isr in every clinical study - european bioanalysis forum · isr assessments were conducted...

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ISR in every clinical study – What have we done? ….What have we learned? …Where do we go from here? Cecilia Arfvidsson, Principal Clinical Bioanalytical Scientist Clinical Sample & Bioanalytical Science, Early Clinical Development, Innovative Medicines and Early Development Biotech Unit, AstraZeneca, Gothenburg, Sweden European Bioanalytical Forum Open Symposium, 17 Nov 2017 1

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Page 1: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

ISR in every clinical study –What have we done? ….What have we learned? …Where do we go from here?

Cecilia Arfvidsson, Principal Clinical Bioanalytical Scientist Clinical Sample & Bioanalytical Science, Early Clinical Development, Innovative Medicines and Early Development Biotech Unit, AstraZeneca, Gothenburg, Sweden

European Bioanalytical Forum Open Symposium, 17 Nov 2017

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Page 2: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

Incurred Sample Reanalysis in guidance I

§ Incurred sample reanalysis (ISR) is a regulatory requirement in bioanalytical method validation - to demonstrate the reproducibility of the measured study sample concentration levels.

§ It is assessed by repeating the analysis of a subset of samples from a given study in separate runs on different days to support the precision and accuracy measurements established with spiked QCs using the same bioanalytical method.

§ For at least 67% (2/3) of the repeats the percent difference between the initial and repeat concentration should be within 20% of their mean

Page 3: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

Incurred Sample Reanalysis in guidance II

Draft FDA Guidance for Industry:“ISR is expected for all in vivo human BE studies and all pivotal PK or PD studies.”

EMA Guideline on bioanalytical method validation:“ISR should be done at least in the following situations: all pivotal bioequivalence trials, first clinical trial in subjects, first patient trial, first trial in patients with impaired hepatic and/or renal function”

Page 4: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

Clinical Bioanalysis Alliance introductionThe AstraZeneca and Covance Laboratories Clinical Bioanalysis Alliance was launched in 2011

§ 5 year strategic alliance

§ Supported all small molecule (LC/MS) clinical bioanalysis (Ph I-Ph IV)

§ Global Covance policies and templates were applied

§ Roles, responsibilities and standard processes were determined as part of the implementation

§ Covance Project Managers represented bioanalysis within the internalAstraZeneca study teams

§ AstraZeneca bioanalytical scientist were not involved in study activities butrather focused on working strategically at the project level

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Page 5: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

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What have we done?

Standard processes agreed for incurredsample reanalysis:

§ ISR to be included in every clinical study

Motivated at the time by:§ It can be challenging to know what studies may be “pivotal” as development

progresses

§ Efficiency gain in that the AstraZeneca/Covance teams should not be required to determine whether ISR is needed on a study by study basis

§ Removes any inconsistencies / subjective variability between the different team members in deciding when to conduct ISR

§ ISR data provides an additional process/quality check parameter

Page 6: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

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What have we done?

At the end of the first 5-year cycle of the alliance we have data collected from the:

>120 different projects (development compounds) supported>130 methods developed

>310 methods validated

>550 clinical studies supported with sample analysis

>350,000 samples analysed

Unique ISR data set has been generated

Page 7: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

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What have we learned?In addition to the data set an ISR questionnaire was sent out to all Covance PMs and AstraZeneca BioA scientist

• Establish the number of ”true” ISR failures and ISR investigations, to differentiate poor method performance from human/technical error

• Take a deep dive into the true ISR failures – understand when, whereand why ISR fails and any implication on study and/or patient safety

Project Assay platform

Assay matrix

Study in which ISR failed

Observations from the ISR data

RCA reason for ISR failure

Previous ISR experience with the assay

Adapted BioAapproach

Implication on study level

ISR Questionnaire format

Page 8: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

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What have we learned? – ISR overviewOut of 550 clinical studies conducted over 5 years true ISR failures have beenexperienced in 10 studies (2%)

2%

1%

1%

96%

Studieswith"true"ISRfailures

StudieswithISRfailuresduetotechnicalissue,humanerrorsetcStudieswithISRinvestigationtriggeredbyaberrant/trendingresultsStudieswithoutanyISRissues

Additional ISR ”failures” have been experienced due to technical issues or human errors (1%) and ISR investigations have been triggered by trending results (1%)

Page 9: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

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What have we learned? – Study type8 of 10 true ISR failures were experienced in first time in man (FTIM) study or first time in use (FTiU) of the assay

1 ISR failure was experienced in new patient population (10%) and only 1 of the ISR failures was experienced after long term use of the assay (10%)

80%

10% 10%

StudieswithISRfailinguponfirsttimeuseoftheassay(oftenFTIMstudy)

