Deploying Digital Twins and Synthetic Data in Evidence Generation

Webinar

Presented on: March 19, 2026

What does it take to deploy digital twins and synthetic data in clinical evidence generation — and what do regulators expect when you do?

In this third webinar in the MRCT Center’s Digital Twins and Synthetic Data series, a multidisciplinary panel examines the real-world application of these technologies across the clinical trial lifecycle. The discussion covers evidence quality and validation, regulatory benchmarks, model transparency, and the evolving landscape of FDA and EMA expectations. Panelists draw on experience spanning machine learning, FDA policy development, and drug development leadership to offer practical, grounded perspectives on what adoption looks like today — and where the field is headed.

Topics include:

  • Defining digital twins and synthetic data: key distinctions and appropriate uses
  • Reducing control arms and enhancing statistical power in randomized and single-arm trials
  • Applications across rare disease, oncology, and common conditions
  • Machine learning vs. traditional statistical approaches: complementary, not competing
  • Regulatory acceptance: FDA draft guidance, EMA qualification of PROCOVA, and engagement strategies
  • Model evaluation benchmarks and performance validation across development phases
  • Cultural and organizational barriers to adoption — and how to address them

Panelists: Daniele Bertolini, Principal Machine Learning Scientist, Unlearn.AI | Tala Fakhouri, VP Consulting AI & Digital Policy and Real World Evidence, Parexel | Karen Smith, Board Director, Context Therapeutics, Skye Bioscience, and Sangamo Therapeutics

Moderator: Barbara Bierer, Faculty Director, MRCT Center

A Framework for AI Adoption and Oversight in Clinical Research

Characterization of Key Information Sections in Informed Consent Forms Posted on ClinicalTrials.gov 

Publication

Published on: August 14, 2023

Published in: Journal of Clinical and Translational Science

Abstract: Barbara Bierer and MRCT Center colleagues Walker Morrell, Ava Glazier, and Deborah Zarin, together with Luke Gelinas of Advarra and Tony Tse of the National Institutes of Health, published Characterization of Key Information Sections in Informed Consent Forms Posted on ClinicalTrials.gov in the Journal of Clinical and Translational Science. The 2018 revised Common Rule requires informed consent forms to open with a “concise and focused” key information (KI) section, but provides no guidance on content or format. Analyzing federally funded treatment trial ICFs posted on ClinicalTrials.gov, the authors found that three-quarters included an identifiable KI section averaging one page—yet readability showed little improvement over full ICFs, and a meaningful minority omitted core content such as the main reasons to join or not join a study. The authors call for consensus-based guidelines to help researchers and IRBs develop KI sections that are both compliant and genuinely useful to participants.

Gelinas L, Morrell W, Tse T, Glazier A, Zarin DA, Bierer BE. Characterization of key information sections in informed consent forms posted on ClinicalTrials.gov. Journal of Clinical and Translational Science. 2023;7(1):e185. doi:10.1017/cts.2023.605

Disclosure of Pregnancy-Related Privacy Risks in Clinical Research Post-Dobbs

Publication

Published on: February 24, 2026

Published in: NEJM Evidence

Description: Barbara Bierer, Ava Glazier, and Willyanne DeCormier Plosky published “Disclosure of Pregnancy-Related Privacy Risks in Clinical Research Post-Dobbs” in NEJM Evidence. The review examines how routine clinical research practices — such as pregnancy testing, contraception requirements, and incidental pregnancy reporting — have created new privacy risks for participants, clinicians, and investigators following the 2022 Dobbs v. Jackson Women’s Health Organization decision and offers practical guidance for investigators and IRBs navigating this shifting legal landscape.

Representation, Access, and Inclusion in Clinical Trials: A Patient-Centered Perspective from the ASCPT 2025 Patient Forum

Publication

Published on: February 10, 2026

Published in: Clinical Pharmacology and Therapeutics

Description: Barbara Bierer and colleagues published a summary of their 2025 American Society for Clinical Pharmacology and Therapeutics Patient Forum panel discussion in Clinical Pharmacology and Therapeutics, highlighting actionable insights to ensure that representation in clinical trials reflects those most affected by the disease.

https://doi.org/10.1002/cpt.70234

2025 Annual Symposium

Meeting Recordings

Presented on: October, 22, 2025
Presented at: Ropes & Gray and Hybrid

Keynote | John F. Crowley (BIO)

John F. Crowley, President & CEO, Biotechnology Innovation Organization (BIO)
A call for regulatory modernization, trial simplification, and cross-sector partnership to sustain innovation and expand equitable access to medicines worldwide.


