1
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Fridman H, Bormans C, Einhorn M, Au D, Bormans A, Porat Y, Sanchez LF, Manning B, Levy-Lahad E, Behar DM. Performance comparison: exome sequencing as a single test replacing Sanger sequencing. Mol Genet Genomics 2021; 296:653-663. [PMID: 33694043 DOI: 10.1007/s00438-021-01772-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 03/02/2021] [Indexed: 01/23/2023]
Abstract
Next generation sequencing tests are used routinely as first-choice tests in the clinic. However, systematic performance comparing the results of exome sequencing as a single test replacing Sanger sequencing of targeted gene(s) is still lacking. Performance comparison data are critically important for clinical case management. In this study, we compared Sanger-sequencing results of 258 genes to those obtained from next generation sequencing (NGS) using two exome-sequencing enrichment kits: Agilent-SureSelectQXT and Illumina-Nextera. Sequencing was performed on leukocytes and buccal-derived DNA from a single individual, and all 258 genes were sequenced a total of 11 times (using different sequencing methods and DNA sources). Sanger sequencing was completed for all exons, including flanking ± 8 bp regions. For the 258 genes, NGS mean coverage was > 20 × for > 98 and > 91% of the regions targeted by SureSelect and Nextera, respectively. Overall, 449 variants were identified in at least one experiment, and 407/449 (90.6%) were detected by all. Of the 42 discordant variants, 23 were determined as true calls, summing-up to a truth set of 430 variants. Sensitivity of true-variant detection was 99% for Sanger sequencing and 97-100% for the NGS experiments. Mean false-positive rates were 3.7E-6 for Sanger sequencing, 2.5E-6 for SureSelect-NGS and 5.2E-6 for Nextera-NGS. Our findings suggest a high overall concordance between Sanger sequencing and NGS performances. Both methods demonstrated false-positive and false-negative calls. High clinical suspicion for a specific diagnosis should, therefore, override negative results of either Sanger sequencing or NGS.
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Affiliation(s)
- Hila Fridman
- Medical Genetics Institute, Shaare Zedek Medical Center, 91031, Jerusalem, Israel. .,Faculty of Medicine, The Hebrew University of Jerusalem, 91120, Jerusalem, Israel.
| | | | - Moshe Einhorn
- Data Analysis Group, 6688218, Genoox, Tel Aviv, Israel
| | - Daniel Au
- Genomic Research Center, Gene By Gene, Houston, TX, 77008, USA
| | - Arjan Bormans
- Genomic Research Center, Gene By Gene, Houston, TX, 77008, USA
| | - Yuval Porat
- Data Analysis Group, 6688218, Genoox, Tel Aviv, Israel
| | | | - Brent Manning
- Genomic Research Center, Gene By Gene, Houston, TX, 77008, USA
| | - Ephrat Levy-Lahad
- Medical Genetics Institute, Shaare Zedek Medical Center, 91031, Jerusalem, Israel.,Faculty of Medicine, The Hebrew University of Jerusalem, 91120, Jerusalem, Israel
| | - Doron M Behar
- Genomic Research Center, Gene By Gene, Houston, TX, 77008, USA
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2
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Weisz-Hubshman M, Meirson H, Michaelson-Cohen R, Beeri R, Tzur S, Bormans C, Modai S, Shomron N, Shilon Y, Banne E, Orenstein N, Konen O, Marek-Yagel D, Veber A, Shalva N, Imagawa E, Matsumoto N, Lev D, Lerman Sagie T, Raas-Rothschild A, Ben-Zeev B, Basel-Salmon L, Behar DM, Heimer G. Novel WWOX deleterious variants cause early infantile epileptic encephalopathy, severe developmental delay and dysmorphism among Yemenite Jews. Eur J Paediatr Neurol 2019; 23:418-426. [PMID: 30853297 DOI: 10.1016/j.ejpn.2019.02.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 02/09/2019] [Accepted: 02/13/2019] [Indexed: 12/17/2022]
Abstract
The human WW Domain Containing Oxidoreductase (WWOX) gene was originally described as a tumor suppressor gene. However, recent reports have demonstrated its cardinal role in the pathogenesis of central nervous systems disorders such as epileptic encephalopathy, intellectual disability, and spinocerebellar ataxia. We report on six patients from three unrelated families of full or partial Yemenite Jewish ancestry exhibiting early infantile epileptic encephalopathy and profound developmental delay. Importantly, four patients demonstrated facial dysmorphism. Exome sequencing revealed that four of the patients were homozygous for a novel WWOX c.517-2A > G splice-site variant and two were compound heterozygous for this variant and a novel c.689A > C, p.Gln230Pro missense variant. Complementary DNA sequencing demonstrated that the WWOX c.517-2A > G splice-site variant causes skipping of exon six. A carrier rate of 1:177 was found among Yemenite Jews. We provide the first detailed description of patients harboring a splice-site variant in the WWOX gene and propose that the clinical synopsis of WWOX related epileptic encephalopathy should be broadened to include facial dysmorphism. The increased frequency of the c.517-2A > G splice-site variant among Yemenite Jews coupled with the severity of the phenotype makes it a candidate for inclusion in expanded preconception screening programs.