StudieswithISRfailingwhenusingassayforsampleanalysisinnewpatientpopulation

StudieswithISRfailingafterlongtimeuseofassay

Page 10: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

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What have we learned? – Matrix typeIn relation to the number of studies conducted in each matrix

ISR fails more often in urine matrix and other more complex matrices (such as CSF, PUF, dialysate) compared to plasma

550 490

4515

10 5

41

75%

80%

85%

90%

95%

100%

Allmatrices Plasmamatrix Urinematrix Othermatrices

TotalISR FailingISR

2% 1% 8% 6%

Page 11: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

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What have we learned? – ISR failure categories

10%

20%

70%

ISRfailureduetoanalyteinstability

ISRfailureduetometabolitebackconversion

ISRfailureduetopoormethodperformance

§ Selectivity§ Sample preparation procedure§ Thawing/mixing§ Overall variability

Metabolites often play an important role in the root cause of ISR failures …

…being unstable, back converting or having an impact on overall methodperformance …

Page 12: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

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What have we learned? – Study impactIn a majority (70%) of the studies impacted by ISR failure data has beenreported as is only with a note to file about the investigation conducted.

ISR failures in FTIM study where plasma PK data is requested for doseescalation decision most likely to have great study impact

30%

70%

StudieswhereISRfailureresultedinadjustedmethod/revalidation/studyhold

StudieswhereISRfailurehadnostudyimpact- adjustedISRcritera/notetofileapplied

Page 13: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

LC-MS method for quantification of a small molecule in plasma (range 2-2000nmol/L) developed for FTIM study

• The initial method was protein precipitation based.

• Issues with matrix effects in individual plasma lots during development triggered additional method development

Addition of β-Mercaptoethanol at 1% v/v combined with protein precipitation reduced the variability and a full validation was performed successfully.

ISR failure 1 – FTIM small molecule program

Page 14: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

ISR assessments were conducted continuously during cohort 1-4

§ Limited ISR data from cohort 1 did not indicate any reproducibility issues –92% were within the 20% acceptance criteria

§ In the next ISR run with samples from cohort 1-3 most of the low concentration terminal end samples assessed were out of acceptance – still considered a partial data set and overall ISR acceptance criteria met (72% within the 20% acceptance criteria)

§ As data from cohort 4 was included and all ISR samples from the terminal phase were outside acceptance criteria ISR failed overall acceptance criteria (65% within the 20%)

ISR failure 1 – Initial observations

Page 15: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

The ISR samples not meeting the acceptance criteria

§ All show a positive bias compared to the original data

§ A great majority were from the terminal end (collected 48-120h afterdose) and had low sample concentration levels

ISR failure 1 – Initial observations

• All sample analysis put on-hold

• Further dose escalation in FTIM study put on-hold

during ongoing ISR investigation

Page 16: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

ISR failure 1 – Investigation data ICould the great variability be related to the previous binding issues in different individuals experienced during method development?

EXTRACTION DAY 1 EXTRACTION DAY 2 EXTRACTION DAY 3

1% BME 5% BME 1% BME 5% BME 1% BME 5% BMEPOOL1POOL2POOL3POOL4POOL5POOL6POOL7POOL8POOL9POOL10POOL11POOL12

Investigation on 3 different extraction daysIncurred sample pools with similar concentrations and sample collection time created

The impact of increased concentration of β-mercaptoethanol (5%) investigated

Samples where ISR variability observed(collected 48-120h after dose)

Samples where ISR variability not observed(collected 0.5-12h after dose)

Page 17: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

§ Higher sample concentrations observed at 1% BME – issue not related to binding issues observed during development

§ Issue related to the samples’ collection time (48 -120 hours after dose)§ Samples collected 0.5 to 12 hours after dose - results are consistent from day 1

to day 3 using either 1 or 5% BME

ISR failure 1 – Investigation data IICalculatedconcentration

EXTRACTIONDAY1 EXTRACTIONDAY2 EXTRACTIONDAY3

1%BME

5%BME

%CV1%BME

5%BME

%CV1%BME

5%BME

%CV

POOL1 4.64 4.49 2.3 3.85 3.75 1.9 3.31 3.68 7.5POOL2 10.5 6.46 33.7 5.11 5.66 7.2 6.55 5.94 6.9POOL3 25.6 17.1 28.2 16.9 16 3.9 20.1 15.6 17.8POOL4 172 67.9 61.4 72.2 47.7 28.9 167 58.8 67.8POOL5 76.6 38 47.6 41.4 30.3 21.9 52.3 29.6 39.2POOL6 132 58.4 54.7 63.3 46.9 21.0 109 45.9 57.6POOL7 13.3 11.8 8.5 12.7 10.7 12.1 12.4 11 8.5POOL8 9.38 7.49 15.8 7.54 7.63 0.8 8.45 7.1 12.3POOL9 104 106 1.3 109 107 1.3 103 100 2.1POOL10 420 411 1.5 372 410 6.9 419 411 1.4POOL11 1410 1460 2.5 1560 1450 5.2 1500 1420 3.9POOL12 1470 1510 1.9 1440 1350 4.6 1510 1490 0.9

Page 18: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

§ The presence of an unidentified component (possible metabolite since it can be correlated with the sample collection time) suspected to cause the variability in the incurred sample results.

