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             Data  &          WATER-ACTIVITY TESTING


                              Implementation of Water
                              Activity Testing to Replace Karl
                              Fischer Water Testing
                              for Solid Oral-Dosage Forms
                              Bob Snider, Peihong Liang, and Neil Pearson




                                                                        M
                                             For solid oral-                            ost pharmacopeial monographs that have proce-
                                             dosage forms, water                        dures for the measurement of water are based on
                                             testing usually is                         the measurement of total water either by the Karl
                                                                                        Fischer titration or by loss on drying. Karl Fis-
                                             performed to
                                                                            cher titrations have dominated the measurement of water
                                             control the                    in pharmaceutical products for many years. Although the
                                             chemical, physical,            technique is reliable under carefully controlled conditions,
PHOTOS.COM




                                             or microbiological             it is subject to a variety of problems such as sample han-
                                             properties of the              dling and side-reactions that cause erroneous results. Re-
                                             drug product.                  sults commonly vary with changes in room relative humid-
                                                                            ity (RH). In addition, general models for describing the
                                             Measurements of
                                                                            effect of water on physical, chemical, and microbiological
             total water as made with Karl Fischer (KF)                     characteristics recognize that different types of water may
             techniques is not needed and water-activity often              be present (1–3) and that the measurement of total water
             will provide a better correlation with changes in              may not be the best approach for understanding the effects
             chemical, physical, or microbiological properties              of water.
             than KF techniques. In these cases, water activity                According to most common definitions, water can be pres-
                                                                            ent in at least three forms: free water, adsorbed water, and
             testing can easily replace KF testing.Water-
                                                                            bound water. Free water is present in the void volume or in
             activity measurements are nondestructive,                      the pores. Free water can serve as a dispersing agent, as a sol-
             require little labor, and the equipment required is            vent for crystalline compounds, or for microbiological growth.
             generally inexpensive. Only a few simple checks                Adsorbed water is located on the surface of the material. Bound
             are needed to ensure the validity of                           water is defined as the water of hydration bound to the prod-
             measurements. Strategies for implementing water                uct by strong H-bonds. Bound water relates to the monolayer
                                                                            of water molecules, whereas adsorbed water is present in the
             activity testing are described.
                                                                            form of multilayers in the matrices. Water also may be pres-
                                                                            ent as a crystal hydrate that effectively is the same as bound
                                                                            water. An example of another type of water is structural water
                                                                            associated with hydrogen bonding between helices of poly-
                                                                            mer in a gel network (4). This explanation follows the the-
                                                                            ory of the BET isotherm describing vapor desorption or ad-
                                                                            sorption isotherms (3).
                                                                               When water interacts with solutes and surfaces, it is un-
                                                                            available for other hydration interactions. The term water
                                                                            activity (aw) describes the (equilibrium) amount of water
                                                                            available for the hydration of materials. Water activity is unit-
                                                                            less and a value of unity indicates pure water, whereas zero
             56   Pharmaceutical Technology   FEBRUARY 2007                                                            www.phar mtech.com
WATER-ACTIVITY TESTING

                                                                                                                 8.0

                              No microbial growth Ͻ0.6 aw                                                        7.0
                                                                                                                 6.0




                                                                                             Weight change (%)
                                                                                                                 5.0
                                                                 desorption
 Water content (%)




                            Strongly           Multilayer water                                                  4.0
                            bound              and capillary water
                            monolayer                                                                            3.0
                                                                              Solvent                            2.0
                                                                              and free
                                                                              water                              1.0
                                                                 adsorption
                                                                                                                 0.0
                                                                                                                    0.00   20.00   40.00        60.00      80.00   100.00
                                                                                                                                   Relative humidity (%)
         0                                                0.5                     1.0 aw
                     0                                    50
                                                                                           Figure 2: Typical adsorption isotherm for tablet formulation.
                                                                                  100
                                                Relative humidity (%)
                                                                                           the humidity of the air is defined as 60% (aw = 0.6) by the
Figure 1: Water sorption isotherm.
                                                                                           International Conference on Harmonization under Climatic
                                                                                           Zones II, materials with lower aw tend to gain water and those
indicates the total absence of water molecules. Water activ-                               with higher aw tend to lose water. Most solid oral-dosage
ity is the effective mole fraction of water, defined as:                                   forms are produced with water activities of 0.3 to 0.5 and
                                                                                           thus gain water in stability studies.
                                              aw ϭ ␭wxw = p/p0                                Use of water activity. The food industry has long used water
                                                                                           activity to control microbial growth and chemical stability.
in which ␭w is the activity coefficient of water, xw is the mole                           Consistent with the US Food and Drug Administration’s use
fraction of water in the aqueous fraction, p is the partial pres-                          of water activity in controlling the microbial attributes of
sure of water above the material, and p0 is the partial pres-                              food (7), water activity also is being used to control the mi-
sure of pure water at the same temperature (i.e., the water                                crobiological properties of pharmaceutical products (8, 9).
activity is equal to the equilibrium relative humidity [ERH]),                             The growth of most bacteria is inhibited below approxi-
expressed as a fraction. The relationship between water ac-                                mately aw ϭ 0.91. Similarly, most yeasts cease growing below
tivity and weight percent water is shown in a sorption                                     aw ϭ 0.87, and most molds stop growing below aw ϭ 0.80.
isotherm (see Figure 1). Figure 1 also shows the hysteresis                                The absolute limit of microbial growth is approximately
observed when the sorption isotherm depends on whether                                     aw ϭ 0.6.
the water is added to the dry material or removed from the                                    The importance of water activity in controlling the micro-
wet material. This hysteresis is caused by nonreversible struc-                            bial properties of pharmaceutical products was added to US
tural changes and/or kinetic effects.                                                      Pharmacopeia (USP) Chapter ͗2023͘, “Microbiological At-
   The sorption isotherm for a formulated drug product is the                              tributes of Nonsterile Nutritional and Dietary Supplements,”
result of the combination of the individual-component sorp-                                and a new USP chapter was written: ͗1113͘ “Application of
tion isotherms. Sorption isotherms for excipients and the drug                             Water Activity Determination to Nonsterile Pharmaceutical
substance may be used to model the sorption isotherm of the                                Products.” USP Chapter ͗1113͘ primarily describes the ap-
finished dosage form (5). Figure 2 shows an example of an                                  plication of water-activity measurement for the control of a
adsorption isotherm for a typical oral formulation. Two re-                                nonsterile formulation’s microbial attributes, but also men-
cently published studies present adsorption and desorption                                 tions the control of chemical degradation. The correlation of
isotherms for several common excipients (5–6).                                             water activity and chemical changes in food also has been in-
   Materials of differing water activity exhibit time- and                                 vestigated extensively (10). A correspondingly common prac-
temperature-dependent water migration from areas with                                      tice in pharmaceutical development is to equilibrate prod-
high to low aw. For example, a gelatin capsule filled with a                               ucts at different humidities (water activities) and study their
powder that has a different water activity will undergo water                              degradation rates. Water activity also correlates with changes
migration and, at equilibrium, the capsule shell and powder                                in chemical and physical stability (11, 12). The degradation
contents have the same aw. For packaged products, the                                      rate of several pharmaceutical products is well modeled by
moisture-vapor barrier properties of the packaging become                                  water activity using the BET function (rate is proportional
crucial in the rate of moisture loss or gain. In addition, des-                            to 1/[1 – aw]) (11) as well as other approaches (12–15).
iccants inside a package change the initial water activity as                                 Measurement of water activity. Water activity is determined by
well as the subsequent rate of water activity change. Because                              the measurement of water in the gas phase immediately sur-
58                       Pharmaceutical Technology   FEBRUARY 2007                                                                                      www.phar mtech.com
WATER-ACTIVITY TESTING

 Table I: Examples of required changes in water activity to
 double degradation rate.                                                                              80

                                                                                                       70        NaCI (ϳ75%)                         y ϭ –0.0348x ϩ 76.148
                                        Change in aw to Change in water
                                            double       content to double
                                                                                                       60
 Example                                degradation rate degradation rate




