About the Authors

Bingjie Li

Contributed equally to this work with: Bingjie Li, Marissa L. Kamarck, Qianqian Peng

Roles Data curation, Formal analysis, Investigation, Visualization, Writing – review & editing

Affiliations CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China, Department of Skin and Cosmetics Research, Shanghai Skin Disease Hospital, School of Medicine, Tongji University, Shanghai, China

Marissa L. Kamarck

Contributed equally to this work with: Bingjie Li, Marissa L. Kamarck, Qianqian Peng

Roles Data curation, Formal analysis, Investigation, Visualization, Writing – original draft, Writing – review & editing

Affiliations Monell Chemical Senses Center, Philadelphia, Pennsylvania, United States of America, Department of Neuroscience, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

Qianqian Peng

Contributed equally to this work with: Bingjie Li, Marissa L. Kamarck, Qianqian Peng

Roles Formal analysis, Funding acquisition, Investigation, Visualization, Writing – review & editing

Affiliation CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China

Fei-Ling Lim

Roles Conceptualization, Writing – review & editing

Affiliation Unilever Research & Development, Colworth, United Kingdom

Andreas Keller

Roles Conceptualization, Funding acquisition, Writing – review & editing

Affiliation Laboratory of Neurogenetics and Behavior, The Rockefeller University, New York, New York State, United States of America

Monique A. M. Smeets

Roles Conceptualization, Resources, Writing – review & editing

Affiliation Unilever Research & Development, Rotterdam, The Netherlands

Joel D. Mainland

Roles Conceptualization, Funding acquisition, Resources, Writing – review & editing

wangsijia@picb.ac.cn (SW); jmainland@monell.org (JDM)

Affiliations Monell Chemical Senses Center, Philadelphia, Pennsylvania, United States of America, Department of Neuroscience, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

Sijia Wang

Roles Conceptualization, Funding acquisition, Resources, Writing – review & editing

wangsijia@picb.ac.cn (SW); jmainland@monell.org (JDM)

Affiliations CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China, Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, China

Competing Interests

I have read the journal’s policy and the authors of this manuscript have the following competing interests: The study was funded in part by Unilever R&D (the Netherlands). M.A.M.S. and F.-L.L. are employees of Unilever. The other authors declare that they have no competing interests.