Showing posts with label HIV Risk. Show all posts
Showing posts with label HIV Risk. Show all posts

Sunday, June 19, 2016

What role does transactional sex play in the HIV/STI and reproductive health risk behaviour among high-tier entertainment centre workers in China?

China's rapid economic growth over the last three decades has led to increased population wealth and the proliferation of entertainment centres where people can conduct business, relax and meet new people. Little is known about the sexual risk behaviours of employees at high-tier entertainment centres. 

This paper addresses this gap in knowledge by comparing HIV risk perception and sexual and reproductive health behaviours among female and male employees at three high-tier entertainment centres in two cities in China, comparing those who report a history of transactional sex to those who do not. 

In both cities, participants who reported a history of transactional sex were more likely than those without a history of transactional sex to report multiple sexual partnerships, more lifetime sexual partners, a history of sexually transmitted infections (STIs), having anal sex and/or recent abortions, and were more likely to perceive themselves to be at risk for STIs/HIV. However, risk behaviour was also high among those with no history of transactional sex. 

These findings highlight the need for targeted sexual and reproductive health initiatives for employees in these work settings.

Purchase full article at:  http://goo.gl/ifrptC

1 HIV Center for Clinical and Behavioral Studies , New York State Psychiatric Institute and Columbia University , New York , NY , USA.
Glob Public Health. 2015;10(8):947-67. doi: 10.1080/17441692.2015.1045918.
  





Saturday, June 18, 2016

Micro-level social and structural factors act synergistically to increase HIV risk among Nepalese female sex workers

OBJECTIVES:
Sex workers face stigma, discrimination and violence across the globe and are almost 14 times more likely to be HIV infected than other women in low-and middle income countries. In Asia, condom campaigns at brothels have been effective in some settings, but for preventive interventions it is important to understand micro-level social and structural factors that influence sexual behaviors of sex workers to be sustainable. This study assesses the syndemic effects of micro-level social and structural factors of unprotected sex and the prevalence of HIV among female sex workers in Nepal.

METHODS:
This quantitative study included 610 female sex workers that were recruited using two-stage cluster sampling from September to November 2012 in 22 Terai highway districts of Nepal. Rapid HIV tests and face-to-face interviews were conducted to collect biological and behavioral information. A count of physical (sexual violence and other undesirable events), social (poor social support and condom negotiation skills) and economic (unprotected sex to make more money) factors that operate at the micro-level was calculated to test the additive relationship to unprotected sex.

RESULTS:
The HIV prevalence was 1% and this is presumably representative with a large sample of female sex workers in Nepal. The prevalence of unprotected sex with client was high (24%). For each additional adverse physical, social and economic condition, the probability of non-use of condoms with clients increased substantially: 1 problem=12%, p-value 0.005; 2 problems=19%, p-value <0.001; 3-5 problems= 38%, p-value <0.001.

CONCLUSIONS:
Interactions between two or more adverse conditions linked to physical, social and economic environment increased the risk of unprotected sex among Nepalese female sex workers.

Purchase full article at:   http://goo.gl/sza5PI

1Public Health and Environment Research Center, Kathmandu, Nepal; Department of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden. Electronic address: deuba4k@gmail.com.
2Department of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden.
3Department of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden; Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden.
4FHI360, Kathmandu, Nepal.
5Centre for International Health, University of Bergen, Bergen, Norway.
6Department of Public Health, Nobel College, Pokhara University, Kathmandu, Nepal.
Int J Infect Dis. 2016 Jun 13. pii: S1201-9712(16)31091-8. doi: 10.1016/j.ijid.2016.06.007. [Epub ahead of print]
  



Tuesday, June 14, 2016

Gender-based violence against female sex workers in Cameroon: Prevalence and associations with sexual HIV risk and access to health services and justice

Abstract
BACKGROUND/OBJECTIVES:
Female sex workers (FSWs) are at risk for HIV and physical and sexual gender-based violence (GBV). We describe the prevalence of lifetime GBV and its associations with HIV risk behaviour, access to health services and barriers in accessing justice among FSWs in Cameroon.

METHODS:
FSWs (n=1817) were recruited for a cross-sectional study through snowball sampling in seven cities in Cameroon. We examined associations of lifetime GBV with key outcomes via adjusted logistic regression models.

