SlideShare a Scribd company logo
Deepak K. Bharati, et al / Int. J. of Res. in Pharmacology & Pharmacotherapeutics Vol-3(2) 2014 [130-135]
www.ijrpp.com
~ 130~
ISSN Print: 2278 – 2648 IJRPP |Vol. 3 | Issue 2 | April-June-2014
ISSN Online: 2278-2656 Journal Home page: www.ijrpp.com
Review article Open Access
Translational Pharmacology: New approach of drug discovery
*
Deepak K. Bharati1
, Bharat V. Dhokchawle1
, Savita J. Tauro1
, Swati S. Rawat2
.
1
Dept. of Pharmacology, St. John Institute of Pharmacy & Research, Vevoor, Manor Road,
Palghar (E), Thane, Maharashtra- 401404
2
Dept. of Pharmaceutics, S.N.D. College of Pharmacy, Babhulgoan, Yeola, Nasik
Maharashtra.
* Corresponding author: Deepak K. Bharati,
E-mail id: deepakbharti007@gmail.com
ABSTRACT
Increasingly, the field is recognizing the need to enable a closer collaboration of industry and academia to create a
more efficient system for developing new drugs. In parallel with this, the world of drug discovery has seen the
emergence of translational research as an alternative approach to the creation of new drugs, and there is growing
support for the claim that this strategy may provide solutions to some of the woes of the pharmaceutical industry.
Translational medicine and translational pharmacology have become terms increasingly used to describe the focus
of applied pharmacological research to ultimately help patients. Yet, the number of effective medicines reaching the
approval stage continues to decline. Drug discovery represents the first step in the creation of new drugs, and takes
place in academic institutions, biotech companies, and large pharmaceutical corporations. With the rise of
translational research these relationships are shifting and new hubs are emerging, as key players seek to pool the
expertise necessary to generate new therapies by linking laboratory discoveries directly to unmet clinical needs.
Keywords: Translational Pharmacology, Drug Discovery, Applied Research.
INTRODUCTION
An untold number of scientists, doctors, researchers
and public practitioners go to the work every day
hoping to make difference in people’s health. They
spend lifetime trying to find the best way to prevent
heart disease, cancer, motor vehicle crashes, HIV
infections, obesity, and hundreds of other public
health problem. What would you say if you know
that many of the effective strategies to prevent these
problems never got used? Sadly this is what happens
in public health. The best scientific discoveries often
do not make it into practice setting and those that do
take more than a decade to get there.
Failure to address the chasm between research and
prevention practice not only means we have poorly
invested in programs or strategies that are
underutilized or not utilized at all, it also means we
are failing to harness the best existing science to
prevent illness ,injuries, disabilities and death.
Internationally pharma sector spend billions of
money each year in both the public and private
International Journal of Research in
Pharmacology & Pharmacotherapeutics
Deepak K. Bharati, et al / Int. J. of Res. in Pharmacology & Pharmacotherapeutics Vol-3(2) 2014 [130-135]
www.ijrpp.com
~ 131~
sectors on biomedical, clinical, and health services,
undergraduate healthcare professional training and
continuing professional development, quality
improvement, patient safety, and risk management.
Even though our pharma sector and healthcare
systems fail to ensure that effective and cost-effective
programs, services, and drugs get to all of those who
need them; and healthcare professionals fail to
provide the level of care to which they aspire. One of
the most consistent findings from clinical and health
services research is the failure to translate research
into practice and policy.
Translational medicine and translational
pharmacology are the terms increasingly used to
describe the focus of applied pharmacological
research to ultimately help patients. Yet, the number
of effective medicines reaching the approval stage
continues to decline. Current investment efforts in
pharmaceutical R&D have not warranted serendipity,
nor provided a solid basis for the selection of
candidate molecules that yield the expected
performance in humans. Such a translational gap in
drug research has many historical causes, many of
which remain entrenched into the scientific rationale
currently used for the generation of empirical
evidence (1). First, it should be noted that
improvement in the translation between pre-clinical
(basic) and clinical stages in the R&D process
requires a shift away from the industrial setting used
in drug discovery and development. Second, some
tenets of science cannot be ignored in translational
research. The sharply contrasting trends of
investment and productivity have gained significant
attention and have led the key sectors involved to re-
examine their practices and their relationships with
one another (2, 3). A changing paradigm for the
development of new drugs is emerging, captured by
the current buzzword ‘translational research’. This
new approach is based on directly matching ideas for
new therapies with the needs of patients as observed
in the clinic, and represents a more focused strategy
for creating new drugs than the traditional model. In
this review I will discuss how these different
institutions are embracing translational research and
are re-organizing their relationships with one another
to increase the efficiency of bringing new drugs to
market.
Non-clinical pharmacological studies, including
primary pharmacology, secondary pharmacology and
safety pharmacology (SP), are an essential element of
the drug discovery and development process. Unlike
primary and secondary pharmacology studies that
explore the mode of action of the candidate drug and
its effects related or unrelated to the therapeutic
target, respectively, Safety pharmacology identifies
the “potential undesirable pharmacodynamic effects
of a substance on physiological functions in relation
to exposure in the therapeutic range and above” (4)
which are not identified by standard non-clinical
toxicological studies.
DEFINING TRANSLATIONAL
RESEARCH
Increasingly, the field is recognizing the need to
enable a closer collaboration of industry and
academia to create a more efficient system for
developing new drugs (5,6). In parallel with this, the
world of drug discovery has seen the emergence of
translational research as an alternative approach to
the creation of new drugs, and there is growing
support for the claim that this strategy may provide
solutions to some of the woes of the pharmaceutical
industry (7,8).
The relationship between dose, systemic exposure,
and both safety and efficacy are the most important
elements in biopharmaceutical/ drug development. In
order to proceed successfully through clinical
development, it is necessary to accurately assess and
demonstrate a favorable risk/benefit relationship at
each milestone. Results of the preclinical
pharmacology-toxicology program are submitted to
the FDA as part of an Investigational New Drug
(IND) Application to support the proposed first-in-
human clinical trial. The focus of the FDA’s clinical
reviewers when assessing a Phase I IND application
is whether the first-in-human clinical study is
designed to demonstrate safety in a small number of
subjects without putting these subjects at unnecessary
risk.
Although safety is the main focus in the preclinical
studies and early clinical trials, the sponsor should
also be thinking in terms of defining the relationship
between dose, exposure and efficacy. Contemporary
Phase 2 clinical trials most often fail because
Deepak K. Bharati, et al / Int. J. of Res. in Pharmacology & Pharmacotherapeutics Vol-3(2) 2014 [130-135]
www.ijrpp.com
~ 132~
insufficient attention was paid to accurately
translating preclinical efficacy findings to clinical
doses that are not just safe, but have a high chance of
demonstrating efficacy (9, 10), In fact, the incidence
of failure due to efficacy in Phase 2 clinical trials is
actually increasing based on an analysis of 2008-
2010 data. Analysis of Phase 3 trial failures between
2003-2007 indicate that ~45% are unsuccessful
because of failure to demonstrate efficacy compared
to placebo (11). These data for Phase 2 & 3 failures
are very sobering to CEOs and investors when
considering the prospects for success and return on
investment.
Translational research, translational medicine, and
translational science are often used synonymously,
and the term ‘translational’ has been used to generate
a variety of other disciplines such as translational
genomics (12), translational psychiatry (13),
translational bioinformatics (14), and translational
neuroscience (15). The common element among
these is the notion of translating discoveries in the
laboratory into new clinical therapies. Often
described as research ‘from bench to bedside and
back again’ (16), translational research is based on
the concept that the creation of new drugs should
relate directly to patient needs and should couple
laboratory research with observations made in the
clinic.
The hallmark of the translational approach to drug
development is that it incorporates the target of a
specific unmet clinical need from the outset. Unlike
traditional research-based discovery, which seeks to
understand basic cellular mechanisms and apply
these learning’s to design new therapies, translational
research targets mechanisms underlying clinically
relevant problems and designs drugs to address those
issues directly. At its broadest, translational research
encompasses three principal components: laboratory
research, clinical practice, and population effects in
the community. These are often described in a two-
stage process, termed T1 and T2, which refer to
laboratory-to-clinic and clinico- community stages,
respectively (17).
By focusing drug design and testing stages on the
defined goal, translational research represents a
streamlined approach with the potential to yield new
drugs faster than the traditional drug development,
and with a greater probability of success in the
defined patient population.
THE FUTURE OPPORTUNITY
We view preclinical and clinical PK/PD studies as a
continuum that permits optimal translation of dose
from animal studies to clinical trials and finally to
clinical practice. PK/PD analysis should not be
performed as an afterthought or simply to meet
regulatory requirements, but rather must be carried
out with careful planning from early development
through product approval. The fundamental principle
of translational pharmacology is to design
pharmacokinetic and toxico-kinetic studies in the
preclinical setting and early Phase 1 clinical trials
with the purpose of accurately and effectively
modeling the dosing so that critical clinical trials
maximize their chance of success with respect to both