Panel | Clinical Trial Reform: The Need for Change and Progress

Kevin Bugin (Amgen); Karen Hartman (Mayo Clinic); Bridgette René McCullough (ACIRAH Health); Ann Meeker-O’Connell (Novartis)
Practical reforms to reduce protocol complexity and site burden, standardize systems, accelerate start-up, and expand patient access through adaptive and decentralized trial designs.


Session | Meeting the Moment in an Evolving Research Environment

Sarah White, Executive Director, MRCT Center
Repositioning the MRCT Center to remain nimble and opportunistic amid regulatory, technological, and operational uncertainty through focused work on access, innovative trial design, data use and protection, patient-centered approaches, responsive forums, global capacity building, and artificial intelligence.


Panel | Rethinking Informed Consent with Artificial Intelligence

Michael Cohen-Wolkowiez (Duke University); Megan Doerr (Sage Bionetworks); Cristin Freeman (Bristol Myers Squibb)
Real-world applications of AI to enhance informed consent, focusing on participant-centered, scalable, and feasible innovation, while respecting ethical and regulatory expectations.


Panel | Cell & Gene Therapy Long-Term Follow-Up (LTFU): Key Deliverables and the Path Forward

Lara Gehl (Bristol Myers Squibb); Daniel Kavanagh (WCG); Pamela Tenaerts (Medable)
Practical applications of the MRCT Center’s LTFU Toolkit to harmonize data, reduce participant burden, integrate decentralized methods, and meet long-term safety and regulatory requirements.


MRCT Center Updates | Select Initiatives

Willyanne DeCormier Plosky; Sarah White; Sylvia Baedorf Kassis; Lisa Koppelman; Barbara Bierer (MRCT Center)
Implementation updates on Representation in Research, capacity building through the TRACE Project, workforce competency standards (JTF), pediatric research, and the European Health Data Space.


Save the date:

The 2026 MRCT Center Annual Symposium will take place on Wednesday, October 21, 2026, in Boston. An agenda will be shared in the coming months.

Navigating the MRCT Center’s Long-Term Follow-Up Toolkit for Gene Therapies

Podcast

Published: January 30, 2026

Podcast Episode

Listen to a podcast discussion with Barbara Bierer and Carolyn Chapman as they discuss the Toolkit for Supporting the Design, Conduct, and Reporting of Long-Term Follow-Up (LTFU) Studies for Gene Therapies (Version 2.0)

Available now on Spotify, YouTube, Apple Podcasts, and all streaming platforms. Subscribe to the MRCT Center Podcast to see the full library of conversations.


Ethics and Review of Interventional Clinical Research: Part 2

Training

Published on: January 26, 2026

Developed by: MRCT Center, in collaboration with the World Health Organization

Description: Ethics and Review of Interventional Clinical Research: Part 2 is now available on the WHO Academy online learning platform.

Across 3 video-based modules, paired with interactive case studies and activities, learners will gain practical, in-depth guidance on providing ethical oversight of health-related research involving human participants. By the end of the course, learners will be able to explain how a Research Ethics Committee (REC) provides oversight from initial review through study closure; articulate why robust Standard Operating Procedures (SOPs) are essential to REC operations; describe the roles and responsibilities of other stakeholders involved in clinical research oversight; and identify methods to assess and strengthen REC operations.

Long-Term Follow-Up for Gene Therapies: Key Deliverables and the Path Forward 

Video

Presented on: October 22, 2025, at the MRCT Center Annual Symposium

Long-Term Follow-Up (LTFU) studies are critical for understanding the long-term safety and risk/benefit profile of innovative cell and gene therapies. Study participants, patients, treating clinicians, companies, regulators, payers, and society-at-large all derive different value from LTFU studies. However, these studies present unique challenges due to their unprecedented duration. For sponsors, they are challenging and expensive to design, conduct, and operationalize. For patients, LTFU participation can be burdensome in terms of time, expense, and opportunity costs.

In this recorded panel, which was held during the MRCT Center’s Annual Symposium in October 2025, Dr. Carolyn Chapman describes the aims of the Center’s LTFU Working Group, which was launched in September 2024 and benefited from the perspectives of 25 members from outside the Center.  Dr. Chapman also previews the release of the LTFU Toolkit, which was collaboratively developed by the Working Group. The Toolkit offers practical guidance to support best practices for LTFU studies for both investigational and approved gene therapies.

In this session, Dr. Chapman leads a discussion with three distinguished industry leaders on a variety of issues addressed in the LTFU Toolkit. These include integrating decentralized elements to reduce burden, refining endpoint selection, harmonizing data for interoperability across LTFU studies, and minimizing loss to follow-up through participant engagement and clear communication. They also highlight the need for flexibility in LTFU study designs to meet evolving patient needs, and the importance of keeping new and current participants informed about protocol changes and any key findings. Looking ahead, the group calls for ongoing dialogue on data harmonization and sharing, results transparency, and innovative approaches to streamline the collection of long-term safety information.