RESULTS:
Overall, 60% (1098/1817) had experienced physical or sexual violence in their lifetime. GBV was associated with inconsistent condom use with clients (adjusted OR (AOR) 1.49, 95% CI 1.18 to 1.87), being offered more money for condomless sex (AOR 2.09, 95% CI 1.56 to 2.79), having had a condom slip or break (AOR 1.53, 95% CI 1.25 to 1.87) and difficulty suggesting condoms with non-paying partners (AOR 1.47, 95% CI 1.16 to 1.87). Violence was also associated with fear of health services (AOR 2.25, 95% CI 1.61 to 3.16) and mistreatment in a health centre (AOR 1.66, 95% CI 1.01 to 2.73). Access to justice was constrained for FSWs with a GBV history, specifically feeling that police did not protect them (AOR 1.41, 95% CI 1.12 to 1.78).

DISCUSSION:
Among FSWs in Cameroon, violence is prevalent and undermines HIV prevention and access to healthcare and justice. Violence is highly relevant to FSWs' ability to successfully negotiate condom use and engage in healthcare. In this setting of criminalised sex work, an integrated, multisectoral GBV-HIV strategy that attends to structural risk is needed to enhance safety, HIV prevention and access to care and justice.

Purchase full article at:  http://goo.gl/YZY1Uk

1Department of Population, Family & Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA Center for Public Health & Human Rights, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
2Center for Public Health & Human Rights, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
3Comité national de lutte contre le sida (CNLS), Ministère de la Sante Publique (MINSANTE), Yaoundé, Cameroon.
4PEPFAR DSF Ministère de la Sante Publique (MINSANTE), Yaoundé, Cameroon.
5Global Viral, Yaoundé, Cameroon Mosaic, Yaoundé, Cameroon.
6Global Viral, Yaoundé, Cameroon.
Sex Transm Infect. 2016 Jun 8. pii: sextrans-2015-052463. doi: 10.1136/sextrans-2015-052463. [Epub ahead of print]


Sunday, June 12, 2016

Relationship between Community Collectivization and Financial Vulnerability of Female Sex Workers in Southern India

Introduction
Studies exploring the linkages between financial vulnerabilities and community collectivization of female sex workers (FSWs) are scarce in India despite having potential policy implications. To fill this gap in the literature, this study attempts to understand the financial vulnerabilities among FSWs and assess the relationship between community collectivization and financial vulnerabilities in southern India.

Data and Methods
Data were drawn from a cross-sectional, behavioral tracking survey (BTS)—2014, conducted among FSWs (N = 2400) in Andhra Pradesh, a southern state of India under the Avahan-India AIDS initiative program. Adjusted odds ratios (AOR) and their 95% confidence intervals (CI) were estimated through multivariate logistic regression, to assess the independent relationships of the degree of community collectivization indicators with financial vulnerability indicators, adjusting for socio-demographic characteristics.

Results
Most FSWs (87%) reported having either one or more financial vulnerability and nearly one-fifth had a high financial vulnerability. The risk of facing financial vulnerability was significantly lower among FSWs with a high degree of perceived collective efficacy (15% vs 31%; AOR: 0.4; 95% CI: 0.3–0.5) and collective agency (4% vs 21%; AOR: 0.2; 95% CI: 0.1–0.3) as compared to their respective counterparts, after controlling for their individual socio-demographic characteristics. FSWs with a high degree of collective efficacy are also less likely to report different components of financial vulnerability (e.g. income, saving, expenditure, and debt).

Conclusion
This study finding suggests that community-led interventions such as improving collectivization are promising strategies to address financial vulnerabilities and a path to a sustainable reduction of HIV risk. This study calls for further evidence-based research and measurement of the effects of community-led approaches in addressing the financial vulnerabilities of the key population at risk for HIV.