safety and efficacy. Therefore, the goal of
translational pharmacology is not simply to design
preclinical studies to demonstrate safety for first-in-
human clinical administration, but to design studies
that, together with Phase 1 clinical data, will be used
to maximize the chances of success in the Phase 2
and Phase 3 clinical trials. It is worth noting that
preclinical, first-in-human and other Phase 1 studies
can be particularly well suited to PK/PD analyses
since a wide range of dose levels are often assessed
and blood sampling tends to be intensive (data rich).
Furthermore, depending on the therapeutic area,
biomarker data can be incorporated into such studies
relatively easily and biomarkers can play a role in
bridging animal and human pharmacology,
toxicity/safety evaluation, dose selection, patient
selection. The use of biomarkers can be an integral
part of reducing the risk of Phase 2 trial failure (18).
Later in clinical development, we utilize data
gathered across clinical trials to characterize the
relationships between dose, safety, efficacy,
biomarkers and key population covariates. These
data are used to help define dosing guidelines for use
in clinical practice following approval.
Many of the departments, centers, and institutes
identified as having translational departments are
involved in collaborations between different
organizations, frequently including academic
institutions and hospitals. These relationships
represent the core of translational research in
Deepak K. Bharati, et al / Int. J. of Res. in Pharmacology & Pharmacotherapeutics Vol-3(2) 2014 [130-135]
www.ijrpp.com
~ 133~
facilitating access between clinicians treating patients
and bench scientists exploring mechanisms of drug
action. The diverse use of ‘translational’ in these
departments’ names or projects reflects a range of
different objectives, which broadly can be
categorized into T1 and T2 research. T1 departments
reside primarily in universities or other institutes of
higher learning, and focus on the laboratory
discoveries that relate to specific clinical endpoints.
Idea generation for new drugs and the earliest stages
of drug discovery occur in these T1-oriented
departments, which enable laboratory scientists to
team together with practicing physicians who provide
input into clinical practices for different diseases, and
who can perform early stage clinical trials on new
drugs. Similarly, as the clinicians discover significant
unmet needs among their patients, these centers allow
them to brainstorm directly with laboratory
researchers, and to devise potential solutions or plan
projects that determine the underlying molecular
mechanisms.
T2 departments integrate community outreach
programs with clinical practices, with the aim of
providing a means for understanding how well
treatment strategies are working at a population level.
Fewer departments appear dedicated solely to T2
rather than T1 research, although this may reflect a
lower tendency to publish in the scientific literature,
issues related to patient confidentiality or ability to
obtain NIH-funded grants. T2-focused centers can
relay medical issues in the community to physicians,
leading to the adoption of improved treatment
paradigms.
HOW TO ACHIEVE THIS FROM HERE
The importance of preclinical and clinical
pharmacokinetics to designing a successful clinical
trial design cannot be overemphasized. The expense
associated with PK/PD analysis and modeling is
trivial compared to the cost of failed clinical trials
and the potentially devastating consequences for
small companies. Therefore, the careful planning of
a translational pharmacology program that spans
preclinical through clinical studies and provides
information that maximizes the chances of success in
the clinic is a service that adds great value to a
clinical development program for a
biopharmaceutical or drug.
Accordingly, our approach is to establish a program
that utilizes state-of-the-art PK/PD analysis and
modeling that will target and optimize the likelihood
of demonstrating efficacy as early as possible in
clinical testing. Application of pharmaco-metrics
across the entire development life cycle is critical to:
1) The design and execution of a preclinical
pharmacology-toxicology program;
2) The design and execution of successful clinical
trials;
3) Achieving a positive benefit/risk balance
supporting licensure;
4) Establishing an effective post-marketing and
pharmaco-vigilance program.
Thus, PK/PD models are becoming increasingly
critical knowledge-building tools, not only for late
phase clinical trials, but throughout the entire drug
development process.
Biologics Consulting Group consultants welcome the
opportunity to bring their unparalleled depth and
breadth of experience to navigate the major
challenges inherent in the development pathway to
new therapeutic drug/biopharmaceutical licensure.
PRE-CLINICAL AND CLINICAL
PHARMACOKINETICS/PHARMACODYN
AMICS STUDIES
Pre-clinical and clinical PK/PD studies permit
optimal translation of dose from animal studies to
clinical trials and finally to clinical practice. PK/PD
analysis shouldn't be performed as an afterthought or
simply to meet regulatory requirements, but rather
carried out with careful planning from early
development through product approval.
The fundamental principle of translational
pharmacology is to design PK and toxico-kinetic
studies in the pre-clinical setting and early phase I
clinical trials with the purpose of accurately and
effectively modeling the dosing so that critical
clinical trials maximize their chance of success with
respect to both safety and efficacy. The goal of
translational pharmacology is not simply to design
pre-clinical studies to demonstrate safety for first-in-
human clinical administration, but to design studies
that, together with phase I clinical data will be used
to maximize the chances of success in the phase II
and phase III clinical trials.
Deepak K. Bharati, et al / Int. J. of Res. in Pharmacology & Pharmacotherapeutics Vol-3(2) 2014 [130-135]
www.ijrpp.com
~ 134~
Pre-clinical, first-in-human and other phase I studies
can be particularly suitable to PK/PD analyses since a
range of dose levels are often assessed and blood
sampling tends to be intensive (data rich). Depending
on the therapeutic area, biomarker data can be
incorporated into such studies easily and biomarkers
can help bridge animal and human pharmacology,
toxicity/safety evaluation, dose selection, patient
selection. The use of biomarkers can be an integral
part of reducing the risk of phase II trial failure. Later
in clinical development, data gathered across clinical
trials can characterize the relationships between dose,
safety, efficacy, biomarkers and population
covariates.
This data helps define dosing guidelines for use in
clinical practice following approval. Biomarkers play
a key role in accelerated approval. There is a need
and a critical role that PK/PD assessments and
modeling can play in increasing the chances for
success in the development process. Particularly for
an oncology drug, it's a therapeutic area that has one
of the highest failure rates (estimated at 90 per cent).
CONCLUSION
Academia, biotech companies and pharmaceutical
corporations are embracing translational research for
its potential to increase the number of drugs
successfully brought to market. Acknowledging the
need for greater collaboration between these different
sectors, substantial investments have been made by
the National Institutes of Health (NIH) and the
pharmaceutical industry, Nonetheless, translational
research clearly represents a dominant new strategy
across the field of drug discovery, and the next
decade will most probably see significant changes in
the relationships between academics, biotech
companies, and pharmaceutical corporations.
ACKNOWLEDGMENT
Authors are thankful to Mr. Albert W. D’souza,
Chairman, Aldel Education Trust for his motivation
and encouragement. Authors are also thankful to St.
John Institute of Pharmacy & Research, Palghar,
Thane for providing platform to carry out this work.
REFERENCES
[1] C. Simone Fishburn: Translational research: the changing landscape of drug discovery, Drug Discovery
Today, Volume 18, Numbers 9/10,May 2013
[2] Cressey, D. (2011) Traditional drug-discovery model ripe for reform. Nature 471, 17–18
[3] Maxmen, A. (2011) Translational research: the American way. Nature 478, S16–S18
[4] Hamdam, J., et al., Safety pharmacology — Current and emerging concepts, Toxicol. Appl. Pharmacol.
(2013), http:// dx.doi.org/10.1016/j.taap.2013.04.039
[5] Sanchez-Serrano, I. (2006) Success in translational research: lessons from the development of bortezomib.
Nat. Rev. Drug Discov. 5, 107–114
[6] Wadman, M. (2010) NIH encourages translational collaboration with industry. Nat. Rev. Drug Discov. 9,
255–256
[7] Cohen, A.F. (2010) Developing drug prototypes: pharmacology replaces safety and tolerability? Nat. Rev.
Drug Discov. 9, 856–865
[8] Fitzgerald, G. (2010) Drug development needs a new brand of science. Nature 468, 869
[9] Arrowsmith, J, Phase II failures: 2008-2010. Nature Review [Drug Discovery] 10:May 2011
[10]Rubio-Viqueria B and Hidalgo M, Mouse xenograft models for drug discovery in pancreatic cancer.
Chapter 2 In Drug Discovery and Pancreatic Cancer H. Han, P. Grippo (eds.) Springer Science + Business
Media LLC,p 29-49, 2010.
[11]Invention Reinvented: McKinsey Perspectives on Pharmaceutical R&D, McKiney and Company, 2010
[12]Khoury, M.J. et al. (2007) The continuum of translation research in genomic medicine: how can we
accelerate the appropriate integration of human genome discoveries into health care and disease
prevention? Genet. Med. 9, 665–674
[13] Stahl, S.M. (2010) Psychiatric stress testing: novel strategy for translational psychopharmacology.
Neuropsychopharmacology 35, 1413–1414
Deepak K. Bharati, et al / Int. J. of Res. in Pharmacology & Pharmacotherapeutics Vol-3(2) 2014 [130-135]
www.ijrpp.com
~ 135~
[14]Sarkar, I.N. et al. (2011) Translational bioinformatics: linking knowledge across biological and clinical
realms. J. Am. Med. Inform. Assoc. 18, 354–357
[15] Wetmore, D.Z. and Garner, C.C. (2010) Emerging pharmacotherapies for neurodevelopmental disorders. J.
Dev. Behav. Pediatr. 31, 564–581
[16] Ledford, H. (2008), Translational research: the full cycle. Nature 453, 843–845
[17] Woolf, S.H. (2008), The meaning of translational research and why it matters. JAMA 299, 211–213
[18] Hurko, O, The uses of biomarkers in drug development. Ann.N.Y.Acad. Sci. 1180: 1–10, 2009
[19] Reddick, W.E. et al. (2009) Voxel-based analysis of T2 hyperintensities in white matter during treatment
of childhood leukemia. AJNR Am. J. Neuroradiol. 30, 1947–1954
[20] Reddick, W.E. et al. (2005) A typical white matter volume development in children following craniospinal
irradiation. Neuro-Oncol. 7, 12–19

