1
|
Pereira LMS, França EDS, Costa IB, Lima IT, Freire ABC, Ramos FLDP, Monteiro TAF, Macedo O, Sousa RCM, Freitas FB, Costa IB, Vallinoto ACR. Sociobehavioral Risk Factors and Clinical Implications of Late Presentation Among People Living with HIV in the Brazilian Amazon Region. AIDS Behav 2024; 28:3404-3420. [PMID: 38992229 PMCID: PMC11427532 DOI: 10.1007/s10461-024-04437-5] [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: 06/27/2024] [Indexed: 07/13/2024]
Abstract
This study aimed to analyze the prevalence, sociobehavioral factors and clinical-laboratory consequences of late presentation among people living with HIV (PLHIV) in the Brazilian Amazon region. In total, 402 HIV + individuals treated at reference units in Belém city (Pará, Brazil) between 2018 and 2019 were evaluated. Late presentation was defined as a first-collection LTCD4+ count below 350 cells/µL. Sociodemographic, behavioral and clinical data were obtained from questionnaires or medical records. Th1, Th2 and Th17 cytokine profiles were evaluated by flow cytometry. Longitudinal data on viral load, T lymphocytes, and antiretroviral therapy administration were obtained from control and logistic databases. Approximately 52.73% of the participants were late presenters and sought medical care 7-12 + months after their primary HIV diagnosis. Sociobehavioral factors associated with late presentation included illicit drug use for more than 5 years, polyamory, no alcohol consumption, homosexuality, and sexual inactiveness after HIV diagnosis. Clinically, late presentation was associated with coinfection rate; polysymptomatology; high IFN-ɣ, IL-6 and IL-10 levels; nonresponse to antiretroviral therapy; and virological failure- and tuberculosis coinfection-motivated changes to therapy. In summary, the prevalence of late presentation in Pará in the Brazilian Amazon region is high. Delays in seeking specialized care after a primary HIV diagnosis cause medium/long-term changes in the life expectancy and health of PLHIV.
Collapse
Affiliation(s)
| | - Eliane Dos Santos França
- Epstein‒Barr Virus Laboratory, Virology Unit, Evandro Chagas Institute, Ananindeua, Pará, Brazil
| | - Iran Barros Costa
- Epstein‒Barr Virus Laboratory, Virology Unit, Evandro Chagas Institute, Ananindeua, Pará, Brazil
| | - Igor Tenório Lima
- Epstein‒Barr Virus Laboratory, Virology Unit, Evandro Chagas Institute, Ananindeua, Pará, Brazil
| | | | | | | | - Olinda Macedo
- Retrovirus Laboratory, Virology Unit, Evandro Chagas Institute, Ananindeua, Pará, Brazil
| | - Rita Catarina Medeiros Sousa
- Epstein‒Barr Virus Laboratory, Virology Unit, Evandro Chagas Institute, Ananindeua, Pará, Brazil
- School of Medicine, Federal University of Pará, Belém, Pará, Brazil
| | - Felipe Bonfim Freitas
- Retrovirus Laboratory, Virology Unit, Evandro Chagas Institute, Ananindeua, Pará, Brazil
| | - Igor Brasil Costa
- Epstein‒Barr Virus Laboratory, Virology Unit, Evandro Chagas Institute, Ananindeua, Pará, Brazil.
- Graduate Program in Virology, Evandro Chagas Institute, Ananindeua, Pará, Brazil.
| | - Antonio Carlos Rosário Vallinoto
- Virology Laboratory, Institute of Biological Sciences, Federal University of Pará, Belém, Pará, Brazil.
- Graduate Program in Virology, Evandro Chagas Institute, Ananindeua, Pará, Brazil.
