Evidence map›Paper›PMID 39348508›Full record

ReviewMolecular pharmaceutics2024

PBBM Considerations for Base Models, Model Validation, and Application Steps: Workshop Summary Report.

Tycho Heimbach, Flora Musuamba Tshinanu, Kimberly Raines, Luiza Borges, Shinichi Kijima, Maria Malamatari, Rebecca Moody, Shereeni Veerasingham, Paul Seo, David Turner and 31 more

Abstract readReview
In one paragraph

Review in Molecular pharmaceutics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

41 authors.

Tycho HeimbachPharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, New Jersey 07065, United States.ORCID 0000-0003-1224-0629
Flora Musuamba TshinanuBelgian Federal Agency for Medicines and Health Products, Galileelaan 5/03, Brussels 1210, Belgium.
Kimberly RainesOffice of Pharmaceutical Quality (OPQ), Center for Drug Evaluation and Research (CDER), Food and Drug Administration (FDA), Silver Spring, Maryland 20903-1058, United States.
Luiza BorgesANVISA, SIA Trecho 5 - Guará, Brasília, DF 71205-050, Brazil.ORCID 0000-0001-8634-221X
Shinichi KijimaOffice of New Drug V, Pharmaceuticals and Medical Devices Agency (PMDA), Tokyo 100-0013, Japan.
Maria MalamatariMedicines & Healthcare Products Regulatory Agency, 10 S Colonnade, London SW1W 9SZ, U.K.ORCID 0000-0003-1144-0629
Rebecca MoodyOffice of Pharmaceutical Quality (OPQ), Center for Drug Evaluation and Research (CDER), Food and Drug Administration (FDA), Silver Spring, Maryland 20903-1058, United States.
Shereeni VeerasinghamPharmaceutical Drugs Directorate (PDD), Health Canada, 1600 Scott St, Ottawa, Ontario K1A 0K9, Canada.
Paul SeoOffice of Clinical Pharmacology (OCP), Office of Translational Sciences (OTS), Center for Drug Evaluation and Research (CDER), Food and Drug Administration (FDA), Silver Spring, Maryland 20903-1058, United States.
David TurnerCertara Predictive Technologies, Level 2-Acero, Simcyp Ltd, 1 Concourse Way, Sheffield S1 2BJ, United Kingdom.
Lanyan FangDivision of Quantitative Methods and Modeling (DQMM), Office of Research and Standards (ORS), Office of Generic Drugs (OGD), Center for Drug Evaluation and Research (CDER), Food and Drug Administration (FDA), Silver Spring, Maryland 20903-1058, United States.
Cordula StillhartPharmaceutical R&D, F. Hoffmann-La Roche Ltd., Basel CH-4070, Switzerland.
Philip BransfordData and Computational Sciences, Vertex Pharmaceuticals, Inc., Boston, Massachusetts 02210, United States.
Xiaojun RenPK Sciences/Translational Medicine, BioMedical Research, Novartis, One Health Plaza, East Hanover, New Jersey 07936, United States.
Nikunjkumar PatelCertara Predictive Technologies, Level 2-Acero, Simcyp Ltd, 1 Concourse Way, Sheffield S1 2BJ, United Kingdom.
David SperryEli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana 46285, United States.
Hansong ChenOffice of Pharmaceutical Quality (OPQ), Center for Drug Evaluation and Research (CDER), Food and Drug Administration (FDA), Silver Spring, Maryland 20903-1058, United States.
Amin Rostami-HodjeganCertara Predictive Technologies, Level 2-Acero, Simcyp Ltd, 1 Concourse Way, Sheffield S1 2BJ, United Kingdom.
Viera LukacovaSimulations Plus Inc., 42505 10th Street West, Lancaster, California 93534, United States.
Duxin SunThe University of Michigan, North Campus Research Complex (NCRC), 1600 Huron Parkway, Ann Arbor, Michigan 48109, United States.
Jean-Flaubert NguefackHead of Biopharmacy Team, Montpellier, Synthetics Platform, Global CMC, Sanofi, Paris 75008, France.
Tessa CarducciAnalytical Commercialization Technology, Merck & Co., Inc., 126 E. Lincoln Ave, Rahway, New Jersey 07065, United States.
Manuela GrimsteinOffice of Clinical Pharmacology (OCP), Office of Translational Sciences (OTS), Center for Drug Evaluation and Research (CDER), Food and Drug Administration (FDA), Silver Spring, Maryland 20903-1058, United States.ORCID 0000-0002-6430-3022
Xavier PepinSimulations Plus Inc., 42505 10th Street West, Lancaster, California 93534, United States.ORCID 0000-0002-2180-5452
Masoud JameiCertara Predictive Technologies, Level 2-Acero, Simcyp Ltd, 1 Concourse Way, Sheffield S1 2BJ, United Kingdom.ORCID 0000-0002-3443-0194
Konstantinos StamatopoulosBiopharmaceutics, DPD, MDS, GlaxoSmithKline, David Jack Centre, Park Road, Ware SG12 0DP, U.K.
Min LiOffice of Clinical Pharmacology (OCP), Office of Translational Sciences (OTS), Center for Drug Evaluation and Research (CDER), Food and Drug Administration (FDA), Silver Spring, Maryland 20903-1058, United States.
Maitri SanghaviCertara Predictive Technologies, Level 2-Acero, Simcyp Ltd, 1 Concourse Way, Sheffield S1 2BJ, United Kingdom.
Christer TannergrenBiopharmaceutics Science, New Modalities & Parenteral Product Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Gothenburg 43183, Sweden.ORCID 0000-0003-3897-337X
Haritha MandulaOffice of Pharmaceutical Quality (OPQ), Center for Drug Evaluation and Research (CDER), Food and Drug Administration (FDA), Silver Spring, Maryland 20903-1058, United States.
Zhuojun ZhaoOffice of Pharmaceutical Quality (OPQ), Center for Drug Evaluation and Research (CDER), Food and Drug Administration (FDA), Silver Spring, Maryland 20903-1058, United States.
Tzuchi Rob JuAnalytical R&D, AbbVie Inc., 1 North Waukegan Road, North Chicago, Illinois 60064, United States.
Christian WagnerGlobal Drug Product Development, Global CMC Development, the Healthcare Business of Merck KGaA, Darmstadt 64293, Germany.
Sumit AroraJanssen Pharmaceutica NV, Turnhoutseweg 30, 2340 Beerse, Belgium.ORCID 0000-0001-8860-667X
Michael WangPharmaceutical Sciences and Clinical Supply, Merck & Co., Inc., Rahway, New Jersey 07065, United States.
Gregory RulloRegulatory CMC, AstraZeneca, 1 Medimmune Way, Gaithersburg, Maryland 20878, United States.
Amitava MitraClinical Pharmacology, Kura Oncology Inc, Boston, Massachusetts 02210, United States.
Sivacharan KolliparaBiopharmaceutics Group, Global Clinical Management, Integrated Product Development Organization (IPDO), Dr. Reddy's Laboratories Ltd., Bachupally, Medchal Malkajgiri District, Hyderabad, 500 090 Telangana, India.
Siri Kalyan ChirumamillaCertara Predictive Technologies, Level 2-Acero, Simcyp Ltd, 1 Concourse Way, Sheffield S1 2BJ, United Kingdom.
James E PolliSchool of Pharmacy, University of Maryland, Baltimore, Maryland 21201, United States.ORCID 0000-0002-5274-4314
Claire MackieJanssen Pharmaceutica NV, Turnhoutseweg 30, 2340 Beerse, Belgium.ORCID 0009-0002-2322-1861