More Related Content

What's hot

Clinical Trial Doc.pptx
Clinical Trial Doc.pptxClinical Trial Doc.pptx
Clinical Trial Doc.pptx
AKASHJAIN152187
 
Quantitative Structure Activity Relationship (QSAR)
Quantitative Structure Activity Relationship (QSAR)Quantitative Structure Activity Relationship (QSAR)
Quantitative Structure Activity Relationship (QSAR)
Theabhi.in
 
Personalized medicine
Personalized medicinePersonalized medicine
Personalized medicine
KamalaKumariPV
 
Pharmacogenomics
PharmacogenomicsPharmacogenomics
Pharmacogenomics
OZIOMA EZEOFOR
 
Regulatory guidelines for conducting toxicity studies
Regulatory guidelines for conducting toxicity studiesRegulatory guidelines for conducting toxicity studies
Regulatory guidelines for conducting toxicity studies
HimikaRathi
 
Combinatorial chemistry and high throughput screening
Combinatorial chemistry and high throughput screeningCombinatorial chemistry and high throughput screening
Combinatorial chemistry and high throughput screening
Anji Reddy
 
The history of medical ethics in research and its relation to clinical practice
The history of medical ethics in research and its relation to clinical practiceThe history of medical ethics in research and its relation to clinical practice
The history of medical ethics in research and its relation to clinical practice
SCGH ED CME
 
Pharmacology of free radicals
Pharmacology of free radicalsPharmacology of free radicals
Pharmacology of free radicals
Shivam Diwaker
 
Antisense technologies and antisense oligonucleotides
Antisense technologies and antisense oligonucleotidesAntisense technologies and antisense oligonucleotides
Antisense technologies and antisense oligonucleotides
RangnathChikane
 
Pharmacoeconomics ppt.
Pharmacoeconomics ppt.Pharmacoeconomics ppt.
Pharmacoeconomics ppt.
shahvijita
 
establishing_pv_centers_in_industry_AND_NATIONAL_PROGRAMME[1].pptx
establishing_pv_centers_in_industry_AND_NATIONAL_PROGRAMME[1].pptxestablishing_pv_centers_in_industry_AND_NATIONAL_PROGRAMME[1].pptx
establishing_pv_centers_in_industry_AND_NATIONAL_PROGRAMME[1].pptx
ashharnomani
 
Presentation on rational drug design converted
Presentation on rational drug design convertedPresentation on rational drug design converted
Presentation on rational drug design converted
B V V S Hanagal Shri Kumareshwar College of Pharmacy, Bagalkote
 
Drug development process
Drug development processDrug development process
Drug development process
Karthiga M
 
Role of genomics and proteomics
Role of genomics and proteomicsRole of genomics and proteomics
Role of genomics and proteomics
Pavana K A
 
SEVERITY AND SERIOUSNESS ASSESSMENT OF ADR’S
SEVERITY AND SERIOUSNESS ASSESSMENT OF ADR’SSEVERITY AND SERIOUSNESS ASSESSMENT OF ADR’S
SEVERITY AND SERIOUSNESS ASSESSMENT OF ADR’S
Raghavendra institute of pharmaceutical education and research .
 
statistical analysis by apurva.pdf
statistical analysis by apurva.pdfstatistical analysis by apurva.pdf
statistical analysis by apurva.pdf
Apurva Pawar
 
Safety pharmacology and clinical trials
Safety pharmacology and clinical trialsSafety pharmacology and clinical trials
Safety pharmacology and clinical trials
Akash Agnihotri
 
Ppt On National Programmes Related to Pharmacovigilance
Ppt On National Programmes  Related to PharmacovigilancePpt On National Programmes  Related to Pharmacovigilance
Ppt On National Programmes Related to Pharmacovigilance
Naveen K L
 
Aris G PHARMACOVIGILANCE AND VIGIFLOW
Aris G PHARMACOVIGILANCE AND VIGIFLOWAris G PHARMACOVIGILANCE AND VIGIFLOW
Aris G PHARMACOVIGILANCE AND VIGIFLOW
ayanarkumar19
 
RATIONAL AND TRADITIONAL DRUG DESIGN Drug Discovery.pptx
RATIONAL AND TRADITIONAL DRUG DESIGN Drug Discovery.pptxRATIONAL AND TRADITIONAL DRUG DESIGN Drug Discovery.pptx
RATIONAL AND TRADITIONAL DRUG DESIGN Drug Discovery.pptx
sakshinalkande
 

What's hot (20)

Clinical Trial Doc.pptx
Clinical Trial Doc.pptxClinical Trial Doc.pptx
Clinical Trial Doc.pptx
 
Quantitative Structure Activity Relationship (QSAR)
Quantitative Structure Activity Relationship (QSAR)Quantitative Structure Activity Relationship (QSAR)
Quantitative Structure Activity Relationship (QSAR)
 
Personalized medicine
Personalized medicinePersonalized medicine
Personalized medicine
 
Pharmacogenomics
PharmacogenomicsPharmacogenomics
Pharmacogenomics
 
Regulatory guidelines for conducting toxicity studies
Regulatory guidelines for conducting toxicity studiesRegulatory guidelines for conducting toxicity studies
Regulatory guidelines for conducting toxicity studies
 
Combinatorial chemistry and high throughput screening
Combinatorial chemistry and high throughput screeningCombinatorial chemistry and high throughput screening
Combinatorial chemistry and high throughput screening
 
The history of medical ethics in research and its relation to clinical practice
The history of medical ethics in research and its relation to clinical practiceThe history of medical ethics in research and its relation to clinical practice
The history of medical ethics in research and its relation to clinical practice
 
Pharmacology of free radicals
Pharmacology of free radicalsPharmacology of free radicals
Pharmacology of free radicals
 
Antisense technologies and antisense oligonucleotides
Antisense technologies and antisense oligonucleotidesAntisense technologies and antisense oligonucleotides
Antisense technologies and antisense oligonucleotides
 
Pharmacoeconomics ppt.
Pharmacoeconomics ppt.Pharmacoeconomics ppt.
Pharmacoeconomics ppt.
 
establishing_pv_centers_in_industry_AND_NATIONAL_PROGRAMME[1].pptx
establishing_pv_centers_in_industry_AND_NATIONAL_PROGRAMME[1].pptxestablishing_pv_centers_in_industry_AND_NATIONAL_PROGRAMME[1].pptx
establishing_pv_centers_in_industry_AND_NATIONAL_PROGRAMME[1].pptx
 
Presentation on rational drug design converted
Presentation on rational drug design convertedPresentation on rational drug design converted
Presentation on rational drug design converted
 
Drug development process
Drug development processDrug development process
Drug development process
 
Role of genomics and proteomics
Role of genomics and proteomicsRole of genomics and proteomics
Role of genomics and proteomics
 
SEVERITY AND SERIOUSNESS ASSESSMENT OF ADR’S
SEVERITY AND SERIOUSNESS ASSESSMENT OF ADR’SSEVERITY AND SERIOUSNESS ASSESSMENT OF ADR’S
SEVERITY AND SERIOUSNESS ASSESSMENT OF ADR’S
 
statistical analysis by apurva.pdf
statistical analysis by apurva.pdfstatistical analysis by apurva.pdf
statistical analysis by apurva.pdf
 
Safety pharmacology and clinical trials
Safety pharmacology and clinical trialsSafety pharmacology and clinical trials
Safety pharmacology and clinical trials
 
Ppt On National Programmes Related to Pharmacovigilance
Ppt On National Programmes  Related to PharmacovigilancePpt On National Programmes  Related to Pharmacovigilance
Ppt On National Programmes Related to Pharmacovigilance
 
Aris G PHARMACOVIGILANCE AND VIGIFLOW
Aris G PHARMACOVIGILANCE AND VIGIFLOWAris G PHARMACOVIGILANCE AND VIGIFLOW
Aris G PHARMACOVIGILANCE AND VIGIFLOW
 
RATIONAL AND TRADITIONAL DRUG DESIGN Drug Discovery.pptx
RATIONAL AND TRADITIONAL DRUG DESIGN Drug Discovery.pptxRATIONAL AND TRADITIONAL DRUG DESIGN Drug Discovery.pptx
RATIONAL AND TRADITIONAL DRUG DESIGN Drug Discovery.pptx
 

Similar to Translational pharmacology new approach of drug discovery

In silico repositioning of approved drugs for rare and neglected diseases
In silico repositioning of approved drugs for rare and neglected diseases In silico repositioning of approved drugs for rare and neglected diseases
In silico repositioning of approved drugs for rare and neglected diseases
US Environmental Protection Agency (EPA), Center for Computational Toxicology and Exposure
 
A white paper on Collaborative Drug Discovery: The Rising Importance of Rare ...
A white paper on Collaborative Drug Discovery: The Rising Importance of Rare ...A white paper on Collaborative Drug Discovery: The Rising Importance of Rare ...
A white paper on Collaborative Drug Discovery: The Rising Importance of Rare ...
Sean Ekins
 