Below:  Distribution of levels of community collectivization indicators among female sex workers (N = 2400) in Andhra Pradesh, India, 2014



Full article at:   http://goo.gl/wKNO0F

Shira M Goldenberg, Editor
1HIV and AIDS Program, Population Council, 142, Golf Links, New Delhi, India
2India HIV/AIDS Alliance, Sarovar Center, Secretariat Road, Hyderabad, India
3Population Council, New York, United States of America
4Bill and Melinda Gates Foundation, New Delhi, India
Simon Fraser University, Canada
Published online 2016 May 26. doi:  10.1371/journal.pone.0156060




Thursday, April 21, 2016

Prevalence & Correlates of Transactional Sex among an Urban Emergency Department Sample: Exploring Substance Use & HIV Risk

Men and women involved in transactional sex (TS) report increased rates of HIV risk behaviors and substance use problems as compared with the general population. When people engaged in TS seek health care, they may be more likely to utilize the emergency department (ED) rather than primary care services. 

Our goal was to examine the prevalence and correlates of TS involvement among an ED sample of men and women. Adults ages 18-60 were recruited from an urban ED, as part of a larger randomized control trial. Participants (n = 4,575; 3,045 women, 1,530 men) self-administered a screening survey that assessed past 3-month substance use (including alcohol, marijuana, illicit drugs, and prescription drugs) and HIV risk behaviors, including TS (i.e., being paid in exchange of a sexual behavior), inconsistent condom use, multiple partners, and anal sex. 

Of the sample, 13.3% (n = 610) reported TS within the past 3 months (64.4% were female). Bivariate analysis showed TS was significantly positively associated with alcohol use severity, marijuana use, and both illicit and prescription drug use, and multiple HIV risk behaviors. These variables (except marijuana) remained significantly positively associated with TS in a binary logistic regression analysis. 

The prevalence of recent TS involvement among both male and female ED patients is substantial. These individuals were more likely to report higher levels of alcohol/drug use and HIV risk behaviors. 

The ED may be a prime location to engage both men and women who are involved in TS in behavioral interventions for substance use and sexual risk reduction.

Purchase full article at:   http://goo.gl/ZvIWgU

  • 1The Substance Abuse Research Center, University of Michigan.
  • 2Department of Psychiatry, University of Michigan. 
  •  2014 Jun;28(2):625-30. doi: 10.1037/a0035417.



Tuesday, April 19, 2016

HIV Prevalence and Risks Associated with HIV Infection among Transgender Individuals in Cambodia

INTRODUCTION:
Recognizing transgender individuals have a high risk of HIV acquisition, and to inform policies and programming, we conducted an HIV prevalence and risk behaviors survey among transgender individuals in Cambodia.

METHODS:
Cross-sectional survey using a respondent driven sampling method with self-administered audio-computer assisted interviews. HIV testing was performed prior to the questionnaire with results available immediately after. Eligible participants were ≥18 years, identified as male at birth and self-identified/expressed as a different gender, and reported having sex with at least one male partner in past year. From six major urban centers of Cambodia, 891 transgender individuals were recruited.

RESULTS:
The majority of the 891 participants self-identified as third gender or female (94.5%), were young (median age 23, IQR [20-27]), had secondary education or higher (80.5%), not married (89.7%), and employed (90.2%). The majority had first sex before 18 years (66.8%), with a male (79.9%), 37.9% having been paid or paying for this first sex. The rate of HIV positivity among participants was found to be 4.15%. Consistent condom use with male and female partners was low with all partner types, but particularly low with male partners when paying for sex (20.3%). The majority of participants reported having experienced discrimination in their lifetime (54.8%) and 30.3% had been assaulted. Multivariate analysis revealed that older age (adjusted OR = 14.73 [4.20, 51.67] for age 35-44 and adjusted OR = 7.63 [2.55, 22.81] for age 30-34), only having a primary school education or no schooling at all (adjusted OR = 2.62 [1.18, 5.80], being a resident of Siem Reap (adjusted OR = 7.44 [2.37,23.29], receiving payment at first sex (adjusted OR = 2.26 [1.00, 5.11], having sex during/after using drugs (adjusted OR = 2.90 [1.09,7.73]), inconsistent condom use during last anal sex (adjusted OR = 3.84 [1.58, 9.33]), and reporting low self-esteem (adjusted OR = 3.25 [1.35,7.85]) were independently associated with HIV infection.

Below:  A. Condom use with partners during past 6 months by sex transaction type, with female partners. B. Condom use with partners during past 6 months by sex transaction type, with male partners.