| |
Collapse
|
2
|
The effect of primary drug resistance on CD4+ cell decline and the viral load set-point in HIV-positive individuals before the start of antiretroviral therapy. AIDS 2019; 33:315-326. [PMID: 30325769 DOI: 10.1097/qad.0000000000002046] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To evaluate the effect of primary resistance and selected polymorphic amino-acid substitutions in HIV reverse transcriptase and protease on the CD4 cell count and viral load set point before the start of antiretroviral treatment. DESIGN Prospective cohort study. METHODS A total of 6180 individuals with a resistance test prior to starting antiretroviral treatment accessing care in HIV clinics across Europe who had at least one viral load and one CD4+ test available were included in the analysis. The impact of amino-acid substitutions variants on viral load and CD4+ trends was investigated using linear mixed models. Clusters of mutations were studied using principal component analysis. RESULTS Overall, the detection of any primary resistance was not associated with either the speed of CD4+ cell decline or the viral load set point. However, transmitted nucleoside reverse transcriptase inhibitor and protease inhibitor resistance appeared to be weakly associated with lower viral load set points, as were the polymorphic G16E or Q92K protease mutations. There was some evidence suggesting that these effects varied according to HIV subtype, with the effects of transmitted nucleoside reverse transcriptase inhibitor and protease resistance being particularly marked among individuals with a subtype B virus. A cluster of five polymorphic protease substitutions at position 20, 13, 36, 69 and 89 was associated with less steep CD4+ cell declines and lower viral load set points. CONCLUSION Although we found little evidence for an association between primary resistance and CD4+ speed of decline and viral load set point, the potential role of polymorphic protease (alone or in clusters) and their interplay with HIV subtype needs to be further evaluated.
Collapse
|
3
|
Petersen A, Cowan SA, Nielsen J, Fischer TK, Fonager J. Characterisation of HIV-1 transmission clusters and drug-resistant mutations in Denmark, 2004 to 2016. Euro Surveill 2018; 23:1700633. [PMID: 30401010 PMCID: PMC6337072 DOI: 10.2807/1560-7917.es.2018.23.44.1700633] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
This study describes the prevalence of human immunodeficiency virus (HIV) drug resistance mutations among 1,815 patients in Denmark from 2004 to 2016 and characterises transmission clusters. POL sequences were analysed for subtype, drug resistance mutations and phylogenetic relationship. The prevalence of surveillance drug resistance mutations (SDRM) was 6.7%, while the prevalence of drug resistance mutations (DRM) with a clinical impact was 12.3%. We identified 197 transmission clusters with 706 patients. Patients 40 years or older were less likely to be members of a transmission cluster and patients in transmission clusters were less likely to be infected abroad. The proportion of late presenters (LP) was lower in active compared with inactive clusters. Large active clusters consisted of more men who have sex with men (MSM), had members more frequently infected in Denmark and contained a significantly lower proportion of LP and significantly fewer patients with DRM than small active clusters. Subtyping demonstrated that the Danish HIV epidemic is gradually becoming more composed of non-B subtypes/circulating recombinant forms. This study shows that active HIV-1 transmission has become increasingly MSM-dominated and that the recent increase in SDRM and DRM prevalence is not associated with more sustained transmission within identified transmission networks or clusters.
Collapse
Affiliation(s)
- Andreas Petersen
- Bacteria, Parasites and Fungi, Statens Serum Institut, Copenhagen, Denmark,European Public Health Microbiology (EUPHEM) training programme, European Centre for Disease Prevention and Control (ECDC), Stockholm, Sweden
| | - Susan A Cowan
- Infectious Disease Epidemiology & Prevention, Statens Serum Institut, Copenhagen, Denmark
| | - Jens Nielsen
- Infectious Disease Epidemiology & Prevention, Statens Serum Institut, Copenhagen, Denmark
| | - Thea K Fischer
- Virus & Microbiological Special Diagnostics, Statens Serum Institut, Copenhagen, Denmark
| | - Jannik Fonager
- Virus & Microbiological Special Diagnostics, Statens Serum Institut, Copenhagen, Denmark
| |
Collapse
|
4
|
Aldous AM, Castel AD, Parenti DM. Prevalence and trends in transmitted and acquired antiretroviral drug resistance, Washington, DC, 1999-2014. BMC Res Notes 2017; 10:474. [PMID: 28893321 PMCID: PMC5594524 DOI: 10.1186/s13104-017-2764-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 08/31/2017] [Indexed: 11/29/2022] Open
Abstract
Background Drug resistance limits options for antiretroviral therapy (ART) and results in poorer health outcomes among HIV-infected persons. We sought to characterize resistance patterns and to identify predictors of resistance in Washington, DC. Methods We analyzed resistance in the DC Cohort, a longitudinal study of HIV-infected persons in care in Washington, DC. We measured cumulative drug resistance (CDR) among participants with any genotype between 1999 and 2014 (n = 3411), transmitted drug resistance (TDR) in ART-naïve persons (n = 1503), and acquired drug resistance (ADR) in persons with genotypes before and after ART initiation (n = 309). Using logistic regression, we assessed associations between patient characteristics and transmitted resistance to any antiretroviral. Results Prevalence of TDR was 20.5%, of ADR 40.5%, and of CDR 45.1% in the respective analysis groups. From 2004 to 2013, TDR prevalence decreased for nucleoside and nucleotide analogue reverse transcriptase inhibitors (15.0 to 5.5%; p = 0.0003) and increased for integrase strand transfer inhibitors (INSTIs) (0.0–1.4%; p = 0.04). In multivariable analysis, TDR was not associated with age, race/ethnicity, HIV risk group, or years from HIV diagnosis. Conclusions In this urban cohort of HIV-infected persons, almost half of participants tested had evidence of CDR; and resistance to INSTIs was increasing. If this trend continues, inclusion of the integrase-encoding region in baseline genotype testing should be strongly considered.