Pharmacoepidemiology
PharmacoepidemiologyPharmacoepidemiology
Pharmacoepidemiology
Stanley Palma
 
ijps1420-1425
ijps1420-1425ijps1420-1425
ijps1420-1425
Getasew Amogne
 
Directed Project
Directed ProjectDirected Project
Directed Project
Krishna Yanamandra
 
Editorial infectious disease and antimicrobial agents the best way to use a l...
Editorial infectious disease and antimicrobial agents the best way to use a l...Editorial infectious disease and antimicrobial agents the best way to use a l...
Editorial infectious disease and antimicrobial agents the best way to use a l...
M. Luisetto Pharm.D.Spec. Pharmacology
 
Gjpps global journal of pharmacy and pharmaceutical sciences luisetto m infe...
Gjpps global journal of pharmacy and  pharmaceutical sciences luisetto m infe...Gjpps global journal of pharmacy and  pharmaceutical sciences luisetto m infe...
Gjpps global journal of pharmacy and pharmaceutical sciences luisetto m infe...
M. Luisetto Pharm.D.Spec. Pharmacology
 
Cap.8 Farmacologia 2011
Cap.8 Farmacologia 2011Cap.8 Farmacologia 2011
Cap.8 Farmacologia 2011
Martin Pan
 
A study on prescription pattern and rational use of statins in tertiary care ...
A study on prescription pattern and rational use of statins in tertiary care ...A study on prescription pattern and rational use of statins in tertiary care ...
A study on prescription pattern and rational use of statins in tertiary care ...
SriramNagarajan16
 
Importance of research in the feild of medical science
Importance of research in the feild of medical scienceImportance of research in the feild of medical science
Importance of research in the feild of medical science
Iram Anwar
 
Five emerging trends
Five emerging trends Five emerging trends
Five emerging trends
priya arrora
 
New pattern clinical study
New pattern clinical studyNew pattern clinical study
New pattern clinical study
Rrahul Hajare (Post Doc., Ph.D)
 
J.applied pharmacy editorial the clinical pharmacist main focus luisetto m et...
J.applied pharmacy editorial the clinical pharmacist main focus luisetto m et...J.applied pharmacy editorial the clinical pharmacist main focus luisetto m et...
J.applied pharmacy editorial the clinical pharmacist main focus luisetto m et...
M. Luisetto Pharm.D.Spec. Pharmacology
 
In silico Drug Design: Prospective for Drug Lead Discovery
In silico Drug Design: Prospective for Drug Lead DiscoveryIn silico Drug Design: Prospective for Drug Lead Discovery
In silico Drug Design: Prospective for Drug Lead Discovery
inventionjournals
 
Consideration of ethnic factors during drug approval process
Consideration of ethnic factors during drug approval processConsideration of ethnic factors during drug approval process
Consideration of ethnic factors during drug approval process
SriramNagarajan16
 
PRO white paper by andaman7
PRO white paper by andaman7PRO white paper by andaman7
PRO white paper by andaman7
Lio Naveau
 
A systemic review on antibiotic use evaluation in paediatrics
A systemic review on antibiotic use evaluation in paediatricsA systemic review on antibiotic use evaluation in paediatrics
A systemic review on antibiotic use evaluation in paediatrics
Jing Zang
 
JSS Medical Research PACES PMOS HEOR
JSS Medical Research PACES PMOS HEORJSS Medical Research PACES PMOS HEOR
JSS Medical Research PACES PMOS HEOR
MNI08072014
 
Early Clinical Development
Early Clinical DevelopmentEarly Clinical Development
Early Clinical Development
Rick Sax
 
Medication errors and_consequences publication
Medication errors and_consequences publicationMedication errors and_consequences publication
Medication errors and_consequences publication
PARUL UNIVERSITY
 

Similar to Translational pharmacology new approach of drug discovery (20)

In silico repositioning of approved drugs for rare and neglected diseases
In silico repositioning of approved drugs for rare and neglected diseases In silico repositioning of approved drugs for rare and neglected diseases
In silico repositioning of approved drugs for rare and neglected diseases
 
A white paper on Collaborative Drug Discovery: The Rising Importance of Rare ...
A white paper on Collaborative Drug Discovery: The Rising Importance of Rare ...A white paper on Collaborative Drug Discovery: The Rising Importance of Rare ...
A white paper on Collaborative Drug Discovery: The Rising Importance of Rare ...
 
Pharmacoepidemiology
PharmacoepidemiologyPharmacoepidemiology
Pharmacoepidemiology
 
ijps1420-1425
ijps1420-1425ijps1420-1425
ijps1420-1425
 
Directed Project
Directed ProjectDirected Project
Directed Project
 
Editorial infectious disease and antimicrobial agents the best way to use a l...
Editorial infectious disease and antimicrobial agents the best way to use a l...Editorial infectious disease and antimicrobial agents the best way to use a l...
Editorial infectious disease and antimicrobial agents the best way to use a l...
 
Gjpps global journal of pharmacy and pharmaceutical sciences luisetto m infe...
Gjpps global journal of pharmacy and  pharmaceutical sciences luisetto m infe...Gjpps global journal of pharmacy and  pharmaceutical sciences luisetto m infe...
Gjpps global journal of pharmacy and pharmaceutical sciences luisetto m infe...
 
Cap.8 Farmacologia 2011
Cap.8 Farmacologia 2011Cap.8 Farmacologia 2011
Cap.8 Farmacologia 2011
 
A study on prescription pattern and rational use of statins in tertiary care ...
A study on prescription pattern and rational use of statins in tertiary care ...A study on prescription pattern and rational use of statins in tertiary care ...
A study on prescription pattern and rational use of statins in tertiary care ...
 
Importance of research in the feild of medical science
Importance of research in the feild of medical scienceImportance of research in the feild of medical science
Importance of research in the feild of medical science
 
Five emerging trends
Five emerging trends Five emerging trends
Five emerging trends
 
New pattern clinical study
New pattern clinical studyNew pattern clinical study
New pattern clinical study
 
J.applied pharmacy editorial the clinical pharmacist main focus luisetto m et...
J.applied pharmacy editorial the clinical pharmacist main focus luisetto m et...J.applied pharmacy editorial the clinical pharmacist main focus luisetto m et...
J.applied pharmacy editorial the clinical pharmacist main focus luisetto m et...
 
In silico Drug Design: Prospective for Drug Lead Discovery
In silico Drug Design: Prospective for Drug Lead DiscoveryIn silico Drug Design: Prospective for Drug Lead Discovery
In silico Drug Design: Prospective for Drug Lead Discovery
 
Consideration of ethnic factors during drug approval process
Consideration of ethnic factors during drug approval processConsideration of ethnic factors during drug approval process
Consideration of ethnic factors during drug approval process
 
PRO white paper by andaman7
PRO white paper by andaman7PRO white paper by andaman7
PRO white paper by andaman7
 
A systemic review on antibiotic use evaluation in paediatrics
A systemic review on antibiotic use evaluation in paediatricsA systemic review on antibiotic use evaluation in paediatrics
A systemic review on antibiotic use evaluation in paediatrics
 
JSS Medical Research PACES PMOS HEOR
JSS Medical Research PACES PMOS HEORJSS Medical Research PACES PMOS HEOR
JSS Medical Research PACES PMOS HEOR
 
Early Clinical Development
Early Clinical DevelopmentEarly Clinical Development
Early Clinical Development
 
Medication errors and_consequences publication
Medication errors and_consequences publicationMedication errors and_consequences publication
Medication errors and_consequences publication
 

More from pharmaindexing

Patient compliance: Challenges in management of cardiac diseases in Kuala Lum...
Patient compliance: Challenges in management of cardiac diseases in Kuala Lum...Patient compliance: Challenges in management of cardiac diseases in Kuala Lum...
Patient compliance: Challenges in management of cardiac diseases in Kuala Lum...
pharmaindexing
 
Overview on Recurrence Pregnancy Loss etiology and risk factors
Overview on Recurrence Pregnancy Loss etiology and risk factorsOverview on Recurrence Pregnancy Loss etiology and risk factors
Overview on Recurrence Pregnancy Loss etiology and risk factors
pharmaindexing
 
Novel treatments for asthma: Corticosteroids and other anti-inflammatory agents.
Novel treatments for asthma: Corticosteroids and other anti-inflammatory agents.Novel treatments for asthma: Corticosteroids and other anti-inflammatory agents.
Novel treatments for asthma: Corticosteroids and other anti-inflammatory agents.
pharmaindexing
 
A review on liver disorders and screening models of hepatoprotective agents
A review on liver disorders and screening models of hepatoprotective agentsA review on liver disorders and screening models of hepatoprotective agents
A review on liver disorders and screening models of hepatoprotective agents
pharmaindexing
 
Carbamazepine induced Steven Johnson syndrome: A case report
Carbamazepine induced Steven Johnson syndrome: A case reportCarbamazepine induced Steven Johnson syndrome: A case report
Carbamazepine induced Steven Johnson syndrome: A case report
pharmaindexing
 
Monoherbal formulation development for laxative activity
Monoherbal formulation development for laxative activityMonoherbal formulation development for laxative activity
Monoherbal formulation development for laxative activity
pharmaindexing
 
