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FALCON systematically interrogates free fatty acid biology and identifies a novel mediator of lipotoxicity

Nicolas Wieder, View ORCID ProfileJuliana Coraor Fried, View ORCID ProfileChoah Kim, View ORCID ProfileEriene-Heidi Sidhom, Matthew R. Brown, View ORCID ProfileJamie L. Marshall, View ORCID ProfileCarlos Arevalo, View ORCID ProfileMoran Dvela-Levitt, Maria Kost-Alimova, View ORCID ProfileJonas Sieber, Katlyn R. Gabriel, Julian Pacheco, View ORCID ProfileClary Clish, Hamdah Shafqat Abbasi, Shantanu Singh, Justine Rutter, View ORCID ProfileMartine Therrien, View ORCID ProfileHaejin Yoon, View ORCID ProfileZon Weng Lai, Aaron Baublis, Renuka Subramanian, Ranjan Devkota, View ORCID ProfileJonnell Small, Vedagopuram Sreekanth, Myeonghoon Han, View ORCID ProfileDonghyun Lim, Anne E. Carpenter, Jason Flannick, Hilary Finucane, Marcia C. Haigis, View ORCID ProfileMelina Claussnitzer, Eric Sheu, Beth Stevens, Bridget K. Wagner, Amit Choudhary, View ORCID ProfileJillian L. Shaw, Juan Lorenzo Pablo, View ORCID ProfileAnna Greka
doi: https://doi.org/10.1101/2023.02.19.529127
Nicolas Wieder
1Broad Institute of MIT and Harvard, Cambridge, USA.
2Department of Medicine, Brigham and Women’s Hospital, Boston USA.
3Harvard Medical School, Boston, USA.
4Department of Neurology with Experimental Neurology, Charité, Berlin, Germany.
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Juliana Coraor Fried
1Broad Institute of MIT and Harvard, Cambridge, USA.
2Department of Medicine, Brigham and Women’s Hospital, Boston USA.
3Harvard Medical School, Boston, USA.
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  • ORCID record for Juliana Coraor Fried
Choah Kim
1Broad Institute of MIT and Harvard, Cambridge, USA.
2Department of Medicine, Brigham and Women’s Hospital, Boston USA.
3Harvard Medical School, Boston, USA.
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Eriene-Heidi Sidhom
1Broad Institute of MIT and Harvard, Cambridge, USA.
2Department of Medicine, Brigham and Women’s Hospital, Boston USA.
3Harvard Medical School, Boston, USA.
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Matthew R. Brown
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Jamie L. Marshall
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Carlos Arevalo
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Moran Dvela-Levitt
1Broad Institute of MIT and Harvard, Cambridge, USA.
2Department of Medicine, Brigham and Women’s Hospital, Boston USA.
3Harvard Medical School, Boston, USA.
5The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat- Gan, Israel.
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Maria Kost-Alimova
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Jonas Sieber
6Department of Endocrinology, Metabolism and Cardiovascular Systems, University of Fribourg, Fribourg, Switzerland
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Katlyn R. Gabriel
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Julian Pacheco
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Clary Clish
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Hamdah Shafqat Abbasi
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Shantanu Singh
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Justine Rutter
1Broad Institute of MIT and Harvard, Cambridge, USA.
3Harvard Medical School, Boston, USA.
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Martine Therrien
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Haejin Yoon
7Department of Cell Biology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
8Ludwig Center for Cancer Research at Harvard, Boston, MA 02115, USA.
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Zon Weng Lai
9Harvard Chan Advanced Multiomics Platform, Harvard T.H. Chan School of Public Health, Boston MA 02115 USA
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Aaron Baublis
9Harvard Chan Advanced Multiomics Platform, Harvard T.H. Chan School of Public Health, Boston MA 02115 USA
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Renuka Subramanian
10Laboratory for Surgical and Metabolic Research, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA.
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Ranjan Devkota
1Broad Institute of MIT and Harvard, Cambridge, USA.
11Chemical Biology and Therapeutics Science, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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Jonnell Small
1Broad Institute of MIT and Harvard, Cambridge, USA.
3Harvard Medical School, Boston, USA.
11Chemical Biology and Therapeutics Science, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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Vedagopuram Sreekanth
1Broad Institute of MIT and Harvard, Cambridge, USA.
12Divisions of Renal Medicine and Engineering, Brigham and Women’s Hospital, Boston, MA, USA.
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Myeonghoon Han
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Donghyun Lim
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Anne E. Carpenter
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Jason Flannick
1Broad Institute of MIT and Harvard, Cambridge, USA.
3Harvard Medical School, Boston, USA.
13Division of Genetics and Genomics, Boston Children’s Hospital, Boston, MA, USA
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Hilary Finucane
1Broad Institute of MIT and Harvard, Cambridge, USA.
14Analytic and Translational Genetics Unit, Mass General Hospital, Boston, MA, USA
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Marcia C. Haigis
1Broad Institute of MIT and Harvard, Cambridge, USA.
7Department of Cell Biology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
8Ludwig Center for Cancer Research at Harvard, Boston, MA 02115, USA.
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Melina Claussnitzer
1Broad Institute of MIT and Harvard, Cambridge, USA.
3Harvard Medical School, Boston, USA.
15Metabolism Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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Eric Sheu
10Laboratory for Surgical and Metabolic Research, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA.
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Beth Stevens
1Broad Institute of MIT and Harvard, Cambridge, USA.
3Harvard Medical School, Boston, USA.
16Boston Children’s Hospital, F.M. Kirby Neurobiology Center, Boston, MA, USA.
17Howard Hughes Medical Institute, Boston, MA, USA.
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Bridget K. Wagner
1Broad Institute of MIT and Harvard, Cambridge, USA.
11Chemical Biology and Therapeutics Science, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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Amit Choudhary
1Broad Institute of MIT and Harvard, Cambridge, USA.
3Harvard Medical School, Boston, USA.
11Chemical Biology and Therapeutics Science, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
12Divisions of Renal Medicine and Engineering, Brigham and Women’s Hospital, Boston, MA, USA.
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Jillian L. Shaw
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Juan Lorenzo Pablo
1Broad Institute of MIT and Harvard, Cambridge, USA.
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Anna Greka
1Broad Institute of MIT and Harvard, Cambridge, USA.
2Department of Medicine, Brigham and Women’s Hospital, Boston USA.
3Harvard Medical School, Boston, USA.
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  • For correspondence: agreka@broadinstitute.org agreka@bwh.harvard.edu
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Summary