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Affiliation(s)
- M Weisz-Hubshman
- Pediatric Genetics Unit, Schneider Children's Medical Center of Israel, Petach Tikva, Israel; Raphael Recanati Genetic Institute, Rabin Medical Center, Petach Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
| | - H Meirson
- Pediatric Neurology Unit, Kaplan Medical Center Rehovot, Israel
| | - R Michaelson-Cohen
- Shaare Zedek Medical Center, Hebrew University School of Medicine, Jerusalem, Israel
| | - R Beeri
- Laboratory of Molecular Medicine, Rambam Health Care Campus, Haifa, Israel
| | - S Tzur
- Laboratory of Molecular Medicine, Rambam Health Care Campus, Haifa, Israel; Genomic Research Department, Emedgene Technologies, Tel-Aviv, Israel
| | - C Bormans
- Gene by Gene, Genomic Research Center, Houston, TX, USA
| | - S Modai
- Variantyx, Inc, Framingham, MA, USA
| | - N Shomron
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Variantyx, Inc, Framingham, MA, USA
| | - Y Shilon
- Pediatric Neurology Unit, Kaplan Medical Center Rehovot, Israel
| | - E Banne
- Institute of Medical Genetics, Kaplan Medical Center, Rehovot, Israel
| | - N Orenstein
- Pediatric Genetics Unit, Schneider Children's Medical Center of Israel, Petach Tikva, Israel; Raphael Recanati Genetic Institute, Rabin Medical Center, Petach Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - O Konen
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Radiology Unit, Schneider Children's Medical Center of Israel, Petach Tikva, Israel
| | - D Marek-Yagel
- Metabolic Diseases Unit, Safra Children Hospital, Sheba Medical Center, Tel Hashomer, Israel
| | - A Veber
- Metabolic Diseases Unit, Safra Children Hospital, Sheba Medical Center, Tel Hashomer, Israel
| | - N Shalva
- Metabolic Diseases Unit, Safra Children Hospital, Sheba Medical Center, Tel Hashomer, Israel
| | - E Imagawa
- Department of Human Genetics, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - N Matsumoto
- Department of Human Genetics, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - D Lev
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Metabolic Neurogenetic Clinic, Wolfson Medical Center, Holon, Israel; Institute of Medical Genetics, Wolfson Medical Center, Holon, Israel
| | - T Lerman Sagie
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Metabolic Neurogenetic Clinic, Wolfson Medical Center, Holon, Israel
| | - A Raas-Rothschild
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Institute of Rare Diseases, The Danek Gertner Institute of Human Genetics, Sheba Medical Center, Tel Hashomer, Israel
| | - B Ben-Zeev
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Pediatric Neurology Unit, Safra Children Hospital, Sheba Medical Center, Tel Hashomer, Israel
| | - L Basel-Salmon
- Pediatric Genetics Unit, Schneider Children's Medical Center of Israel, Petach Tikva, Israel; Raphael Recanati Genetic Institute, Rabin Medical Center, Petach Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Felsenstein Medical Research Center, Petach Tikva, Israel
| | - D M Behar
- Gene by Gene, Genomic Research Center, Houston, TX, USA
| | - G Heimer
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Pediatric Neurology Unit, Safra Children Hospital, Sheba Medical Center, Tel Hashomer, Israel; The Pinchas Borenstein Talpiot Medical Leadership Program, The Chaim Sheba Medical Center, 52621, Ramat Gan, Israel
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3
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Behar DM, Saag L, Karmin M, Gover MG, Wexler JD, Sanchez LF, Greenspan E, Kushniarevich A, Davydenko O, Sahakyan H, Yepiskoposyan L, Boattini A, Sarno S, Pagani L, Carmi S, Tzur S, Metspalu E, Bormans C, Skorecki K, Metspalu M, Rootsi S, Villems R. The genetic variation in the R1a clade among the Ashkenazi Levites' Y chromosome. Sci Rep 2017; 7:14969. [PMID: 29097670 PMCID: PMC5668307 DOI: 10.1038/s41598-017-14761-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Accepted: 10/13/2017] [Indexed: 11/09/2022] Open
Abstract