Monoherbal formulation development for laxative activity
Monoherbal formulation development for laxative activityMonoherbal formulation development for laxative activity
Monoherbal formulation development for laxative activity
pharmaindexing
 
Pneumonia and respiratory failure from swine origin influenza H1n1
Pneumonia and respiratory failure from swine origin influenza H1n1Pneumonia and respiratory failure from swine origin influenza H1n1
Pneumonia and respiratory failure from swine origin influenza H1n1
pharmaindexing
 
A descriptive study on newborn care among postnatal mothers in selected mater...
A descriptive study on newborn care among postnatal mothers in selected mater...A descriptive study on newborn care among postnatal mothers in selected mater...
A descriptive study on newborn care among postnatal mothers in selected mater...
pharmaindexing
 
Nano-Medicine Global Market
Nano-Medicine Global MarketNano-Medicine Global Market
Nano-Medicine Global Market
pharmaindexing
 
The Flaws in health practice in post-operative management of a patient in ter...
The Flaws in health practice in post-operative management of a patient in ter...The Flaws in health practice in post-operative management of a patient in ter...
The Flaws in health practice in post-operative management of a patient in ter...
pharmaindexing
 
Corticosteroid induced disorders – An overview
Corticosteroid induced disorders – An overviewCorticosteroid induced disorders – An overview
Corticosteroid induced disorders – An overview
pharmaindexing
 
Anti-inflammatory activity of pupalia lappacea L. Juss
Anti-inflammatory activity of pupalia lappacea L. JussAnti-inflammatory activity of pupalia lappacea L. Juss
Anti-inflammatory activity of pupalia lappacea L. Juss
pharmaindexing
 
Lucinactant: A new solution in treating neonatal respiratory distress syndrom...
Lucinactant: A new solution in treating neonatal respiratory distress syndrom...Lucinactant: A new solution in treating neonatal respiratory distress syndrom...
Lucinactant: A new solution in treating neonatal respiratory distress syndrom...
pharmaindexing
 
Bioactivity screening of Soil bacteria against human pathogens
Bioactivity screening of Soil bacteria against human pathogensBioactivity screening of Soil bacteria against human pathogens
Bioactivity screening of Soil bacteria against human pathogens
pharmaindexing
 
A study on sigmoid Volvulus presentation and management
A study on sigmoid Volvulus presentation and managementA study on sigmoid Volvulus presentation and management
A study on sigmoid Volvulus presentation and management
pharmaindexing
 
Evaluation of Preliminary phytochemical on various some medicinal plants
Evaluation of Preliminary phytochemical on various some medicinal plantsEvaluation of Preliminary phytochemical on various some medicinal plants
Evaluation of Preliminary phytochemical on various some medicinal plants
pharmaindexing
 
Comparision of in vitro antibacterial activity of cefoperazone and levofloxac...
Comparision of in vitro antibacterial activity of cefoperazone and levofloxac...Comparision of in vitro antibacterial activity of cefoperazone and levofloxac...
Comparision of in vitro antibacterial activity of cefoperazone and levofloxac...
pharmaindexing
 
Concept of srotas from ayurvedic perspective with special reference to neurology
Concept of srotas from ayurvedic perspective with special reference to neurologyConcept of srotas from ayurvedic perspective with special reference to neurology
Concept of srotas from ayurvedic perspective with special reference to neurology
pharmaindexing
 
Health promotion survey in overweight and obese students of universities in n...
Health promotion survey in overweight and obese students of universities in n...Health promotion survey in overweight and obese students of universities in n...
Health promotion survey in overweight and obese students of universities in n...
pharmaindexing
 

More from pharmaindexing (20)

Patient compliance: Challenges in management of cardiac diseases in Kuala Lum...
Patient compliance: Challenges in management of cardiac diseases in Kuala Lum...Patient compliance: Challenges in management of cardiac diseases in Kuala Lum...
Patient compliance: Challenges in management of cardiac diseases in Kuala Lum...
 
Overview on Recurrence Pregnancy Loss etiology and risk factors
Overview on Recurrence Pregnancy Loss etiology and risk factorsOverview on Recurrence Pregnancy Loss etiology and risk factors
Overview on Recurrence Pregnancy Loss etiology and risk factors
 
Novel treatments for asthma: Corticosteroids and other anti-inflammatory agents.
Novel treatments for asthma: Corticosteroids and other anti-inflammatory agents.Novel treatments for asthma: Corticosteroids and other anti-inflammatory agents.
Novel treatments for asthma: Corticosteroids and other anti-inflammatory agents.
 
A review on liver disorders and screening models of hepatoprotective agents
A review on liver disorders and screening models of hepatoprotective agentsA review on liver disorders and screening models of hepatoprotective agents
A review on liver disorders and screening models of hepatoprotective agents
 
Carbamazepine induced Steven Johnson syndrome: A case report
Carbamazepine induced Steven Johnson syndrome: A case reportCarbamazepine induced Steven Johnson syndrome: A case report
Carbamazepine induced Steven Johnson syndrome: A case report
 
Monoherbal formulation development for laxative activity
Monoherbal formulation development for laxative activityMonoherbal formulation development for laxative activity
Monoherbal formulation development for laxative activity
 
Monoherbal formulation development for laxative activity
Monoherbal formulation development for laxative activityMonoherbal formulation development for laxative activity
Monoherbal formulation development for laxative activity
 
Pneumonia and respiratory failure from swine origin influenza H1n1
Pneumonia and respiratory failure from swine origin influenza H1n1Pneumonia and respiratory failure from swine origin influenza H1n1
Pneumonia and respiratory failure from swine origin influenza H1n1
 
A descriptive study on newborn care among postnatal mothers in selected mater...
A descriptive study on newborn care among postnatal mothers in selected mater...A descriptive study on newborn care among postnatal mothers in selected mater...
A descriptive study on newborn care among postnatal mothers in selected mater...
 
Nano-Medicine Global Market
Nano-Medicine Global MarketNano-Medicine Global Market
Nano-Medicine Global Market
 
The Flaws in health practice in post-operative management of a patient in ter...
The Flaws in health practice in post-operative management of a patient in ter...The Flaws in health practice in post-operative management of a patient in ter...
The Flaws in health practice in post-operative management of a patient in ter...
 
Corticosteroid induced disorders – An overview
Corticosteroid induced disorders – An overviewCorticosteroid induced disorders – An overview
Corticosteroid induced disorders – An overview
 
Anti-inflammatory activity of pupalia lappacea L. Juss
Anti-inflammatory activity of pupalia lappacea L. JussAnti-inflammatory activity of pupalia lappacea L. Juss
Anti-inflammatory activity of pupalia lappacea L. Juss
 
Lucinactant: A new solution in treating neonatal respiratory distress syndrom...
Lucinactant: A new solution in treating neonatal respiratory distress syndrom...Lucinactant: A new solution in treating neonatal respiratory distress syndrom...
Lucinactant: A new solution in treating neonatal respiratory distress syndrom...
 
Bioactivity screening of Soil bacteria against human pathogens
Bioactivity screening of Soil bacteria against human pathogensBioactivity screening of Soil bacteria against human pathogens
Bioactivity screening of Soil bacteria against human pathogens
 
A study on sigmoid Volvulus presentation and management
A study on sigmoid Volvulus presentation and managementA study on sigmoid Volvulus presentation and management
A study on sigmoid Volvulus presentation and management
 
Evaluation of Preliminary phytochemical on various some medicinal plants
Evaluation of Preliminary phytochemical on various some medicinal plantsEvaluation of Preliminary phytochemical on various some medicinal plants
Evaluation of Preliminary phytochemical on various some medicinal plants
 
Comparision of in vitro antibacterial activity of cefoperazone and levofloxac...
Comparision of in vitro antibacterial activity of cefoperazone and levofloxac...Comparision of in vitro antibacterial activity of cefoperazone and levofloxac...
Comparision of in vitro antibacterial activity of cefoperazone and levofloxac...
 
Concept of srotas from ayurvedic perspective with special reference to neurology
Concept of srotas from ayurvedic perspective with special reference to neurologyConcept of srotas from ayurvedic perspective with special reference to neurology
Concept of srotas from ayurvedic perspective with special reference to neurology
 
Health promotion survey in overweight and obese students of universities in n...
Health promotion survey in overweight and obese students of universities in n...Health promotion survey in overweight and obese students of universities in n...
Health promotion survey in overweight and obese students of universities in n...
 