Cellular exposure to free fatty acids (FFA) is implicated in the pathogenesis of obesity-associated diseases. However, studies to date have assumed that a few select FFAs are representative of broad structural categories, and there are no scalable approaches to comprehensively assess the biological processes induced by exposure to diverse FFAs circulating in human plasma. Furthermore, assessing how these FFA- mediated processes interact with genetic risk for disease remains elusive. Here we report the design and implementation of FALCON (Fatty Acid Library for Comprehensive ONtologies) as an unbiased, scalable and multimodal interrogation of 61 structurally diverse FFAs. We identified a subset of lipotoxic monounsaturated fatty acids (MUFAs) with a distinct lipidomic profile associated with decreased membrane fluidity. Furthermore, we developed a new approach to prioritize genes that reflect the combined effects of exposure to harmful FFAs and genetic risk for type 2 diabetes (T2D). Importantly, we found that c-MAF inducing protein (CMIP) protects cells from exposure to FFAs by modulating Akt signaling and we validated the role of CMIP in human pancreatic beta cells. In sum, FALCON empowers the study of fundamental FFA biology and offers an integrative approach to identify much needed targets for diverse diseases associated with disordered FFA metabolism.

Highlights

  • FALCON (Fatty Acid Library for Comprehensive ONtologies) enables multimodal profiling of 61 free fatty acids (FFAs) to reveal 5 FFA clusters with distinct biological effects

  • FALCON is applicable to many and diverse cell types

  • A subset of monounsaturated FAs (MUFAs) equally or more toxic than canonical lipotoxic saturated FAs (SFAs) leads to decreased membrane fluidity

  • New approach prioritizes genes that represent the combined effects of environmental (FFA) exposure and genetic risk for disease

  • C-Maf inducing protein (CMIP) is identified as a suppressor of FFA-induced lipotoxicity via Akt-mediated signaling

Competing Interest Statement

NW, JCF and AG are co-inventors of a patent on the composition, method and use for FFA screening, application No.: 52199-550P01US. A.G. serves as a founding advisor to a new company launched by Atlas Ventures, an agreement reviewed and managed by Brigham and Women's Hospital, Mass General Brigham, and the Broad Institute of MIT and Harvard in accordance with their conflict of interest policies.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted February 20, 2023.
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FALCON systematically interrogates free fatty acid biology and identifies a novel mediator of lipotoxicity
Nicolas Wieder, Juliana Coraor Fried, Choah Kim, Eriene-Heidi Sidhom, Matthew R. Brown, Jamie L. Marshall, Carlos Arevalo, Moran Dvela-Levitt, Maria Kost-Alimova, Jonas Sieber, Katlyn R. Gabriel, Julian Pacheco, Clary Clish, Hamdah Shafqat Abbasi, Shantanu Singh, Justine Rutter, Martine Therrien, Haejin Yoon, Zon Weng Lai, Aaron Baublis, Renuka Subramanian, Ranjan Devkota, Jonnell Small, Vedagopuram Sreekanth, Myeonghoon Han, Donghyun Lim, Anne E. Carpenter, Jason Flannick, Hilary Finucane, Marcia C. Haigis, Melina Claussnitzer, Eric Sheu, Beth Stevens, Bridget K. Wagner, Amit Choudhary, Jillian L. Shaw, Juan Lorenzo Pablo, Anna Greka
bioRxiv 2023.02.19.529127; doi: https://doi.org/10.1101/2023.02.19.529127
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FALCON systematically interrogates free fatty acid biology and identifies a novel mediator of lipotoxicity
Nicolas Wieder, Juliana Coraor Fried, Choah Kim, Eriene-Heidi Sidhom, Matthew R. Brown, Jamie L. Marshall, Carlos Arevalo, Moran Dvela-Levitt, Maria Kost-Alimova, Jonas Sieber, Katlyn R. Gabriel, Julian Pacheco, Clary Clish, Hamdah Shafqat Abbasi, Shantanu Singh, Justine Rutter, Martine Therrien, Haejin Yoon, Zon Weng Lai, Aaron Baublis, Renuka Subramanian, Ranjan Devkota, Jonnell Small, Vedagopuram Sreekanth, Myeonghoon Han, Donghyun Lim, Anne E. Carpenter, Jason Flannick, Hilary Finucane, Marcia C. Haigis, Melina Claussnitzer, Eric Sheu, Beth Stevens, Bridget K. Wagner, Amit Choudhary, Jillian L. Shaw, Juan Lorenzo Pablo, Anna Greka
bioRxiv 2023.02.19.529127; doi: https://doi.org/10.1101/2023.02.19.529127

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