Approximately 300,000 men around the globe self-identify as Ashkenazi Levites, of whom two thirds were previously shown to descend from a single male. The paucity of whole Y-chromosome sequences precluded conclusive identification of this ancestor's age, geographic origin and migration patterns. Here, we report the variation of 486 Y-chromosomes within the Ashkenazi and non-Ashkenazi Levite R1a clade, other Ashkenazi Jewish paternal lineages, as well as non-Levite Jewish and non-Jewish R1a samples. Cumulatively, the emerging profile is of a Middle Eastern ancestor, self-affiliating as Levite, and carrying the highly resolved R1a-Y2619 lineage, which was likely a minor haplogroup among the Hebrews. A star-like phylogeny, coalescing similarly to other Ashkenazi paternal lineages, ~1,743 ybp, suggests it to be one of the Ashkenazi paternal founders; to have expanded as part of the overall Ashkenazi demographic expansion, without special relation to the Levite affiliation; and to have subsequently spread to non-Ashkenazi Levites.
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Affiliation(s)
- Doron M Behar
- Estonian Biocentre, Tartu, 51010, Estonia. .,Genomic Research Center, Gene by Gene, Houston, 77008, Texas, USA.
| | - Lauri Saag
- Estonian Biocentre, Tartu, 51010, Estonia
| | | | - Meir G Gover
- Independent Genetic Genealogy Researcher, Savyon, 5690500, Israel
| | | | | | | | - Alena Kushniarevich
- Estonian Biocentre, Tartu, 51010, Estonia.,Institute of Genetics and Cytology, National Academy of Sciences of Belarus, 220072, Minsk, Belarus
| | - Oleg Davydenko
- Institute of Genetics and Cytology, National Academy of Sciences of Belarus, 220072, Minsk, Belarus
| | - Hovhannes Sahakyan
- Estonian Biocentre, Tartu, 51010, Estonia.,Laboratory of Ethnogenomics, Institute of Molecular Biology of National Academy of Sciences, Yerevan, 0014, Armenia
| | - Levon Yepiskoposyan
- Laboratory of Ethnogenomics, Institute of Molecular Biology of National Academy of Sciences, Yerevan, 0014, Armenia
| | - Alessio Boattini
- Department of Biological, Geological and Environmental Sciences, University of Bologna, Bologna, 40126, Italy
| | - Stefania Sarno
- Department of Biological, Geological and Environmental Sciences, University of Bologna, Bologna, 40126, Italy
| | - Luca Pagani
- Estonian Biocentre, Tartu, 51010, Estonia.,APE Lab, Dept. of Biology, University of Padova, 35121, Padova, Italy
| | - Shai Carmi
- Braun School of Public Health and Community Medicine, The Hebrew University of Jerusalem, Jerusalem, 9112102, Israel
| | - Shay Tzur
- Braun School of Public Health and Community Medicine, The Hebrew University of Jerusalem, Jerusalem, 9112102, Israel.,Rambam Health Care Campus, Haifa, 3109601, Israel
| | - Ene Metspalu
- Estonian Biocentre, Tartu, 51010, Estonia.,Department of Evolutionary Biology, Institute of Molecular and Cell Biology University of Tartu, Tartu, 51010, Estonia
| | - Concetta Bormans
- Genomic Research Center, Gene by Gene, Houston, 77008, Texas, USA
| | - Karl Skorecki
- Rambam Health Care Campus, Haifa, 3109601, Israel.,Ruth and Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, 3109601, Israel
| | | | | | - Richard Villems
- Estonian Biocentre, Tartu, 51010, Estonia.,Department of Evolutionary Biology, Institute of Molecular and Cell Biology University of Tartu, Tartu, 51010, Estonia
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7
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Kelly TN, Hixson JE, Rao DC, Mei H, Rice TK, Jaquish CE, Shimmin LC, Schwander K, Chen CS, Liu D, Chen J, Bormans C, Shukla P, Farhana N, Stuart C, Whelton PK, He J, Gu D. Genome-Wide Linkage and Positional Candidate Gene Study of Blood Pressure Response to Dietary Potassium Intervention. ACTA ACUST UNITED AC 2010; 3:539-47. [DOI: 10.1161/circgenetics.110.940635] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Background—
Genetic determinants of blood pressure (BP) response to potassium, or potassium sensitivity, are largely unknown. We conducted a genome-wide linkage scan and positional candidate gene analysis to identify genetic determinants of potassium sensitivity.