Recently uploaded

REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptxREGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
LaniyaNasrink
 
MERCURY GROUP.BHMS.MATERIA MEDICA.HOMOEOPATHY
MERCURY GROUP.BHMS.MATERIA MEDICA.HOMOEOPATHYMERCURY GROUP.BHMS.MATERIA MEDICA.HOMOEOPATHY
MERCURY GROUP.BHMS.MATERIA MEDICA.HOMOEOPATHY
DRPREETHIJAMESP
 
The Nervous and Chemical Regulation of Respiration
The Nervous and Chemical Regulation of RespirationThe Nervous and Chemical Regulation of Respiration
The Nervous and Chemical Regulation of Respiration
MedicoseAcademics
 
Outbreak management including quarantine, isolation, contact.pptx
Outbreak management including quarantine, isolation, contact.pptxOutbreak management including quarantine, isolation, contact.pptx
Outbreak management including quarantine, isolation, contact.pptx
Pratik328635
 
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdfCHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
rishi2789
 
Demystifying Fallopian Tube Blockage- Grading the Differences and Implication...
Demystifying Fallopian Tube Blockage- Grading the Differences and Implication...Demystifying Fallopian Tube Blockage- Grading the Differences and Implication...
Demystifying Fallopian Tube Blockage- Grading the Differences and Implication...
FFragrant
 
Cardiac Assessment for B.sc Nursing Student.pdf
Cardiac Assessment for B.sc Nursing Student.pdfCardiac Assessment for B.sc Nursing Student.pdf
Cardiac Assessment for B.sc Nursing Student.pdf
shivalingatalekar1
 
Hemodialysis: Chapter 5, Dialyzers Overview - Dr.Gawad
Hemodialysis: Chapter 5, Dialyzers Overview - Dr.GawadHemodialysis: Chapter 5, Dialyzers Overview - Dr.Gawad
Hemodialysis: Chapter 5, Dialyzers Overview - Dr.Gawad
NephroTube - Dr.Gawad
 
10 Benefits an EPCR Software should Bring to EMS Organizations
10 Benefits an EPCR Software should Bring to EMS Organizations   10 Benefits an EPCR Software should Bring to EMS Organizations
10 Benefits an EPCR Software should Bring to EMS Organizations
Traumasoft LLC
 
Cosmetology and Trichology Courses at Kosmoderma Academy PRP (Hair), DR Growt...
Cosmetology and Trichology Courses at Kosmoderma Academy PRP (Hair), DR Growt...Cosmetology and Trichology Courses at Kosmoderma Academy PRP (Hair), DR Growt...
Cosmetology and Trichology Courses at Kosmoderma Academy PRP (Hair), DR Growt...
Kosmoderma Academy Of Aesthetic Medicine
 
Vestibulocochlear Nerve by Dr. Rabia Inam Gandapore.pptx
Vestibulocochlear Nerve by Dr. Rabia Inam Gandapore.pptxVestibulocochlear Nerve by Dr. Rabia Inam Gandapore.pptx
Vestibulocochlear Nerve by Dr. Rabia Inam Gandapore.pptx
Dr. Rabia Inam Gandapore
 
pathology MCQS introduction to pathology general pathology
pathology MCQS introduction to pathology general pathologypathology MCQS introduction to pathology general pathology
pathology MCQS introduction to pathology general pathology
ZayedKhan38
 
Top Travel Vaccinations in Manchester
Top Travel Vaccinations in ManchesterTop Travel Vaccinations in Manchester
Top Travel Vaccinations in Manchester
NX Healthcare
 
Cervical Disc Arthroplasty ORSI 2024.pptx
Cervical Disc Arthroplasty ORSI 2024.pptxCervical Disc Arthroplasty ORSI 2024.pptx
Cervical Disc Arthroplasty ORSI 2024.pptx
LEFLOT Jean-Louis
 
Efficacy of Avartana Sneha in Ayurveda
Efficacy of Avartana Sneha in AyurvedaEfficacy of Avartana Sneha in Ayurveda
Efficacy of Avartana Sneha in Ayurveda
Dr. Jyothirmai Paindla
 
8 Surprising Reasons To Meditate 40 Minutes A Day That Can Change Your Life.pptx
8 Surprising Reasons To Meditate 40 Minutes A Day That Can Change Your Life.pptx8 Surprising Reasons To Meditate 40 Minutes A Day That Can Change Your Life.pptx
8 Surprising Reasons To Meditate 40 Minutes A Day That Can Change Your Life.pptx
Holistified Wellness
 
Medical Quiz ( Online Quiz for API Meet 2024 ).pdf
Medical Quiz ( Online Quiz for API Meet 2024 ).pdfMedical Quiz ( Online Quiz for API Meet 2024 ).pdf
Medical Quiz ( Online Quiz for API Meet 2024 ).pdf
Jim Jacob Roy
 
Chapter 11 Nutrition and Chronic Diseases.pptx
Chapter 11 Nutrition and Chronic Diseases.pptxChapter 11 Nutrition and Chronic Diseases.pptx
Chapter 11 Nutrition and Chronic Diseases.pptx
Earlene McNair
 
Clinic ^%[+27633867063*Abortion Pills For Sale In Tembisa Central
Clinic ^%[+27633867063*Abortion Pills For Sale In Tembisa CentralClinic ^%[+27633867063*Abortion Pills For Sale In Tembisa Central
Clinic ^%[+27633867063*Abortion Pills For Sale In Tembisa Central
19various
 
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdfCHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
rishi2789
 

Recently uploaded (20)

REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptxREGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
 
MERCURY GROUP.BHMS.MATERIA MEDICA.HOMOEOPATHY
MERCURY GROUP.BHMS.MATERIA MEDICA.HOMOEOPATHYMERCURY GROUP.BHMS.MATERIA MEDICA.HOMOEOPATHY
MERCURY GROUP.BHMS.MATERIA MEDICA.HOMOEOPATHY
 
The Nervous and Chemical Regulation of Respiration
The Nervous and Chemical Regulation of RespirationThe Nervous and Chemical Regulation of Respiration
The Nervous and Chemical Regulation of Respiration
 
Outbreak management including quarantine, isolation, contact.pptx
Outbreak management including quarantine, isolation, contact.pptxOutbreak management including quarantine, isolation, contact.pptx
Outbreak management including quarantine, isolation, contact.pptx
 
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdfCHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
 
Demystifying Fallopian Tube Blockage- Grading the Differences and Implication...
Demystifying Fallopian Tube Blockage- Grading the Differences and Implication...Demystifying Fallopian Tube Blockage- Grading the Differences and Implication...
Demystifying Fallopian Tube Blockage- Grading the Differences and Implication...
 
Cardiac Assessment for B.sc Nursing Student.pdf
Cardiac Assessment for B.sc Nursing Student.pdfCardiac Assessment for B.sc Nursing Student.pdf
Cardiac Assessment for B.sc Nursing Student.pdf
 
Hemodialysis: Chapter 5, Dialyzers Overview - Dr.Gawad
Hemodialysis: Chapter 5, Dialyzers Overview - Dr.GawadHemodialysis: Chapter 5, Dialyzers Overview - Dr.Gawad
Hemodialysis: Chapter 5, Dialyzers Overview - Dr.Gawad
 
10 Benefits an EPCR Software should Bring to EMS Organizations
10 Benefits an EPCR Software should Bring to EMS Organizations   10 Benefits an EPCR Software should Bring to EMS Organizations
10 Benefits an EPCR Software should Bring to EMS Organizations
 
Cosmetology and Trichology Courses at Kosmoderma Academy PRP (Hair), DR Growt...
Cosmetology and Trichology Courses at Kosmoderma Academy PRP (Hair), DR Growt...Cosmetology and Trichology Courses at Kosmoderma Academy PRP (Hair), DR Growt...
Cosmetology and Trichology Courses at Kosmoderma Academy PRP (Hair), DR Growt...
 
Vestibulocochlear Nerve by Dr. Rabia Inam Gandapore.pptx
Vestibulocochlear Nerve by Dr. Rabia Inam Gandapore.pptxVestibulocochlear Nerve by Dr. Rabia Inam Gandapore.pptx
Vestibulocochlear Nerve by Dr. Rabia Inam Gandapore.pptx
 
pathology MCQS introduction to pathology general pathology
pathology MCQS introduction to pathology general pathologypathology MCQS introduction to pathology general pathology
pathology MCQS introduction to pathology general pathology
 
Top Travel Vaccinations in Manchester
Top Travel Vaccinations in ManchesterTop Travel Vaccinations in Manchester
Top Travel Vaccinations in Manchester
 
Cervical Disc Arthroplasty ORSI 2024.pptx
Cervical Disc Arthroplasty ORSI 2024.pptxCervical Disc Arthroplasty ORSI 2024.pptx
Cervical Disc Arthroplasty ORSI 2024.pptx
 
Efficacy of Avartana Sneha in Ayurveda
Efficacy of Avartana Sneha in AyurvedaEfficacy of Avartana Sneha in Ayurveda
Efficacy of Avartana Sneha in Ayurveda
 
8 Surprising Reasons To Meditate 40 Minutes A Day That Can Change Your Life.pptx
8 Surprising Reasons To Meditate 40 Minutes A Day That Can Change Your Life.pptx8 Surprising Reasons To Meditate 40 Minutes A Day That Can Change Your Life.pptx
8 Surprising Reasons To Meditate 40 Minutes A Day That Can Change Your Life.pptx
 
Medical Quiz ( Online Quiz for API Meet 2024 ).pdf
Medical Quiz ( Online Quiz for API Meet 2024 ).pdfMedical Quiz ( Online Quiz for API Meet 2024 ).pdf
Medical Quiz ( Online Quiz for API Meet 2024 ).pdf
 
Chapter 11 Nutrition and Chronic Diseases.pptx
Chapter 11 Nutrition and Chronic Diseases.pptxChapter 11 Nutrition and Chronic Diseases.pptx
Chapter 11 Nutrition and Chronic Diseases.pptx
 