CONCLUSIONS:
This study confirms transgender individuals as one of the highest-risk groups for HIV infection in Cambodia. It suggests the need for programmatic strategies that mitigate identified associated risks and facilitate access to HIV care for this population.

Full article at:   http://goo.gl/MDR3Ih

  • 1FHI 360, Phnom Penh, Cambodia.
  • 2National Center for HIV/AIDS, Dermatology and Sexually Transmitted Diseases, (NCHADS) and University of Health Science, Phnom Penh, Cambodia.
  • 3FHI 360, Bangkok, Thailand. 



Thursday, April 7, 2016

Predictors of Perceived Male Partner Concurrency among Women at Risk for HIV & STI Acquisition in Durban, South Africa

Background
Women in sub-Saharan Africa continue to be at greater risk for HIV acquisition than men. Concurrency, viz. multiple sexual partnerships that overlap over time, has been studied as a possible risk factor for HIV transmission. The aim of this study was to identify predictors of perceived male partner concurrency among sexually active, HIV negative women.

Methods
Socio-demographic and behavioural data from women enrolled in a biomedical HIV prevention clinical trial were assessed in relation to perceived male partner concurrency using the Chi squared test. Univariate and multivariate logistic regression was performed to assess the independent predictors of perceived male partner concurrency. Kaplan–Meier survival estimates were obtained for HIV and STI incidence in relation to male partner concurrency. A Cox Proportional Hazards model was used to assess the association between perceived male partner concurrency and HIV and STI incidence.

Results
The results revealed that 29 % of women reported their male partners to be in concurrent sexual relationships, 22 % reported partners that were not engaging in concurrency, whilst 49 % reported not knowing their partners concurrency status. Older women, having never married, experiencing economic abuse, and women reporting individual concurrency, were found to be significant predictors of perceived male partner concurrency in the studied population. Perceived male partner concurrency was not found to be a significantly associated with incident HIV and STI infections in this analysis.

Conclusions
The study provides insight into predictors of perceived male partner concurrency among women at high risk for STI and HIV acquisition. These results may inform the design of behavioural and biomedical interventions, to address the role of multiple sexual partnerships in HIV prevention.

Below:  Kaplan-Meier survival curve for HIV incidence versus partner concurrency status, among a cohort of women in Durban, South Africa



Below:  Kaplan-Meier survival curve for STI incidence versus partner concurrency status, among a cohort of women in Durban, South Africa



Full article at:   http://goo.gl/PHHOQV

HIV Prevention Research Unit, South African Medical Research Council, Durban, South Africa
The Kirby Institute, University of New South Wales, Sydney, Australia
Zakir Gaffoor, Phone: + (27)-31 242 3600
AIDS Res Ther. 2016; 13: 14. Published online 2016 Mar 8. doi:  10.1186/s12981-016-0098-7




Monday, April 4, 2016

Depression & HIV Risk among Men Who Have Sex with Men in Tanzania

Studies have shown high rates of depression among men who have sex with men (MSM) in developed countries. Studies have also shown association between depression and HIV risk among MSM. However, very little research has been done on depression among African MSM. 

We assessed depression and HIV risk among a sample of MSM in Tanzania. We reviewed data on 205 MSM who were recruited from two Tanzanian cities using the respondent driven sampling method. Demographic and behavioral data were collected using a structured questionnaire. HIV and sexually transmitted infections data were determined from biological tests. Depression scores were assessed using the Patient Health Questionnaire (PHQ-9). For the analysis, depression scores were dichotomized as depressed (PHQ > 4) and not depressed (PHQ ≤ 4). Bivariate and multivariable Poisson regression analyses were conducted to assess factors associated with depression. 

The prevalence of depression in the sample was 46.3%. The mean (±SD) age of the sample was 25 (±5) years. In bivariate analysis, depression was associated with self-identifying as gay (p = .001), being HIV positive (p < .001: <8% of MSM knew they were HIV infected) and having a high number of sexual partners in the last 6 months (p = .001). 

Depression was also associated with sexual (p = .007), physical (p = .003) and verbal (p < .001) abuse. In the Poisson regression analysis, depression was associated with verbal abuse (APR = 1.91, CI = 1.30-2.81). Depression rates were high among MSM in Tanzania. It is also associated with abuse, HIV and HIV risk behaviors. Thus, reducing the risk of depression may be helpful in reducing the risk of HIV among MSM in Africa. 