Methods and Results—
A total of 1906 Han Chinese participants took part in a 7-day high-sodium diet followed by a 7-day high-sodium plus potassium dietary intervention. BP measurements were obtained at baseline and after each intervention using a random-zero sphygmomanometer. Significant linkage signals (logarithm of odds [LOD] score, >3) for BP responses to potassium were detected at chromosomal regions 3q24-q26.1, 3q28, and 11q22.3-q24.3. Maximum multipoint LOD scores of 3.09 at 3q25.2 and 3.41 at 11q23.3 were observed for absolute diastolic BP (DBP) and mean arterial pressure (MAP) responses, respectively. Linkage peaks of 3.56 at 3q25.1 and 3.01 at 11q23.3 for percent DBP response and 3.22 at 3q25.2, 3.01 at 3q28, and 4.48 at 11q23.3 for percent MAP response also were identified. Angiotensin II receptor, type 1 (
AGTR1
), single-nucleotide polymorphism rs16860760 in the 3q24-q26.1 region was significantly associated with absolute and percent systolic BP responses to potassium (
P
=0.0008 and
P
=0.0006, respectively). Absolute (95% CI) systolic BP responses for genotypes C/C, C/T, and T/T were −3.71 (−4.02 to −3.40), −2.62 (−3.38 to −1.85), and 1.03 (−3.73 to 5.79) mm Hg, respectively, and percent responses (95% CI) were −3.07 (−3.33 to −2.80), −2.07 (−2.74 to −1.41), and 0.90 (−3.20 to 4.99), respectively. Similar trends were observed for DBP and MAP responses.
Conclusions—
Genetic regions on chromosomes 3 and 11 may harbor important susceptibility loci for potassium sensitivity. Furthermore, the
AGTR1
gene was a significant predictor of BP responses to potassium intake.
Clinical Trial Registration—
URL:
http://www.clinicaltrials.gov
. Unique identifier: NCT00721721.
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Affiliation(s)
- Tanika N. Kelly
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - James E. Hixson
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Dabeeru C. Rao
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Hao Mei
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Treva K. Rice
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Cashell E. Jaquish
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Lawrence C. Shimmin
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Karen Schwander
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Chung-Shuian Chen
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Depei Liu
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Jichun Chen
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Concetta Bormans
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Pramila Shukla
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Naveed Farhana
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Colin Stuart
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Paul K. Whelton
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Jiang He
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
| | - Dongfeng Gu
- From the Department of Epidemiology (T.N.K., H.M., C.-S.C., J.H.), Tulane University School of Public Health and Tropical Medicine, and Department of Medicine (J.H.), Tulane University School of Medicine, New Orleans, La; Department of Epidemiology (J.E.H., L.C.S., C.B., P.S., N.F., C.S.), University of Texas School of Public Health, Houston, Tex; Division of Biostatistics (D.C.R., T.K.R., K.S.), Washington University School of Medicine, St Louis, Mo; Division of Prevention and Population Sciences
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