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Chen H, Tao R, Wu L, Chen C, He J. Rapid antiretroviral therapy and treatment outcomes among people living with HIV: exploring the mediating roles of medication adherence. Front Public Health 2024; 12:1420609. [PMID: 39411493 PMCID: PMC11473383 DOI: 10.3389/fpubh.2024.1420609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 09/19/2024] [Indexed: 10/19/2024] Open
Abstract
Introduction The rapid initiation of antiretroviral therapy (ART) and its impact on treatment outcomes have been a subject of global public health interest. However, the precise mechanisms underlying the effects of rapid ART initiation remain unclear. Methods This retrospective cohort study examined data from 1846 HIV-infected individuals in Jiulongpo District, Chongqing, China, spanning from 2016 to 2022. Logistic regression models and serial mediation analysis were used to explore the influence of rapid ART initiation on treatment outcomes and the role of medication adherence as a mediating factor. Results The findings revealed a significant association between rapid ART initiation and reduced risk of viral failure (adjusted odds ratio [OR] = 0.320, 95% confidence interval [CI] = [0.161, 0.637]), as well as an increased likelihood of improved adherence (adjusted OR = 2.053, 95% CI = [1.226, 3.438]). Medication adherence was identified as a partial mediator in the relationship between rapid ART initiation and viral failure, explaining 10.5% of the total effect. Discussion In conclusion,rapid initiation of antiretroviral therapy was found to enhance treatment outcomes, emphasizing the importance of early adherence education. The study recommends early initiation of ART coupled with adherence education and psychological counseling for HIV-infected individuals.
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Affiliation(s)
| | | | | | | | - Jingchun He
- Center for Disease Control and Prevention of Jiulongpo District, Chongqing, China
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Wirtz AL, Poteat T, Borquez A, Linton S, Stevenson M, Case J, Brown C, Lint A, Miller M, Radix A, Althoff KN, Schneider JS, Haw JS, Wawrzyniak AJ, Rodriguez A, Cooney E, Humes E, Pontes C, Seopaul S, White C, Beyrer C, Reisner SL. Enhanced Cohort Methods for HIV Research and Epidemiology (ENCORE): Protocol for a Nationwide Hybrid Cohort for Transgender Women in the United States. JMIR Res Protoc 2024; 13:e59846. [PMID: 39190916 PMCID: PMC11387927 DOI: 10.2196/59846] [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] [Received: 04/23/2024] [Revised: 06/12/2024] [Accepted: 06/18/2024] [Indexed: 08/29/2024] Open
Abstract
BACKGROUND In the United States, transgender women are disproportionately impacted by HIV and prioritized in the national strategy to end the epidemic. Individual, interpersonal, and structural vulnerabilities underlie HIV acquisition among transgender women and fuel syndemic conditions, yet no nationwide cohort monitors their HIV and other health outcomes. OBJECTIVE Our objective is to develop a nationwide cohort to estimate HIV incidence, identify risk factors, and investigate syndemic conditions co-occurring with HIV vulnerability or acquisition among US transgender women. The study is informed by the Syndemics Framework and the Social Ecological Model, positing that stigma-related conditions are synergistically driven by shared multilevel vulnerabilities. METHODS To address logistical and cost challenges while minimizing technology barriers and research distrust, we aim to establish a novel, hybrid community hub-supported digital cohort (N=3000). The digital cohort is the backbone of the study and is enhanced by hubs strategically located across the United States for increased engagement and in-person support. Study participants are English or Spanish speakers, are aged ≥18 years, identify as transgender women or along the transfeminine spectrum, reside in 1 of the 50 states or Puerto Rico, and do not have HIV (laboratory confirmed). Participants are followed for 24 months, with semiannual assessments. These include a questionnaire and laboratory-based HIV testing using self-collected specimens. Using residential zip codes, person-level data will be merged with contextual geolocated data, including population health measures and economic, housing, and other social and structural factors. Analyses will (1) evaluate the contribution of hub support to the digital cohort using descriptive statistics; (2) estimate and characterize syndemic patterns among transgender women using latent class analysis; (3) examine the role of contextual factors in driving syndemics and HIV prevention over time using multilevel regression