About the Authors

Ekta Makhija

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

emakhija@gmail.com (EM); poon.zhi.yong@sgh.com.sg (ZP); krystyn@mit.edu (KJVV)

Affiliation Critical Analytics for Manufacturing Personalized-medicine (CAMP) Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology (SMART), Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore

Yang Zheng

Roles Conceptualization, Investigation, Methodology, Writing – original draft, Writing – review & editing

Affiliations Critical Analytics for Manufacturing Personalized-medicine (CAMP) Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology (SMART), Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore, NUS Tissue Engineering Programme, Life Sciences Institute, National University of Singapore, Singapore, Singapore, Department of Orthopaedic Surgery, National University of Singapore, Singapore, Singapore

Jiahao Wang

Roles Investigation, Methodology, Software, Writing – original draft

Affiliation Mechanobiology Institute, National University of Singapore, Singapore, Singapore

Han Ren Leong

Roles Investigation

Affiliations Critical Analytics for Manufacturing Personalized-medicine (CAMP) Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology (SMART), Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore, Engineering Science Programme, College of Design and Engineering, National University of Singapore, Singapore, Singapore

Rashidah Binte Othman

Roles Investigation, Writing – original draft

Affiliation Critical Analytics for Manufacturing Personalized-medicine (CAMP) Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology (SMART), Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore

Ee Xien Ng

Roles Investigation

Affiliation Critical Analytics for Manufacturing Personalized-medicine (CAMP) Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology (SMART), Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore

Eng Hin Lee

Roles Conceptualization

Affiliations Critical Analytics for Manufacturing Personalized-medicine (CAMP) Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology (SMART), Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore, NUS Tissue Engineering Programme, Life Sciences Institute, National University of Singapore, Singapore, Singapore, Department of Orthopaedic Surgery, National University of Singapore, Singapore, Singapore

Lisa Tucker Kellogg

Roles Conceptualization, Writing – review & editing

Affiliations Critical Analytics for Manufacturing Personalized-medicine (CAMP) Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology (SMART), Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore, Cancer and Stem Cell Biology, Duke-NUS Medical School, Singapore, Singapore

Yie Hou Lee

Roles Conceptualization, Writing – review & editing

Affiliations Critical Analytics for Manufacturing Personalized-medicine (CAMP) Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology (SMART), Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore, Obstetrics and Gynaecology Academic Clinical Programme, SingHealth Duke-NUS, Singapore, Singapore, SingHealth Duke-NUS Cell Therapy Centre, Singapore, Singapore

Hanry Yu

Roles Conceptualization

Affiliations Critical Analytics for Manufacturing Personalized-medicine (CAMP) Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology (SMART), Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore, Mechanobiology Institute, National University of Singapore, Singapore, Singapore, Department of Physiology, National University of Singapore, Singapore, Singapore, Institute of Bioengineering and Bioimaging, Agency for Science, Technology and Research, Singapore, Singapore

Zhiyong Poon

Roles Conceptualization, Supervision, Writing – review & editing

emakhija@gmail.com (EM); poon.zhi.yong@sgh.com.sg (ZP); krystyn@mit.edu (KJVV)

Affiliations Critical Analytics for Manufacturing Personalized-medicine (CAMP) Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology (SMART), Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore, SingHealth Duke-NUS Cell Therapy Centre, Singapore, Singapore, Department of Haematology, Singapore General Hospital, Singapore, Singapore

Krystyn J. Van Vliet

Roles Conceptualization, Supervision, Writing – review & editing

emakhija@gmail.com (EM); poon.zhi.yong@sgh.com.sg (ZP); krystyn@mit.edu (KJVV)

Affiliations Critical Analytics for Manufacturing Personalized-medicine (CAMP) Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology (SMART), Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore, Department of Materials Science and Engineering, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States of America

Competing Interests

The authors have declared that no competing interests exist.