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The Chain: Protein Engineering Podcast
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The Chain: Protein Engineering Podcast

NewEpisode: 90 - Andrew Bradbury With A Reality Check For AI Antibody DesignNovember 10, 2026 · 34 min
Episodes
93
Released
monthly
Latest episode
Nov 10, 2026

About the podcast

The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up-to-date on the newest advancements and to hear the stories that are impacting the world of biologics.

Episodes 93

  1. Episode: 90 - Andrew Bradbury With A Reality Check For AI Antibody Design

    34 minSeason 2 · Episode 90

    November 10, 2026 | Andrew Bradbury (Specifica) and Ben Hackel (University of Minnesota) pressure-test AI antibody engineering against real measurements on the latest episode of The Chain. They explore where …

  2. Episode: 89 - James E. Crowe, Jr. on AHEAD 100, a New Strategy for Preparing for the Next Pandemic

    47 minSeason 2 · Episode 89

    You can’t forecast the next epidemic with precision, so why do we keep building preparedness plans that depend on guessing? Host Dennis Burton, Ph.D., sits down with Jim Crowe, Jr., M.D., professor and director …

  3. Episode: 88 - Janice Reichert on the Evolution of Antibody Therapeutics

    39 minSeason 2 · Episode 88

    How have antibody trends changed over the decades? Janice Reichert, Ph.D., founder and editor-in-chief of mAbs, joins host Paul Carter, Ph.D., to discuss the evolution of monoclonal antibody therapeutics and …

  4. Episode: 87 - Jack Elands on How Novel ADC Payloads Could Improve Cancer Care

    45 minSeason 2 · Episode 87

    July 14, 2026 | Most ADCs today lean on the same Topo-1 payloads—and resistance is catching up. Jack Elands, Ph.D., founder and CEO of Adcytherix, speaks with host Rakesh Dixit, Ph.D. about what …

  5. Episode: 86 - PANEL DISCUSSION: Near-Term Challenges for ML/AI in Biotherapeutic R&D

    54 minSeason 2 · Episode 86

    At this year’s PEGS Boston, industry experts gathered on a panel to explore how AI and machine learning are deployed in biologics R&D today. Moderated by Peter M. Tessier, Ph.D., Albert M. Mattocks professor of …

  6. Episode: 85 - Daniel Chen on Building Multi-Target Drugs with Logic Gating

    47 minSeason 2 · Episode 85

    May 12, 2026 | When it comes to drug discovery, either you find a rare, clean target and everything clicks, or you spend a decade chasing biology that refuses to cooperate. Daniel Chen, M.D., Ph.D., founder and …

  7. Episode: 84 - Martin Pacesa on BindCraft: An Automated Pipeline for De Novo Protein Binder Design

    39 minSeason 2 · Episode 84

    How is BindCraft, the automated pipeline for de novo protein binder design, changing the protein design industry? Martin Pacesa, assistant professor of pharmacology at the University of Zurich, joins The Chain …

  8. Episode: 83 - Patrick Baeuerle and Jeffrey Miller on T Cell and Immune Cell Engagement

    59 minSeason 2 · Episode 83

    T cell and immune cell engagement is gaining traction, but what makes it different from other therapies? Patrick Baeuerle, Ph.D., chief scientific advisor at Cullinan Therapeutics, and Jeffrey Miller, M.D …

  9. Episode: 82 - PANEL DISCUSSION: Future of Biologic Therapeutics: Will Half-Life Extended Peptides Replace Multispecific Antibodies?

