concordance between non-clinical and clinical toxicity ... · above clinical adr based on nda...
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34
9
20
21
73
13
98
10
61
42
2
2
0
1
36
5
0
1
14
23
3
3
6
9
84
17
157
17
158
160
0% 20% 40% 60% 80% 100%
Sensory organ agents
Urogenital/anal organ agents
Antibiotics
Cardiovascular agents
CNS agents
Hormones
Chemotherapeutics
Digestive organ agents
Agents affecting metabolism
Biological preparations
11
16
47
32
103
328
393
38
431
0
1
12
25
39
51
81
9
90
118
42
78
128
333
313
636
10
646
0% 20% 40% 60% 80% 100%
Enzymes
Hormones
Protein
Antibody
Non-small molecules
Small molecules
Other ADR
Clinically significant ADR
All
0% 20% 40% 60% 80% 100%
Other ADR
Clinically significant ADR
All(clinically significant + others)
single 2 weeks 4 weeks 13 weeks 26 weeks 52 weeks 104 weeksMinimal duration of administration periods
Predictable = Detected in nonclinical studies + Predictable from mechanism of action
0
10
20
30
40
50
60
70
80
90
100 (%)
Materials and Methods
234 new molecular entities approved in Japan from 2001 to 2010
Exclude vaccines & anti-cancer drugs
Choose drugs with ADR of incidence of 5% or more based on package inserts in Japan
134 drugs and 1202 ADR
Kazuichi Nakamura, Shigeru Hisada, Takako Ohkura, Yasuo Yoneta, Kenichi Hattori, Yamato Ogino, Chihiro Tamaki, Yoshiharu Takashima, Daisaku Yasugi, Masamichi Hashiba, Misa Matsumura, and Takashi Nagayama
Concordance between Non-Clinical and Clinical Toxicity Data Determined by a Survey of Approved Pharmaceuticals in Japan
Non-Clinical Evaluation Expert Committee, Drug Evaluation Committee, Japan Pharmaceutical Manufacturers Association, Tokyo, Japan
Objective
Concordance analysis Pick up nonclinical findings corresponding to the
above clinical ADR based on NDA dossiers and PMDA*’s review reports
Detected in nonclinical studies
NOT detected in nonclinical studies
Predictable from mechanism of action
Associated with other ADR
Associated with primary disease
Predictable from available information
* Pharmaceuticals and Medical Devices Agency
Non-predictable
Basic Profiles of Drugs Analyzed
Concordance Analysis Based on
Severity of Clinical ADR and Drug Classes
Overall concordance was 36%, higher in the clinically significant ADR. Non-small molecule drugs,
especially enzymes and antibodies, showed lower concordance than small molecule drugs.
Concordance Analysis Based on
Target Organs of ADR
Small molecules Non-small molecules
Musculoskeletal, respiratory, nose & neurology ADR showed lower concordance in small molecule
drugs. Non-small molecule drugs showed lower concordance than small molecule drugs in many
organs.
Musculoskeletal
Respiratory
Nose
Others
Neurology
Faucal/Oral
Systemic
Metabolic
Urinary
Skin
Cardiovascular
Eyes
Hepatobiliary
Blood
Gastrointestinal
Infection
Application sites
Musculoskeletal
Cardiovascular
Neurology
Systemic
Urinary
Hepatobiliary
Gastrointestinal
Skin
Respiratory
Nose
Faucal/Oral
Metabolic
Infection
Blood
Others
Application sites
Eyes
Organs with concordance lower than 40% are highlighted.
Concordance Analysis Based on
Therapeutic Category in Japan
Biological preparations & agents affecting metabolism showed lower concordance.
Based on the Japan Standard Commodity Classification (JSCC). Therapeutic category incl. >5 agents and >10 AE are shown.
Concordance Analysis Based on
Route of Administration
Small molecules
*Subcutaneous also includes percutaneous and intramuscular routes.