models; (4) estimate HIV incidence in transgender women and examine the effect of syndemics and contextual factors on HIV incidence using Poisson regression models; and (5) develop dynamic, compartmental models of multilevel combination HIV prevention interventions among transgender women to simulate their impact on HIV incidence through 2030. RESULTS Enrollment launched on March 15, 2023, with data collection phases occurring in spring and fall. As of February 24, 2024, a total of 3084 individuals were screened, and 996 (32.3%) met the inclusion criteria and enrolled into the cohort: 2.3% (23/996) enrolled at a hub, and 53.6% (534/996) enrolled through a community hub-supported strategy. Recruitment through purely digital methods contributed 61.5% (1895/3084) of those screened and 42.7% (425/996) of those enrolled in the cohort. CONCLUSIONS Study findings will inform the development of evidence-based interventions to reduce HIV acquisition and syndemic conditions among US transgender women and advance efforts to end the US HIV epidemic. Methodological findings will also have critical implications for the design of future innovative approaches to HIV research. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/59846.
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Affiliation(s)
- Andrea L Wirtz
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
- Department of Public Health Sciences, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Tonia Poteat
- Division of Healthcare in Adult Populations, Duke University School of Nursing, Durham, NC, United States
| | - Annick Borquez
- Division of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, CA, United States
| | - Sabriya Linton
- Department of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Megan Stevenson
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - James Case
- Johns Hopkins School of Nursing, Baltimore, MD, United States
| | - Carter Brown
- National Black Transgender Advocacy Coalition, Carrolton, TX, United States
| | - Arianna Lint
- Arianna's Center, Fort Lauderdale, FL, United States
| | - Marissa Miller
- Trans Solutions Research and Resource Center, Indianapolis, IN, United States
| | - Asa Radix
- Callen-Lorde Community Health Center, New York, NY, United States
| | - Keri N Althoff
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Jason S Schneider
- Division of General Internal Medicine, Department of Medicine, Emory University, Atlanta, GA, United States
| | - J Sonya Haw
- Division of Endocrinology, Metabolism and Lipids, Department of Medicine, Emory University, Atlanta, GA, United States
| | - Andrew J Wawrzyniak
- Department of Psychiatry and Behavioral Sciences, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Allan Rodriguez
- Division of Infectious Diseases, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Erin Cooney
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Elizabeth Humes
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Ceza Pontes
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Shannon Seopaul
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Camille White
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Chris Beyrer
- Duke Global Health Institute, Duke University, Durham, NC, United States
| | - Sari L Reisner
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MD, United States
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Christine PJ, Lodi S, Hsu HE, Bovell-Ammon B, Yan S, Bernson D, Novo P, Lee JD, Rotrosen J, Liebschutz J, Walley AY, Larochelle MR. Target trial emulation for comparative effectiveness research with observational data: Promise and challenges for studying medications for opioid use disorder. Addiction 2024; 119:1313-1321. [PMID: 38519819 PMCID: PMC11156545 DOI: 10.1111/add.16473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 02/09/2024] [Indexed: 03/25/2024]
Abstract
Medications for opioid use disorder (MOUD) increase retention in care and decrease mortality during active treatment; however, information about the comparative effectiveness of different forms of MOUD is sparse. Observational comparative effectiveness studies are subject to many types of bias; a robust framework to minimize bias would improve the quality of comparative effectiveness evidence. This paper discusses the use of target trial emulation as a framework to conduct comparative effectiveness studies of MOUD with administrative data. Using examples from our planned research project comparing buprenorphine-naloxone and extended-release naltrexone with respect to the rates of MOUD discontinuation, we provide a primer on the challenges and approaches to employing target trial emulation in the study of MOUD.
