1
|
Zhou Z, Lin T, Chen S, Zhang G, Xu Y, Zou H, Zhou A, Zhang Y, Weng S, Han X, Liu Z. Omics-based molecular classifications empowering in precision oncology. Cell Oncol (Dordr) 2024; 47:759-777. [PMID: 38294647 DOI: 10.1007/s13402-023-00912-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/23/2023] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND In the past decades, cancer enigmatical heterogeneity at distinct expression levels could interpret disparities in therapeutic response and prognosis. It built hindrances to precision medicine, a tactic to tailor customized treatment informed by the tumors' molecular profile. Single-omics analysis dissected the biological features associated with carcinogenesis to some extent but still failed to revolutionize cancer treatment as expected. Integrated omics analysis incorporated tumor biological networks from diverse layers and deciphered a holistic overview of cancer behaviors, yielding precise molecular classification to facilitate the evolution and refinement of precision medicine. CONCLUSION This review outlined the biomarkers at multiple expression layers to tutor molecular classification and pinpoint tumor diagnosis, and explored the paradigm shift in precision therapy: from single- to multi-omics-based subtyping to optimize therapeutic regimens. Ultimately, we firmly believe that by parsing molecular characteristics, omics-based typing will be a powerful assistant for precision oncology.
Collapse
Affiliation(s)
- Zhaokai Zhou
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
- Department of Urology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Ting Lin
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Shuang Chen
- Center of Reproductive Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Ge Zhang
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yudi Xu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Haijiao Zou
- Center of Reproductive Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Aoyang Zhou
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Yuyuan Zhang
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Siyuan Weng
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Xinwei Han
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China.
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China.
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China.
| | - Zaoqu Liu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China.
- Interventional Institute of Zhengzhou University, Zhengzhou, Henan, 450052, China.
- Interventional Treatment and Clinical Research Center of Henan Province, Zhengzhou, Henan, 450052, China.
- Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
| |
Collapse
|
10
|
Merchant RM, Asch DA, Hershey JC, Griffis HM, Hill S, Saynisch O, Leung AC, Asch JM, Lozada K, Nadkarni LD, Kilaru A, Branas CC, Stone EM, Starr L, Shofer F, Nichol G, Becker LB. A Crowdsourcing Innovation Challenge to Locate and Map Automated External Defibrillators. Circ Cardiovasc Qual Outcomes 2013; 6:229-36. [PMID: 23481522 DOI: 10.1161/circoutcomes.113.000140] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Raina M. Merchant
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - David A. Asch
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - John C. Hershey
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Heather M. Griffis
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Shawndra Hill
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Olivia Saynisch
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Alison C. Leung
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Jeremy M. Asch
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Kirk Lozada
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Lindsay D. Nadkarni
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Austin Kilaru
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Charles C. Branas
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Eric M. Stone
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Larry Starr
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Frances Shofer
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Graham Nichol
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| | - Lance B. Becker
- From the Department of Emergency Medicine (R.M.M., H.M.G., O.S., A.C.L., J.M.A, K.L., L.D.N., A.S.K., E.M.S., F.S., L.B.B), The Leonard Davis Institute of Health Economics (R.M.M., D.A.A.), The Wharton School (D.A.A., J.C.H., S.H.), Department of Biostatistics and Epidemiology (C.C.B.), and Organizational Dynamics (L.S.), University of Pennsylvania, Philadelphia, PA; The Philadelphia Veterans Affairs Medical Center, Philadelphia, PA (D.A.A.); and University of Washington–Harborview Center for
| |
Collapse
|