10
|
Bedoya-Pilozo CH, Medina MagĂŒes LG, Espinosa-GarcĂa M, SĂĄnchez M, Parrales Valdiviezo JV, Molina D, Ibarra MA, Quimis-Ponce M, España K, PĂĄrraga Macias KE, Cajas Flores NV, Orlando SA, Robalino Penaherrera JA, Chedraui P, Escobar S, Loja Chango RD, Ramirez-MorĂĄn C, Espinoza-Caicedo J, SĂĄnchez-Giler S, Limia CM, AlemĂĄn Y, Soto Y, Kouri V, Culasso ACA, Badano I. Molecular epidemiology and phylogenetic analysis of human papillomavirus infection in women with cervical lesions and cancer from the coastal region of Ecuador. Rev Argent Microbiol 2017; 50:136-146. [PMID: 29157596 DOI: 10.1016/j.ram.2017.06.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Revised: 05/28/2017] [Accepted: 06/25/2017] [Indexed: 11/26/2022] Open
Abstract
The aim of the present study was to gather information regarding the molecular epidemiology of Human papillomavirus (HPV) and related risk factors in a group of women with low- and high-grade cervical lesions and cancer from the coastal region of Ecuador. In addition, we studied the evolution of HPV variants from the most prevalent types and provided a temporal framework for their emergence, which may help to trace the source of dissemination within the region. We analyzed 166 samples, including 57 CIN1, 95 CIN2/3 and 14 cancer cases. HPV detection and typing was done by PCR-sequencing (MY09/MY11). HPV variants and estimation of the time to most recent common ancestor (tMRCA) was assessed through phylogeny and coalescence analysis. HPV DNA was found in 54.4% of CIN1, 74.7% of CIN2/3 and 78.6% of cancer samples. HPV16 (38.9%) and HPV58 (19.5%) were the most prevalent types. Risk factors for the development of cervical lesions/cancer were the following: three or more pregnancies (OR=4.3), HPV infection (OR=3.7 for high-risk types; OR=3.5 for HPV16), among others. With regard to HPV evolution, HPV16 isolates belonged to lineages A (69%) and D (31%) whereas HPV58 isolates belonged only to lineage A. The period of emergence of HPV16 was in association with human populations (tMRCA=91052 years for HPV16A and 27000 years for HPV16D), whereas HPV58A preceded Homo sapiens evolution (322257 years). This study provides novel data on HPV epidemiology and evolution in Ecuador, which will be fundamental in the vaccine era.
Collapse
Affiliation(s)
- Cesar H Bedoya-Pilozo
- DirecciĂłn de InvestigaciĂłn, Desarrollo e InnovaciĂłn, Instituto Nacional de Investigaciones en Salud PĂșblica (INSPI), Av. Julian Coronel 905 y Esmeraldas, 090510 Guayaquil, Ecuador; Escuela Superior PolitĂ©cnica del Litoral, ESPOL, Laboratorio de Biomedicina - Facultad de Ciencias de la Vida (FCV), Campus Gustavo Galindo, Km 30.5 VĂa Perimetral, Guayaquil, Ecuador.
| | - Lex G Medina MagĂŒes
- Escuela Superior PolitĂ©cnica del Litoral, ESPOL, Laboratorio de Biomedicina - Facultad de Ciencias de la Vida (FCV), Campus Gustavo Galindo, Km 30.5 VĂa Perimetral, Guayaquil, Ecuador
| | - Maylen Espinosa-GarcĂa
- DirecciĂłn de InvestigaciĂłn, Desarrollo e InnovaciĂłn, Instituto Nacional de Investigaciones en Salud PĂșblica (INSPI), Av. Julian Coronel 905 y Esmeraldas, 090510 Guayaquil, Ecuador
| | - Martha SĂĄnchez
- DirecciĂłn de InvestigaciĂłn, Desarrollo e InnovaciĂłn, Instituto Nacional de Investigaciones en Salud PĂșblica (INSPI), Av. Julian Coronel 905 y Esmeraldas, 090510 Guayaquil, Ecuador
| | - Johanna V Parrales Valdiviezo
- DirecciĂłn de InvestigaciĂłn, Desarrollo e InnovaciĂłn, Instituto Nacional de Investigaciones en Salud PĂșblica (INSPI), Av. Julian Coronel 905 y Esmeraldas, 090510 Guayaquil, Ecuador
| | - Denisse Molina
- DirecciĂłn de InvestigaciĂłn, Desarrollo e InnovaciĂłn, Instituto Nacional de Investigaciones en Salud PĂșblica (INSPI), Av. Julian Coronel 905 y Esmeraldas, 090510 Guayaquil, Ecuador
| | - MarĂa A Ibarra
- DirecciĂłn de InvestigaciĂłn, Desarrollo e InnovaciĂłn, Instituto Nacional de Investigaciones en Salud PĂșblica (INSPI), Av. Julian Coronel 905 y Esmeraldas, 090510 Guayaquil, Ecuador
| | - MarĂa Quimis-Ponce