We recommend the colocation of mental health and HIV preventive services as a cost-effective means of addressing both depression and HIV risk among MSM in Africa.

Purchase full article at:   http://goo.gl/nBrSkE

  • 1 Department of Epidemiology, Human Genetics and Environmental Sciences , The University of Texas School of Public Health , Houston , TX , USA.
  • 2 Department of Family Medicine and Community Health , University of Minnesota , Minneapolis , MN , USA.
  • 3 Department of Sociology and Anthropology , University of Dar es Salaam , Dar es Salaam , Tanzania.
  • 4 Department of Management, Policy and Community Health , The University of Texas School of Public Health , Houston , TX , USA.
  • 5 Department of Psychiatry , Muhimbili University of Health Sciences , Dar es Salaam , Tanzania.
  • 6 Department of Health Promotion and Behavioral Sciences , The University of Texas School of Public Health , Houston , TX , USA
  •  2016 Mar;28 Suppl 1:140-7. doi: 10.1080/09540121.2016.1146207. 



Wednesday, March 30, 2016

Socioeconomic Disconnection as a Risk Factor for Increased HIV Infection in Young Men Who Have Sex with Men

PURPOSE:
HIV disproportionately affects young men who have sex with men (YMSM), particularly black YMSM. Increasingly, researchers are turning to social, economic, and structural factors to explain these disproportionate rates. In this study, we explore the relationship between socioeconomic disconnection and HIV status and factors related to HIV infection, including drug use, condomless anal sex, and binge drinking. We operationalize socioeconomic disconnection in this young population as lack of engagement in educational and employment opportunities.

METHODS:
Baseline data were analyzed from a longitudinal cohort study of YMSM aged 16-20 years recruited from the Chicago area (N = 450). Bivariate analyses of the association of socioeconomic disconnection and HIV-positive status, drug and alcohol use, and condomless anal sex were assessed using chi-square tests. The relationship of socioeconomic disconnection and HIV-positive status was then examined in multivariate logistic regression models, controlling for age and race/ethnicity and significant behavioral factors.

RESULTS:
Among study participants, 112 (25%) were not in school, 310 (69%) were not currently working, and 81 (18%) were neither in school nor working. Black MSM were more likely to be socioeconomically disconnected (neither in school nor working; n = 56, 23.3%). The results revealed that disconnected YMSM were more likely to binge drink (AOR = 2.34; 95% CI = 1.16, 4.74) and be HIV positive (AOR = 2.24; 95% CI = 1.04, 4.83). Subpopulation analysis for black participants revealed similar associations (AOR of binge drinking = 2.92; 95% CI = 1.07, 8.01; AOR of HIV positive = 2.38; 95% CI = 1.03, 5.51). Controlling for substance use, the association between disconnection and HIV-positive status remained significant (AOR = 2.37; 95% CI = 1.08, 5.20).

CONCLUSION:
Socioeconomic disconnection is significantly and positively associated with HIV status among YMSM, suggesting that the two factors are related. Socioeconomic factors present an important area for future research focusing on HIV infection in this high-risk group.

Purchase full article at:  http://goo.gl/2Xn2nb

  • 1 Division of Adolescent Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, Feinberg School of Medicine, Northwestern University , Chicago, Illinois.
  • 2 IMPACT Program, Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University , Chicago, Illinois. 
  • LGBT Health. 2016 Mar 22. 



Thursday, March 24, 2016

Promotion of Latina Health: Intersectionality of IPV and Risk for HIV/AIDS

Latina women in the United States are vulnerable to two intersecting public health concerns: intimate partner violence (IPV) and subsequent risk for HIV/AIDS infection. Examination of the cultural and contextual life factors of this understudied population is crucial to developing culturally relevant HIV interventions. 

Focus groups with Latinas (15 monolingual; 10 bilingual) who have experienced IPV were conducted. Monolingual and bilingual Latinas endorsed that they were concerned about HIV infection, naming partner infidelity and experiences of forced and coerced sex as primary reasons for their concern. However, monolingual participants had lower levels of HIV knowledge, spending much time discussing myths of HIV infection, whereas bilingual participants spent more time discussing specific prevention techniques, including challenges related to the violence in their relationships. 