Non-small molecules
Oral
Intravenous
Subcutaneous*
Ocular/ Intravitreal
In small molecule drugs, oral administration showed lower concordance than intravenous
administration. Subcutaneous administration showed higher concordance than
intravenous administration in small and non-small molecule drugs.
There is no oral route drug.
Exposure Ratio of Animals to Human
Exposure ratio; Animal exposure/Human exposure
Approximately 70% of animal toxicities were observed at less than 10 times exposure
(Cmax and AUC) in human.
Exposure Ratio (Cmax, 82 ADR in 35 drugs)
0% 20% 40% 60% 80% 100%
Other ADR (72)
Clinically significant ADR (10)
All (82)
< 1
1 to 10
10 to 30
30 to 100
>= 100
Exposure Ratio (AUC, 178 ADR in 60 drugs)
0% 20% 40% 60% 80% 100%
Other ADR (163)
Clinically significant ADR (15)
All (178)
< 1
1 to 10
10 to 30
30 to 100
>= 100
Conclusions
2278
In
cid
en
ce o
f A
DR
0% 20% 40% 60% 80% 100%
>50%30-50%20-30%10-20%
5-10%All
Gastrointestinal Neurology Hepatobiliary Blood SkinSystemic Cardiovascular Eyes Muscloskeletal Faucal/OralMetabolic Urinary Infection Respiratory Others
Predictability Analysis of Individual ADR
Pre
dic
tabili
ty
This is the latest study investigating the concordance between adverse drug
reactions (ADR) and animal toxicities for marketed drugs approved in the first decade
of the 21st century in Japan. Similar studies1,2) were conducted in 1990’s. Since then,
however, the drug development situation has dramatically changed; for example,
many biotechnology-derived pharmaceuticals have emerged in the market. .
The objective of this study is to improve the safety evaluation of pharmaceuticals by
considering the concordance. It might be necessary to find solutions in non-clinical
and clinical studies especially as for poor concordant parameters. The present
concordance analysis study should provide new aspects of drug safety evaluation. .
1) JPMA non-clinical evaluation expert committee report No. 65 (1994)
2) Olson H. et al. Regul. Toxi. Pharmacol. 32, 56-67 (2000)
Route of Administration Drug Class
Therapeutic Category in Japan
Based on the Japan Standard Commodity Classification (JSCC).
Oral
Intravenous
Subcutaneous
Intramuscular
Eye drops
Percutaneous
Inhalation
Others
Other agents affecting metabolism
Chemotherapeutics
CNS agents
Biological preparations
Cardiovascular agents
Hormones
Sensory organ agents
Antibiotics
Others
Small molecule
Antibody
Protein
Hormones
Enzymes
Others
• Overall concordance value between human ADR and animal toxicities
was 36%. The value was higher in clinically significant ADR and high
incidence ADR than other ADR and low incidence ADR respectively.
Oral drugs showed a lower value in comparison with other drugs.
• Approximately 70% of animal toxicities were observed at less than 10
times exposure (Cmax and AUC) in human. More than 80% of animal
toxicities were observed within 1-month studies.
• Some ADR (blood pressure increase, triglyceride increase etc.),
parameters of which can be measured in animals, showed relatively low
predictability. Further studies are expected to elucidate this point.
ADR concordance was positively correlated with incidence of ADR.
Blood, systemic, and urinary ADR were mainly observed in higher incidence ADR group.
Gastrointestinal and hepatobiliary ADR were rare in more than 50% incidence group. Neurology
ADR is observed over wide range of incidence.
More than 80% of animal toxicities were observed within 1 month-studies.
Approximately 5% of clinically significant ADR needed 104-week study for the detection
of non-clinical findings. These ADR were related to decrease of leukocytes/neutrophiles.
+ Associated with other ADR + Associated with primary desease
Low
predictability
Measurable both in human and animals
ADR which are difficult to observe directly in animals (e.g. subjective symptoms) generally
showed lower predictability and vice versa. However, some parameters measurable both in
human and animals, such as triglyceride increase and blood pressure increase, also showed
low predictability.
Concordance Analysis Based on Incidence of ADR
Administration Periods for Concordant ADR