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Early safety signal MS Bad Homburg 07 1 Interpretation of early safety signals Do early safety signals exist ? Drawing the picture Why and how are they searched for ? The MTD story Making interpretation ? Questions and practice

Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

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Page 1: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 1

Interpretation of early safety signals

• Do early safety signals exist ?Drawing the picture

• Why and how are they searched for ?The MTD story

• Making interpretation ? Questions and practice

Page 2: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 2

Interpretation of early safety signals

• Do early safety signals exist ?Drawing the picture

• Why and how are they searched for ?The MTD story

• Making interpretation ? Questions and practice

Page 3: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 3

Drawing the picture !

1 Sanofi-Aventis survey11 y (95-2005)101 compounds

2 Data from other originsPublished articles on adverse eventsData from registers

Page 4: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 4

Sanofi Aventis Survey11 years (95-2005)101 compounds Phase I – FIMs• all the compounds

* if available data from reports (SD&MD)* excepted oncology and insulins

• 101 single dose (SD) studies87 multiple doses (MD) studies

. (14 stop)

Page 5: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 5

Sanofi Aventis SurveyEarly safety signals: TypesTypes

• Clinical AE• Potentially clinically significant

abnormality (PCSA)ie ECG, lab, vital signs ….

using predefined threshold based on . value and/or variation from baseline

Page 6: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 6

Sanofi Aventis Survey

Early safety signals: CharacteristicsCharacteristics

n°1 Directly and immediatelyDirectly and immediately… … ….….safetysafety relevantrelevant:

AEs or abnormalities « PCSAs »For ex: vomiting, orthostatic hypotension,

ALT increase…

Page 7: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 7

Sanofi Aventis Survey: Early safety signals: CharacteristicsCharacteristics

Not Not directly safetydirectly safety relevantrelevant: n°2&3: n°2&3**2 Result predicting risk

For ex: aPPT baseline x 2, 5 and anticoagulant

**3 Result limiting riskFor ex: Cmax limitation when expectedconvulsions from preclinical data

Page 8: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 8

Survey: a big VarietyVariety of early safety signals

The most frequent examples:Mainly GI AEs 17 compounds

CNS AEs 17 c. .

PCSAs: Liver enzymes 11 c.QTc increase 7 c.

Page 9: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 9

Ex Gastro Intestinal Early Safety Signals

Digestive Event Nausea VomitAbdominal pain

100 mg 1150 mg 1225 mg 3 2 1300 mg 7 2 1 4

Page 10: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 10

Triglycerides (mmol/L) - Individual data

0

2

4

6

8

10

12

Day-1 Day 3 Day 5 Day 7 Day 10 Day 13 Day 15 END

TIME (D)

Page 11: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 11

Survey: ESS SeriousnessSeriousness ?12 SAEs (12%)

no death all, complete reversibility

• 3 in SD studies: 3 syncopes from 3 compounds • 9 in MD studies:

* Drug induced liver injury. 6 reports from 3 compounds

* Rhabdomyolysis . . 2 reports from 2 compounds

* Rash, fever and bicytopenia

Page 12: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 12

Cytolytic hepatitis

0

100

200

300

400

500

600

700

800

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17

ALATASATGamma GTBilirubin (total)Alkalin phosphatase

Page 13: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 13

Cholestatic hepatitis

0

50

100

150

200

250

300

Screen

ing D-1 D3 D7

D13

D14

D15 (unsch

eduled

)

D16

D17 (unsch

eduled

)

D18 (unsch

eduled

)Gamma GTAlkalin phosphataseALATASATBilirubin (total)

Page 14: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 14

B Other early safety signalsB Early safety signals: other origins

Incidences - related to tested compound: AEs 15 %SAEs 0,4 %o

Survey # 0,2 %o

Deaths 5 / 30 years / worldwide

® Rosenzweig Br J Clin Pharm 1999, 45: 19® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13® Luftullin Int J Clin Pharm & Ther 2004; 43: 217® Sibille Br J Clin Pharm 2006; 62:503® Japan Clin Pharm & Therap 2006; 79:P71® Club phase I www.clubphase1.org

Page 15: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 15

Interpretation of early safety signals• Do early safety signals exist ?

