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Du R, Zhou J, Lorenzano S, Liu W, Charoenvimolphan N, Qian B, Xu J, Wang J, Zhang X, Wang X, Berndt A, Devan WJ, Valant VJ, Wang J, Furie KL, Rosand J, Rost N, Friedlander RM, Paigen B, Weiss ST. Integrative Mouse and Human Studies Implicate ANGPT1 and ZBTB7C as Susceptibility Genes to Ischemic Injury. Stroke 2015; 46:3514-22. [PMID: 26542693 DOI: 10.1161/strokeaha.115.010767] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Accepted: 10/01/2015] [Indexed: 12/18/2022]
Abstract
BACKGROUND AND PURPOSE The extent of ischemic injury in response to cerebral ischemia is known to be affected by native vasculature. However, the nonvascular and dynamic vascular responses and their genetic basis are not well understood. METHODS We performed a genome-wide association study in 235 mice from 33 inbred strains using the middle cerebral artery occlusion model. Population structure and genetic relatedness were accounted for using the efficient mixed-model association method. Human orthologs to the genes associated with the significant and suggestive single-nucleotide polymorphisms from the mouse strain survey were examined in patients with M1 occlusions admitted with signs and symptoms of acute ischemic stroke. RESULTS We identified 4 genome-wide significant and suggestive single-nucleotide polymorphisms to be associated with infarct volume in mice (rs3694965, P=2.17×10(-7); rs31924033, P=5.61×10(-6); rs32249495, P=2.08×10(-7); and rs3677406, P=9.56×10(-6)). rs32249495, which corresponds to angiopoietin-1 (ANGPT1), was also significant in the recessive model in humans, whereas rs1944577, which corresponds to ZBTB7C, was nominally significant in both the additive and dominant genetic models in humans. ZBTB7C was shown to be upregulated in endothelial cells using both in vitro and in vivo models of ischemia. CONCLUSIONS Genetic variations of ANGPT1 and ZBTB7C are associated with increased infarct size in both mice and humans. ZBTB7C may modulate the ischemic response via neuronal apoptosis and dynamic collateralization and, in addition to ANGPT1, may serve as potential novel targets for treatments of cerebral ischemia.
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Affiliation(s)
- Rose Du
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.).
| | - Jing Zhou
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Svetlana Lorenzano
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Wenming Liu
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Nareerat Charoenvimolphan
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Baogang Qian
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Jun Xu
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Jian Wang
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Xinmu Zhang
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Xin Wang
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Annerose Berndt
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - William J Devan
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Valerie J Valant
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Jinyi Wang
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Karen L Furie
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Jonathan Rosand
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Natalia Rost
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Robert M Friedlander
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Beverly Paigen
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
| | - Scott T Weiss
- From the Department of Neurosurgery (R.D., J.Z., W.L., N.C., B.Q., J.X., J.W., X.Z., X.W.) and Channing Division of Network Medicine, Department of Medicine (R.D., S.T.W.), Brigham and Women's Hospital, Boston, MA; Department of Neurology, Massachusetts General Hospital, Boston (S.L., W.J.D., V.J.V., J.R., N.R.); Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy (S.L.); Department of Chemical Biology, Northwest Agriculture and Forestry University, Shaanxi, People's Republic of China (W.L., J.W.); Department of Neurosurgery, China-Japan Friendship Hospital, Beijing, People's Republic of China (J.X.); The Jackson Laboratory, Bar Harbor, ME (A.B., B.P.); Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine (A.B.) and Department of Neurosurgery (R.M.F.), University of Pittsburgh School of Medicine, PA; Quinnipiac University Frank H. Netter, MD School of Medicine, Hamden, CT (W.J.D.); University of Massachusetts Medical School, Worcester (V.J.V.); and Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI (K.L.F.)
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