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 |
|---|---|---|
| Jankowska, Marta (Ph.D.) | Beckman Research Institute, City of Hope | United States |
| Peluso, Alina () | DOE | United States |
| He, Jingxuan () | University of Southern California | United States |
| walker, ryan (Ph.D.) | Mount Sinai School of Medicine | United States |
| Motsinger-Reif, Alison (Ph.D.) | NIEHS | United States |
| Holmes, Philip () | NCIT | United States |
| Adebamowo, Clement (Prof.) | University of Maryland at Baltimore | United States |
| Dolinoy, Dana (Ph.D.) | University of Michigan - Ann Arbor | United States |
| Chatziioannou, Anastasia Chrysovalantou (Ph.D.) | University of Crete | Greece |
| Stanek, Lindsay () | EPA | United States |
| Pan, Shudi () | University of Southern California | United States |
| Teitelbaum, Susan (Ph.D.) | Icahn School of Medicine at Mount Sinai | United States |
| CHUNG, Ming Kei (Ph.D.) | Harvard University | United States |
| Gullapalli, Rama (M.D.,Ph.D.) | University of New Mexico | United States |
| Langston, Mike (Prof.) | University of Tennessee - Knoxville | United States |
| Rushing, Blake (Ph.D.) | University of North Carolina at Chapel Hill | United States |
| Zhang, Xinyue (Ph.D.) | Stanford University | United States |
| Cui, Yuxia (Ph.D.) | NIEHS | United States |
| Dierickx, Erin (Ms.) | University of Connecticut | United States |
| Hart, Jaime (Sc.D.) | Harvard University | United States |
| Lai, Yunjia (Ph.D.) | Columbia University | United States |
| Ruden, Douglas (Ph.D.) | Wayne State University | United States |
| Cheng, Qiwen () | Arizona State University, Tempe Campus | United States |
| KANNAN, srimathik@gmail.com (Ph.D.) | CloudAspirers | United States |
| Konstantinou, Corina (Ms.) | Cyprus University of Technology | Cyprus |
| LaSalle, Janine (Ph.D.) | University of California, Davis | United States |
| Penning, Trevor (Ph.D.) | University of Pennsylvania | United States |
| Parker, Graham (Ph.D.) | Wayne State University / School of Medicine | Canada |
| Calafat, Antonia () | CDC | United States |
| Gaulke, Christopher (Ph.D.) | University of Illinois at Urbana-Champaign | United States |
| Ji, Hong (Ph.D.) | University of California, Davis | United States |
| Page, Grier (Ph.D.) | RTI International | United States |
| Quintana, Penelope J E (Ph.D.) | San Diego State University | United States |
| Du, Xiuxia (Prof.) | University of North Carolina at Charlotte | United States |
| Paul, Kimberly (Ph.D.) | University of California, Los Angeles | United States |
| Argos, Maria (Ph.D.) | Boston University | United States |
| CHUNG, Ming Kei (Ph.D.) | Chinese University of Hong Kong | Hong Kong |
| Berger, Kimberly (Ph.D.) | Sequoia Foundation | United States |
| Luo, Jiajun (Ph.D.) | University of Chicago | United States |
| Sturla Irizarry, Savannah (Ms.) | University of Michigan - Ann Arbor | United States |
| Shah, Ruchir (Ph.D.) | Sciome LLC | United States |
| Harari, Homero (Ph.D.) | Mount Sinai School of Medicine | United States |
| Giebelhaus, Ryland T. (Mr.) | University of Alberta | Canada |
| Bhutani, Jessie () | NIH | United States |
| Costello, Elizabeth () | University of Southern California | United States |
| Habre, Rima (Sc.D.) | University of Southern California | United States |
| Vijayakumar , Nisha () | University of South Florida | United States |
| Wu, K. Lily (Ph.D.) | California Environmental Protection Agency | United States |
| Soliman, Ghada (Ph.D.) | City University of New York, Graduate School and University Center | United States |
| Cohen Hubal, Elaine () | EPA | United States |
| Hanson, Heidi (Ph.D.) | DOE | United States |
| Cooke, Marcus (Ph.D.) | University of South Florida | United States |
| Ouidir, Marion () | INSERM | France |
| Hu, Chiung-Wen (Prof.) | Chung Shan Medical University | Taiwan |
| Duarte Folle, Aline (Ph.D.) | University of California, Los Angeles | United States |
| Baumert, Brittney (Ph.D.) | University of Southern California | United States |
| Goodrich, Jesse (Ph.D.) | University of Southern California | United States |
| States, J Christopher (Ph.D.) | University of Louisville | United States |
| Cai, Lu (M.D.,Ph.D.) | University of Louisville | United States |
| Schüssler-Fiorenza Rose, Sophia Miryam (M.D.,Ph.D.) | Standford University | United States |
| Manz, Katherine () | University of Michigan - Ann Arbor | United States |
| Shahriar, Mohammad (M.D.) | University of Chicago | United States |
| Zhang, Kai (Ph.D.) | University at Albany | United States |
| Schmitt, Charles (Ph.D.) | NIEHS | United States |
| Liang, Donghai (Ph.D.) | Emory University | United States |
| Chao, Mu-Rong (Prof.) | Chung Shan Medical University | Taiwan |
| Tong, Ai Phuong () | University of Washington | United States |
| Zhao, Neil () | University of Michigan - Ann Arbor | United States |
| Ramesh, Aramandla (Ph.D.) | Meharry Medical College | United States |
| Miller, Gary (Ph.D.) | Columbia University | United States |
| Clark, Robert (Ph.D.) | RTI International | United States |
| Liao, Jiawen (Ph.D.) | University of Southern California | United States |
| Adar, Sara D. (Sc.D.) | University of Michigan - Ann Arbor | United States |
| Adamu, Yau () | University of Iowa | United States |
| Hood, Darryl B. (Ph.D.) | Ohio State University | United States |
| Chung, MIng Kei (Ph.D.) | Chinese University of Hong Kong | Hong Kong |
| Gao, Peng (Prof.) | University of Pittsburgh | United States |
| wang, yi (M.D.,Ph.D.) | Canadian Nuclear Laboratories | Canada |
| Stingone, Jeanette () | Columbia University | United States |
| PRAJAPATI, NIRMALA (Ms.) | Universite Paris-Saclay/ INSERM | France |
| Hu, Hui (Ph.D.) | Harvard University | United States |
| Beglarian, Emily (Ms.) | University of Southern California | United States |
| James, Peter (Sc.D.) | Harvard University | United States |
| Grafanaki, Katerina (M.D.,Ph.D.) | University of Patras | Greece |
| Akhtari, Farida (Ph.D.) | NIEHS | United States |
| Whyte, Kathryn (Ph.D.) | Columbia University | United States |
| House, John (M.D.,Ph.D.) | NIEHS | United States |
| Soares, Lissa () | State University of New York at Stony Brook | United States |
| Makris, Konstantinos C. (Prof.) | Cyprus University of Technology | Cyprus |
| Zhang, Qiong () | Henry Ford Health System | United States |
| Yuan, Xin/Jean (Ph.D.) | NIH | United States |
| Rajasekar, Arcot (Raja) (Prof.) | University of North Carolina at Chapel Hill | United States |
| Sun, Yangbo () | University of Tennessee - Memphis | United States |
| Arunachalam, Saravanan (Prof.) | University of North Carolina at Chapel Hill | United States |
| Wu, Lang (Prof.) | University of Hawaii - Manoa | United States |
| Pierce, Brandon () | University of Chicago | United States |
| Akhtari, Farida (Ph.D.) | NIEHS | United States |