Clinic ^%[+27633867063*Abortion Pills For Sale In Tembisa Central
Clinic ^%[+27633867063*Abortion Pills For Sale In Tembisa CentralClinic ^%[+27633867063*Abortion Pills For Sale In Tembisa Central
Clinic ^%[+27633867063*Abortion Pills For Sale In Tembisa Central
 
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdfCHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
CHEMOTHERAPY_RDP_CHAPTER 3_ANTIFUNGAL AGENT.pdf
 

Translational pharmacology new approach of drug discovery

  • 1. Deepak K. Bharati, et al / Int. J. of Res. in Pharmacology & Pharmacotherapeutics Vol-3(2) 2014 [130-135] www.ijrpp.com ~ 130~ ISSN Print: 2278 – 2648 IJRPP |Vol. 3 | Issue 2 | April-June-2014 ISSN Online: 2278-2656 Journal Home page: www.ijrpp.com Review article Open Access Translational Pharmacology: New approach of drug discovery * Deepak K. Bharati1 , Bharat V. Dhokchawle1 , Savita J. Tauro1 , Swati S. Rawat2 . 1 Dept. of Pharmacology, St. John Institute of Pharmacy & Research, Vevoor, Manor Road, Palghar (E), Thane, Maharashtra- 401404 2 Dept. of Pharmaceutics, S.N.D. College of Pharmacy, Babhulgoan, Yeola, Nasik Maharashtra. * Corresponding author: Deepak K. Bharati, E-mail id: deepakbharti007@gmail.com ABSTRACT Increasingly, the field is recognizing the need to enable a closer collaboration of industry and academia to create a more efficient system for developing new drugs. In parallel with this, the world of drug discovery has seen the emergence of translational research as an alternative approach to the creation of new drugs, and there is growing support for the claim that this strategy may provide solutions to some of the woes of the pharmaceutical industry. Translational medicine and translational pharmacology have become terms increasingly used to describe the focus of applied pharmacological research to ultimately help patients. Yet, the number of effective medicines reaching the approval stage continues to decline. Drug discovery represents the first step in the creation of new drugs, and takes place in academic institutions, biotech companies, and large pharmaceutical corporations. With the rise of translational research these relationships are shifting and new hubs are emerging, as key players seek to pool the expertise necessary to generate new therapies by linking laboratory discoveries directly to unmet clinical needs. Keywords: Translational Pharmacology, Drug Discovery, Applied Research. INTRODUCTION An untold number of scientists, doctors, researchers and public practitioners go to the work every day hoping to make difference in people’s health. They spend lifetime trying to find the best way to prevent heart disease, cancer, motor vehicle crashes, HIV infections, obesity, and hundreds of other public health problem. What would you say if you know that many of the effective strategies to prevent these problems never got used? Sadly this is what happens in public health. The best scientific discoveries often do not make it into practice setting and those that do take more than a decade to get there. Failure to address the chasm between research and prevention practice not only means we have poorly invested in programs or strategies that are underutilized or not utilized at all, it also means we are failing to harness the best existing science to prevent illness ,injuries, disabilities and death. Internationally pharma sector spend billions of money each year in both the public and private International Journal of Research in Pharmacology & Pharmacotherapeutics
  • 2. Deepak K. Bharati, et al / Int. J. of Res. in Pharmacology & Pharmacotherapeutics Vol-3(2) 2014 [130-135] www.ijrpp.com ~ 131~ sectors on biomedical, clinical, and health services, undergraduate healthcare professional training and continuing professional development, quality improvement, patient safety, and risk management. Even though our pharma sector and healthcare systems fail to ensure that effective and cost-effective programs, services, and drugs get to all of those who need them; and healthcare professionals fail to provide the level of care to which they aspire. One of the most consistent findings from clinical and health services research is the failure to translate research into practice and policy. Translational medicine and translational pharmacology are the terms increasingly used to describe the focus of applied pharmacological research to ultimately help patients. Yet, the number of effective medicines reaching the approval stage continues to decline. Current investment efforts in pharmaceutical R&D have not warranted serendipity, nor provided a solid basis for the selection of candidate molecules that yield the expected performance in humans. Such a translational gap in drug research has many historical causes, many of which remain entrenched into the scientific rationale currently used for the generation of empirical evidence (1). First, it should be noted that improvement in the translation between pre-clinical (basic) and clinical stages in the R&D process requires a shift away from the industrial setting used in drug discovery and development. Second, some tenets of science cannot be ignored in translational research. The sharply contrasting trends of investment and productivity have gained significant attention and have led the key sectors involved to re- examine their practices and their relationships with one another (2, 3). A changing paradigm for the development of new drugs is emerging, captured by the current buzzword ‘translational research’. This new approach is based on directly matching ideas for new therapies with the needs of patients as observed in the clinic, and represents a more focused strategy for creating new drugs than the traditional model. In this review I will discuss how these different institutions are embracing translational research and are re-organizing their relationships with one another to increase the efficiency of bringing new drugs to market. Non-clinical pharmacological studies, including primary pharmacology, secondary pharmacology and safety pharmacology (SP), are an essential element of the drug discovery and development process. Unlike primary and secondary pharmacology studies that explore the mode of action of the candidate drug and its effects related or unrelated to the therapeutic target, respectively, Safety pharmacology identifies the “potential undesirable pharmacodynamic effects of a substance on physiological functions in relation to exposure in the therapeutic range and above” (4) which are not identified by standard non-clinical toxicological studies. DEFINING TRANSLATIONAL RESEARCH Increasingly, the field is recognizing the need to enable a closer collaboration of industry and academia to create a more efficient system for developing new drugs (5,6). In parallel with this, the world of drug discovery has seen the emergence of translational research as an alternative approach to the creation of new drugs, and there is growing support for the claim that this strategy may provide solutions to some of the woes of the pharmaceutical industry (7,8). The relationship between dose, systemic exposure, and both safety and efficacy are the most important elements in biopharmaceutical/ drug development. In order to proceed successfully through clinical development, it is necessary to accurately assess and demonstrate a favorable risk/benefit relationship at each milestone. Results of the preclinical pharmacology-toxicology program are submitted to the FDA as part of an Investigational New Drug (IND) Application to support the proposed first-in- human clinical trial. The focus of the FDA’s clinical reviewers when assessing a Phase I IND application is whether the first-in-human clinical study is designed to demonstrate safety in a small number of subjects without putting these subjects at unnecessary risk. Although safety is the main focus in the preclinical studies and early clinical trials, the sponsor should also be thinking in terms of defining the relationship between dose, exposure and efficacy. Contemporary Phase 2 clinical trials most often fail because
  • 3. Deepak K. Bharati, et al / Int. J. of Res. in Pharmacology & Pharmacotherapeutics Vol-3(2) 2014 [130-135] www.ijrpp.com ~ 132~ insufficient attention was paid to accurately translating preclinical efficacy findings to clinical doses that are not just safe, but have a high chance of demonstrating efficacy (9, 10), In fact, the incidence of failure due to efficacy in Phase 2 clinical trials is actually increasing based on an analysis of 2008- 2010 data. Analysis of Phase 3 trial failures between 2003-2007 indicate that ~45% are unsuccessful because of failure to demonstrate efficacy compared to placebo (11). These data for Phase 2 & 3 failures are very sobering to CEOs and investors when considering the prospects for success and return on investment. Translational research, translational medicine, and translational science are often used synonymously, and the term ‘translational’ has been used to generate a variety of other disciplines such as translational genomics (12), translational psychiatry (13), translational bioinformatics (14), and translational neuroscience (15). The common element among these is the notion of translating discoveries in the laboratory into new clinical therapies. Often described as research ‘from bench to bedside and back again’ (16), translational research is based on the concept that the creation of new drugs should relate directly to patient needs and should couple laboratory research with observations made in the clinic. The hallmark of the translational approach to drug development is that it incorporates the target of a specific unmet clinical need from the outset. Unlike traditional research-based discovery, which seeks to understand basic cellular mechanisms and apply these learning’s to design new therapies, translational research targets mechanisms underlying clinically relevant problems and designs drugs to address those issues directly. At its broadest, translational research encompasses three principal components: laboratory research, clinical practice, and population effects in the community. These are often described in a two- stage process, termed T1 and T2, which refer to laboratory-to-clinic and clinico- community stages, respectively (17). By focusing drug design and testing stages on the defined goal, translational research represents a streamlined approach with the potential to yield new drugs faster than the traditional drug development, and with a greater probability of success in the defined patient population. THE FUTURE OPPORTUNITY We view preclinical and clinical PK/PD studies as a continuum that permits optimal translation of dose from animal studies to clinical trials and finally to clinical practice. PK/PD analysis should not be performed as an afterthought or simply to meet regulatory requirements, but rather must be carried out with careful planning from early development through product approval. The fundamental principle of translational pharmacology is to design pharmacokinetic and