- DirecciĂłn de InvestigaciĂłn, Desarrollo e InnovaciĂłn, Instituto Nacional de Investigaciones en Salud PĂșblica (INSPI), Av. Julian Coronel 905 y Esmeraldas, 090510 Guayaquil, Ecuador
| | - Karool España
- DirecciĂłn de InvestigaciĂłn, Desarrollo e InnovaciĂłn, Instituto Nacional de Investigaciones en Salud PĂșblica (INSPI), Av. Julian Coronel 905 y Esmeraldas, 090510 Guayaquil, Ecuador
| | - Karla E PĂĄrraga Macias
- DirecciĂłn de InvestigaciĂłn, Desarrollo e InnovaciĂłn, Instituto Nacional de Investigaciones en Salud PĂșblica (INSPI), Av. Julian Coronel 905 y Esmeraldas, 090510 Guayaquil, Ecuador
| | - Nancy V Cajas Flores
- DirecciĂłn de InvestigaciĂłn, Desarrollo e InnovaciĂłn, Instituto Nacional de Investigaciones en Salud PĂșblica (INSPI), Av. Julian Coronel 905 y Esmeraldas, 090510 Guayaquil, Ecuador
| | - Solon A Orlando
- DirecciĂłn de InvestigaciĂłn, Desarrollo e InnovaciĂłn, Instituto Nacional de Investigaciones en Salud PĂșblica (INSPI), Av. Julian Coronel 905 y Esmeraldas, 090510 Guayaquil, Ecuador; Universidad Agraria del Ecuador, Av. 25 de Julio y Pio Jaramillo, P.O. BOX 09-04-100, Guayaquil, Ecuador
| | - Jorge A Robalino Penaherrera
- DirecciĂłn de InvestigaciĂłn, Desarrollo e InnovaciĂłn, Instituto Nacional de Investigaciones en Salud PĂșblica (INSPI), Av. Julian Coronel 905 y Esmeraldas, 090510 Guayaquil, Ecuador
| | - Peter Chedraui
- Hospital Gineco-Obstétrico Enrique C. Sotomayor, Guayaquil, Ecuador
| | - Saul Escobar
- Institute of Biomedicine, Facultad Ciencias Médicas, Universidad Católica de Guayaquil, PO Box 09-01-4671, Guayaquil, Ecuador
| | - Rita D Loja Chango
- Institute of Biomedicine, Facultad Ciencias Médicas, Universidad Católica de Guayaquil, PO Box 09-01-4671, Guayaquil, Ecuador
| | - Cecibel Ramirez-MorĂĄn
- Institute of Biomedicine, Facultad Ciencias Médicas, Universidad Católica de Guayaquil, PO Box 09-01-4671, Guayaquil, Ecuador
| | - Jasson Espinoza-Caicedo
- Institute of Biomedicine, Facultad Ciencias Médicas, Universidad Católica de Guayaquil, PO Box 09-01-4671, Guayaquil, Ecuador
| | - Sunny SĂĄnchez-Giler
- Facultad de Ciencias MĂ©dicas, Universidad Especialidades EspĂritu Santo, Km 2,5 vĂa SamborondĂłn, Ecuador
| | - Celia M Limia
- Sexually Transmitted Diseases Laboratory, Department of Virology, Institute of Tropical Medicine "Pedro Kouri", Autopista Novia del Mediodia, Km 6 œ, La Lisa, Marianao 13, PO Box 601, Havana City, Cuba
| | - Yoan AlemĂĄn
- Sexually Transmitted Diseases Laboratory, Department of Virology, Institute of Tropical Medicine "Pedro Kouri", Autopista Novia del Mediodia, Km 6 œ, La Lisa, Marianao 13, PO Box 601, Havana City, Cuba
| | - Yudira Soto
- Sexually Transmitted Diseases Laboratory, Department of Virology, Institute of Tropical Medicine "Pedro Kouri", Autopista Novia del Mediodia, Km 6 œ, La Lisa, Marianao 13, PO Box 601, Havana City, Cuba
| | - Vivian Kouri
- Sexually Transmitted Diseases Laboratory, Department of Virology, Institute of Tropical Medicine "Pedro Kouri", Autopista Novia del Mediodia, Km 6 œ, La Lisa, Marianao 13, PO Box 601, Havana City, Cuba
| | - Andrés C A Culasso
- Investigador Asistente CONICET, Consejo Nacional de Investigaciones CientĂficas y TĂ©cnicas, Av. Rivadavia 1917, (C1033AAJ) Caba, Argentina; CĂĄtedra de VirologĂa, Facultad de Farmacia y BioquĂmica, Universidad de Buenos Aires, Junin 954, 4to piso, Capital Federal, (C1113AAD) Buenos Aires, Argentina
| | - Inés Badano
- Investigador Asistente CONICET, Consejo Nacional de Investigaciones CientĂficas y TĂ©cnicas, Av. Rivadavia 1917, (C1033AAJ) Caba, Argentina; Laboratorio de BiologĂa Molecular Aplicada, FCEQyN, Universidad Nacional de Misiones, Av. Mariano Moreno 1375, 3300 Posadas, Misiones, Argentina; Yachay EP, SecretarĂa de EducaciĂłn Superior, Ciencia, TecnologĂa e InnovaciĂłn, 9 de Octubre N22-64 y RamĂrez DĂĄvalos, Casa Patrimonial, Ecuador
| |
Collapse
|
15
|