Drawing the picture• Why and how are they searched for ?

The MTD storymaximal tolerated dose

• Making interpretation ? Questions and practices

Page 16: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 16

The MTD story

Phase I = first step of drug development Phase I goal = jump to second step, by the

way of Phase 2 dose selectionActive search of early safety signals to determine

MTD MTD -- Maximal Maximal ToleratedTolerated DoseDose

Page 17: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 17

MTD definition

® CUTLER et al.Defining the maximum tolerated dose

J Clin Pharmacol 1997;37:767 & 2000;40:1184

« TheThe highesthighest safesafe dose dose and and

maximal usable dosemaximal usable dose »»

Page 18: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 18

Survey: MTD rate of determination

MTD was defined in 58 out of the 101compounds 58%

from SD st. 39% . from MD st. 31% . from both 12 %in this last circumstance the MTD of MD

study was identical (7) or lower (5)

Page 19: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 19

MTD: 4 possible applications• From DirectDirect safety signalsN° 1 « Genuine MTD »• From IndirectIndirect safety signals:N° 2 * predicting risk – biomarkerN° 3 * limiting risk – PK concentration

« Analogic MTDs »•• NoNo safety signal: inhaled compound

n.of actuations N° 4 « Derived MTD »

Page 20: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 20

MTD: 4 types• From Direct safety signalsN° 1 « Genuine MTD » : 45/58 78%• From Indirect safety signals:N° 2 * predicting risk – biomarker: 5N° 3 * limiting risk – PK concentration: 3

« Analogic MTDs »: (5+3) 8 14%• No safety signal: inhaled compound

n.of actuations N° 4 « Derived MTD »: 5 8%

Page 21: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 21

Survey: Is MTD a securedsecured strategy ?

12 SAEs (12%) no death all, complete reversibility

Page 22: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 22

Survey: MTD …a realistic timelinerealistic timeline

• Reaching MTD: median - 7 dose steps in SD

- 3 in MD studies

Page 23: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 23

Survey: Is the choice of the firstfirst dose…

…of SDSD study accurate ?

Page 24: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 24

Survey: Is the choice of the firstfirst dose…

…of SDSD study accurate ?

Criteria of accuracy : No ESS, No activity > LOQ

Page 25: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 25

Survey: Is the choice of the firstfirst dose…

…of SDSD study accurate ?

Criteria of accuracy : No ESS, No activity > LOQ

Results: 96% no ESS, no activity67% concentration > LOQ

Page 26: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 26

Survey: Is the firstfirst dose of SDSD study…safe?

A major question after the London story …

Page 27: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 27

Survey: Is the firstfirst dose of SDSD study…safe?

A major question after the London story …101 SD studies: no SAE

only 4 related safety issuesall mild & reversible AEs

• Orthostatic hypotension 2 (CV&CNS area)• Digestive low tolerability (antibiotic)• Local irritation (infused vein)

Page 28: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 28

Survey: Is the firstfirst dose of SDSD study…safe?

A major question after the London story …

If * rules and regulations* prudence on choice of doses

…an answer far from the tragedy !

Page 29: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 29

Survey: Is the firstfirst dose of MDMD…safe ?

….MD could be more at risk!

2 SAEs1. Rhabdomyolysis2. Hepatitis

Page 30: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 30

Survey:Exceeding the NOAEL NOAEL Human Equivalent Human Equivalent DoseDose

Is it …usefuluseful ?• Actual frequency: 42 compounds in SD

. 21 in both SD and MD

Page 31: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 31

Survey:Exceeding the NOAEL NOAEL Human Equivalent Human Equivalent DoseDose

Is it …usefuluseful ?• Actual frequency: 42 compounds in SD

. 21 in both SD and MD• Results: improving MTD determination ?