These findings suggest that HIV/AIDS prevention programs for Latinas need to pay close attention to the different historical, contextual, and cultural experiences of this at-risk group of women.

Purchase full article at:   http://goo.gl/0F1vjZ

  • 1University of Texas at Austin School of Social Work, USA mrountree@mail.utexas.edu.
  • 2Con Mi Madre, Austin, TX, USA.
  • 3Arizona State University School of Social Work, Phoenix, USA. 
  •  2016 Apr;22(5):545-64. doi: 10.1177/1077801215607358. Epub 2015 Oct 14.



Wednesday, March 23, 2016

Brief Motivational Intervention to Reduce Alcohol and HIV/Sexual Risk Behavior in Emergency Department Patients

OBJECTIVE:
Given the prevalence of co-occurring risky sexual behavior and drinking among emergency department (ED) patients, we developed a motivational intervention (MI) to address both behaviors. This study tested efficacy of a single-session MI compared to brief advice (BA) for reducing heavy drinking and condomless sex in adult ED patients screening positive for both.

METHOD:
We randomized 372 patients to MI (n = 184) or BA (n = 188). Alcohol and sex risk outcomes were assessed over 9 months.

RESULTS:
Generalized estimating equations models analyzing 327 patients with follow-up data provided strong support for efficacy of this integrated alcohol and sex-risk MI. Compared to BA, and after controlling for baseline covariates, those in MI reported significantly fewer heavy drinking days, drinks per week, and were less likely to engage in excessive drinking over follow-up (all ps < .05). MI was also favored over BA for reducing sex risk. Compared to BA, those in MI reported significantly fewer days on which they engaged in condomless sex with casual partners, had lower odds of reporting any condomless sex with a casual partner, and reported fewer days of sex under the influence of alcohol/other drugs (all ps < .05).

CONCLUSION:
This innovative MI was acceptable, feasible, and successfully delivered in 2 community hospitals and thus shows great promise for scalability and dissemination into complex health settings where newly insured at-risk individuals are likely to seek care. 

Purchase full article at:   http://goo.gl/ai3Yxk





Tuesday, March 22, 2016

PrEP Adherence Patterns Strongly Impact Individual HIV Risk & Observed Efficacy in Randomized Clinical Trials

BACKGROUND:
Randomized controlled trials (RCT) suggest that the efficacy of tenofovir-based pre-exposure prophylaxis (PrEP) strongly depends on consistency of PrEP use. We explore how patterns of pill-taking and waning of PrEP protection may affect PrEP efficacy for HIV prevention.

METHODS:
A two-arm RCT was simulated by mathematical models assuming that prescribed daily doses were skipped periodically, randomly or in large blocks. Risk-driven adherence, in which PrEP was taken when sex was expected, was also investigated. Three temporal PrEP protection profiles were explored: long (5 days), intermediate (3 days) and short (24 hours). Modeling results were compared to the efficacy observed in completed RCTs.

RESULTS:
Expected PrEP efficacy was 60% with periodic, 50% with random and 34% with block adherence when PrEP had a long protection profile and pills were taken only 50% of the days. Risk-driven pill-taking resulted in 29% and 37% daily pills taken and efficacy of 43% and 51% for long protection. High PrEP efficacy comparable with that observed in Partners PrEP and CDC Botswana trials was simulated under long protection, high overall adherence and limited block pill-taking; the moderate efficacy observed in iPrEx and Bangkok trials was comparable with the 50% adherence scenarios under random pill-taking and long protection.

CONCLUSIONS:
Pill-taking patterns may have a substantial impact on the protection provided by PrEP even when the same numbers of pills are taken. When PrEP retains protection for longer than a day, pill-taking patterns can explain a broad range of efficacies observed in PrEP RCTs.

Purchase full article at:   http://goo.gl/ucgzmR

  • 1Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center and Department of Applied Mathematics, University of Washington, Seattle, Washington, USA 
  • 2 Sainte-Justine Research Centre, University of Montreal, Montreal, Quebec, Canada 
  • 3 Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center and Department of Global Health, University of Washington, Seattle, Washington, USA.
  •  2016 Mar 16.