Mirabello L, Yeager M, Cullen M, Boland JF, Chen Z, Wentzensen N, Zhang X, Yu K, Yang Q, Mitchell J, Roberson D, Bass S, Xiao Y, Burdett L, Raine-Bennett T, Lorey T, Castle PE, Burk RD, Schiffman M. HPV16 Sublineage Associations With Histology-Specific Cancer Risk Using HPV Whole-Genome Sequences in 3200 Women. J Natl Cancer Inst 2016; 108:djw100. [PMID: 27130930 PMCID: PMC5939630 DOI: 10.1093/jnci/djw100] [Citation(s) in RCA: 146] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Revised: 01/19/2016] [Accepted: 02/24/2016] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND HPV16 is a common sexually transmitted infection although few infections lead to cervical precancer/cancer; we cannot distinguish nor mechanistically explain why only certain infections progress. HPV16 can be classified into four main evolutionary-derived variant lineages (A, B, C, D) that have been previously suggested to have varying disease risks. METHODS We used a high-throughput HPV16 whole-genome sequencing assay to investigate variant lineage risk among 3215 HPV16-infected women. Using sublineages A1/A2 as the reference, we assessed all variant lineage associations with infection outcome over three or more years of follow-up: 1107 control subjects ( RESULTS A4 sublineage was associated with an increased risk of cancer, specifically adenocarcinoma (ORâ=â9.81, 95% CIâ=â2.02 to 47.69, Pâ=â4.7x10(-03)). Lineage B had a lower risk of CIN3 (ORâ=â0.51, 95% CIâ=â0. 28 to 0.91, Pâ=â02) while lineage C showed increased risk (ORâ=â2.06, 95% CIâ=â1.09 to 3.89, Pâ=â03). D2/D3 sublineages were strongly associated with an increased risk of CIN3 and cancer, particularly D2 (OR for cancer = 28.48, 95% CIâ=â9.27 to 87.55, Pâ=â5.0x10(-09)). D2 had the strongest increased risk of glandular lesions, AIS (ORâ=â29.22, 95% CIâ=â8.94 to 95.51, Pâ=â2.3x10(-08)), and adenocarcinomas (ORâ=â137.34, 95% CIâ=â37.21 to 506.88, Pâ=â1.5x10(-13)). Moreover, the risk of precancer and cancer for specific variant lineages varied by a women's race/ethnicity; those women whose race/ethnicity matched that of the infecting HPV16 variant had an increased risk of CIN3â+â(Pâ<â001). CONCLUSIONS Specific HPV16 variant sublineages strongly influence risk of histologic types of precancer and cancer, and viral genetic variation may help explain its unique carcinogenic properties.
Collapse
Affiliation(s)
- Lisa Mirabello
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Meredith Yeager
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Michael Cullen
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Joseph F Boland
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Zigui Chen
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Nicolas Wentzensen
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Xijun Zhang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Kai Yu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Qi Yang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Jason Mitchell
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - David Roberson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Sara Bass
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Yanzi Xiao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Laurie Burdett
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Tina Raine-Bennett
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Thomas Lorey
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Philip E Castle
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Robert D Burk
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| | - Mark Schiffman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD (LM, MY, MC, JFB, NW, XZ, KY, QY, JM, DR, SB, LB, YX, MS); Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, MD (MY, MC, JFB, XZ, QY, JM, DR, SB, LB); Department of Microbiology, The Chinese University of Hong Kong, Hong Kong (ZC); Women's Health Research Institute, Division of Research, Kaiser Permanente Northern California, Oakland CA (TRB); Regional Laboratory, Kaiser Permanente Northern California, Oakland, CA (TL); Department of Epidemiology and Population Health, at Albert Einstein College of Medicine, Bronx, NY (PEC, RDB); Departments of Pediatrics; Microbiology & Immunology; and, Obstetrics, Gynecology and Women's Health, at Albert Einstein College of Medicine, Bronx, NY (RDB)
| |
Collapse
|