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Affiliation(s)
- Paul J. Christine
- Section of General Internal Medicine, Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
- Department of General Internal Medicine, Denver Health and Hospital Authority, Denver, CO, USA
| | - Sara Lodi
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Heather E. Hsu
- Department of Pediatrics, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Benjamin Bovell-Ammon
- Departments of Medicine and Healthcare Delivery and Population Sciences, Baystate Health and University of Massachusetts Chan Medical School - Baystate, Springfield, MA, USA
| | - Shapei Yan
- Section of General Internal Medicine, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Dana Bernson
- Department of Public Health, Commonwealth of Massachusetts, Boston, MA, USA
| | - Patricia Novo
- Department of Psychiatry, New York University Grossman School of Medicine, New York, NY, USA
| | - Joshua D. Lee
- Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA
| | - John Rotrosen
- Department of Psychiatry, New York University Grossman School of Medicine, New York, NY, USA
| | - Jane Liebschutz
- Division of General Internal Medicine, Center for Research on Health Care, Department of Medicine, University of Pittsburgh, UPMC, Pittsburgh, PA, USA
| | - Alexander Y. Walley
- Section of General Internal Medicine, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Public Health, Commonwealth of Massachusetts, Boston, MA, USA
| | - Marc R. Larochelle
- Section of General Internal Medicine, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
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Li Y, Liu H, Zhang S, Zhang Y, Wang H, Zhang H, Li X. Demographic and clinical factors correlated with clinical outcomes among people with HIV treated by antiretroviral therapy: a retrospective cohort study. BMC Infect Dis 2024; 24:514. [PMID: 38778273 PMCID: PMC11112820 DOI: 10.1186/s12879-024-09406-w] [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] [Received: 12/27/2023] [Accepted: 05/15/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND As is known, CD4 cell count is a significant parameter predicting HIV progression, opportunistic infections and death in HIV-infected individuals, as well was an important indicator for initiating antiretroviral therapy (ART). In China's National Free Antiretroviral Treatment Program, people with HIV (PWH) on ART can receive a CD4 count test at least once every six months. Importantly, the baseline CD4 count (before ART initiation) is significantly correlated with ART and even prognosis, but the influence of the peak CD4 cell count on ART and/or clinical outcomes is still unknown. METHODS A retrospective study was conducted among 7965 PWH who received ART from October 2003 to September 2022 at Yunnan Infectious Disease Hospital. Clinical features and laboratory data were collected and analyzed by Chi-square test, univariate and multivariate Cox regression analysis. After elimination of confounding variables, multivariate Cox regression analysis was performed to identify survival-related factors. RESULTS Of a total of 7965 PWH in the ART treatment cohort who met the inclusion and exclusion criteria, 7939 were finally included in the subsequent analyses. First, it was found that the proportion of clinical variables, including sex, age distribution, interval from diagnosis to ART initiation, marital status, and others, was significantly different between the living and dead groups (P < 0.05). Impressively, significantly more PWH had the higher level of baseline, peak and recent CD4 cell counts in the living group compared to those in the dead group. Due to multicollinearity effect, after excluding confounders, the following factors were found to be significantly associated with mortality by multivariate Cox regression analysis: (1) male sex (hazard ratio (HR) = 1.268 [1.032, 1.559]; P = 0.024); (2) time from HIV confirmation to ART initiation ≥ 6 months (HR = 1.962 [1.631, 2.360]; P < 0.001); (3) peak CD4 cell count: Peak CD4 < 100cells/µL group (HR = 16.093 [12.041, 21.508]; P < 0.001), 100cells/µL ≤ x < 200cells/µL group (HR = 7.904 [6.148, 10.160]; P < 0.001), 200cells/µL ≤ x < 350cells/µL group (HR = 3.166 [2.519, 3.980]; P < 0.001), 350cells/µL ≤ x < 500cells/µL group (HR = 1.668 [1.291, 2.155]; P < 0.001). CONCLUSION Interestingly, patients in male, time from HIV confirmation to ART initiation ≥ 6 months, or peak CD4 count < 500 cells/µl had inferior clinical outcomes, in other word, a lower peak CD4 cell count significantly increased the risk of death, and peak CD4 cell was independent in predicting the overall survival of PWH. It is important to promote "early diagnosis and treatment of HIV" and regularly monitor CD4 levels in HIV/AIDS to evaluate the efficacy of ART and immune reconstitution, and optimize the ART regimen in time to further reduce the mortality of PWH.