Collapse
Affiliation(s)
- Annette M Aldous
- Department of Epidemiology and Biostatistics, The George Washington University, Milken Institute School of Public Health, Washington, DC, 20037, USA
| | - Amanda D Castel
- Department of Epidemiology and Biostatistics, The George Washington University, Milken Institute School of Public Health, Washington, DC, 20037, USA
| | - David M Parenti
- Division of Infectious Diseases, The George Washington University School of Medicine, 2150 Pennsylvania Avenue, NW, Washington, DC, USA.
| | | |
Collapse
|
5
|
Gorbach PM, Javanbakht M, Bornfleth L, Bolan RK, Lewis Blum M. Drug resistant HIV: Behaviors and characteristics among Los Angeles men who have sex with men with new HIV diagnosis. PLoS One 2017; 12:e0173892. [PMID: 28333950 PMCID: PMC5363913 DOI: 10.1371/journal.pone.0173892] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Accepted: 02/28/2017] [Indexed: 11/18/2022] Open
Abstract
Epidemiology of drug resistant HIV has focused on trends and less attention has been given to identification of factors, especially behaviors including substance use, in acquisition of drug-resistant HIV. From 2009 to 2012 The Metromates Study enrolled and followed for one year men who have sex with men (MSM) seeking testing for HIV in a community clinic in Los Angeles assessing those testing positive for acute and recent HIV infection. Behavioral data were collected via Computer-Assisted Self-Interview from 125 classified as newly HIV infected and 91 as chronically infected (newly HIV-diagnosed); specimens were available and viable for resistance testing for 154 of the 216 HIV positives with new diagnoses. In this community clinic we found prevalence of resistance among MSM with new HIV-diagnosis was 19.5% (n = 30/154) with no difference by recency of HIV infection. Sexual partnership characteristics were associated with resistance; those who reported transgendered sex partners had a higher prevalence of resistance as compared to those who did not report transgendered sex partners (40% vs. 17%; p value = 0.04), while those who reported having a main partner had a lower prevalence of drug resistance (12% vs. 24%; p value = 0.07). In multivariable analyses adjusting for HIV recency and antiviral use, reporting a main partner decreased odds [adjusted odds ratio (AOR) 0.34; 95% confidence interval (CI) 0.13-0.87], reporting a transgendered partnered increased odds (AOR = 3.37; 95% CI 0.95-12.43); and being African American increased odds of drug resistance (AOR = 5.63, 95%CI 1.41-22.38). This suggests African American MSM and TG individuals in Los Angeles represent pockets of exceptional risk that will require special approaches to prevention and care to enhance their own health and reduce their likelihood to support transmission of drug resistance in the US.