toxico-kinetic studies in the preclinical setting and early Phase 1 clinical trials with the purpose of accurately and effectively modeling the dosing so that critical clinical trials maximize their chance of success with respect to both safety and efficacy. Therefore, the goal of translational pharmacology is not simply to design preclinical studies to demonstrate safety for first-in- human clinical administration, but to design studies that, together with Phase 1 clinical data, will be used to maximize the chances of success in the Phase 2 and Phase 3 clinical trials. It is worth noting that preclinical, first-in-human and other Phase 1 studies can be particularly well suited to PK/PD analyses since a wide range of dose levels are often assessed and blood sampling tends to be intensive (data rich). Furthermore, depending on the therapeutic area, biomarker data can be incorporated into such studies relatively easily and biomarkers can play a role in bridging animal and human pharmacology, toxicity/safety evaluation, dose selection, patient selection. The use of biomarkers can be an integral part of reducing the risk of Phase 2 trial failure (18). Later in clinical development, we utilize data gathered across clinical trials to characterize the relationships between dose, safety, efficacy, biomarkers and key population covariates. These data are used to help define dosing guidelines for use in clinical practice following approval. Many of the departments, centers, and institutes identified as having translational departments are involved in collaborations between different organizations, frequently including academic institutions and hospitals. These relationships represent the core of translational research in
  • 4. Deepak K. Bharati, et al / Int. J. of Res. in Pharmacology & Pharmacotherapeutics Vol-3(2) 2014 [130-135] www.ijrpp.com ~ 133~ facilitating access between clinicians treating patients and bench scientists exploring mechanisms of drug action. The diverse use of ‘translational’ in these departments’ names or projects reflects a range of different objectives, which broadly can be categorized into T1 and T2 research. T1 departments reside primarily in universities or other institutes of higher learning, and focus on the laboratory discoveries that relate to specific clinical endpoints. Idea generation for new drugs and the earliest stages of drug discovery occur in these T1-oriented departments, which enable laboratory scientists to team together with practicing physicians who provide input into clinical practices for different diseases, and who can perform early stage clinical trials on new drugs. Similarly, as the clinicians discover significant unmet needs among their patients, these centers allow them to brainstorm directly with laboratory researchers, and to devise potential solutions or plan projects that determine the underlying molecular mechanisms. T2 departments integrate community outreach programs with clinical practices, with the aim of providing a means for understanding how well treatment strategies are working at a population level. Fewer departments appear dedicated solely to T2 rather than T1 research, although this may reflect a lower tendency to publish in the scientific literature, issues related to patient confidentiality or ability to obtain NIH-funded grants. T2-focused centers can relay medical issues in the community to physicians, leading to the adoption of improved treatment paradigms. HOW TO ACHIEVE THIS FROM HERE The importance of preclinical and clinical pharmacokinetics to designing a successful clinical trial design cannot be overemphasized. The expense associated with PK/PD analysis and modeling is trivial compared to the cost of failed clinical trials and the potentially devastating consequences for small companies. Therefore, the careful planning of a translational pharmacology program that spans preclinical through clinical studies and provides information that maximizes the chances of success in the clinic is a service that adds great value to a clinical development program for a biopharmaceutical or drug. Accordingly, our approach is to establish a program that utilizes state-of-the-art PK/PD analysis and modeling that will target and optimize the likelihood of demonstrating efficacy as early as possible in clinical testing. Application of pharmaco-metrics across the entire development life cycle is critical to: 1) The design and execution of a preclinical pharmacology-toxicology program; 2) The design and execution of successful clinical trials; 3) Achieving a positive benefit/risk balance supporting licensure; 4) Establishing an effective post-marketing and pharmaco-vigilance program. Thus, PK/PD models are becoming increasingly critical knowledge-building tools, not only for late phase clinical trials, but throughout the entire drug development process. Biologics Consulting Group consultants welcome the opportunity to bring their unparalleled depth and breadth of experience to navigate the major challenges inherent in the development pathway to new therapeutic drug/biopharmaceutical licensure. PRE-CLINICAL AND CLINICAL PHARMACOKINETICS/PHARMACODYN AMICS STUDIES Pre-clinical and clinical PK/PD studies permit optimal translation of dose from animal studies to clinical trials and finally to clinical practice. PK/PD analysis shouldn't be performed as an afterthought or simply to meet regulatory requirements, but rather carried out with careful planning from early development through product approval. The fundamental principle of translational pharmacology is to design PK and toxico-kinetic studies in the pre-clinical setting and early phase I clinical trials with the purpose of accurately and effectively modeling the dosing so that critical clinical trials maximize their chance of success with respect to both safety and efficacy. The goal of translational pharmacology is not simply to design pre-clinical studies to demonstrate safety for first-in- human clinical administration, but to design studies that, together with phase I clinical data will be used to maximize the chances of success in the phase II and phase III clinical trials.
  • 5. Deepak K. Bharati, et al / Int. J. of Res. in Pharmacology & Pharmacotherapeutics Vol-3(2) 2014 [130-135] www.ijrpp.com ~ 134~ Pre-clinical, first-in-human and other phase I studies can be particularly suitable to PK/PD analyses since a range of dose levels are often assessed and blood sampling tends to be intensive (data rich). Depending on the therapeutic area, biomarker data can be incorporated into such studies easily and biomarkers can help bridge animal and human pharmacology, toxicity/safety evaluation, dose selection, patient selection. The use of biomarkers can be an integral part of reducing the risk of phase II trial failure. Later in clinical development, data gathered across clinical trials can characterize the relationships between dose, safety, efficacy, biomarkers and population covariates. This data helps define dosing guidelines for use in clinical practice following approval. Biomarkers play a key role in accelerated approval. There is a need and a critical role that PK/PD assessments and modeling can play in increasing the chances for success in the development process. Particularly for an oncology drug, it's a therapeutic area that has one of the highest failure rates (estimated at 90 per cent). CONCLUSION Academia, biotech companies and pharmaceutical corporations are embracing translational research for its potential to increase the number of drugs successfully brought to market. Acknowledging the need for greater collaboration between these different sectors, substantial investments have been made by the National Institutes of Health (NIH) and the pharmaceutical industry, Nonetheless, translational research clearly represents a dominant new strategy across the field of drug discovery, and the next decade will most probably see significant changes in the relationships between academics, biotech companies, and pharmaceutical corporations. ACKNOWLEDGMENT Authors are thankful to Mr. Albert W. D’souza, Chairman, Aldel Education Trust for his motivation and encouragement. Authors are also thankful to St. John Institute of Pharmacy & Research, Palghar, Thane for providing platform to carry out this work. REFERENCES [1] C. Simone Fishburn: Translational research: the changing landscape of drug discovery, Drug Discovery Today, Volume 18, Numbers 9/10,May 2013 [2] Cressey, D. (2011) Traditional drug-discovery model ripe for reform. Nature 471, 17–18 [3] Maxmen, A. (2011) Translational research: the American way. Nature 478, S16–S18 [4] Hamdam, J., et al., Safety pharmacology — Current and emerging concepts, Toxicol. Appl. Pharmacol. (2013), http:// dx.doi.org/10.1016/j.taap.2013.04.039 [5] Sanchez-Serrano, I. (2006) Success in translational research: lessons from the development of bortezomib. Nat. Rev. Drug Discov. 5, 107–114 [6] Wadman, M. (2010) NIH encourages translational collaboration with industry. Nat. Rev. Drug Discov. 9, 255–256 [7] Cohen, A.F. (2010) Developing drug prototypes: pharmacology replaces safety and tolerability? Nat. Rev. Drug Discov. 9, 856–865 [8] Fitzgerald, G. (2010) Drug development needs a new brand of science. Nature 468, 869 [9] Arrowsmith, J, Phase II failures: 2008-2010. Nature Review [Drug Discovery] 10:May 2011 [10]Rubio-Viqueria B and Hidalgo M, Mouse xenograft models for drug discovery in pancreatic cancer. Chapter 2 In Drug Discovery and Pancreatic Cancer H. Han, P. Grippo (eds.) Springer Science + Business Media LLC,p 29-49, 2010. [11]Invention Reinvented: McKinsey Perspectives on Pharmaceutical R&D, McKiney and Company, 2010 [12]Khoury, M.J. et al. (2007) The continuum of translation research in genomic medicine: how can we accelerate the appropriate integration of human genome discoveries into health care and disease prevention? Genet. Med. 9, 665–674 [13] Stahl, S.M. (2010) Psychiatric stress testing: novel strategy for translational psychopharmacology. Neuropsychopharmacology 35, 1413–1414
  • 6. Deepak K. Bharati, et al / Int. J. of Res. in Pharmacology & Pharmacotherapeutics Vol-3(2) 2014 [130-135] www.ijrpp.com ~ 135~ [14]Sarkar, I.N. et al. (2011) Translational bioinformatics: linking knowledge across biological and clinical realms. J. Am. Med. Inform. Assoc. 18, 354–357 [15] Wetmore, D.Z. and Garner, C.C. (2010) Emerging pharmacotherapies for neurodevelopmental disorders. J. Dev. Behav. Pediatr. 31, 564–581 [16] Ledford, H. (2008), Translational research: the full cycle. Nature 453, 843–845 [17] Woolf, S.H. (2008), The meaning of translational research and why it matters. JAMA 299, 211–213 [18] Hurko, O, The uses of biomarkers in drug development. Ann.N.Y.Acad. Sci. 1180: 1–10, 2009 [19] Reddick, W.E. et al. (2009) Voxel-based analysis of T2 hyperintensities in white matter during treatment of childhood leukemia. AJNR Am. J. Neuroradiol. 30, 1947–1954 [20] Reddick, W.E. et al. (2005) A typical white matter volume development in children following craniospinal irradiation. Neuro-Oncol. 7, 12–19