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Affiliation(s)
- Yuwei Li
- Beijing Chest Hospital, Capital Medical University, Fengtai District, Xitoutiao Road No. 10, Beijing, 100069, China
- Beijing Tuberculosis and Thoracic Tumor Research Institute, Tongzhou District, Machang Road No. 97, Beijing, 101199, China
| | - Hengli Liu
- Department of Infectious Diseases, Yunnan AIDS Care Center, Yunnan Infectious Disease Hospital, Shi'an Road 28 Kilo, Taiping Town, Kunming City, Anning, 650108, Yunnan Province, China
- School of Public Health, Dali University, Wanhua Road No. 22, Xiaguan Town, Dali City, Dali Prefecture , 671003, Yunnan Province, China
| | - Shuangmei Zhang
- Department of Infectious Diseases, Yunnan AIDS Care Center, Yunnan Infectious Disease Hospital, Shi'an Road 28 Kilo, Taiping Town, Kunming City, Anning, 650108, Yunnan Province, China
| | - Yanyun Zhang
- Department of Infectious Diseases, Yunnan AIDS Care Center, Yunnan Infectious Disease Hospital, Shi'an Road 28 Kilo, Taiping Town, Kunming City, Anning, 650108, Yunnan Province, China
| | - Haiyang Wang
- School of Public Health, Dali University, Wanhua Road No. 22, Xiaguan Town, Dali City, Dali Prefecture , 671003, Yunnan Province, China
| | - Huanhuan Zhang
- School of Public Health, Dali University, Wanhua Road No. 22, Xiaguan Town, Dali City, Dali Prefecture , 671003, Yunnan Province, China
| | - Xia Li
- Department of Infectious Diseases, Yunnan AIDS Care Center, Yunnan Infectious Disease Hospital, Shi'an Road 28 Kilo, Taiping Town, Kunming City, Anning, 650108, Yunnan Province, China.
- School of Public Health, Dali University, Wanhua Road No. 22, Xiaguan Town, Dali City, Dali Prefecture , 671003, Yunnan Province, China.
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Chiu YH, Wen L, McGrath S, Logan R, Dahabreh IJ, Hernán MA. Evaluating Model Specification When Using the Parametric G-Formula in the Presence of Censoring. Am J Epidemiol 2023; 192:1887-1895. [PMID: 37338985 PMCID: PMC11043789 DOI: 10.1093/aje/kwad143] [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] [Received: 04/14/2022] [Revised: 03/13/2023] [Accepted: 06/15/2023] [Indexed: 06/22/2023] Open
Abstract
The noniterative conditional expectation (NICE) parametric g-formula can be used to estimate the causal effect of sustained treatment strategies. In addition to identifiability conditions, the validity of the NICE parametric g-formula generally requires the correct specification of models for time-varying outcomes, treatments, and confounders at each follow-up time point. An informal approach for evaluating model specification is to compare the observed distributions of the outcome, treatments, and confounders with their parametric g-formula estimates under the "natural course." In the presence of loss to follow-up, however, the observed and natural-course risks can differ even if the identifiability conditions of the parametric g-formula hold and there is no model misspecification. Here, we describe 2 approaches for evaluating model specification when using the parametric g-formula in the presence of censoring: 1) comparing factual risks estimated by the g-formula with nonparametric Kaplan-Meier estimates and 2) comparing natural-course risks estimated by inverse probability weighting with those estimated by the g-formula. We also describe how to correctly compute natural-course estimates of time-varying covariate means when using a computationally efficient g-formula algorithm. We evaluate the proposed methods via simulation and implement them to estimate the effects of dietary interventions in 2 cohort studies.