𝗠𝗼𝗱𝗲𝗿𝗮𝘁𝗼𝗿:
Carolyn Riley Chapman, PhD, MS – Lead Investigator, Brigham and Women’s Hospital; Member of the Faculty, Harvard Medical School

Panelists:

  • Pamela Tenaerts, MD, MBA, Chief Medical Officer, Medable
  • Daniel Kavanagh, PhD, RAC – Senior Scientific Advisor, Gene Therapy, Vaccines, & Biologics, WCG
  • Lara Gehl, Executive Director, Global Trial Management – Bristol Myers Squibb

Webinar: November 4, 2025

Toolkit for Supporting the Design, Conduct, and Reporting of Long-Term Follow-Up Studies for Gene Therapies

Toolkit

Released on: January 23, 2026

Long-term follow-up (LTFU) studies of gene therapy (GT) recipients are crucial for understanding the overall benefit-risk profile of these innovative products. However, LTFU studies are challenging to design, conduct, and execute, and pose significant burdens on both patients and sponsors.

On January 23, 2026, the MRCT Center released version 2.0 of the Toolkit for Supporting the Design, Conduct, and Reporting of Long-Term Follow-Up Studies (CGT), revised and improved based on feedback of a draft that had released for public comment.  

The MRCT Center CGT Toolkit is comprehensive and provides background information, practical resources, and recommendations to support best practices for LTFU studies for both investigational and approved gene therapies—balancing the generation of critical long-term safety and efficacy data with the need to reduce burdens placed on participants, caregivers, sponsors, and investigators. 

Compared to the draft version, the updated Toolkit v2.0 includes two new resources, an Executive Summary and a Patient Resource, which have also been released as standalone versions. Additions included new and/or revised charts, tables, and resources. The Toolkit explores ideas for how LTFU studies could be improved in the future, raising questions that the field should discuss and address.

The Toolkit enables easy navigation to various sections and subsections via multiple clickable, interactive toolbars. The sections are as follows, with the core elements in bold font:

  • Executive Summary (new in v2.0)
  • Introduction and Background
  • Types of LTFU studies for GTs
  • Flowcharts
  • Guiding Principles
  • Considerations and Recommendations for the Design, Conduct, and Reporting of LTFU Studies for GTs
  • Looking Forward
  • Key Design Elements of LTFU Studies for FDA-approved GTs
  • Regulatory Guidance Relating to LTFU of GTs
  • Patient Resource: Long-Term Follow-Up Studies After Gene Therapy (new in v2.0)
  • Compiled Glossary of Scientific LTFU-Related Terminology
  • Easy-to-Understand (Accessible) LTFU-Related Definitions from the MRCT Center’s Clinical Research Glossary
  • Appendices
  • List of Acronyms and Abbreviations Used
  • References Cited

Please email us at mrct@bwh.harvard.edu with any questions or suggestions regarding the Toolkit.



Navigation Highlights

The Toolkit incorporates several interactive features designed to support intuitive navigation and ease of use:

  • Clickable Table of Contents for rapid access to major sections and subsections.
  • Right-hand vertical navigation bar on every page, enabling quick movement between tools within the document.
  • Interactive table of LTFU study types, mirrored by color-coded tabs that remain clickable throughout the associated pages.
  • Secondary navigation bar at the top of each page within the Considerations & Recommendations section. This feature highlights your location within the nine subsections, allows you to jump directly between subsections by clicking the dots, and includes a grey diamond icon that returns you to the full list of subsections.

MRCT Center Annual Symposium: Panel 3 – Cell and Gene Therapies Long-Term Follow-Up (LTFU).
Panelists:
Pamela Tenaerts, MD, MBA, Chief Medical Officer, Medable
Daniel Kavanagh, PhD, RAC – Senior Scientific Advisor, Gene Therapy, Vaccines, & Biologics, WCG
Lara Gehl, Executive Director, Global Trial Management – Bristol Myers Squibb
𝗠𝗼𝗱𝗲𝗿𝗮𝘁𝗼𝗿:
Carolyn Riley Chapman, PhD, MS – Lead Investigator, Brigham and Women’s Hospital; Member of the Faculty, Harvard Medical School

Public Comments submitted to TEHDAS2 on targeted issues related to the European Health Data Space

Public Comment

Comments provided to: TEHDAS2, coordinated by the Finnish Innovation Fund SITRA

Description:The MRCT Center and Vivli co-host an ongoing, invite-only forum focused on the European Health Data Space (EHDS), bringing together stakeholders to track developments and coordinate responses.