    49 minSeason 2 · Episode 82

    During last year’s PEGS Europe, industry experts gathered on a panel to discuss the future of biologic therapeutics. The panel kicked off with a presentation on 50 years of monoclonals, from hybridomas to …

  10. Episode: 81 - Laszlo Radvanyi on Pushing Boundaries in Cancer Immunotherapy Research

    44 minSeason 2 · Episode 81

    How has immunotherapy evolved in the last decade? In this episode of The Chain, Laszlo Radvanyi, professor of immunology at the University of Toronto, discusses his years-long research on cancer immunotherapy …

  11. Episode: 80 - Vibha Jawa Discusses the Impact of Biologic Molecules and the Future of Immunogenicity

    27 minSeason 2 · Episode 80

    December 13, 2025 | What is next for immunogenicity? In this episode of The Chain, Vibha Jawa, chief scientific officer at EpiVax, provides her thoughts and insights on BiTE molecules, pegylated molecules, and …

  12. Episode: 79 - Conversation with Bahija Jallal on the Biggest Anticipated Transformations and Breakthroughs

    43 minSeason 2 · Episode 79

    November 11, 2025 | What is the next modality to focus on in the next 10 years? For Bahija Jallal, CEO of Immunocore, it would be T-cell engagers. In this episode of The Chain, host Rakesh Dixit speaks with …

  13. Episode: 78 - Shamit Shrivastava on an Interdisciplinary Approach to Antibody Biophysics and Developability

    34 minSeason 2 · Episode 78

    As drug development pushes into more complex antibody formats, the big question is: how do you really assess developability? In this episode, host Nimish Gera speaks with Shamit Shrivastava, Ph.D., founder and …

  14. Episode: 77 - Derek Lowe on AI and the US Biotech Ecosystem

    42 minSeason 2 · Episode 77

    September 16, 2025 | With the rise of AI and automation, what is the core human skill in drug discovery that is and will be valuable in the future? Derek Lowe, director of Chemical Biology Therapeutics at …

  15. Alexey Lugovskoy Shares Decades of Experience in Starting Out and Founding Companies

    47 minSeason 2 · Episode 76

    August 12, 2025 | Diagonal Therapeutics founder and CEO Alexey Lugovskoy discusses the key lessons learned over his illustrious career, starting from his childhood in the Soviet Union to founding his own …

  16. Episode: 75 - Are Licensing Fees Required or Gatekeeping?

    33 minSeason 2 · Episode 75

    July 15, 2025 | Are licensing fees required or gatekeeping? In this episode of The Chain, host Nimish Gera, vice president of Biologics at Mythic Therapeutics, and Ian Wilkinson, CEO of Gamma Proteins, discuss …

  17. Episode: 74 - Keith Flaherty, President-Elect of AACR, on Public and Private Collabs, AI Optimism, and More

    47 minSeason 2 · Episode 74

    June 10, 2025 | In this bonus episode of The Chain, Daniel Chen, MD, PhD, founder and CEO of Synthetic Design Lab, returns for the Science Commune segment and speaks with Keith Flaherty, MD, FAACR, professor of …

    Show notes

    June 10, 2025 | In this bonus episode of The Chain, Daniel Chen, MD, PhD, founder and CEO of Synthetic Design Lab, returns for the Science Commune segment and speaks with Keith Flaherty, MD, FAACR, professor of Medicine of Harvard Medical School and president-elect of AACR. They discuss Flaherty’s prolific career; how his background led him to pursue a career in medicine; how public and private sectors are coming together in oncology around collaborations; reflections on targeted therapies and technologies; optimism around how AI will impact society and the future of medicine positively; and how we need to detect and treat disease early.

    Links from this episode:

    PEGS Boston Conference & Expo

    Engineering Bispecific Antibodies

    Synthetic Design Lab

    Harvard Medical School

    AACR

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

  18. Episode: 73 - PANEL DISCUSSION: Near-Term Challenges for AI/ML in Biotherapeutic R&D

    1 h 1 minSeason 2 · Episode 73

    June 10, 2025 | This episode of The Chain features a panel discussion from May’s PEGS Boston. Moderated by Peter Tessier, Albert M. Mattocks professor of Pharmaceutical Sciences and Chemical Engineering at the …

    Show notes

    June 10, 2025 | This episode of The Chain features a panel discussion from May’s PEGS Boston. Moderated by Peter Tessier, Albert M. Mattocks professor of Pharmaceutical Sciences and Chemical Engineering at the University of Michigan, the panelists include Sarel Fleishman, professor of Biomolecular Sciences at the Weizmann Institute of Science; Kadina Johnston, senior specialist of Discovery Biologics at Merck & Co.; Vincent Ling, chief business officer of Morphocell Technologies; Arvind Rajpal, SVP of Xaira; and Max Vasquez, chief computing officer of Adimab. Together they discuss benchmarking AI/ML methods compared to traditional approaches, development of human-relevant training data, identifying and addressing core challenges in de novo designs, and more.