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Affiliation(s)
- Yu-Han Chiu
- Correspondence to Dr. Yu-Han Chiu, Department of Public Health Sciences, College of Medicine, Pennsylvania State University, Hershey, PA 17033 (e-mail: )
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Ke S, Fang Q, Lan J, Qiao N, Zhang X, Xie C, Fan Y. Survival times of HIV/AIDS in different AIDS Diagnostic and Treatment Guidelines from 2006 to 2020 in Liuzhou, China. BMC Public Health 2023; 23:1745. [PMID: 37679721 PMCID: PMC10483872 DOI: 10.1186/s12889-023-15662-3] [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] [Received: 11/14/2022] [Accepted: 04/12/2023] [Indexed: 09/09/2023] Open
Abstract
BACKGROUND To compare the survival rates of four timing of treatment initiation for people living with HIV/AIDS provided in China in 2006, 2011, 2015, and 2018, and to investigate the factors impacting survival time. METHODS A people living with HIV/AIDS retrospective cohort study was in Liuzhou City from April 2006 to December 2020. The information was obtained from the National Comprehensive AIDS Prevention and Control Information System. Life tables and the Kaplan-Meier method were used to calculate participant survival rates and time. The univariate and multivariate Cox regression models were used to investigate the factors related to survival. RESULTS 18,543 participants were included in this study. In four periods, the 1-year survival rates were 81%, 87%, 95%, and 95%. The 2-year survival rates were 76%, 85%, 93%, and 94%. The 3-year survival rates were 73%, 84%, 92%, and 94%. Results of multivariate Cox regression showed that sex, age of HIV diagnosis, ethnicity, household registration, occupation, marital status, the timing of treatment, education level, route of HIV transmission, whether receiving antiretroviral therapy (ART), and the count of CD4+T cells at baseline (count of CD4+T cells at HIV diagnosis) were factors that are significantly correlated with mortality caused by HIV infection. CONCLUSIONS With the Guidelines updated from 2006 to 2020, the 1-, 2-, and 3-year survival rates of people living with HIV/AIDS in four periods tended to increase. The timing of treatment initiation of the updated edition of the AIDS Diagnostic and Treatment Guidelines (Guidelines) significantly prolonged the survival time of people living with HIV/AIDS.
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Affiliation(s)
- Susu Ke
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Quan Fang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Jianguo Lan
- Liuzhou Center for Disease Control and Prevention, 1 Tanzhongxi Road, Liuzhou, 545000, Guangxi Zhuang Autonomous Region, China
| | - Nini Qiao
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Xinhong Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Changping Xie
- Liuzhou Center for Disease Control and Prevention, 1 Tanzhongxi Road, Liuzhou, 545000, Guangxi Zhuang Autonomous Region, China.
| | - Yinguang Fan
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China.