The MRCT Center responded to 2 rounds of TEHDAS2 requests for public consultations addressing key operational components of the European Health Data Space (EHDS) in November 2025 and later in June 2026. Topics included: data minimisation, anonymisation and synthetic data; implementation of opt-out mechanisms for secondary use of health data; notification of significant findings; citizen information and transparency; handling research outcomes; international and third-country access to health data; and linkage of health datasets. Across these submissions, the MRCT Center emphasized the importance of balancing transparency, patient trust, scientific utility, privacy protection, and regulatory feasibility while ensuring that EHDS implementation remains workable within the realities of multinational clinical research. The MRCT Center’s comments reflected its longstanding focus on the ethical conduct of global clinical trials and highlighted the need for harmonized standards, clearly defined responsibilities, meaningful public communication, and alignment with existing European and international regulatory frameworks. Collectively, the responses sought to strengthen the practical implementation of EHDS while supporting responsible secondary use of health data for research and innovation.


MRCT Center TEHDAS2 Public Consultation Summaries

TEHDAS2 Draft Guideline on Data Minimisation, Pseudonymisation, Anonymisation, and Synthetic Data

The MRCT Center submitted comments emphasizing the need for greater clarity, harmonization and operational guidance regarding data minimization, pseudonymisation, anonymisation, and synthetic data within the European Health Data Space (EHDS). The MRCT Center noted that while the draft appropriately adopts a risk-based approach, substantial ambiguity remains regarding key definitions, technical standards, governance expectations, and the respective roles of Health Data Access Bodies (HDABs), data holders, and data users. The response highlighted concerns that inconsistent implementation across 27 Member States could undermine both data utility and interoperability, particularly from the perspective of the multinational clinical research ecosystem and involved stakeholders. The MRCT Center recommended the development of standardized methodologies, templates, technical guidance, and risk assessment frameworks to support consistent implementation. Particular attention was devoted to the needs of clinical research, including genomic research, rare diseases, pediatric populations, and multinational clinical trials where aggressive de-identification may compromise scientific validity and data integrity. The MRCT Center also called for stronger guidance on pseudonymization practices, synthetic data validation, cross-border data use, governance and accountability frameworks, and alignment with GDPR, the AI Act, and other applicable European regulatory frameworks.

TEHDAS2 Draft Guideline on Notification of Significant Findings from Secondary Use of Health Data

The MRCT Center submitted comments emphasizing that the proposed framework for notifying individuals of significant findings requires substantially greater conceptual, ethical, legal, and operational clarity before implementation. The MRCT Center identified the absence of a clear and actionable definition of “significant findings” as the most critical issue, noting the need to distinguish between clinically actionable findings, personally significant findings, unvalidated signals, and non-actionable findings derived from secondary-use research. The response highlighted concerns regarding standards of evidence, clinical validation requirements, responsibilities for notification, and the unique challenges posed by large-scale observational, genomic, and AI-enabled research.

The MRCT Center further stressed the need for stronger guidance on governance, accountability, data protection, cross-border implementation, and communication practices. Particular attention was paid to challenges involving data re-identification, interoperability, the right not to know, pediatric and other populations requiring additional supports, and multinational research programs. The Center recommended establishing minimum common European standards for validation communication, timelines, and oversight while developing clear responsibility frameworks for HDABs, data users, data holders, and other stakeholders involved in returning potentially significant findings to individuals.

TEHDAS2 Draft Guideline to Health Data Access Bodies: “How to implement opt-out from secondary use of electronic health data”

The MRCT Center submitted comments emphasizing that implementing the EHDS opt-out framework requires substantially greater harmonization, clearer governance, and stronger technical guidance to avoid unintended consequences for research quality and data usability. The Center supported the guideline’s objective of empowering individuals to exercise meaningful choice regarding secondary use of their health data while noting that excessive variability in national implementation could result in significant data fragmentation, reducing the representativeness and utility of datasets available for research, innovation, and evidence generation. The response highlighted concerns regarding the allocation of responsibilities among Health Data Access Bodies (HDABs) and data holders, as well as unresolved questions surrounding interoperability, enforcement, legal accountability, and the relationship between EHDS opt-out provisions and existing GDPR requirements. The MRCT Center recommended developing common technical standards, governance frameworks, and implementation requirements to support consistent application across Member States. Particular attention was devoted to challenges involving multinational clinical research, cross-border data use, data protection, and the operational management of opt-out decisions throughout the data lifecycle. The Center also called for stronger guidance on citizen engagement, transparency, accessibility, authentication processes, and mechanisms for assessing the impact of opt-out practices on dataset representativeness and scientific validity. The response emphasized the need to balance individual autonomy, privacy protection, public trust, and research utility while ensuring that EHDS implementation remains feasible and interoperable across diverse healthcare and research environments.