Funding

University of Maryland Center of Excellence in Regulatory Science and InnovationU01FD005946 · FDA · UNIV OF MARYLAND, COLLEGE PARK · PI BENTLEY, WILLIAM E., POLLI, JAMES E · 2016 to 2025
$21.5M
FDA HHS U01 FD005946
6 · The paper itself

Abstract

The proceedings from the 30th August 2023 (Day 2) of the workshop "Physiologically Based Biopharmaceutics Models (PBBM) Best Practices for Drug Product Quality: Regulatory and Industry Perspectives" are provided herein. Day 2 covered PBBM case studies from six regulatory authorities which provided considerations for model verification, validation, and application based on the context of use (COU) of the model. PBBM case studies to define critical material attribute (CMA) specification settings, such as active pharmaceutical ingredient (API) particle size distributions (PSDs) were shared. PBBM case studies to define critical quality attributes (CQAs) such as the dissolution specification setting or to define the bioequivalence safe space were also discussed. Examples of PBBM using the credibility assessment framework, COU and model risk assessment, as well as scientific learnings from PBBM case studies are provided. Breakout session discussions highlighted current trends and barriers to application of PBBMs including: (a) PBBM credibility assessment framework and level of validation, (b) use of disposition parameters in PBBM and points to consider when iv data are not available, (c) conducting virtual bioequivalence trials and dealing with variability, (d) model acceptance criteria, and (e) application of PBBMs for establishing safe space and failure edges.

Indexed as

Therapeutic EquivalencyBiopharmaceuticsHumansModels, BiologicalPharmaceutical PreparationsRisk AssessmentPharmaceutical PreparationsBioequivalencebioequivalence safe spacecontext of usedissolutiondrug product qualityIVIVCIVIVRmodel credibility assessment frameworkmodelingPBBM

Identifiers

PMID39348508
PMCPMC11539057

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.