A Beginners Guide to Building a RAG App Using Open Source Milvus
The Benefits of UPLC Technology in the Analytical Laboratory
1. The Benefits of Using UPLC® in the
Analytical Laboratory
Chromatography Forum of Delaware Valley Poster Session
Jim Alexander
Rohm and Haas Co.
April 17, 2008
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2. Terminology
HPLC – High Performance Liquid Chromatography
Early 1970’s
10, 5, 3.5 µm particles
4.6 mm x 250 mm, 2.1 x 150 mm, and 1.0 x 150 mm
1,000 – 3,000 psi (system max 6,000 psi)
Gradient analysis ~45 min.
UPLC® – Ultra Performance Liquid Chromatography
2004 (Waters Corp.)
1.7 µm particles
2.1 mm x 150 mm, 2.1 x 50 mm, and 1.0 x 50 mm
2,000 – 14,000 psi (maximum pressure 15,000 psi)
Gradient analysis ~4.5 min. Separation
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5. Efficiency, Resolution, and Pressure
N = L / h dp N1/2 (α−1) k2
Rs =
α k2+1
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N = efficiency
Rs = resolution
L = column length
α = selectivity factor
k2 = capacity factor
h = reduced height
equivalent to a theoretical
plate
φuηL
dp = mean particle diameter P=
dp2
P = pressure drop
u = linear velocity
The goal is to obtain separation η = mobile phase viscosity
φ = flow resistance factor
conditions with the highest
resolving power (Rs) possible. This
can be achieved by increasing
efficiency (N).
Separation
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6. The Advantages of sub-2 µm Particles
Speed
5 µm dp 1.7 µm dp, then 9x speed
3.5 µm dp 1.7 µm dp, then 4x speed
Fopt ∝ L/dp
5 µm dp 1.7 µm dp, then 3x flow rate and 3x N
Therefore, L 3x and maintain Rs in 1/9 the time.
Must consider pressure drop
Popt ∝ 1/dp3
5 µm dp 1.7 µm dp, then 25x P
If, L 3x, then 8x P
Separation
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7. The Advantages of sub-2 µm Particles
Resolution
Rs ∝ N N ∝ 1/dp Rs ∝ 1/ dp
5 µm dp 1.7 µm dp, then 3x N and 1.7x Rs
3.5 µm dp 1.7 µm dp, then 2x N and 1.4x Rs
What is the effect of
Rs=0.4
0.5 0.6
1.7x or 70% more
0.7
resolution?
70%
1.25
1.0
0.8
Separation
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7 Waters UPLC Presentation, ASMS, 2006
8. The Advantages of sub-2 µm Particles
Resolution
Rs ∝ N N ∝ 1/dp Rs ∝ 1/ dp
5 µm dp 1.7 µm dp, then 3x N and 1.7x Rs
3.5 µm dp 1.7 µm dp, then 2x N and 1.4x Rs
Sensitivity
w ∝ 1/ N
5 µm dp 1.7 µm dp, then 1.7x S/N
3.5 µm dp 1.7 µm dp, then 1.4x S/N
Separation
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9. The Advantages of sub-2 µm Particles
Speed
5 µm dp 1.7 µm dp, then 9x speed
3.5 µm dp 1.7 µm dp, then 4x speed
Fopt ∝ L/dp
5 µm dp 1.7 µm dp, then 3x flow rate and 3x N
Therefore, L 3x and maintain Rs in 1/9 the time.
Must consider pressure drop
Popt ∝ 1/dp3
5 µm dp 1.7 µm dp, then 25x P
If, L 3x, then 8x P
Separation
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10. The Advantages of UPLC
Separation
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Waters UPLC Presentation, ASMS, 2006
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11. Analysis Conditions as a Function of Particle Size
At constant column length.
optimal flow rate,
d p, µm analysis time, min L, cm
N P, psi
mL/min
5.0 30 25,000 270 1.00 25
3.0 18 42,000 1,300 1.67 25
1.5 9 83,000 10,000 3.33 25
1.0 6 125,000 34,000 5.00 25
J. E. MacNair, K. D. Patel and J. W. Jorgenson, Anal. Chem. 1999, 71, 700.
At constant efficiency.
optimal flow rate,
d p, µm analysis time, min L, cm
N P, psi S/N
mL/min
5.0 30 25,000 270 1.00 25 1
3.0 11 25,000 780 1.67 15 1.7x
1.5 2.7 25,000 3,000 3.33 8 3.3x
1.0 1.2 25,000 6,800 5.00 5 5.0x
Separation
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16. Comparison of 5.0 µm and 1.7 µm Columns
Increased Sensitivity
041907058 2: Diode Array
1.67 Range: 1.195e-1
2.3x Increase in Signal
1.1e-1
Waters BEH C18, 1.7 µm
Waters XBridge C18, 5.0 µm
2.1 x 50 mm 1.0e-1
Sensitivity
F = 0.21 mL/min
H2O/ACN (40:60)
w ∝ 1/ N
9.0e-2
40C, 1 µL inj.