Collapse
Affiliation(s)
- Pamina M. Gorbach
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, United States of America
- Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA, United States of America
- * E-mail:
| | - Marjan Javanbakht
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, United States of America
| | - Lorelei Bornfleth
- Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA, United States of America
| | - Robert K. Bolan
- The Los Angeles Gay, Lesbian and Transgender Health Center, Los Angeles, CA, United States of America
| | - Martha Lewis Blum
- Department of Medicine, Community Hospital of the Monterey Peninsula, Monterey County, Department of Public Health, Monterey, CA, United States of America
| |
Collapse
|
6
|
Phylogenetic Investigation of a Statewide HIV-1 Epidemic Reveals Ongoing and Active Transmission Networks Among Men Who Have Sex With Men. J Acquir Immune Defic Syndr 2016; 70:428-35. [PMID: 26258569 DOI: 10.1097/qai.0000000000000786] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND Molecular epidemiological evaluation of HIV-1 transmission networks can elucidate behavioral components of transmission that can be targets for intervention. METHODS We combined phylogenetic and statistical approaches using pol sequences from patients diagnosed between 2004 and 2011 at a large HIV center in Rhode Island, following 75% of the state's HIV population. Phylogenetic trees were constructed using maximum likelihood, and putative transmission clusters were evaluated using latent class analyses to determine association of cluster size with underlying demographic/behavioral characteristics. A logistic growth model was used to assess intracluster dynamics over time and predict "active" clusters that were more likely to harbor undiagnosed infections. RESULTS Of the 1166 HIV-1 subtype B sequences, 31% were distributed among 114 statistically supported, monophyletic clusters (range: 2-15 sequences/cluster). Sequences from men who have sex with men (MSM) formed 52% of clusters. Latent class analyses demonstrated that sequences from recently diagnosed (2008-2011) MSM with primary HIV infection (PHI) and other sexually transmitted infections (STIs) were more likely to form larger clusters (odds ratio: 1.62-11.25, P < 0.01). MSM in clusters were more likely to have anonymous partners and meet partners at sex clubs and pornographic stores. Four large clusters with 38 sequences (100% male, 89% MSM) had a high probability of harboring undiagnosed infections and included younger MSM with PHI and STIs. CONCLUSIONS In this first large-scale molecular epidemiological investigation of HIV-1 transmission in New England, sexual networks among recently diagnosed MSM with PHI and concomitant STIs contributed to the ongoing transmission. Characterization of transmission dynamics revealed actively growing clusters, which may be targets for intervention.
Collapse
|
7
|
Matthew JS, Virginia LK, David MP. Human immunodeficiency virus (HIV) in Washington, D.C.: Prevalence of antiretroviral resistance in treatment nave patients from 2007 to 2010. ACTA ACUST UNITED AC 2015. [DOI: 10.5897/jahr2015.0327] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
|
8
|
Lesko CR, Cole SR, Zinski A, Poole C, Mugavero MJ. A Systematic Review and Meta-regression of Temporal Trends in Adult CD4+ Cell Count at Presentation to HIV Care, 1992-2011. Clin Infect Dis 2013; 57:1027-37. [DOI: 10.1093/cid/cit421] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
|
9
|
Descamps D, Assoumou L, Chaix ML, Chaillon A, Pakianather S, de Rougemont A, Storto A, Dos Santos G, Krivine A, Delaugerre C, Montes B, Izopet J, Charpentier C, Wirden M, Maillard A, Morand-Joubert L, Pallier C, Plantier JC, Guinard J, Tamalet C, Cottalorda J, Marcelin AG, Desbois D, Henquell C, Calvez V, Brun-Vezinet F, Masquelier B, Costagliola D, Lagier E, Roussel C, Le Guillou-Guillemette H, Alloui C, Bettinger D, Anies G, Reigadas S, Bellecave P, Pinson-Recordon P, Fleury H, Masquelier B, Vallet S, Leroux M, Dina J, Vabret A, Poveda JD, Mirand A, Henquell C, Bouvier-Alias M, Noel C, De Rougemont A, Dos Santos G, Yerly S, Gaille C, Caveng W, Chapalay S, Calmy A, Signori-Schmuck A, Morand P, Pallier C, Bocket L, Mouna L, Ranger-Rogez S, Andre P, Tardy JC, Trabaud MA, Tamalet C, Delamare C, Montes B, Schvoerer E, Andre-Garnier E, Ferre V, Cottalorda J, Guigon A, Guinard J, Descamps D, Charpentier C, Peytavin G, Brun-Vezinet F, Haim-Boukobza S, Roques AM, Soulie C, Lambert-Niclot S, Malet I, Wirden M, Fourati S, Marcelin AG, Calvez V, Flandre P, Assoumou L, Costagliola D, Morand-Joubert L, Delaugerre C, Schneider V, Amiel C, Giraudeau G, Maillard A, Plantier JC, Fafi-Kremer S, Schmitt MP, Raymond S, Izopet J, Chaillon A, Barin F, Marque Juillet S. National sentinel surveillance of transmitted drug resistance in antiretroviral-naive chronically HIV-infected patients in France over a decade: 2001-2011. J Antimicrob Chemother 2013; 68:2626-31. [DOI: 10.1093/jac/dkt238] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
|
10
|
