Abstract

Traditional drug safety assessment often fails to predict complications in humans, especially when the drug targets the immune system. Here, we show the unprecedented capability of two human Organs-on-Chips to evaluate the safety profile of T-cell bispecific antibodies (TCBs) targeting tumor antigens. Although promising for cancer immunotherapy, TCBs are associated with an on-target, off-tumor risk due to low levels of expression of tumor antigens in healthy tissues. We leveraged in vivo target expression and toxicity data of TCBs targeting folate receptor 1 (FOLR1) or carcinoembryonic antigen (CEA) to design and validate human immunocompetent Organs-on-Chips safety platforms. We discovered that the Lung-Chip and Intestine-Chip could reproduce and predict target-dependent TCB safety liabilities, based on sensitivity to key determinants thereof, such as target expression and antibody affinity. These novel tools broaden the research options available for mechanistic understandings of engineered therapeutic antibodies and assessing safety in tissues susceptible to adverse events.

Data availability

RNA sequencing data have been deposited in the National Center for Biotechnology Information Gene Expression Omnibus (GEO) under accession number GSE175821 and it is currently accessible to reviewers with the token (shihmgyujnanvuh) before its public release on Sep 1st.

The following data sets were generated

Article and author information

Author details

  1. S Jordan Kerns

    Research and Development, Emulate Inc, Boston, United States
    Competing interests
    S Jordan Kerns, Is a current employee of and hold equity interests or options to obtain equity interests in Emulate Inc.Is an inventor on a patent application (P16451EP00/16/912,391) submitted by Hoffmann-LaRoche and Emulate that covers 'Method for Assessing a Compound Interacting with a Target on Epithelial Cells'.
  2. Chaitra Belgur

    Research and Development, Emulate Inc, Boston, United States
    Competing interests
    Chaitra Belgur, Is a former employee of and hold equity interests or options to obtain equity interests in Emulate Inc.Is an inventor on a patent application (P16451EP00/16/912,391) submitted by Hoffmann-LaRoche and Emulate that covers 'Method for Assessing a Compound Interacting with a Target on Epithelial Cells'.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-5670-6166
  3. Debora Petropolis

    Cell Biology and Infection, Emulate Inc, Boston, United States
    Competing interests
    Debora Petropolis, Is a former employee of and hold equity interests or options to obtain equity interests in Emulate Inc.Is an inventor on a patent application (P16451EP00/16/912,391) submitted by Hoffmann-LaRoche and Emulate that covers Method for Assessing a Compound Interacting with a Target on Epithelial Cells,.
  4. Marianne Kanellias

    Research and Development, Emulate Inc, Boston, United States
    Competing interests
    Marianne Kanellias, Is a current or former employee of and hold equity interests or options to obtain equity interests in Emulate Inc..
  5. Riccardo Barrile

    Research and Development, Emulate Inc., Boston, United States
    Competing interests
    Riccardo Barrile, Is a former employee of and hold equity interests or options to obtain equity interests in Emulate Inc.Is an inventor on a patent application (P16451EP00/16/912,391) submitted by Hoffmann-LaRoche and Emulate that covers ,Method for Assessing a Compound Interacting with a Target on Epithelial Cells'.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-7301-3959
  6. Johannes Sam

    Pharmacology, Roche pRED, Schlieren, Switzerland
    Competing interests
    Johannes Sam, Employment, patents and ownership of stock with Roche..
  7. Tina Weinzierl

    Oncology, Roche pRED, Schlieren, Switzerland
    Competing interests
    Tina Weinzierl, Employment, patents and ownership of stock with Roche..
  8. Tanja Fauti

    Oncology, Roche pRED, Schlieren, Switzerland
    Competing interests
    Tanja Fauti, Employment, patents and ownership of stock with Roche..
  9. Anne Freimoser-Grundschober

    Oncology, Roche pRED, Schlieren, Switzerland
    Competing interests
    Anne Freimoser-Grundschober, Employment, patents and ownership of stock with Roche..
  10. Jan Eckmann

    Pharmacology, Roche pRED, Penzberg, Germany
    Competing interests
    Jan Eckmann, Employment, patents and ownership of stock with Roche..
  11. Carina Hage

    Pharmacology, Roche pRED, Penzberg, Germany
    Competing interests
    Carina Hage, Employment and ownership of stock with Roche..
  12. Martina Geiger

    Oncology, Roche pRED, Schlieren, Switzerland
    Competing interests
    Martina Geiger, Employment, patents and ownership of stock with Roche..
  13. Patrick Ray Ng

    Research and Development, Emulate Inc, Boston, United States
    Competing interests
    Patrick Ray Ng, is a former employee of and hold equity interests or options to obtain equity interests in Emulate Inc..
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-4566-9173
  14. William Tien-Street