254 nm 5 µm dp 1.7 µm dp, then 1.7x S/N
Analyte: Toluene 8.0e-2
3.5 µm dp 1.7 µm dp, then 1.4x S/N
7.0e-2
AU
6.0e-2
1.7 µm
5.0e-2
4.0e-2
3.0e-2
5.0 µm
2.0e-2
1.0e-2
Separation
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0.0 Time
1.20 1.40 1.60 1.80 2.00
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17. RP Test Mixture – Isocratic Separation
Peak Area and Retention Time Repeatability
RP Test mix D4, 60:40
041907043 2: Diode Array
Range: 3.196e-1
0.40
0.31
Retention Time
3.0e-1
RP Test Mixture %RSD 0.14% (0.03 s)
Waters BEH C18, 1.7 µm
2.8e-1
Peak Area
2.1 x 50 mm
2.6e-1
%RSD 0.14%
F = 0.60 mL/min
2.4e-1
H2O/ACN (40:60)
40C, 1 µL inj. (partial loop)
2.2e-1
254 nm
Retention Time
2.0e-1
%RSD 0.14% (0.05 s)
1.8e-1
Peak Area
Overlay of 7 injections
N,N-Diethyl-m-Toluamide
1.6e-1
%RSD 0.13%
AU
1.4e-1 0.59
1.2e-1
1.0e-1 0.24
8.0e-2
Toluene
Phenol
6.0e-2
4.0e-2
0.28
2.0e-2
0.0
Time
0.05 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 0.55 0.60 0.65 0.70
Separation
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18. Comparison of Conventional and UPLC Separations
070506007 2: Diode Array
2.31 Range: 1.424e-1
5.0e-2
XTerra C18 Column
4.0e-2
1 x 150 mm, 3.5 µm, 50 µL/min
3.0e-2
1.73
2.0e-2
AU
1.0e-2
26.05
22.95
2.96 3.27
0.0
-1.0e-2
2.50 5.00 7.50 10.00 12.50 15.00 17.50 20.00 22.50 25.00 27.50 30.00 32.50 35.00 37.50
070706009 2: Diode Array
0.37 Range: 5.223e-1
1.6e-1
1.4e-1
1.2e-1
1.0e-1
9-fold reduction UPLC BEH C18 Column
8.0e-2
AU
in analysis time
3.18
1 x 50 mm, 1.7 µm, 150 µL/min
6.0e-2
4.0e-2
2.0e-2
0.64
1.88
0.0
-2.0e-2
Time
2.50 5.00 7.50 10.00 12.50 15.00 17.50 20.00 22.50 25.00 27.50 30.00 32.50 35.00 37.50
Separation
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19. Comparison of Conventional and UPLC Separations
L AS , 1 0.4 pp m
070506007 2: D iode A rray
R ange: 1.141e-2
-7.0e-3
XTerra C18 Column
-8.0e-3
-9.0e-3
1 x 150 mm, 3.5 µm, 50 µL/min
-1.0e-2
-1.1e-2
-1.2e-2
AU
-1.3e-2
13.2 s
-1.4e-2
peak width
-1.5e-2
-1.6e-2
-1.7e-2
-1.8e-2 T im e
6.00 7.00 8.00 9.00 10.00 11.00 12.00 13.00 14.00 15.00 16.00
L AS , 1 0.4 pp m
070706009 2: D iode A rray
1.88 R ange: 2.86e-2
4.0e-3
2.0e-3
1.9 7
-1.709e-9
UPLC BEH C18 Column
-2.0e-3
-4.0e-3
1 x 50 mm, 1.7 µm, 150 µL/min
2.4 s
-6.0e-3
-8.0e-3
peak width
AU
-1.0e-2
-1.2e-2
-1.4e-2
-1.6e-2
-1.8e-2
-2.0e-2
Separation
-2.2e-2
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T im e
1.00 1.10 1.20 1.30 1.40 1.50 1.60 1.70 1.80 1.90 2.00 2.10 2.20 2.30 2.40 2.50
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20. The Benefits
Speed
Methods are developed faster
Samples are analyzed faster, information returned to
clients faster
For example, in 8 h we can run 96 analyses (5 min
method) versus 14 analyses (35 min method)
Quality of results
Data is rugged and reliable
Additional experiments can be run to verify results
without a significant loss of time
Analyst
Approach to solving problems changes
Chances for success improved Separation
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21. The Benefits
Versatility
The ACQUITY UPLC can be used with analytical,
narrow bore, and microbore columns from 10
µL/min to 2 mL/min
Column Chemistry
UPLC BEH C18 1.7 µm columns have been
excellent direct replacements for other HPLC C18
columns
The 1 x 50 mm and 2 x 50 mm formats have been
the most useful for fast separations
Batch to batch differences are minimal
Separation
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