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Lundgren JD, Babiker AG, Sharma S, Grund B, Phillips AN, Matthews G, Kan VL, Aagaard B, Abo I, Alston B, Arenas-Pinto A, Avihingsanon A, Badal-Faesen S, Brites C, Carey C, Casseb J, Clarke A, Collins S, Corbelli GM, Dao S, Denning ET, Emery S, Eriobu N, Florence E, Furrer H, Fätkenheuer G, Gerstoft J, Gisslén M, Goodall K, Henry K, Horban A, Hoy J, Hudson F, Azwa RISR, Kedem E, Kelleher A, Kityo C, Klingman K, Rosa AL, Leturque N, Lifson AR, Losso M, Lutaakome J, Madero JS, Mallon P, Mansinho K, Filali KME, Molina JM, Murray DD, Nagalingeswaran K, Nozza S, Ormaasen V, Paredes R, Peireira LC, Pillay S, Polizzotto MN, Raben D, Rieger A, Sanchez A, Schechter M, Sedlacek D, Staub T, Touloumi G, Turner M, Madruga JV, Vjecha M, Wolff M, Wood R, Zilmer K, Lane HC, Neaton JD. Long-Term Benefits from Early Antiretroviral Therapy Initiation in HIV Infection. NEJM EVIDENCE 2023; 2:10.1056/evidoa2200302. [PMID: 37213438 PMCID: PMC10194271 DOI: 10.1056/evidoa2200302] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
BACKGROUND For people with HIV and CD4+ counts >500 cells/mm3, early initiation of antiretroviral therapy (ART) reduces serious AIDS and serious non-AIDS (SNA) risk compared with deferral of treatment until CD4+ counts are <350 cells/mm3. Whether excess risk of AIDS and SNA persists once ART is initiated for those who defer treatment is uncertain. METHODS The Strategic Timing of AntiRetroviral Treatment (START) trial, as previously reported, randomly assigned 4684 ART-naive HIV-positive adults with CD4+ counts .500 cells/mm3 to immediate treatment initiation after random assignment (n = 2325) or deferred treatment (n= 2359). In 2015, a 57% lower risk of the primary end point (AIDS, SNA, or death) for the immediate group was reported, and the deferred group was offered ART. This article reports the follow-up that continued to December 31, 2021. Cox proportional-hazards models were used to compare hazard ratios for the primary end point from randomization through December 31, 2015, versus January 1, 2016, through December 31, 2021. RESULTS Through December 31, 2015, approximately 7 months after the cutoff date from the previous report, the median CD4+ count was 648 and 460 cells/mm3 in the immediate and deferred groups, respectively, at treatment initiation. The percentage of follow-up time spent taking ART was 95% and 36% for the immediate and deferred groups, respectively, and the time-averaged CD4+ difference was 199 cells/mm3. After January 1, 2016, the percentage of follow-up time on treatment was 97.2% and 94.1% for the immediate and deferred groups, respectively, and the CD4+ count difference was 155 cells/mm3. After January 1, 2016, a total of 89 immediate and 113 deferred group participants experienced a primary end point (hazard ratio of 0.79 [95% confidence interval, 0.60 to 1.04] versus hazard ratio of 0.47 [95% confidence interval, 0.34 to 0.65; P<0.001]) before 2016 (P=0.02 for hazard ratio difference). CONCLUSIONS Among adults with CD4+ counts >500 cells/mm3, excess risk of AIDS and SNA associated with delaying treatment initiation was diminished after ART initiation, but persistent excess risk remained. (Funded by the National Institute of Allergy and Infectious Diseases and others.).
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Affiliation(s)
- Jens D Lundgren
- CHIP Centre of Excellence for Health, Immunity, and Infections, Department of Infectious Diseases, Rigshospitalet, Copenhagen
| | - Abdel G Babiker
- Medical Research Council Clinical Trials Unit, University College London, London
| | - Shweta Sharma
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis
| | - Birgit Grund
- School of Statistics, University of Minnesota, Minneapolis
| | | | | | | | - Bitten Aagaard
- CHIP Centre of Excellence for Health, Immunity, and Infections, Department of Infectious Diseases, Rigshospitalet, Copenhagen
| | - Inka Abo
- Helsinki University Central Hospital, Helsinki
| | - Beverly Alston
- Division of AIDS, National Institute of Allergy and Infectious Diseases, Bethesda, MD
| | | | | | - Sharlaa Badal-Faesen
- Clinical HIV Research Unit, Department of Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg
| | - Carlos Brites