    Research and Development, Emulate Inc, Boston, United States
    Competing interests
    William Tien-Street, is a current employee of and hold equity interests or options to obtain equity interests in Emulate Inc..
  15. Dimitris V Manatakis

    Research and Development, Emulate Inc, Boston, United States
    Competing interests
    Dimitris V Manatakis, Is a current employee of and hold equity interests or options to obtain equity interests in Emulate Inc..
  16. Virginie Micallef

    Pharmaceutical Sciences, Roche pRED, Basel, Switzerland
    Competing interests
    Virginie Micallef, Employment and ownership of stock with Roche..
  17. Regine Gerard

    Pharmaceutical Sciences, Roche pRED, Basel, Switzerland
    Competing interests
    Regine Gerard, Employment and ownership of stock with Roche..
  18. Michael Bscheider

    Pharmaceutical Sciences, Roche pRED, Basel, Switzerland
    Competing interests
    Michael Bscheider, Employment and ownership of stock with Roche..
  19. Ekaterina Breous-Nystrom

    Pharmaceutical Sciences, Roche pRED, Basel, Switzerland
    Competing interests
    Ekaterina Breous-Nystrom, Employment and ownership of stock with Roche..
  20. Anneliese Schneider

    Pharmaceutical Sciences, Roche pRED, Schlieren, Switzerland
    Competing interests
    Anneliese Schneider, Employment, patents and ownership of stock with Roche..
  21. Anna Maria Giusti

    Pharmaceutical Sciences, Roche pRED, Schlieren, Switzerland
    Competing interests
    Anna Maria Giusti, Employment, patents and ownership of stock with Roche..
  22. Cristina Bertinetti-Lapatki

    Pharmaceutical Sciences, Roche pRED, Basel, Switzerland
    Competing interests
    Cristina Bertinetti-Lapatki, Is an inventor on a patent application (P16451EP00/16/912,391) submitted by Hoffmann-LaRoche and Emulate that covers 'Method for Assessing a Compound Interacting with a Target on Epithelial Cells'. Employment, patents and ownership of stock with Roche..
  23. Heather Shannon Grant

    Research and Development, Emulate Inc., Boston, United States
    Competing interests
    Heather Shannon Grant, Is a former employee of and hold equity interests or options to obtain equity interests in Emulate Inc.Is an inventor on a patent application (P16451EP00/16/912,391) submitted by Hoffmann-LaRoche and Emulate that covers 'Method for Assessing a Compound Interacting with a Target on Epithelial Cells'.
  24. Adrian B Roth

    Pharma Development, Roche pRED, Basel, Switzerland
    Competing interests
    Adrian B Roth, Is an inventor on a patent application (P16451EP00/16/912,391) submitted by Hoffmann-LaRoche and Emulate that covers 'Method for Assessing a Compound Interacting with a Target on Epithelial Cells'. Employment, patents and ownership of stock with Roche..
  25. Geraldine A Hamilton

    Research and Development, Emulate Inc, Boston, United States
    Competing interests
    Geraldine A Hamilton, Is a current or former employee of and hold equity interests or options to obtain equity interests in Emulate Inc.Is an inventor on a patent application (P16451EP00/16/912,391) submitted by Hoffmann-LaRoche and Emulate that covers 'Method for Assessing a Compound Interacting with a Target on Epithelial Cells'.
  26. Thomas Singer

    Pharmaceutical Sciences, Roche pRED, Basel, Switzerland
    Competing interests
    Thomas Singer, Employment, patents and ownership of stock with Roche..
  27. Katia Karalis

    Research and Development, Emulate Inc., Boston, United States
    Competing interests
    Katia Karalis, Is a former employee of and hold equity interests or options to obtain equity interests in Emulate Inc.Is an inventor on a patent application (P16451EP00/16/912,391) submitted by Hoffmann-LaRoche and Emulate that covers 'Method for Assessing a Compound Interacting with a Target on Epithelial Cells'.
  28. Annie Moisan

    Pharmaceutical Sciences, Roche pRED, Basel, Switzerland
    Competing interests
    Annie Moisan, is an inventor on a patent application (P16451EP00/16/912,391) submitted by Hoffmann-LaRoche and Emulate that covers Method for Assessing a Compound Interacting with a Target on Epithelial Cells'..
  29. Peter Bruenker

    Oncology, Roche pRED, Schlieren, Switzerland
    Competing interests
    No competing interests declared.
  30. Christian Klein

    Oncology, Roche pRED, Schlieren, Switzerland
    Competing interests
    Christian Klein, Employment, patents and ownership of stock with Roche..
  31. Marina Bacac

    Oncology, Roche pRED, Schlieren, Switzerland
    Competing interests
    Marina Bacac, Employment, patents and ownership of stock with Roche..
  32. Nikolce Gjorevski