    Links from this episode:

    PEGS Boston Conference & Expo

    Engineering Bispecific Antibodies

    University of Michigan

    University of Michigan Chemical Engineering

    Weizmann Institute of Science

    Scala Biodesign

    Merck & Co., Inc.

    Morphocell Technologies

    Bill & Melinda Gates Foundation

    Xaira

    Adimab LLC

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

  19. Episode: 72 - Pamela Barney on HR Lessons to Meet the Needs of Biotech

    35 minSeason 2 · Episode 72

    In this episode of The Chain, host Tariq Ghayur, PhD, Tariq Ghayur Consulting, LLC, talks with Pamela Barney, former associate director of HR, AbbVie, about her career within biotech/pharma organizations and …

    Show notes

    In this episode of The Chain, host Tariq Ghayur, PhD, Tariq Ghayur Consulting, LLC, talks with Pamela Barney, former associate director of HR, AbbVie, about her career within biotech/pharma organizations and some key lessons learned, such as taking advantage of your contacts and network, managing diverse workforces, and HR’s role in creating an engaged team. Barney also discusses why she entered the HR field and the challenges of culture changes when transitioning from a small organization to a large company.

    AbbVie: https://www.abbvie.com/

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

  20. PEGS Young Scientist Keynote Jessica Stark on the Role of Glycans in Cancer Research

    29 minSeason 2 · Episode 71

    In this episode of The Chain, host Brandon DeKosky, associate professor, speaks with MIT colleague Jessica Stark, Underwood-Prescott career development professor, about glycans and why they are important in …

    Show notes

    In this episode of The Chain, host Brandon DeKosky, associate professor, speaks with MIT colleague Jessica Stark, Underwood-Prescott career development professor, about glycans and why they are important in cancer research. Stark discusses how she became interested in immunology, what her PhD and post-doctoral training was like, her thoughts on singlets operating as part of a network of checkpoint molecules, and what’s currently going on in glycobiology. She also talks about her keynote presentation at PEGS 2025 and what her new lab is working on.

    LINKS:
    MIT Department of Chemical Engineering
    MIT Department of Biological Engineering
    MIT

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

  21. Episode: 70 - Views on Machine Learning and AI in the Antibody and Protein Engineering Space

    50 minSeason 2 · Episode 70

    March 11, 2025 | In this episode of The Chain, host Andrew Buchanan, principal scientist at AstraZeneca, and Andreas Plückthun, professor and head of biochemistry at the University of Zurich, discuss AI/ML …

    Show notes

    March 11, 2025 | In this episode of The Chain, host Andrew Buchanan, principal scientist at AstraZeneca, and Andreas Plückthun, professor and head of biochemistry at the University of Zurich, discuss AI/ML technologies in the antibody and protein engineering space. Plückthun shares his perspectives on what technologies show promise and success, why the definition of epitope is important when developing a drug, and what aspects he expects to improve in the ML field in the future.

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

  22. Episode: 69 - Conversation with Sir Greg Winter on the 50th Anniversary of the Milstein and Köhler Paper

    51 minSeason 2 · Episode 69

    February 21, 2025 | This episode marks the 50th anniversary of one of the most influential papers in biomedical science—the 1975 Milstein and Köhler paper on hybridoma technology, which paved the way for …

    Show notes

    February 21, 2025 | This episode marks the 50th anniversary of one of the most influential papers in biomedical science—the 1975 Milstein and Köhler paper on hybridoma technology, which paved the way for monoclonal antibodies. Ralph Minter, Biotech CSO/CTO, discusses this important milestone with a true pioneer in the field, Sir Greg Winter, Nobel Laureate and one of the key figures in the development of therapeutic antibodies.