- Hospital Universitario Professor Edgard Santos, School of Medicine, Federal University of Bahia, Salvador, Brazil
| | | | - Jorge Casseb
- Laboratory of Medical Investigation - LIM56, Faculty of Medicine, Department of Dermatology, University of São Paulo, São Paulo
| | - Amanda Clarke
- Royal Sussex County Hospital, Brighton, United Kingdom
| | | | | | - Sounkalo Dao
- Mali-National Institute of Allergy and Infectious Diseases HIV Research Initiative, Bamako, Mali
| | - Eileen T Denning
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis
| | | | | | | | - Hansjakob Furrer
- Department of Infectious Diseases, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Gerd Fätkenheuer
- Klinik I für Innere Medizin der Universität zu Köln, Cologne, Germany
| | - Jan Gerstoft
- Rigshospitalet, Infektionsmedicinsk ambulatorium 8622, Copenhagen
| | | | - Katharine Goodall
- Medical Research Council Clinical Trials Unit, University College London, London
| | - Keith Henry
- Hennepin Health Research Institute, Minneapolis
| | | | - Jennifer Hoy
- Department of Infectious Diseases, The Alfred Hospital and Monash University, Melbourne, VIC, Australia
| | - Fleur Hudson
- Medical Research Council Clinical Trials Unit, University College London, London
| | | | | | | | - Cissy Kityo
- Joint Clinical Research Centre, Kampala, Uganda
| | - Karin Klingman
- Division of AIDS, National Institute of Allergy and Infectious Diseases, Bethesda, MD
| | | | | | | | - Marcelo Losso
- Hospital General de Agudos J.M. Ramos Mejia, Buenos Aires
| | | | - Juan Sierra Madero
- Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City
| | - Patrick Mallon
- Centre for Experimental Pathogen Host Research, University College Dublin, Dublin
| | | | | | | | - Daniel D Murray
- CHIP Centre of Excellence for Health, Immunity, and Infections, Department of Infectious Diseases, Rigshospitalet, Copenhagen
| | - Kumarasamy Nagalingeswaran
- Voluntary Health Services, Infectious Diseases Medical Centre, Chennai Antiviral Research and Treatment, Clinical Research Site, Chennai, India
| | | | | | - Roger Paredes
- Hospital Universitari Germans Trias i Pujol, Barcelona
| | | | - Sandy Pillay
- Durban International Clinical Research Site, Durban, South Africa
| | - Mark N Polizzotto
- Clinical Hub for Interventional Research, College of Health and Medicine, The Australian National University, Canberra, ACT, Australia
| | - Dorthe Raben
- CHIP Centre of Excellence for Health, Immunity, and Infections, Department of Infectious Diseases, Rigshospitalet, Copenhagen
| | | | | | | | | | | | - Giota Touloumi
- Medical School, National and Kapodistrian University of Athens, Athens
| | | | | | | | - Marcelo Wolff
- Hospital Clínico San Borja Arriarán, Fundación Arriarán, Santiago, Chile
| | - Robin Wood
- Desmond Tutu Health Foundation, Cape Town, South Africa
| | - Kai Zilmer
- West Tallinn Central Hospital Infectious Diseases, Tallinn, Estonia
| | - H Clifford Lane
- National Institute of Allergy and Infectious Diseases, Bethesda, MD
| | - James D Neaton
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis
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Lodi S, Klein M, Rauch A, Epstein R, Wittkop L, Logan R, Rentsch CT, Justice AC, Touloumi G, Berenguer J, Jarrin I, Egger M, Puoti M, D'Arminio Monforte A, Gill J, Salmon Ceron D, van Sighem A, Linas B, van der Valk M, Hernán MA. Sustained virological response after treatment with direct antiviral agents in individuals with HIV and hepatitis C co-infection. J Int AIDS Soc 2022; 25:e26048. [PMID: 36562643 PMCID: PMC9784654 DOI: 10.1002/jia2.26048] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 11/18/2022] [Indexed: 12/24/2022] Open
Abstract
INTRODUCTION Randomized trials and observational studies have consistently reported rates of sustained virological response (SVR), equivalent to hepatitis C virus (HCV) cure, as high as 95% following treatment with direct-acting antiviral (DAA) treatment in individuals with HIV and HCV co-infection. However, large studies assessing whether SVR rates differ according to demographic and clinical strata are lacking. Additionally, the SVR rates reported in the literature were typically computed in non-random samples of individuals with available post-DAA HCV-RNA measures. