A Long and Winding Road: Culture Change on Data Sharing in Exposomics.
Abstract
Data sharing requires cooperation from data generators (e.g., epidemiologists, lab investigators) and data users (e.g., epidemiologists, biostatisticians, computer scientists). Data generation and data use require significant but different skill sets and are separated temporally in many cases. Sharing will require maintaining a history of data generation and a system to address the concerns of data generators around credit for conducting rigorous work (e.g., authorship). Sharing also requires addressing the needs of data users to facilitate harmonization, searchability and QA/QC of data. We present these issues from the perspectives of data generators and data users and include the special case of real-world data (e.g., electronic health records). We conclude with recommendations to address how to better promote data sharing through authorship, cost recovery and addressing ethical issues.
Author List
Members of the Exposomics Consortium*
The Exposomics Consortium consists of participants in the NIEHS Catalytic Workshop Series on the Exposome. Members were required to opt-in to the roster below.
| Name | Institution | Country |
|---|---|---|
| States, J Christopher (Ph.D.) | University of Louisville | United States |
| Soares, Lissa () | State University of New York at Stony Brook | United States |
| Costello, Elizabeth () | University of Southern California | United States |
| Akhtari, Farida (Ph.D.) | NIEHS | United States |
| Adebamowo, Clement (Prof.) | University of Maryland at Baltimore | United States |
| Soliman, Ghada (Ph.D.) | City University of New York, Graduate School and University Center | United States |
| Penning, Trevor (Ph.D.) | University of Pennsylvania | United States |
| Zhang, Kai (Ph.D.) | University at Albany | United States |
| Chung, MIng Kei (Ph.D.) | Chinese University of Hong Kong | Hong Kong |
| Peluso, Alina () | DOE | United States |
| Pierce, Brandon () | University of Chicago | United States |
| Akhtari, Farida (Ph.D.) | NIEHS | United States |
| Calafat, Antonia () | CDC | United States |
| Gaulke, Christopher (Ph.D.) | University of Illinois at Urbana-Champaign | United States |
| Ruden, Douglas (Ph.D.) | Wayne State University | United States |
| Chao, Mu-Rong (Prof.) | Chung Shan Medical University | Taiwan |
| Luo, Jiajun (Ph.D.) | University of Chicago | United States |
| Liao, Jiawen (Ph.D.) | University of Southern California | United States |
| Liang, Donghai (Ph.D.) | Emory University | United States |
| Zhao, Neil () | University of Michigan - Ann Arbor | United States |
| Lai, Yunjia (Ph.D.) | Columbia University | United States |
| Chatziioannou, Anastasia Chrysovalantou (Ph.D.) | University of Crete | Greece |
| Berger, Kimberly (Ph.D.) | Sequoia Foundation | United States |
| Gullapalli, Rama (M.D.,Ph.D.) | University of New Mexico | United States |
| Shahriar, Mohammad (M.D.) | University of Chicago | United States |
| Cai, Lu (M.D.,Ph.D.) | University of Louisville | United States |
| Clark, Robert (Ph.D.) | RTI International | United States |
| James, Peter (Sc.D.) | Harvard University | United States |
| Rushing, Blake (Ph.D.) | University of North Carolina at Chapel Hill | United States |
| Dierickx, Erin (Ms.) | University of Connecticut | United States |
| Schüssler-Fiorenza Rose, Sophia Miryam (M.D.,Ph.D.) | Standford University | United States |
| Arunachalam, Saravanan (Prof.) | University of North Carolina at Chapel Hill | United States |
| Grafanaki, Katerina (M.D.,Ph.D.) | University of Patras | Greece |
| LaSalle, Janine (Ph.D.) | University of California, Davis | United States |
| Vijayakumar , Nisha () | University of South Florida | United States |
| House, John (M.D.,Ph.D.) | NIEHS | United States |
| Pan, Shudi () | University of Southern California | United States |
| Habre, Rima (Sc.D.) | University of Southern California | United States |
| Stingone, Jeanette () | Columbia University | United States |