                                                                               Relative humidity (%)
 Cephalosporin degradation (19)                   0.2        0.3–0.5%                                  50        Mg(NO3)2 (ϳ53%)
                                                                                                                                                      y ϭ –0.0298x ϩ 60.34
 N-oxide formation (20)                         0.2          4.1–5.7%
                                                                                                       40
 Waterman aspirin degradation                0.2–0.3
                                                           Not available
 (21)                                      (estimated)                                                 30        MgCI2 (ϳ33%)                        y ϭ –0.0574x ϩ 34.189
 Hydrolysis of nitrazepam (22)               0.1–0.2       Not available
                                                                                                       20
 Asparatamine degradation (23)              0.1–0.2        Not available
                                                                                                       10        LiCI (ϳ11%)                         y ϭ –0.0014x ϩ 11.329
rounding the sample. The measurement of water activity in foods
is described by AOAC’s Official Methods of Analysis, No. 978.18,                                       0
                                                                                                            15                     20                      25                30
“Water Activity of Canned Vegetables” (16). The principal tech-                                                                         Temperature (°C)
niques are changes in electrical capacitance or resistance of poly-
mer thin films and dew point by chilled mirror. Newer tech-                  Figure 3: Relative humidity as a function of temperature for
niques include the measurement of water in the headspace either              saturated salt solutions used for calibration (only the magnesium
spectroscopically (17) or chromatographically (18).                          nitrate standard is sensitive to temperature).
   Method Number 978.18 also compares various types of
instruments. For sensor-type instruments, a typical instru-
ment chamber would have a depth of approximately 1.3 cm                         Although sample transfer can be performed rapidly to min-
and a diameter of 4.2 cm. Sufficient sample is needed to fill                imize changes to the sample moisture content, moisture still
the chamber to the appropriate level (one-half to two-thirds                 must be absorbed or desorbed from the sample to equilibrate
full). Probes also are available for insertion into bulk mate-               the measuring chamber’s headspace. For a typical sample, the
rials or possibly through product packaging. Measurement                     change in the sample’s moisture content during this equili-
time is controlled by sensor measurement time (usually a few                 bration process will not have a significant effect on the accu-
minutes) and time for the headspace to equilibrate (the time                 racy of the sample’s final aw reading. Air at a temperature of
for water activity in the headspace to come into equilibrium                 25 ЊC contains approximately 0.023 mg/mL of water at 100%
with the material being tested). Typical equilibration times                 RH. For a sample at 75% RH, with the external environment
vary from 5 to 30 minutes.                                                   at 0% RH and a sample chamber headspace of 6 mL, the sam-
   The rate of equilibration of the dosage form with the cham-               ple must replace only approximately 6 mL ϫ 0.023 mg/mL ϫ
ber’s headspace depends on several factors, including:                       (0.75 – 0.10) or 0.01 mg of water. With a sample weight of 2
• the difference in water activity between the dosage form                   g in the chamber and a water content of 2%, the total amount
   and the air in the chamber’s headspace immediately fol-                   of water in the sample is 40 mg. In this case, only a very small
   lowing the sample-transfer process;                                       fraction of the total water is removed from the dosage form
• the headspace volume of the measuring chamber contain-                     to equilibrate the humidity in the headspace (the water con-
   ing the sample;                                                           tent of the sample would drop by less than 0.01%).
• the transfer rates of water within the sample and between                     Samples that contain very little water or have a very shal-
   the sample and the gas phase;                                             low slope for the sorption isotherm in the region of interest
• the gas-phase diffusion rate for water in the headspace.                   will be problematic with regards to bias during equilibration
   The gas-phase diffusion rate of water is not a significant                in the chamber. The use of laser-absorption spectroscopy
factor based on the configuration of typical sensor cells. The               (which can determine the water activity in the headspace of
gas-phase diffusion rate is approximately 0.1 cm2/s and the                  a sample vial without breaching the seal) would be beneficial
largest distance in the chamber is approximately 4 cm. Be-                   for these types of samples. An example of a product that could
cause the sample occupies most of the chamber, the largest                   be difficult is a lyophilized cake with very low water content.
distance is actually closer to 0.5 cm (from the top of the sam-              Nonetheless, the typical capsule or tablet product generally
ple to the top of the chamber). The transfer rate of water be-               contains a large amount of water and is an excellent candi-
tween the sample and the gas phase is related to the specific                date for water-activity testing.
sample for evaluation. Depending on the sample, the trans-                      For most solid oral-dosage forms, the range of interest for
fer rates within the sample and between the sample and the                   water activity is 0.30–0.75. Water-activity measurements are
gas phase can vary significantly. Heterogeneous samples such                 generally precise and accurate to 0.01–0.02 units. Thus, water
as intact capsules or coated tablets may have longer equili-                 activity should be capable of providing 23 levels ([0.75 –
bration times than uniform powder samples.                                   0.30]/0.02) of distinction over this measurement range. Sev-
60    Pharmaceutical Technology   FEBRUARY 2007                                                                                                            www.phar mtech.com
WATER-ACTIVITY TESTING
                                                                                                 Experiment
                                                  Table II: Protective filters used with         Over-the-counter tablets of ibuprofen,
                                                  water-activity instruments from                naproxen, and enteric-coated aspirin
                                                  Novasina for Capsule B                         were obtained from a local retail estab-
                                                  measurements.                                  lishment for evaluation. Two develop-
                                                                                                 mental capsule formulations also were
                                                   Commercial
                                                                           Function              evaluated. Capsule A was a starch-based
                                                   description
                                                                                                 formulation and Capsule B contained
                                                  Mechanical                                     enteric-coated beads. The water-activity
                                                                   Protects sensor from
                                                  prefilter/                                     instruments used were from the same
                                                                   particles of sample
                                                  eVMT-2
                                                                                                 manufacturer (Novasina, Pfäffikon,
                                                                   Protects sensor from          Switzerland) but obtained from Omn-
                                                  EVC-21
                                                                   acidic compounds
                                                                                                 imark Instrument Corp. (Tempe, AZ).
                                                  EVC-26           General chemical filter       The names of the two models are the
                                                                                                 Ms1 and the AW Lab.
                                                                   Protects sensors from
                                                  EVALC-1                                           Both instruments use the same meas-
                                                                   alcohol
                                                                                                 uring cell and sensor. The AW Lab
                                                                   Oxidizes, reduces             model has an additional capability of
                                                  REDOX
                                                                   interfering compounds
                                                                                                 determining whether the measurement
                                                                                                 has reached equilibrium by establish-
                                                 eral examples of degradation as a func-         ing a limit of the change in water activ-
                                                 tion of water activity are shown in Table       ity with time. All measurements were
                                                 I, and water activity changes of about          made using the mechanical prefilter, ex-
                                                 0.1–0.2 are needed to double the degra-         cept for those made for Capsule B. For
                                                 dation rate. In a case for which a 0.1          the Capsule B measurements, all of the
                                                 change in water activity is critical, tighter   protective filters listed in Table II were
                                                 controls of calibration may be needed.          evaluated.
                                                 In general, the water activity would be            Water-activity standards (saturated
                                                 controlled at a level well below when sig-      salt solutions) were obtained from the
                                                 nificant degradation occurs. Thus, the          instrument supplier. Both Novasina in-
                                                 examples in Table I represent mostly the        struments take into account tempera-
                                                 worst cases in terms of required accu-          ture during calibration as long as the
                                                 racy. Compared with Karl Fischer water          temperature is between 15 ЊC and 30 ЊC.
                                                 testing, water activity has particular ad-         The Novasina instruments do not
                                                 vantages when:                                  allow for temperature control. To obtain
                                                 • the sample is hygroscopic;                    temperature-effect data, the measuring
                                                 • the sorption isotherm is relatively flat      chamber was placed in a plastic bag and
                                                    over the region where increased              immersed in a water bath. Measurements
                                                    degradation rates are noted (i.e.,           were only recorded after the sensor tem-
                                                    little change in water content);             perature reading agreed with the exter-
                                                 • the amount of total water is high (e.g.,      nal water-bath temperature.
                                                    hydrates) and variability in the meas-          Because it is not easy to predict the
                                                    urement makes discriminating                 effect of test samples on the instrument
                                                    changes in water content difficult.          sensor, bracketing readings of water ac-
                                                    Calibration. Calibration is accom-           tivity standards were performed regu-
                                                 plished with the use of either saturated        larly (one low and one high standard
                                                 salt solutions or solutions with well-          reading during each period of use, typ-
                                                 characterized water activities. Saturated       ically 24 hours).
                                                 salt solutions that have reference values          The equilibration of dosage forms to
                                                 traceable to National Institute of Stan-        different water activities were per-
                                                 dards and Technology standards (24)             formed to ensure the validity of the
                                                 are available. Figure 3 shows the effect        water-activity measurement. In general,
                                                 of temperature on some typical water-           the same type of salt solutions used in
                                                 activity standards.                             sealed desiccators also were used for cal-
                                                                                                 ibration. Intact tablets or capsules were
62   Pharmaceutical Technology   FEBRUARY 2007                                                                       www.phar mtech.com
WATER-ACTIVITY TESTING

                                                                    0.45

                                                                    0.44                                                        0.45
                                                                                                                                0.44
                                                                    0.43




                                                                                                               Water activity
                                                                                                                                0.43




                                                   Water activity
                                                                                                                                0.42
                                                                    0.42                                                        0.41
                                                                                                                                 0.4
                                                                                                                                0.39
                                                                    0.41                                                        0.38
                                                                                                                                       0            10                20           30
                                                                     0.4                                                                                 Time (min)


                                                                    0.39

                                                                    0.38
                                                                                      0          200    400                      600             800             1000            1200         1400
                                                                                                                                       Time (min)

                                                 Figure 4: Rate of equilibration of Capsule A.



                                                                                      0.49
                                                                                                                                           Naproxen
                                                                                      0.47                                                 Enteric-coated
                                                                                                                                           aspirin
                                                                                      0.45                                                 Ibuprofen

                                                                                      0.43
                                                                     Water activity




                                                                                      0.41

                                                                                      0.39

                                                                                      0.37

                                                                                      0.35

                                                                                      0.33
                                                                                             0     50    100                      150           200          250           300          350      400
                                                                                                                                           Time (min)


                                                 Figure 5: Rate of equilibration of several solid oral-dosage forms.