§ Increasing the amount of β-mercaptoethanol in the method may increase the reproducibility of the results, but concentrations are lower and results are not consistent

ISR failure 1 – Root cause analysis and new method development

• Current assay withdrawn

• A new assay developed and validated using pools of incurred samples.

• New assay used to reanalyze all samples in FTIM study and ISR assessed with 97% pass rate

• PK back up samples valuable for metabolite investigation

Page 19: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

Reanalysis of all study samples confirmed that both the overall exposure (AUC) and the half-life (t1/2) had been overestimated by about 10%.

ISR failure 1 – PK and study impact

Failing ISR had a significant impact on study timelines and BioA workload but without any risk for patient safety

Summary of differences

Parameter Dose 1 Dose 2 Dose 3 Dose 4

Mean AUCinf (%) -14.3 -5.11 -8.84 -9.86

Mean Cmax (%) -8.38 -2.31 -7.67 4.88Mean t1/2 (h) 4.9 -9.9 -4.1 -11.5

0 20 40 60 80 100 120 140 160 180100

101

102

103

104

Time(h)

Cp(n

mol/L)

Dose 1Dose 2Dose 3Dose 4

OLDDose 1OLDDose 2OLDDose 3OLDDose 4

Page 20: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

LC-MS combination method for quantification of two small molecules in plasma to support ongoing clinical program.

No stability issues had been noticed during method validation in spiked plasma samples.

Initial Observations• ISR for one of the analytes in ongoing PK study was not met. Overall

pass rate was only 41%.

• All ISR samples that did not meet the acceptance criteria had negative bias compared to the original concentrations

• Samples that had been thawed 3 times (3F/T cycles) had even lower bias compared to samples with 2 F/T cycles – suspect stability issue!

• ISR for second analyte have a 100% overall pass rate - no performance issue?

ISR failure 2 – ongoing small molecule program

Page 21: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

Scientific rather than performance cause - indication that study samples are unstable upon repeated freeze/thaw

Method OK for initial analysis using samples that have not been thawed?

Agreed investigational approach by cross functional team• Repeat already performed ISR and continue ISR assessments with current

method using back-up samples that had never been thawed (in a tiered approach)

• 156 out of 162 samples did meet the acceptance criteria when ISR was repeated on back-up samples - overall pass rate 96%!

Method OK to use for analysis of study samples without multiple F/T

ISR failure 2 – root cause and approach

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Where do we go from here?

§ First time use of an assay§ First time use of an assay in a new patient population

ISR data provides valuable insight into the assay’s fit for purposeand the reliability of the reported sample concentrations.

No reason to do ISR assessment beyond regulatory requirements

§ Known or unknown metabolite(s) often plays an important role in the ISR failure

All previous BioA/DMPK experiences are of great value and should be taken into consideration when preparing for clinicalassay development

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Acknowledgement

§ Brian Dayton (Covance)

§ Paul Severin (Covance)

§ Stephanie Cape (Covance)

§ Tammy Harter (Covance)

§ Chris Bailey (AstraZeneca)

§ Yan Li (AstraZeneca)

§ Victoria Holmes (AstraZeneca)

A very special thanks to: § Maria Heijer (AstraZeneca)§ Richard Mitchell (Covance)

for their contributions into the ISR examples.

Thanks to the AstaZeneca/Covance team:

Page 24: ISR in every clinical study - European Bioanalysis Forum · ISR assessments were conducted continuously during cohort 1-4 § Limited ISR data from cohort 1 did not indicate any reproducibility

Confidentiality Notice This file is private and may contain confidential and proprietary information. If you have received this file in error, please notify us and remove it from your system and note that you must not copy, distribute or take any action in reliance on it. Any unauthorized use or disclosure of the contents of this file is not permitted and may be unlawful. AstraZeneca PLC, 1 Francis Crick Avenue, Cambridge Biomedical Campus, Cambridge, CB2 0AA, UK, T: +44(0)203 749 5000, www.astrazeneca.com

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