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

  23. Episode: 68 - Changing the Game of Protein-Protein Interactions With Randolph Lopez

    46 minSeason 3 · Episode 68

    In this episode of The Chain, host Andrew Bradbury, CSO of Specifica, an IQVIA business, speaks with Randolph Lopez, CTO and co-founder of A-Alpha Bio, about how A-Alpha Bio is changing the game of …

    Show notes

    In this episode of The Chain, host Andrew Bradbury, CSO of Specifica, an IQVIA business, speaks with Randolph Lopez, CTO and co-founder of A-Alpha Bio, about how A-Alpha Bio is changing the game of protein-protein interactions with their platform AlphaSeq. Lopez delves into the origins, the process, the successes, and the possibilities of the company’s platform and how it can help with epitope mapping, affinity predictions, and off-target binding. With the data the platform generates, Lopez also discusses how this affects the potential of AI and ML.

    LINKS:
    Bionavigen
    A-Alpha Bio
    Specifica

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

  24. Episode: 67 - Anthony Tolcher Discusses Oncology, Dual-Payload Technology, and the ADC Field

    43 minSeason 3 · Episode 67

    November 12, 2024 | In this episode of The Chain, host Rakesh Dixit, PhD, DABT, president and founder of Bionavigen Oncology and Regio Biosciences, speaks with Anthony Tolcher, M.D., FRCPC, cofounder of NEXT …

    Show notes

    November 12, 2024 | In this episode of The Chain, host Rakesh Dixit, PhD, DABT, president and founder of Bionavigen Oncology and Regio Biosciences, speaks with Anthony Tolcher, M.D., FRCPC, cofounder of NEXT Oncology, about antibody drug conjugates (ADCs) including the role of the bystander effect, approaching targets in oncology, dual-payload technologies, the potency of new payloads, and bispecific targeting. Tolcher also shares what inspired him to pursue oncology, how he came across ADCs, and where he sees ADCs heading in the future.

    LINKS:
    Bionavigen
    NEXT Oncology

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

  25. Episode: 66 - John Lambert on Antibody Drug Conjugates Then, Now, & Beyond

    40 minSeason 3 · Episode 66

    October 15, 2024 | In this month’s episode of The Chain, host Rakesh Dixit, PhD, DABT, president and founder of Bionavigen Oncology and Regio Biosciences, and John Lambert, PhD, consultant, about antibody drug …

    Show notes

    October 15, 2024 | In this month’s episode of The Chain, host Rakesh Dixit, PhD, DABT, president and founder of Bionavigen Oncology and Regio Biosciences, and John Lambert, PhD, consultant, about antibody drug conjugates (ADCs) then, now, and beyond. Lambert shares his experiences from his decades-long career at ImmunoGen, why ADCs are more successful now compared to in the past, and where he sees ADCs going forward. He also discusses his thoughts on the half-life of diffusible payloads, the toxicity of the bystander effect, and more.

    LINKS:
    Bionavigen
    ImmunoGen

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

  26. Episode 65- Tariq Ghayur on the Renaissance of Bispecifics and ADCs, AI, and More

    32 minSeason 3 · Episode 65

    September 10, 2024 | In this episode of The Chain, host Nimish Gera speaks with Tariq Ghayur, of Tariq Ghayur Consulting, LLC and Entrepreneur in Residence, FairJourney Biologics (and a fellow host of the …

    Show notes

    September 10, 2024 | In this episode of The Chain, host Nimish Gera speaks with Tariq Ghayur, of Tariq Ghayur Consulting, LLC and Entrepreneur in Residence, FairJourney Biologics (and a fellow host of the podcast), about the current renaissance of bispecifics and ADCs, the impact of AI in pharmaceuticals, and what to watch out for in the biopharma space in the next few years. Ghayur also shares his journey from BASF Pharma to AbbVie, what it was like when the industry shifted its focus from small molecules to biologics, and the major differences between doing a postdoc in academia versus in the industry.