                                                 equilibrated for 7–14 days. Crushed or                                                        in aw of Ͼ0.01 to 0.02 were not consid-
                                                 composited dosages were equilibrated                                                          ered significant.
                                                 for 24 hours.                                                                                    Sample temperature. If the sample and
                                                    Studies requiring RH control were                                                          the equilibration chamber are at the
                                                 performed with a humidity-controlled                                                          same temperature, then temperature has
                                                 glove box (Coy Laboratory Products,                                                           a small effect on water activity within
                                                 Grass Lake, MI).                                                                              the temperature range of most labora-
                                                                                                                                               tories. The authors previously discussed
                                                 Results and discussion                                                                        the effects of temperature on the water
                                                 Key operating conditions that were in-                                                        activity of the saturated salt standard
                                                 vestigated include the effects of sample                                                      solutions used for calibration. Those ef-
                                                 temperature, equilibration time, and                                                          fects are generally small and taken into
                                                 sample handling (in particular, the hu-                                                       account by the instrument. The effect
                                                 midity of the environment in which                                                            of temperature on solid oral-dosage
                                                 samples are transferred). In addition,                                                        forms was studied for two samples: Cap-
                                                 the factors affecting the specificity of                                                      sule A and naproxen. The observed ef-
                                                 the sensor must be considered to sup-                                                         fects of temperature changes on water
                                                 port the validation of the technique.                                                         activity were 0.003 and 0.004 aw /ЊC and
                                                 Based on an earlier discussion, changes                                                       were similar to those reported by a man-
64   Pharmaceutical Technology   FEBRUARY 2007                                                                                                                                   www.phar mtech.com
ufacturer (25). The small effect of tem-
                                                  Table III: Effect of sample grinding on measured water activity.
perature is explained by the fact that the
change in the partial pressure of water                                                                                  Error compared with
                                                  Experiment                                     Water activity
vapor (p) with temperature for the sam-                                                                                          intact
ple is similar (but not equal) to the mag-        Intact ibuprofen tablets (different lot than
                                                                                                      0.345                         —
                                                  in Figure 5)
nitude of the change of the saturation
                                                  Ibuprofen tablets crushed in a 80%
pressure (p0) above pure water. Any               relative humidity environment (2 min                0.530                       ϩ53%
change in the temperature of a hygro-             exposure)
scopic product automatically causes the           Ibuprofen tablets crushed in a 10%
product to exchange moisture with the             relative humidity environment (2 min                0.321                        –7%
air (or gas) that surrounds it. Moisture          exposure)
is exchanged until the partial water-
vapor pressure at the product’s surface
and in the air is equal. For this reason,
a constant temperature is important
when measuring aw.
   Equilibration time. To understand the
time required for the headspace to come
into equilibrium with the sample, water
activity was measured as a function of
time for the products shown in Figures
4 and 5. The results for Capsule A indi-
cated that equilibration occurred within
10 minutes and no significant changes
occurred over the subsequent 12 hours
(see Figure 4). Figure 5, which includes
two typical tablet formulations and an
enteric-coated aspirin tablet, shows that
a 30-minute equilibration time was ap-
propriate for the tablet formulations. A
longer equilibration time would be
needed with the enteric-coated formu-
lation for the same degree of accuracy.
In general, the authors have used an ac-
curacy of Ϯ0.02 aw as being acceptable.
Another alternative would be to crush
the enteric-coated tablet, but this pro-
cedure needs special precautions.
   For some instruments, the equilibra-
tion time is not a concern. These instru-
ments measure the rate of change of aw
with time and will indicate a stable
reading only when the rate of change is
below a selected threshold. Other in-
struments use a mathematical function
to estimate the final equilibrium value.
The advantage of measuring water ac-
tivity on intact tablets is shown in Table
III, in which the water activity of intact
tablets is compared with that of crushed
tablets under 10% and 80% RH. The
total exposure time to the ambient RH
was approximately 2 min (including the
time to crush the tablets with a mortar
and pestle). This time was used to sim-
65    Pharmaceutical Technology   FEBRUARY 2007                                                  Pharmaceutical Technology   FEBRUARY 2007   65
WATER-ACTIVITY TESTING
                                                                                               Table IV:Water activity after equilibration and absolute
                      0.440                                                                    error (measured aw and theoretical aw).
                                                     Nominal (55%)

                      0.420                          Low relative humidity (10%)
                                                                                                                    Measured water activity and absolute error
                                                     High relative humidity (80%)

                      0.400                                                                    Product                      Low aw                 High aw
     Water activity




                      0.380                                                                    Enteric-coated
                                                                                                                         0.116 (0.003)           0.744 (–0.009)
                                                                                               aspirin
                      0.360
                                                                                               Ibuprofen                 0.118 (0.005)           0.738 (–0.015)
                      0.340
                                                                                               Naproxen                  0.119 (0.006)           0.739 (–0.014)
                      0.320

                      0.300
                              0        10            20                     30      40   50
                                                          Time (min)
                                                                                               Table V: Replicate measurements of water activity.
                                                                                                                 Naproxen            Ibuprofen       Capsule B
Figure 6: Effect of ambient relative humidity during transfer on rate
of equilibration.                                                                              1                  0.382               0.430            0.369
                                                                                               2                  0.382               0.419            0.370
                                                                                               3                  0.377               0.448            0.370
ulate rapidly crushing, weighing, and transferring tablets in
                                                                                               4                  0.397               0.439            0.372
alternative methods such as Karl Fischer. Whereas the low
humidity only created a small bias, the high humidity cre-                                     5                  0.407               0.452            0.377
ated a large error. There was a larger difference between the                                  6                  0.401               0.439            0.373
sample water activity and the ambient conditions for the                                       Mean               0.391               0.438            0.372
high humidity (45% RH higher) versus the low humidity                                          Standard
                                                                                                                  0.012               0.012            0.003
(22% RH lower). The rate of water uptake versus loss is not                                    deviation
expected to be the same. A technique for reducing water                                        Relative
changes during crushing is to use a device sold to home cus-                                   standard            3.1                2.7              0.8
tomers that sandwiches the sample between two holders,                                         deviation (%)
thus reducing contact with the ambient atmosphere.
   Sample handling. The effect of ambient humidity on sam-                                    dards (one low and one high standard check) were used dur-
ple handling was assessed by transferring Capsule A in en-                                    ing each period of use (typically 24 hours) to ensure that any
vironments of 10% and 80% RH. As shown in Figure 6, the                                       changes in sensor response were readily detected. Potential
effect of high or low humidity is to increase the equilibra-                                  interferences also were removed through the use of prefilters.
tion time with little effect on the final measured value. An                                     Interferences from the enteric-coated beads in Capsule B
equilibration time of 30 minutes was considered adequate.                                     caused some difficulty. The problem appeared as a failure of
   A second issue with sample handling is the equilibration of                                the check standard and subsequent poor sensor performance
water within the dosage unit. For tablets, a blended powder is                                with respect to drift. The sensor was replaced with a new sen-
compressed and there should be little inhomogeneity of water                                  sor, and the authors evaluated each of the chemical filters de-
content. For capsules, the powder fill will be at a different water                           scribed in the experiment section for their ability to prevent
activity than the gelatin. A study was undertaken to measure                                  sensor failure. All filters were capable of removing the inter-
the time required for equilibration to occur between the fill                                 fering components, but the general chemical filter (activated
and the capsule. For dry contents (aw ϭ 0.38) within a wetter                                 carbon) greatly reduced response time and required as much
gelatin capsule shell (aw ϭ 0.54), approximately one hour was                                 as an hour for equilibration to occur. The interference arises
required to be within 0.01 of the final water-activity value.                                 from the degradation of the hydroxypropyl methylcellulose
The same contents within a very dry shell required approxi-                                   acetate succinate (HPMCAS) polymer to yield acetic and suc-
mately three hours to be within 0.01 of the final water-activ-                                cinic acids. The acetic acid is a known potential interferant
ity value. Thus, equilibration within the dosage unit would                                   for this type of measurement cell (26).
only be a concern for in-process testing. For in-process test-                                   Linearity. The general calibration approach ensures a linear
ing, the capsule could be opened, and the capsule shell and                                   response to within 0.01 aw over the operating range of the
powder could be placed within the testing chamber.                                            instrument.
   Validation. Specificity. For the Novasina instruments, the sen-                               Accuracy. Accuracy at equilibrium is assessed by comparing
sor responds to any polar volatile component that affects the                                 the water activity of equilibrated samples with the theoreti-
resistance or the capacitance of the polymer used in the sen-                                 cal water activity (the RH to which the sample was equili-
sor. Most pharmaceutical tablets or capsules either will have                                 brated using a controlled humidity chamber). Samples were
no solvents or the solvents are removed during the process-                                   equilibrated over the same type of saturated salt solutions
ing and drying of the dosage form. Bracketing check stan-                                     used to calibrate the instrument. This approach was evalu-
66                    Pharmaceutical Technology   FEBRUARY 2007                                                                             www.phar mtech.com
WATER-ACTIVITY TESTING