    Pharmaceutical Sciences, Roche pRED, Basel, Switzerland
    For correspondence
    nikolche.gjorevski@roche.com
    Competing interests
    Nikolce Gjorevski, is an inventor on a patent application (P16451EP00/16/912,391) submitted by Hoffmann-LaRoche and Emulate that covers Method for Assessing a Compound Interacting with a Target on Epithelial Cells'. Employment, patents and ownership of stock with Roche..
  33. Lauriane Cabon

    Pharmaceutical Sciences, Roche pRED, Basel, Switzerland
    For correspondence
    lauriane.cabon@roche.com
    Competing interests
    Lauriane Cabon, is an inventor on a patent application (P16451EP00/16/912,391) submitted by Hoffmann-LaRoche and Emulate that covers Method for Assessing a Compound Interacting with a Target on Epithelial Cells'. Employment, patents and ownership of stock with Roche..
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-8472-2227

Funding

The authors declare that there was no funding for this work.

Ethics

Animal experimentation: The animal facility has been accredited by the Association for Assessment and Accreditation of Laboratory Animal Care (AAALAC). All animal studies were performed in accordance with the Federation for Laboratory Animal Science Associations (FELASA). The animal studies were approved by and done under license from the Government of Upper Bavaria (Regierung von Oberbayern; Approval number: Az 55.2.1.54-2532.0-10-16). We have complied with all relevant ethical guidelines and regulations.

Copyright

© 2021, Kerns et al.

This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.

Metrics

  • 6,725
    views
  • 1,104
    downloads
  • 41
    citations

Views, downloads and citations are aggregated across all versions of this paper published by eLife.

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. S Jordan Kerns
  2. Chaitra Belgur
  3. Debora Petropolis
  4. Marianne Kanellias
  5. Riccardo Barrile
  6. Johannes Sam
  7. Tina Weinzierl
  8. Tanja Fauti
  9. Anne Freimoser-Grundschober
  10. Jan Eckmann
  11. Carina Hage
  12. Martina Geiger
  13. Patrick Ray Ng
  14. William Tien-Street
  15. Dimitris V Manatakis
  16. Virginie Micallef
  17. Regine Gerard
  18. Michael Bscheider
  19. Ekaterina Breous-Nystrom
  20. Anneliese Schneider
  21. Anna Maria Giusti
  22. Cristina Bertinetti-Lapatki
  23. Heather Shannon Grant
  24. Adrian B Roth
  25. Geraldine A Hamilton
  26. Thomas Singer
  27. Katia Karalis
  28. Annie Moisan
  29. Peter Bruenker
  30. Christian Klein
  31. Marina Bacac
  32. Nikolce Gjorevski
  33. Lauriane Cabon
(2021)
Human immunocompetent Organ-on-Chip platforms allow safety profiling of tumor-targeted T-cell bispecific antibodies
eLife 10:e67106.
https://doi.org/10.7554/eLife.67106

Share this article

https://doi.org/10.7554/eLife.67106

Further reading

    1. Cancer Biology
    2. Evolutionary Biology
    Susanne Tilk, Judith Frydman ... Dmitri A Petrov
    Research Article

    In asexual populations that don’t undergo recombination, such as cancer, deleterious mutations are expected to accrue readily due to genome-wide linkage between mutations. Despite this mutational load of often thousands of deleterious mutations, many tumors thrive. How tumors survive the damaging consequences of this mutational load is not well understood. Here, we investigate the functional consequences of mutational load in 10,295 human tumors by quantifying their phenotypic response through changes in gene expression. Using a generalized linear mixed model (GLMM), we find that high mutational load tumors up-regulate proteostasis machinery related to the mitigation and prevention of protein misfolding. We replicate these expression responses in cancer cell lines and show that the viability in high mutational load cancer cells is strongly dependent on complexes that degrade and refold proteins. This indicates that the upregulation of proteostasis machinery is causally important for high mutational burden tumors and uncovers new therapeutic vulnerabilities.

    1. Cancer Biology
    2. Cell Biology
    Kourosh Hayatigolkhatmi, Chiara Soriani ... Simona Rodighiero
    Tools and Resources

    Understanding the cell cycle at the single-cell level is crucial for cellular biology and cancer research. While current methods using fluorescent markers have improved the study of adherent cells, non-adherent cells remain challenging. In this study, we addressed this gap by combining a specialized surface to enhance cell attachment, the FUCCI(CA)2 sensor, an automated image analysis pipeline, and a custom machine learning algorithm. This approach enabled precise measurement of cell cycle phase durations in non-adherent cells. This method was validated in acute myeloid leukemia cell lines NB4 and Kasumi-1, which have unique cell cycle characteristics, and we tested the impact of cell cycle-modulating drugs on NB4 cells. Our cell cycle analysis system, which is also compatible with adherent cells, is fully automated and freely available, providing detailed insights from hundreds of cells under various conditions. This report presents a valuable tool for advancing cancer research and drug development by enabling comprehensive, automated cell cycle analysis in both adherent and non-adherent cells.