| Wu, Lang (Prof.) | University of Hawaii - Manoa | United States |
| Cui, Yuxia (Ph.D.) | NIEHS | United States |
| Dolinoy, Dana (Ph.D.) | University of Michigan - Ann Arbor | United States |
| Du, Xiuxia (Prof.) | University of North Carolina at Charlotte | United States |
| Tong, Ai Phuong () | University of Washington | United States |
| Langston, Mike (Prof.) | University of Tennessee - Knoxville | United States |
| Paul, Kimberly (Ph.D.) | University of California, Los Angeles | United States |
| Ouidir, Marion () | INSERM | France |
| Stanek, Lindsay () | EPA | United States |
| Hart, Jaime (Sc.D.) | Harvard University | United States |
| walker, ryan (Ph.D.) | Mount Sinai School of Medicine | United States |
| Miller, Gary (Ph.D.) | Columbia University | United States |
| Argos, Maria (Ph.D.) | Boston University | United States |
| Cooke, Marcus (Ph.D.) | University of South Florida | United States |
| Cohen Hubal, Elaine () | EPA | United States |
| CHUNG, Ming Kei (Ph.D.) | Harvard University | United States |
| Baumert, Brittney (Ph.D.) | University of Southern California | United States |
| Goodrich, Jesse (Ph.D.) | University of Southern California | United States |
| Bhutani, Jessie () | NIH | United States |
| Duarte Folle, Aline (Ph.D.) | University of California, Los Angeles | United States |
| Gao, Peng (Prof.) | University of Pittsburgh | United States |
| Page, Grier (Ph.D.) | RTI International | United States |
| Wu, K. Lily (Ph.D.) | California Environmental Protection Agency | United States |
| Konstantinou, Corina (Ms.) | Cyprus University of Technology | Cyprus |
| Motsinger-Reif, Alison (Ph.D.) | NIEHS | United States |
| Zhang, Qiong () | Henry Ford Health System | United States |
| Parker, Graham (Ph.D.) | Wayne State University / School of Medicine | Canada |
| CHUNG, Ming Kei (Ph.D.) | Chinese University of Hong Kong | Hong Kong |
| Shah, Ruchir (Ph.D.) | Sciome LLC | United States |
| Sun, Yangbo () | University of Tennessee - Memphis | United States |
| Hu, Chiung-Wen (Prof.) | Chung Shan Medical University | Taiwan |
| Cheng, Qiwen () | Arizona State University, Tempe Campus | United States |
| Hanson, Heidi (Ph.D.) | DOE | United States |
| Sturla Irizarry, Savannah (Ms.) | University of Michigan - Ann Arbor | United States |
| Quintana, Penelope J E (Ph.D.) | San Diego State University | United States |
| Hood, Darryl B. (Ph.D.) | Ohio State University | United States |
| Schmitt, Charles (Ph.D.) | NIEHS | United States |
| Yuan, Xin/Jean (Ph.D.) | NIH | United States |
| Harari, Homero (Ph.D.) | Mount Sinai School of Medicine | United States |
| Adar, Sara D. (Sc.D.) | University of Michigan - Ann Arbor | United States |
| Ji, Hong (Ph.D.) | University of California, Davis | United States |
| Adamu, Yau () | University of Iowa | United States |
| KANNAN, srimathik@gmail.com (Ph.D.) | CloudAspirers | United States |
| Jankowska, Marta (Ph.D.) | Beckman Research Institute, City of Hope | United States |
| Rajasekar, Arcot (Raja) (Prof.) | University of North Carolina at Chapel Hill | United States |
| Beglarian, Emily (Ms.) | University of Southern California | United States |
| Giebelhaus, Ryland T. (Mr.) | University of Alberta | Canada |
| PRAJAPATI, NIRMALA (Ms.) | Universite Paris-Saclay/ INSERM | France |
| Teitelbaum, Susan (Ph.D.) | Icahn School of Medicine at Mount Sinai | United States |
| Ramesh, Aramandla (Ph.D.) | Meharry Medical College | United States |
| Hu, Hui (Ph.D.) | Harvard University | United States |
| Manz, Katherine () | University of Michigan - Ann Arbor | United States |
| Whyte, Kathryn (Ph.D.) | Columbia University | United States |
| He, Jingxuan () | University of Southern California | United States |
| Makris, Konstantinos C. (Prof.) | Cyprus University of Technology | Cyprus |
| Zhang, Xinyue (Ph.D.) | Stanford University | United States |
| Holmes, Philip () | NCIT | United States |
| wang, yi (M.D.,Ph.D.) | Canadian Nuclear Laboratories | Canada |