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

  27. Episode: 64 - Peyton Greenside on AI’s Role in Antibody Engineering, Optimization, and More

    33 minSeason 3 · Episode 64

    In this episode of The Chain, host Nimish Gera, Ph.D., vice president of biologics at Mythic Therapeutics, speaks with Peyton Greenside, CSO and co-founder of BigHat Biosciences, about the role of AI and …

    Show notes

    In this episode of The Chain, host Nimish Gera, Ph.D., vice president of biologics at Mythic Therapeutics, speaks with Peyton Greenside, CSO and co-founder of BigHat Biosciences, about the role of AI and machine learning in antibody engineering and targeting complex modalities, including bispecifics and ADCs. Greenside also discusses the work her organization does, what BigHat is doing to ensure the quality of data to train their AI models with, the methods of approaching harder targets such as GPCRs, and certain properties that AI can optimize better.

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

  28. Episode: 63 - Discussing Protein Signaling and Structural Biology With Andrew Kruse

    38 minSeason 3 · Episode 63

    In this episode of The Chain, host Brandon DeKosky, associate professor at MIT, speaks with Andrew Kruse, PhD, professor of biological chemistry and molecular pharmacology at Harvard University, about protein …

    Show notes

    In this episode of The Chain, host Brandon DeKosky, associate professor at MIT, speaks with Andrew Kruse, PhD, professor of biological chemistry and molecular pharmacology at Harvard University, about protein signaling and structural biology. Kruse explains what exactly bias signaling is and discusses the problems he and his team are working to resolve, as well as the tools they use to work out the dynamics of structures. He also shares the findings in signaling receptors and biology that he’s most excited about, recent advancements that have caught his attention, and the new directions for him and his lab.

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

  29. Episode: 62 - AI/ML in Antibody Discovery and Engineering: Reality, Hope, Future, and Hype

    1 h 4 minSeason 3 · Episode 62

    his special episode of The Chain features a panel of industry experts who discussed AI and ML in antibody discovery and engineering at this year’s PEGS Boston event. Peter Tessier, professor at the University …

    Show notes

    his special episode of The Chain features a panel of industry experts who discussed AI and ML in antibody discovery and engineering at this year’s PEGS Boston event. Peter Tessier, professor at the University of Michigan; Andrew Bradbury, CSO at Specifica; Andrew Waight, Senior Director of Machine Learning, Discovery Biologics & Protein Sciences at Merck Research Labs; Peyton Greenside, Co-Founder & CSO of BigHat Biosciences; and Paolo Marcatili, Director of Antibody Design at Novo Nordisk take on where AI/ML has the biggest impact, what the hype is in the use of AI/ML in antibody discovery, how new AI/ML methods are being benchmarked against traditional discovery methods, and what controls should be used in an AI/ML discovery or optimization campaign.

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

  30. Episode: 61 - Tomoyuki Igawa Discusses Leadership and His Experiences in Discovery and Development

    55 minSeason 3 · Episode 61

    In this episode of The Chain, host Tariq Ghayur, PhD, consultant and entrepreneur in residence, FairJourney Biologics, speaks with Tomoyuki Igawa, PhD, chief executive officer, Chugai Pharmabody Research in …

    Show notes

    In this episode of The Chain, host Tariq Ghayur, PhD, consultant and entrepreneur in residence, FairJourney Biologics, speaks with Tomoyuki Igawa, PhD, chief executive officer, Chugai Pharmabody Research in Singapore, about his 20+ years of experience in drug discovery and development. Igawa possesses a unique perspective that has allowed him and his team to develop innovative concepts, such as recycling sweeping antibodies and bispecific platforms. He discusses how the discovery and development organizations work together to provide a steady supply of products, how he builds the right team when starting a new project, and how to keep team members engaged and motivated. He also offers advice for young scientists on the importance of enjoying their work and how to maintain work-life balance.

    The Chain explores the lives, careers, research, and discoveries of protein engineers and scientists, the impact their work is having on the field, and where the industry is headed. Tune in to stay up to date on the newest advancements and to hear the stories that are impacting the world of biologics.

These are the latest 40 of 93 episodes. You’ll find older episodes in the podcast’s feed.

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