ated with an enteric-coated aspirin tablet and two other tablet     of the chamber seal integrity should be evidenced by a fail-
formulations as shown in Table IV with a general accuracy           ure of standards that are dissimilar from the RH of the room.
of 0.01–0.02 aw. The same approach was taken by Mahajan
et al., with a similar degree of accuracy (17). As previously       Water activity as part of a control strategy
mentioned, a 30-minute equilibration time generally has             Water measurements as part of a control strategy generally
been adequate for capsules and tablets.                             must be quantitative (correcting for water content in a drug
   Precision. Replicate measurements were made for two tablet       substance) or must be related to a change in a chemical or
formulations and one capsule formulation (see Table V). The         physical property. For solid oral-dosage forms, water is usu-
relative standard deviations for replicate measurements were        ally measured because of an adverse effect of water on either
1–3%.                                                               chemical stability or a physical attribute of the formulation
   Instrument qualification of maintenance (Novasina Instrument).   such as drug release. Much of current measurement of water
Using the guidelines published in a recent white paper (27),        by Karl Fischer testing could be replaced with water-activity
water-activity instruments would be Class B, principally re-        testing because water activity is easier to measure, less sub-
quiring calibration to ensure performance. At the initial in-       ject to handling problems, and as good or better at correlat-
stallation and every 6 months thereafter, four standards are        ing to physical and chemical changes than total water.
checked (0.11, 0.33, 0.75, and 0.90). If the measured results          Additional advantages of water activity testing are:
are more than 0.02 aw outside of the theoretical value, then        • One immediately knows whether the sample is likely to
the instrument calibration for that standard is changed. Note          add or lose water relative to the external environment.
that the 0.53 standard may be used for laboratories with ad-        • The risk of microbial growth is assessed readily based on
equate temperature control or the reading must be corrected            the earlier discussion in which aw Ͻ 0.6 has no risk for mi-
for temperature (see Figure 3). The use of daily bracketing            crobial growth.
standards is recommended to ensure that the instrument con-         • Samples with water activities approaching the area of the
tinues to work properly and that the sample does not affect            sorption isotherm where “free” water is present are at a
instrument performance.                                                higher risk of adverse chemical or physical effects.
   The instrument is operated with the alcohol prefilter, and          Where water measurements are part of a regulatory com-
records are maintained for the installation of the prefilter.       mitment, water-activity results would need to be related to
The replacement of the prefilter depends on the type and            Karl Fischer measurements by the sorption isotherm. The
number of samples measured, but it should be replaced at            specification for water activity then could be set to correspond
least every six months. The standards themselves are avail-         to the Karl Fischer specification.
able from the vendor with a certificate, and the vendor rec-           The establishment of water activity as an analytical proce-
ommends a use period of several years. Some water activity          dure would generally involve:
standards will dry out over time, and some water must be            • determining which instruments are most suitable for the
added to maintain a saturated suspension. Aqueous, single-             intended application (see Table VI);
use solution standards also are available from some vendors.        • qualifying the instruments (using white paper [26], cate-
The stainless steel chambers also should be cleaned and                gory B, calibrate);
sanded periodically to remove any rust. The o-ring seal on          • using daily check standards;
the chamber should be inspected regularly and replaced if           • using protective filters for materials with expected volatile
any cracking or other defects are noted. A significant failure         contaminants;




68    Pharmaceutical Technology   FEBRUARY 2007                                                               www.phar mtech.com
WATER-ACTIVITY TESTING
• validating methods once they are being used for lot-release
   purposes.
                                                                      Table VII: Options for implementing water-activity
   Table VI describes some differences in the types of instru-
                                                                      testing as a function of registration status.
ments. Only representative manufacturers are included.
                                                                      Product registration status                   Options
   The approach used by all of the instruments is nondestruc-
tive. The instruments vary in the cutoff at low RH, the con-                                        Establish water activity as an
trol of temperature, and the detection of the equilibration                                         alternate procedure with a limit based
end-point. Measurement time is faster for the laser absorp-           Marketed product with
                                                                                                    on sorption isotherm.
tion and the instruments that extrapolate the detection of the        Karl Fischer water test
                                                                                                    If actual water levels are close to
end-point; but, temperature control generally lengthens the
                                                                                                    registration limit, then variations in
measurement time to 10–30-minutes for all the instruments.                                          isotherms should be considered.
The Lighthouse instrument would be especially useful for
lyophilized formulations because the measurement can be               Marketed product with
                                                                                                    Follow normal practices for changing
made on the headspace of the product vial. Reference 16 has           no registered Karl
                                                                                                    analytical procedures.
                                                                      Fischer water test
more details about differences in cost and applicability.
   The control strategy also must be consistent with the reg-                                       1. Implement with the intent to use
ulatory strategy. Table VII summarizes options relative to the                                         water activity as an internal GMP
product registration status.                                          Product starting                 test (e.g., not registered).
   Routine control of instrumentation. For the instruments that       registration stability or     2. Correlate Karl Fischer and water
                                                                      earlier                          activity tests to keep options open,
have sample contact with the sensor, bracketing readings of                                            but use water activity as the
the standard solutions should be used to ensure that the sen-                                          principal test.
sor is providing accurate results and that the samples did not
contaminate the sensor. The use of a protective filter should        salt suspensions also require some maintenance to replace
be tracked such that the filter is replaced at least as frequently   lost water from evaporation. These standards should be
as the manufacturer suggests. Standards that are saturated           checked each time they are used.




70    Pharmaceutical Technology   FEBRUARY 2007                                                                      www.phar mtech.com
Conclusions                                                                         of Analysis (AOAC, Gaithersburg, MD, 1995), method number
                                                                                    978.18.
Water activity is a valid alternative to total water measure-
                                                                              17.   R. Mahajan et al., “A Novel Nondestructive Approach for Measur-
ments (KF) in assessing the potential for water to adversely                        ing Moisture Activity in Pharmaceutical Samples,” Pharm.Technol.
affect the formulation’s microbial or chemical quality. Water                       29 (10), 88–104 (2005).
activity has been accepted in the food industry and widely                    18.   B. Duersch et al., “Monitoring the Headspace Inside Pharmaceuti-
discussed in the pharmaceutical industry as an appropriate                          cal Packaging,” presented at IIR conference on “Hydrolysis and Sta-
                                                                                    bilization of Pharmaceuticals,” Philadelphia, PA, July 2005.
measurement for water to prevent microbial growth. Like-
                                                                              19.   B. Snider, “Mass Balance Issues with Low Dose Compounds,” pre-
wise, water activity also can be used to evaluate the poten-                        sented at Annual Meeting of the American Association of Pharma-
tial effect of water on chemical and physical changes in the                        ceutical Scientists, Indianapolis, IN, November 2000.
formulation. The Novasina ms1 and AW instruments in par-                      20.   Unpublished data.
ticular have proven to be sufficiently precise and accurate to                21.   K.C. Waterman et al., “Hydrolysis in Pharmaceutical Formulations,”
                                                                                    Pharm. Dev. Technol. 7 (2), 113–146 (2002).
measure the water activity of typical solid oral-dosage forms.
                                                                              22.   D. Genton and U.W. Kesselring, “Effect of Temperature and Rela-
                                                                                    tive Humidity on Nitrazepam Stability in Solid State,” J. Pharm. Sci.
Acknowledgments                                                                     66 (5), 676–680 (1977).
Thanks to Jim Farmer for his assistance.                                      23.   L.N. Bell and T.P. Labuza, “Aspartame Degradation as a Function
                                                                                    of Water Activity,” Adv. Exp. Med. Biol. 302, 337–349 (1991).
                                                                              24.   L. Greenspan, “Humidity Fixed Points of Binary Saturated Aque-
References                                                                          ous solutions,” J. Res. Natl. Bur. Stand. A. Phys. Chem. 81A, 89–96
 1. M. Mathlouthi, “Water Content, Water Activity, Water Structure
                                                                                    (1977).
    and the Stability of Foodstuffs,” Food Control 12 (7), 409–417 (2001).
                                                                              25.   Rotronic Instrument Corp.,“Water Activity Varies only by Roughly
 2. C. Ahlneck and G. Zografi, “The Molecular Basis of Moisture Ef-
                                                                                    0.0005 to 0.005 Aw (0.05 to 0.5 %RH) when Temperature Changes
    fects on the Physical and Chemical Stability of Drugs in the Solid
                                                                                    by 1 ЊC” (Rotronic Instrument Corp., Huntington, NY), http://
    State,” Int. J. Pharm. 62 (2–3), 87–95 (1990).
                                                                                    www.rotronic-usa.com/datasheets/Ref/Aw/
 3. S. Brunauer, P.H. Emmett, and E. Teller, “Adsorption of Gases in
                                                                                    aw_define.htm, accessed Jan. 11, 2007.
    Multimolecular Layers,” J. Amer. Chem. Soc. 60, 309–319 (1938).
                                                                              26.   Novasina, “Water Activity Measurement,” (Novasina, Pfäffikon,
 4. J. Maques et al., “State of Water in Gelatin Solutions and Gels: An
                                                                                    Switzerland), http://www.novasina.ch/wEnglisch/Knowledge_
    1H n.mr. Investigation,” Polymer 27 (7), 1103–1110 (1986).
                                                                                    Center/Applikationen/Applikationen-dp-air-aw/Applikationen-
 5. Y. Li, Y.D. Sanzgiri, and Y. Chen, “A Study on Moisture Isotherms
                                                                                    Wasseraktivitaet.php, accessed Jan. 8, 2007.
    of Formulations: the Use of Polynomial Equations to Predict the
                                                                              27.   S.K. Bansal et al., “Qualification of Analytical Instruments for Use
    Moisture Isotherms of Tablet Product,” AAPS Pharm. Sci. Technol.
                                                                                    in the Pharmaceutical Industry: A Scientific Approach,” AAPS
    4 (4), article 59 (2003).
                                                                                    Pharm. Sci. Technol. 5 (1), article 22 (2004). P T
 6. S. Airaksinen et al., “Role of Water in the Physical Stability of Solid
    Dosage Formulations,” J. Pharm. Sci. 94 (10), 2147–2165 (2005).
 7. US Food and Drug Administration, Code of Federation Regulations,
    Title 21 (FDA, Rockville, MD, 2006), Part 113.3(ii) and 113.81 (f).
 8. R.R. Friedel and A.M. Cundell, “The Application of Water Activity           Call for papers
    Measurement to the Microbiological Attributes Testing of Nonster-
    ile Over-the-Counter Drug Products,” Pharm. Forum. 24 (2),                  Pharmaceutical Technology is seeking technical research and
    6087–6090 (1998).                                                           viewpoint articles on a variety of subjects related to applied
 9. R.R. Friedel, “The Application of Water Activity (aw) Measurement
    to the Microbiological Attributes Testing of Raw Materials Used in          research and development,scale-up,and manufacturing
    the Manufacture of Non-Sterile Pharmaceutical Products,” Pharm.             technology for the pharmaceutical industry.
    Forum. 25 (6), 8974–8978 (1999).
10. P.S. Taoukis, T.P. Labuza, and I.S. Saguy, “Kinetics of Food Dete-          Topics of interest include:
    rioation and Shelf-Life Prediction” in Food Engineering Practice, K.J.      • biotechnology/large-molecular processes;
    Valentas, E. Rotstein, and R.P. Singh, Eds. (CRC Press, Boca Raton,
    FL, 1997).                                                                  • analytical testing;
11. J.T. Carstensen and A. Li Wan Po, “The State of Water in Drug De-           • solid-dosage manufacturing;
    composition in the Moist Solid State: Description and Modeling,”
    Int. J. of Pharm. 83 (1–3), 87–94 (1982).                                   • regulatory affairs;
12. E.Y. Shalaev and G. Zografi, “How Does Residual Water Affect the            • validation and compliance;
    Solid-State Degradation of Drugs in the Amorphous State?” J.
    Pharm. Sci. 85 (11), 1137–1141 (1996).                                      • ingredients;
13. K.C. Waterman et al. “Hydrolysis in Pharmaceutical Formulations,”           • drug delivery technology;
    Pharm. Dev. Technol. 7 (2), 113–147 (2002).
14. K.C. Waterman and R.C. Adam, “Accelerated Aging: Prediction of              • standards.
    Chemical Stability of Pharmaceuticals,” Int. J. Pharm. 293 (1–2),           Author guidelines are available on Pharmaceutical
    101–125 (2005).
15. L. Bell, “Water Activity and Reaction Rates/Physical Properties/            Technology‘s Web site (www.pharmtech.com).Please send
    Shelf-Life,” IFT Fundamentals of Water Activity Short Course pre-           submissions to Kaylynn Chiarello-Ebner,
    sented at the 2002 Annual Conference of the Institute Food Tech-
    nologists, Anaheim, CA, 2002.                                               kchiarello@advanstar.com.
16. AOAC, “Water Activity of Canned Vegetables” in Official Methods

71     Pharmaceutical Technology   FEBRUARY 2007                                                           Pharmaceutical Technology   FEBRUARY 2007   71

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Article explaining how water activity can replace kf

  • 1. Review Data & WATER-ACTIVITY TESTING Implementation of Water Activity Testing to Replace Karl Fischer Water Testing for Solid Oral-Dosage Forms Bob Snider, Peihong Liang, and Neil Pearson M For solid oral- ost pharmacopeial monographs that have proce- dosage forms, water dures for the measurement of water are based on testing usually is the measurement of total water either by the Karl Fischer titration or by loss on drying. Karl Fis- performed to cher titrations have dominated the measurement of water control the in pharmaceutical products for many years. Although the chemical, physical, technique is reliable under carefully controlled conditions, PHOTOS.COM or microbiological it is subject to a variety of problems such as sample han- properties of the dling and side-reactions that cause erroneous results. Re- drug product. sults commonly vary with changes in room relative humid- ity (RH). In addition, general models for describing the Measurements of effect of water on physical, chemical, and microbiological total water as made with Karl Fischer (KF) characteristics recognize that different types of water may techniques is not needed and water-activity often be present (1–3) and that the measurement of total water will provide a better correlation with changes in may not be the best approach for understanding the effects chemical, physical, or microbiological properties of water. than KF techniques. In these cases, water activity According to most common definitions, water can be pres- ent in at least three forms: free water, adsorbed water, and testing can easily replace KF testing.Water- bound water. Free water is present in the void volume or in activity measurements are nondestructive, the pores. Free water can serve as a dispersing agent, as a sol- require little labor, and the equipment required is vent for crystalline compounds, or for microbiological growth. generally inexpensive. Only a few simple checks Adsorbed water is located on the surface of the material. Bound are needed to ensure the validity of water is defined as the water of hydration bound to the prod- measurements. Strategies for implementing water uct by strong H-bonds. Bound water relates to the monolayer of water molecules, whereas adsorbed water is present in the activity testing are described. form of multilayers in the matrices. Water also may be pres- ent as a crystal hydrate that effectively is the same as bound water. An example of another type of water is structural water associated with hydrogen bonding between helices of poly- mer in a gel network (4). This explanation follows the the- ory of the BET isotherm describing vapor desorption or ad- sorption isotherms (3). When water interacts with solutes and surfaces, it is un- available for other hydration interactions. The term water activity (aw) describes the (equilibrium) amount of water available for the hydration of materials. Water activity is unit- less and a value of unity indicates pure water, whereas zero 56 Pharmaceutical Technology FEBRUARY 2007 www.phar mtech.com
  • 2. WATER-ACTIVITY TESTING 8.0 No microbial growth Ͻ0.6 aw 7.0 6.0 Weight change (%) 5.0 desorption Water content (%) Strongly Multilayer water 4.0 bound and capillary water monolayer 3.0 Solvent 2.0 and free water 1.0 adsorption 0.0 0.00 20.00 40.00 60.00 80.00 100.00 Relative humidity (%) 0 0.5 1.0 aw 0 50 Figure 2: Typical adsorption isotherm for tablet formulation. 100 Relative humidity (%) the humidity of the air is defined as 60% (aw = 0.6) by the Figure 1: Water sorption isotherm. International Conference on Harmonization under Climatic Zones II, materials with lower aw tend to gain water and those indicates the total absence of water molecules. Water activ- with higher aw tend to lose water. Most solid oral-dosage ity is the effective mole fraction of water, defined as: forms are produced with water activities of 0.3 to 0.5 and thus gain water in stability studies. aw ϭ ␭wxw = p/p0 Use of water activity. The food industry has long used water activity to control microbial growth and chemical stability. in which ␭w is the activity coefficient of water, xw is the mole Consistent with the US Food and Drug Administration’s use fraction of water in the aqueous fraction, p is the partial pres- of water activity in controlling the microbial attributes of sure of water above the material, and p0 is the partial pres- food (7), water activity also is being used to control the mi- sure of pure water at the same temperature (i.e., the water crobiological properties of pharmaceutical products (8, 9). activity is equal to the equilibrium relative humidity [ERH]), The growth of most bacteria is inhibited below approxi- expressed as a fraction. The relationship between water ac- mately aw ϭ 0.91. Similarly, most yeasts cease growing below tivity and weight percent water is shown in a sorption aw ϭ 0.87, and most molds stop growing below aw ϭ 0.80. isotherm (see Figure 1). Figure 1 also shows the hysteresis The absolute limit of microbial growth is approximately observed when the sorption isotherm depends on whether aw ϭ 0.6. the water is added to the dry material or removed from the The importance of water activity in controlling the micro- wet material. This hysteresis is caused by nonreversible struc- bial properties of pharmaceutical products was added to US tural changes and/or kinetic effects. Pharmacopeia (USP) Chapter ͗2023͘, “Microbiological At- The sorption isotherm for a formulated drug product is the tributes of Nonsterile Nutritional and Dietary Supplements,” result of the combination of the individual-component sorp- and a new USP chapter was written: ͗1113͘ “Application of tion isotherms. Sorption isotherms for excipients and the drug Water Activity Determination to Nonsterile Pharmaceutical substance may be used to model the sorption isotherm of the Products.” USP Chapter ͗1113͘ primarily describes the ap- finished dosage form (5). Figure 2 shows an example of an plication of water-activity measurement for the control of a adsorption isotherm for a typical oral formulation. Two re- nonsterile formulation’s microbial attributes, but also men- cently published studies present adsorption and desorption tions the control of chemical degradation. The correlation of isotherms for several common excipients (5–6). water activity and chemical changes in food also has been in- Materials of differing water activity exhibit time- and vestigated extensively (10). A correspondingly common prac- temperature-dependent water migration from areas with tice in pharmaceutical development is to equilibrate prod- high to low aw. For example, a gelatin capsule filled with a ucts at different humidities (water activities) and study their powder that has a different water activity will undergo water degradation rates. Water activity also correlates with changes migration and, at equilibrium, the capsule shell and powder in chemical and physical stability (11, 12). The degradation contents have the same aw. For packaged products, the rate of several pharmaceutical products is well modeled by moisture-vapor barrier properties of the packaging become water activity using the BET function (rate is proportional crucial in the rate of moisture loss or gain. In addition, des- to 1/[1 – aw]) (11) as well as other approaches (12–15). iccants inside a package change the initial water activity as Measurement of water activity. Water activity is determined by well as the subsequent rate of water activity change. Because the measurement of water in the gas phase immediately sur- 58 Pharmaceutical Technology FEBRUARY 2007 www.phar mtech.com
  • 3. WATER-ACTIVITY TESTING Table I: Examples of required changes in water activity to double degradation rate. 80 70 NaCI (ϳ75%) y ϭ –0.0348x ϩ 76.148 Change in aw to Change in water double content to double 60 Example degradation rate degradation rate Relative humidity (%) Cephalosporin degradation (19) 0.2 0.3–0.5% 50 Mg(NO3)2 (ϳ53%) y ϭ –0.0298x ϩ 60.34 N-oxide formation (20) 0.2 4.1–5.7% 40 Waterman aspirin degradation 0.2–0.3 Not available (21) (estimated) 30 MgCI2 (ϳ33%) y ϭ –0.0574x ϩ 34.189 Hydrolysis of nitrazepam (22) 0.1–0.2 Not available 20 Asparatamine degradation (23) 0.1–0.2 Not available 10 LiCI (ϳ11%) y ϭ –0.0014x ϩ 11.329 rounding the sample. The measurement of water activity in foods is described by AOAC’s Official Methods of Analysis, No. 978.18, 0 15 20 25 30 “Water Activity of Canned Vegetables” (16). The principal tech- Temperature (°C) niques are changes in electrical capacitance or resistance of poly- mer thin films and dew point by chilled mirror. Newer tech- Figure 3: Relative humidity as a function of temperature for niques include the measurement of water in the headspace either saturated salt solutions used for calibration (only the magnesium spectroscopically (17) or chromatographically (18). nitrate standard is sensitive to temperature). Method Number 978.18 also compares various types of instruments. For sensor-type instruments, a typical instru- ment chamber would have a depth of approximately 1.3 cm Although sample transfer can be performed rapidly to min- and a diameter of 4.2 cm. Sufficient sample is needed to fill imize changes to the sample moisture content, moisture still the chamber to the appropriate level (one-half to two-thirds must be absorbed or desorbed from the sample to equilibrate full). Probes also are available for insertion into bulk mate- the measuring chamber’s headspace. For a typical sample, the rials or possibly through product packaging. Measurement change in the sample’s moisture content during this equili- time is controlled by sensor measurement time (usually a few bration process will not have a significant effect on the accu- minutes) and time for the headspace to equilibrate (the time racy of the sample’s final aw reading. Air at a temperature of for water activity in the headspace to come into equilibrium 25 ЊC contains approximately 0.023 mg/mL of water at 100% with the material being tested). Typical equilibration times RH. For a sample at 75% RH, with the external environment vary from 5 to 30 minutes. at 0% RH and a sample chamber headspace of 6 mL, the sam- The rate of equilibration of the dosage form with the cham- ple must replace only approximately 6 mL ϫ 0.023 mg/mL ϫ ber’s headspace depends on several factors, including: (0.75 – 0.10) or 0.01 mg of water. With a sample weight of 2 • the difference in water activity between the dosage form g in the chamber and a water content of 2%, the total amount and the air in the chamber’s headspace immediately fol- of water in the sample is 40 mg. In this case, only a very small lowing the sample-transfer process; fraction of the total water is removed from the dosage form • the headspace volume of the measuring chamber contain- to equilibrate the humidity in the headspace (the water con- ing the sample; tent of the sample would drop by less than 0.01%). • the transfer rates of water within the sample and between Samples that contain very little water or have a very shal- the sample and the gas phase; low slope for the sorption isotherm in the region of interest • the gas-phase diffusion rate for water in the headspace. will be problematic with regards to bias during equilibration The gas-phase diffusion rate of water is not a significant in the chamber. The use of laser-absorption spectroscopy factor based on the configuration of typical sensor cells. The (which can determine the water activity in the headspace of gas-phase diffusion rate is approximately 0.1 cm2/s and the a sample vial without breaching the seal) would be beneficial largest distance in the chamber is approximately 4 cm. Be- for these types of samples. An example of a product that could cause the sample occupies most of the chamber, the largest be difficult is a lyophilized cake with very low water content. distance is actually closer to 0.5 cm (from the top of the sam- Nonetheless, the typical capsule or tablet product generally ple to the top of the chamber). The transfer rate of water be- contains a large amount of water and is an excellent candi- tween the sample and the gas phase is related to the specific date for water-activity testing. sample for evaluation. Depending on the sample, the trans- For most solid oral-dosage forms, the range of interest for fer rates within the sample and between the sample and the water activity is 0.30–0.75. Water-activity measurements are gas phase can vary significantly. Heterogeneous samples such generally precise and accurate to 0.01–0.02 units. Thus, water as intact capsules or coated tablets may have longer equili- activity should be capable of providing 23 levels ([0.75 – bration times than uniform powder samples. 0.30]/0.02) of distinction over this measurement range. Sev- 60 Pharmaceutical Technology FEBRUARY 2007 www.phar mtech.com
  • 4. WATER-ACTIVITY TESTING Experiment Table II: Protective filters used with Over-the-counter tablets of ibuprofen, water-activity instruments from naproxen, and enteric-coated aspirin Novasina for Capsule B were obtained from a local retail estab- measurements. lishment for evaluation. Two develop- mental capsule formulations also were Commercial Function evaluated. Capsule A was a starch-based description formulation and Capsule B contained Mechanical enteric-coated beads. The water-activity Protects sensor from prefilter/ instruments used were from the same particles of sample eVMT-2 manufacturer (Novasina, Pfäffikon, Protects sensor from Switzerland) but obtained from Omn- EVC-21 acidic compounds imark Instrument Corp. (Tempe, AZ). EVC-26 General chemical filter The names of the two models are the Ms1 and the AW Lab. Protects sensors from EVALC-1 Both instruments use the same meas- alcohol uring cell and sensor. The AW Lab Oxidizes, reduces model has an additional capability of REDOX interfering compounds determining whether the measurement has reached equilibrium by establish- eral examples of degradation as a func- ing a limit of the change in water activ- tion of water activity are shown in Table ity with time. All measurements were I, and water activity changes of about made using the mechanical prefilter, ex- 0.1–0.2 are needed to double the degra- cept for those made for Capsule B. For dation rate. In a case for which a 0.1 the Capsule B measurements, all of the change in water activity is critical, tighter protective filters listed in Table II were controls of calibration may be needed. evaluated. In general, the water activity would be Water-activity standards (saturated controlled at a level well below when sig- salt solutions) were obtained from the nificant degradation occurs. Thus, the instrument supplier. Both Novasina in- examples in Table I represent mostly the struments take into account tempera- worst cases in terms of required accu- ture during calibration as long as the racy. Compared with Karl Fischer water temperature is between 15 ЊC and 30 ЊC. testing, water activity has particular ad- The Novasina instruments do not vantages when: allow for temperature control. To obtain • the sample is hygroscopic; temperature-effect data, the measuring • the sorption isotherm is relatively flat chamber was placed in a plastic bag and over the region where increased immersed in a water bath. Measurements degradation rates are noted (i.e., were only recorded after the sensor tem- little change in water content); perature reading agreed with the exter- • the amount of total water is high (e.g., nal water-bath temperature. hydrates) and variability in the meas- Because it is not easy to predict the urement makes discriminating effect of test samples on the instrument changes in water content difficult. sensor, bracketing readings of water ac- Calibration. Calibration is accom- tivity standards were performed regu- plished with the use of either saturated larly (one low and one high standard salt solutions or solutions with well- reading during each period of use, typ- characterized water activities. Saturated ically 24 hours). salt solutions that have reference values The equilibration of dosage forms to traceable to National Institute of Stan- different water activities were per- dards and Technology standards (24) formed to ensure the validity of the are available. Figure 3 shows the effect water-activity measurement. In general, of temperature on some typical water- the same type of salt solutions used in activity standards. sealed desiccators also were used for cal- ibration. Intact tablets or capsules were 62 Pharmaceutical Technology FEBRUARY 2007 www.phar mtech.com
  • 5. WATER-ACTIVITY TESTING 0.45 0.44 0.45 0.44 0.43 Water activity 0.43 Water activity 0.42 0.42 0.41 0.4 0.39 0.41 0.38 0 10 20 30 0.4 Time (min) 0.39 0.38 0 200 400 600 800 1000 1200 1400 Time (min) Figure 4: Rate of equilibration of Capsule A. 0.49 Naproxen 0.47 Enteric-coated aspirin 0.45 Ibuprofen 0.43 Water activity 0.41 0.39 0.37 0.35 0.33 0 50 100 150 200 250 300 350 400 Time (min) Figure 5: Rate of equilibration of several solid oral-dosage forms. equilibrated for 7–14 days. Crushed or in aw of Ͼ0.01 to 0.02 were not consid- composited dosages were equilibrated ered significant. for 24 hours. Sample temperature. If the sample and Studies requiring RH control were the equilibration chamber are at the performed with a humidity-controlled same temperature, then temperature has glove box (Coy Laboratory Products, a small effect on water activity within Grass Lake, MI). the temperature range of most labora- tories. The authors previously discussed Results and discussion the effects of temperature on the water Key operating conditions that were in- activity of the saturated salt standard vestigated include the effects of sample solutions used for calibration. Those ef- temperature, equilibration time, and fects are generally small and taken into sample handling (in particular, the hu- account by the instrument. The effect midity of the environment in which of temperature on solid oral-dosage samples are transferred). In addition, forms was studied for two samples: Cap- the factors affecting the specificity of sule A and naproxen. The observed ef- the sensor must be considered to sup- fects of temperature changes on water port the validation of the technique. activity were 0.003 and 0.004 aw /ЊC and Based on an earlier discussion, changes were similar to those reported by a man- 64 Pharmaceutical Technology FEBRUARY 2007 www.phar mtech.com