YES:if not, MTD score is 39%39%if yes, MTD score increased to 58%58%

Page 32: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 32

Survey:Exceeding the NOAEL Human Equivalent Dose

Is it ….safesafe ?

Page 33: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 33

Survey:Exceeding the NOAEL Human Equivalent Dose

Is it ….safesafe ?• SD studies42 SD studies: YES - no SAE up the top dose

Page 34: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 34

Survey:Exceeding the NOAEL Human Equivalent Dose

Is it ….safesafe ?MD studies• 21 MD studies: Mild over-risk

*** 3 SAEs 14%Hepatitis (2 reports 1 compound)Rhabdomyolysis (1 report)

*** versus 6/66 rest of cohort 9%

Page 35: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 35

Interpretation of early safety signals

• Do early safety signals exist ?Drawing the picture

• Why and how are they reached and collected ?

The MTD story• Making interpretation ?

Questions and practices

Page 36: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 36

In fact, three scenarios:

1. High frequency/intensity of ESS 2. Dose dependent occurrence of

ESS 3. Low frequency of ESS

Page 37: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 37

Scenarios and ……decision process

1. High frequency/intensity of ESS 2. Dose dependent occurrence

CLARITY

Page 38: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 38

1st Ex. Digestive Event Nausea Vomit

Abdominal pain

100 mg 1150 mg 1225 mg 3 2 1300 mg 7 2 1 4

2d Ex Digestive Event Nausea Diarrhea Meteorism

400 mg 0600 mg 2 2800 mg 5 2 1 2

1000 mg 12 2 5 5

Page 39: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 39

Multiple dose - 14 days 12 subjects per doseRash: Acnea-like syndrom

Dose Men Women

20 mg 0 ND

50 mg 3 mild 6 mild

80 mg 5 (3mild/2moderate) ND

Page 40: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 40

Dose Escalation Process

Early Safety

Signalss?No

Relevance to support MTD?

Risk?

STOPQUALIFY MTD

Yes

NoNo

Yes Yes

Page 41: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 41

Scenarios and ……decision process

1. High frequency/intensity of ESS 2. Progressive dose dependent occurrence

CLARITY

3. Low frequency of ESSLow frequency of ESSPERPLEXITYPERPLEXITY

Page 42: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 42

Perplexity: 1verum - 1placebo

05000

100001500020000250003000035000400004500050000

Scr

eeni

ng

Day

- 1 4 8 12

CO

NTR

OL 13 15 18 28 32

CPKCPK 2

Page 43: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

POST meeting 43

STUDY ON GOING

ES Signal: 1 + 1 + riskrisk

Placebo? Yes

Dose adaptation- SAME- LOWER

No No

No

Is AE- Expected?- Specific?

Acceptable Decision ?

Is- An other cause?

- Rare in HV?

STOP

No

Yes Yes

Yes

Support from PK and/or

PD

Page 44: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 44

Conclusions (1)

1. ESS do exist,thus MTD determination is:

• Realistic• Safe• Even if, NOAEL HED exceeded in

SDSD study

Page 45: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 45

Conclusions (2)

2. ESS interpretation is supported by simple algorithms:

• If Several ESSSeveral ESS: Intensity and number of early safety signals MTD

• If Unique ESSUnique ESS: More difficult decision making process

Page 46: Do early safety signals exist ? Drawing the picture • Why ...€¦ · ® Sibille Eur J Clin Pharm 1992, 42: 389 & 1998, 54: 13 ® Luftullin Int J Clin Pharm & Ther 2004; 43: 217

Early safety signal MS Bad Homburg 07 46

Conclusion (3):a subtle balanced strategy between…

1. Minimizing risk and keeping priority to subject protection

2. Testing the highest possible dose on the biggest number of subjects

toObtain Early Safety Signals

Have significant intensityHave significant frequency

Support MTD relevance