Burchell AN, Bayoumi AM, Rourke SB, Major C, Gardner S, Sandstrom P, Rachlis A, Taylor D, Mazzulli T, Fisher M, Brooks J. Increase in transmitted HIV drug resistance among persons undergoing genotypic resistance testing in Ontario, Canada, 2002-09. J Antimicrob Chemother 2012; 67:2755-65. [PMID: 22833637 DOI: 10.1093/jac/dks287] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVES To characterize persons undergoing HIV genotypic resistance testing (GRT) while treatment naive and to estimate the prevalence of transmitted HIV drug resistance (TDR) among HIV-positive outpatients in Ontario, Canada. METHODS We analysed data from a multi-site cohort of persons receiving HIV care. Data were obtained from medical chart abstractions, interviews and record linkage with the Public Health Laboratories, Public Health Ontario. The analysis was restricted to 626 treatment-naive persons diagnosed in 2002-09. TDR mutations were identified using the calibrated population resistance tool. We used descriptive statistics and regression methods to characterize treatment-naive GRT test uptake and patterns of TDR. RESULTS Overall, 53.2% (333/626) of participants had baseline GRT. The proportion increased with year of HIV diagnosis from 30.0% in 2002 to 82.6% in 2009 (P < 0.0001). Among those tested, 13.6% (CI 9.9-17.3%) had one or more drug resistance mutations, and 8.8% (CI 5.7-11.8%), 4.8% (CI 2.5-7.2%) and 2.7% (CI 1.0-4.5%) had mutations conferring resistance to nucleoside/tide reverse transcriptase inhibitors (NRTIs), non-nucleoside reverse transcriptase inhibitors (NNRTIs) and protease inhibitors (PIs), respectively. TDR prevalence increased from 2002-07 to 2008-09 (adjusted OR 3.7, 95% CI 1.7-8.2), driven by a higher proportion with NRTI (18.2% versus 5.9%, P = 0.0009) and NNRTI mutations (11.7% versus 2.8%, P = 0.004) in the later time period. PI TDR remained unchanged. CONCLUSIONS Baseline GRT increased dramatically since 2002, but remains below 100%. The prevalence of overall TDR tripled due to increases in NRTI and NNRTI mutations. These findings highlight the value of routine baseline GRT for TDR surveillance and patient care.
Collapse
|
11
|
de Voux A, Spaulding AC, Beckwith C, Avery A, Williams C, Messina LC, Ball S, Altice FL. Early identification of HIV: empirical support for jail-based screening. PLoS One 2012; 7:e37603. [PMID: 22662177 PMCID: PMC3360747 DOI: 10.1371/journal.pone.0037603] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2011] [Accepted: 04/23/2012] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Although routine HIV testing is recommended for jails, little empirical data exist describing newly diagnosed individuals in this setting. METHODS Client-level data (CLD) are available on a subset of individuals served in EnhanceLink, for the nine of the 10 sites who enrolled newly diagnosed persons in the client level evaluation. In addition to information about time of diagnosis, we analyzed data on initial CD4 count, use of antiretroviral therapy (ART), and linkage to care post discharge. Baseline data from newly diagnosed persons were compared to data from persons whose diagnoses predated jail admission. RESULTS CLD were available for 58 newly diagnosed and 708 previously diagnosed individuals enrolled between 9/08 and 3/11. Those newly diagnosed had a significantly younger median age (34 years) when compared to those previously diagnosed (41 years). In the 30 days prior to incarceration, 11% of those newly diagnosed reported injection drug use and 29% reported unprotected anal intercourse. Median CD4 count at diagnosis was 432 cells/mL (range: 22-1,453 cells/mL). A minority (21%, N = 12) of new diagnoses started antiretroviral treatment (ART) before release; 74% have evidence of linkage to community services. CONCLUSION Preliminary results from a cross-sectional analysis of this cohort suggest testing in jails finds individuals early on in disease progression. Most HIV(+) detainees did not start ART in jail; therefore screening may not increase pharmacy costs for jails. Detainees newly diagnosed with HIV in jails can be effectively linked to community resources. Jail-based HIV testing should be a cornerstone of "test and treat" strategies.
Collapse
Affiliation(s)
- Alex de Voux
- Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| | - Anne C. Spaulding
- Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| | - Curt Beckwith
- Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Ann Avery
- Case Western Reserve University School of Medicine, Cleveland, Ohio, United States of America
| | - Chyvette Williams
- School of Public Health, University of Illinois, Chicago, Illinois, United States of America
| | - Lauren C. Messina
- Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| | - Sarah Ball
- Abt Associates Inc., Cambridge, Massachusetts, United States of America
| | - Frederick L. Altice
- Section of Infectious Diseases, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Division of Epidemiology of Microbial Diseases, Yale University School of Public Health, New Haven, Connecticut, United States of America
| |
Collapse
|