  • 6. ufacturer (25). The small effect of tem- Table III: Effect of sample grinding on measured water activity. perature is explained by the fact that the change in the partial pressure of water Error compared with Experiment Water activity vapor (p) with temperature for the sam- intact ple is similar (but not equal) to the mag- Intact ibuprofen tablets (different lot than 0.345 — in Figure 5) nitude of the change of the saturation Ibuprofen tablets crushed in a 80% pressure (p0) above pure water. Any relative humidity environment (2 min 0.530 ϩ53% change in the temperature of a hygro- exposure) scopic product automatically causes the Ibuprofen tablets crushed in a 10% product to exchange moisture with the relative humidity environment (2 min 0.321 –7% air (or gas) that surrounds it. Moisture exposure) is exchanged until the partial water- vapor pressure at the product’s surface and in the air is equal. For this reason, a constant temperature is important when measuring aw. Equilibration time. To understand the time required for the headspace to come into equilibrium with the sample, water activity was measured as a function of time for the products shown in Figures 4 and 5. The results for Capsule A indi- cated that equilibration occurred within 10 minutes and no significant changes occurred over the subsequent 12 hours (see Figure 4). Figure 5, which includes two typical tablet formulations and an enteric-coated aspirin tablet, shows that a 30-minute equilibration time was ap- propriate for the tablet formulations. A longer equilibration time would be needed with the enteric-coated formu- lation for the same degree of accuracy. In general, the authors have used an ac- curacy of Ϯ0.02 aw as being acceptable. Another alternative would be to crush the enteric-coated tablet, but this pro- cedure needs special precautions. For some instruments, the equilibra- tion time is not a concern. These instru- ments measure the rate of change of aw with time and will indicate a stable reading only when the rate of change is below a selected threshold. Other in- struments use a mathematical function to estimate the final equilibrium value. The advantage of measuring water ac- tivity on intact tablets is shown in Table III, in which the water activity of intact tablets is compared with that of crushed tablets under 10% and 80% RH. The total exposure time to the ambient RH was approximately 2 min (including the time to crush the tablets with a mortar and pestle). This time was used to sim- 65 Pharmaceutical Technology FEBRUARY 2007 Pharmaceutical Technology FEBRUARY 2007 65
  • 7. WATER-ACTIVITY TESTING Table IV:Water activity after equilibration and absolute 0.440 error (measured aw and theoretical aw). Nominal (55%) 0.420 Low relative humidity (10%) Measured water activity and absolute error High relative humidity (80%) 0.400 Product Low aw High aw Water activity 0.380 Enteric-coated 0.116 (0.003) 0.744 (–0.009) aspirin 0.360 Ibuprofen 0.118 (0.005) 0.738 (–0.015) 0.340 Naproxen 0.119 (0.006) 0.739 (–0.014) 0.320 0.300 0 10 20 30 40 50 Time (min) Table V: Replicate measurements of water activity. Naproxen Ibuprofen Capsule B Figure 6: Effect of ambient relative humidity during transfer on rate of equilibration. 1 0.382 0.430 0.369 2 0.382 0.419 0.370 3 0.377 0.448 0.370 ulate rapidly crushing, weighing, and transferring tablets in 4 0.397 0.439 0.372 alternative methods such as Karl Fischer. Whereas the low humidity only created a small bias, the high humidity cre- 5 0.407 0.452 0.377 ated a large error. There was a larger difference between the 6 0.401 0.439 0.373 sample water activity and the ambient conditions for the Mean 0.391 0.438 0.372 high humidity (45% RH higher) versus the low humidity Standard 0.012 0.012 0.003 (22% RH lower). The rate of water uptake versus loss is not deviation expected to be the same. A technique for reducing water Relative changes during crushing is to use a device sold to home cus- standard 3.1 2.7 0.8 tomers that sandwiches the sample between two holders, deviation (%) thus reducing contact with the ambient atmosphere. Sample handling. The effect of ambient humidity on sam- dards (one low and one high standard check) were used dur- ple handling was assessed by transferring Capsule A in en- ing each period of use (typically 24 hours) to ensure that any vironments of 10% and 80% RH. As shown in Figure 6, the changes in sensor response were readily detected. Potential effect of high or low humidity is to increase the equilibra- interferences also were removed through the use of prefilters. tion time with little effect on the final measured value. An Interferences from the enteric-coated beads in Capsule B equilibration time of 30 minutes was considered adequate. caused some difficulty. The problem appeared as a failure of A second issue with sample handling is the equilibration of the check standard and subsequent poor sensor performance water within the dosage unit. For tablets, a blended powder is with respect to drift. The sensor was replaced with a new sen- compressed and there should be little inhomogeneity of water sor, and the authors evaluated each of the chemical filters de- content. For capsules, the powder fill will be at a different water scribed in the experiment section for their ability to prevent activity than the gelatin. A study was undertaken to measure sensor failure. All filters were capable of removing the inter- the time required for equilibration to occur between the fill fering components, but the general chemical filter (activated and the capsule. For dry contents (aw ϭ 0.38) within a wetter carbon) greatly reduced response time and required as much gelatin capsule shell (aw ϭ 0.54), approximately one hour was as an hour for equilibration to occur. The interference arises required to be within 0.01 of the final water-activity value. from the degradation of the hydroxypropyl methylcellulose The same contents within a very dry shell required approxi- acetate succinate (HPMCAS) polymer to yield acetic and suc- mately three hours to be within 0.01 of the final water-activ- cinic acids. The acetic acid is a known potential interferant ity value. Thus, equilibration within the dosage unit would for this type of measurement cell (26). only be a concern for in-process testing. For in-process test- Linearity. The general calibration approach ensures a linear ing, the capsule could be opened, and the capsule shell and response to within 0.01 aw over the operating range of the powder could be placed within the testing chamber. instrument. Validation. Specificity. For the Novasina instruments, the sen- Accuracy. Accuracy at equilibrium is assessed by comparing sor responds to any polar volatile component that affects the the water activity of equilibrated samples with the theoreti- resistance or the capacitance of the polymer used in the sen- cal water activity (the RH to which the sample was equili- sor. Most pharmaceutical tablets or capsules either will have brated using a controlled humidity chamber). Samples were no solvents or the solvents are removed during the process- equilibrated over the same type of saturated salt solutions ing and drying of the dosage form. Bracketing check stan- used to calibrate the instrument. This approach was evalu- 66 Pharmaceutical Technology FEBRUARY 2007 www.phar mtech.com
  • 8. WATER-ACTIVITY TESTING ated with an enteric-coated aspirin tablet and two other tablet of the chamber seal integrity should be evidenced by a fail- formulations as shown in Table IV with a general accuracy ure of standards that are dissimilar from the RH of the room. of 0.01–0.02 aw. The same approach was taken by Mahajan et al., with a similar degree of accuracy (17). As previously Water activity as part of a control strategy mentioned, a 30-minute equilibration time generally has Water measurements as part of a control strategy generally been adequate for capsules and tablets. must be quantitative (correcting for water content in a drug Precision. Replicate measurements were made for two tablet substance) or must be related to a change in a chemical or formulations and one capsule formulation (see Table V). The physical property. For solid oral-dosage forms, water is usu- relative standard deviations for replicate measurements were ally measured because of an adverse effect of water on either 1–3%. chemical stability or a physical attribute of the formulation Instrument qualification of maintenance (Novasina Instrument). such as drug release. Much of current measurement of water Using the guidelines published in a recent white paper (27), by Karl Fischer testing could be replaced with water-activity water-activity instruments would be Class B, principally re- testing because water activity is easier to measure, less sub- quiring calibration to ensure performance. At the initial in- ject to handling problems, and as good or better at correlat- stallation and every 6 months thereafter, four standards are ing to physical and chemical changes than total water. checked (0.11, 0.33, 0.75, and 0.90). If the measured results Additional advantages of water activity testing are: are more than 0.02 aw outside of the theoretical value, then • One immediately knows whether the sample is likely to the instrument calibration for that standard is changed. Note add or lose water relative to the external environment. that the 0.53 standard may be used for laboratories with ad- • The risk of microbial growth is assessed readily based on equate temperature control or the reading must be corrected the earlier discussion in which aw Ͻ 0.6 has no risk for mi- for temperature (see Figure 3). The use of daily bracketing crobial growth. standards is recommended to ensure that the instrument con- • Samples with water activities approaching the area of the tinues to work properly and that the sample does not affect sorption isotherm where “free” water is present are at a instrument performance. higher risk of adverse chemical or physical effects. The instrument is operated with the alcohol prefilter, and Where water measurements are part of a regulatory com- records are maintained for the installation of the prefilter. mitment, water-activity results would need to be related to The replacement of the prefilter depends on the type and Karl Fischer measurements by the sorption isotherm. The number of samples measured, but it should be replaced at specification for water activity then could be set to correspond least every six months. The standards themselves are avail- to the Karl Fischer specification. able from the vendor with a certificate, and the vendor rec- The establishment of water activity as an analytical proce- ommends a use period of several years. Some water activity dure would generally involve: standards will dry out over time, and some water must be • determining which instruments are most suitable for the added to maintain a saturated suspension. Aqueous, single- intended application (see Table VI); use solution standards also are available from some vendors. • qualifying the instruments (using white paper [26], cate- The stainless steel chambers also should be cleaned and gory B, calibrate); sanded periodically to remove any rust. The o-ring seal on • using daily check standards; the chamber should be inspected regularly and replaced if • using protective filters for materials with expected volatile any cracking or other defects are noted. A significant failure contaminants; 68 Pharmaceutical Technology FEBRUARY 2007 www.phar mtech.com
  • 9. WATER-ACTIVITY TESTING • validating methods once they are being used for lot-release purposes. Table VII: Options for implementing water-activity Table VI describes some differences in the types of instru- testing as a function of registration status. ments. Only representative manufacturers are included. Product registration status Options The approach used by all of the instruments is nondestruc- tive. The instruments vary in the cutoff at low RH, the con- Establish water activity as an trol of temperature, and the detection of the equilibration alternate procedure with a limit based end-point. Measurement time is faster for the laser absorp- Marketed product with on sorption isotherm. tion and the instruments that extrapolate the detection of the Karl Fischer water test If actual water levels are close to end-point; but, temperature control generally lengthens the registration limit, then variations in measurement time to 10–30-minutes for all the instruments. isotherms should be considered. The Lighthouse instrument would be especially useful for lyophilized formulations because the measurement can be Marketed product with Follow normal practices for changing made on the headspace of the product vial. Reference 16 has no registered Karl analytical procedures. Fischer water test more details about differences in cost and applicability. The control strategy also must be consistent with the reg- 1. Implement with the intent to use ulatory strategy. Table VII summarizes options relative to the water activity as an internal GMP product registration status. Product starting test (e.g., not registered). Routine control of instrumentation. For the instruments that registration stability or 2. Correlate Karl Fischer and water earlier activity tests to keep options open, have sample contact with the sensor, bracketing readings of but use water activity as the the standard solutions should be used to ensure that the sen- principal test. sor is providing accurate results and that the samples did not contaminate the sensor. The use of a protective filter should salt suspensions also require some maintenance to replace be tracked such that the filter is replaced at least as frequently lost water from evaporation. These standards should be as the manufacturer suggests. Standards that are saturated checked each time they are used. 70 Pharmaceutical Technology FEBRUARY 2007 www.phar mtech.com
  • 10. Conclusions of Analysis (AOAC, Gaithersburg, MD, 1995), method number 978.18. Water activity is a valid alternative to total water measure- 17. R. Mahajan et al., “A Novel Nondestructive Approach for Measur- ments (KF) in assessing the potential for water to adversely ing Moisture Activity in Pharmaceutical Samples,” Pharm.Technol. affect the formulation’s microbial or chemical quality. Water 29 (10), 88–104 (2005). activity has been accepted in the food industry and widely 18. B. Duersch et al., “Monitoring the Headspace Inside Pharmaceuti- discussed in the pharmaceutical industry as an appropriate cal Packaging,” presented at IIR conference on “Hydrolysis and Sta- bilization of Pharmaceuticals,” Philadelphia, PA, July 2005. measurement for water to prevent microbial growth. Like- 19. B. Snider, “Mass Balance Issues with Low Dose Compounds,” pre- wise, water activity also can be used to evaluate the poten- sented at Annual Meeting of the American Association of Pharma- tial effect of water on chemical and physical changes in the ceutical Scientists, Indianapolis, IN, November 2000. formulation. The Novasina ms1 and AW instruments in par- 20. Unpublished data. ticular have proven to be sufficiently precise and accurate to 21. K.C. Waterman et al., “Hydrolysis in Pharmaceutical Formulations,” Pharm. Dev. Technol. 7 (2), 113–146 (2002). measure the water activity of typical solid oral-dosage forms. 22. D. Genton and U.W. Kesselring, “Effect of Temperature and Rela- tive Humidity on Nitrazepam Stability in Solid State,” J. Pharm. Sci. Acknowledgments 66 (5), 676–680 (1977). Thanks to Jim Farmer for his assistance. 23. L.N. Bell and T.P. Labuza, “Aspartame Degradation as a Function of Water Activity,” Adv. Exp. Med. Biol. 302, 337–349 (1991). 24. L. Greenspan, “Humidity Fixed Points of Binary Saturated Aque- References ous solutions,” J. Res. Natl. Bur. Stand. A. Phys. Chem. 81A, 89–96 1. M. Mathlouthi, “Water Content, Water Activity, Water Structure (1977). and the Stability of Foodstuffs,” Food Control 12 (7), 409–417 (2001). 25. Rotronic Instrument Corp.,“Water Activity Varies only by Roughly 2. C. Ahlneck and G. Zografi, “The Molecular Basis of Moisture Ef- 0.0005 to 0.005 Aw (0.05 to 0.5 %RH) when Temperature Changes fects on the Physical and Chemical Stability of Drugs in the Solid by 1 ЊC” (Rotronic Instrument Corp., Huntington, NY), http:// State,” Int. J. Pharm. 62 (2–3), 87–95 (1990). www.rotronic-usa.com/datasheets/Ref/Aw/ 3. S. Brunauer, P.H. Emmett, and E. Teller, “Adsorption of Gases in aw_define.htm, accessed Jan. 11, 2007. Multimolecular Layers,” J. Amer. Chem. Soc. 60, 309–319 (1938). 26. Novasina, “Water Activity Measurement,” (Novasina, Pfäffikon, 4. J. 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Cundell, “The Application of Water Activity Call for papers Measurement to the Microbiological Attributes Testing of Nonster- ile Over-the-Counter Drug Products,” Pharm. Forum. 24 (2), Pharmaceutical Technology is seeking technical research and 6087–6090 (1998). viewpoint articles on a variety of subjects related to applied 9. R.R. Friedel, “The Application of Water Activity (aw) Measurement to the Microbiological Attributes Testing of Raw Materials Used in research and development,scale-up,and manufacturing the Manufacture of Non-Sterile Pharmaceutical Products,” Pharm. technology for the pharmaceutical industry. Forum. 25 (6), 8974–8978 (1999). 10. P.S. Taoukis, T.P. Labuza, and I.S. Saguy, “Kinetics of Food Dete- Topics of interest include: rioation and Shelf-Life Prediction” in Food Engineering Practice, K.J. • biotechnology/large-molecular processes; Valentas, E. Rotstein, and R.P. Singh, Eds. (CRC Press, Boca Raton, FL, 1997). • analytical testing; 11. J.T. Carstensen and A. Li Wan Po, “The State of Water in Drug De- • solid-dosage manufacturing; composition in the Moist Solid State: Description and Modeling,” Int. J. of Pharm. 83 (1–3), 87–94 (1982). • regulatory affairs; 12. E.Y. Shalaev and G. Zografi, “How Does Residual Water Affect the • validation and compliance; Solid-State Degradation of Drugs in the Amorphous State?” J. Pharm. Sci. 85 (11), 1137–1141 (1996). • ingredients; 13. K.C. Waterman et al. “Hydrolysis in Pharmaceutical Formulations,” • drug delivery technology; Pharm. Dev. Technol. 7 (2), 113–147 (2002). 14. K.C. Waterman and R.C. Adam, “Accelerated Aging: Prediction of • standards. Chemical Stability of Pharmaceuticals,” Int. J. Pharm. 293 (1–2), Author guidelines are available on Pharmaceutical 101–125 (2005). 15. L. Bell, “Water Activity and Reaction Rates/Physical Properties/ Technology‘s Web site (www.pharmtech.com).Please send Shelf-Life,” IFT Fundamentals of Water Activity Short Course pre- submissions to Kaylynn Chiarello-Ebner, sented at the 2002 Annual Conference of the Institute Food Tech- nologists, Anaheim, CA, 2002. kchiarello@advanstar.com. 16. AOAC, “Water Activity of Canned Vegetables” in Official Methods 71 Pharmaceutical Technology FEBRUARY 2007 Pharmaceutical Technology FEBRUARY 2007 71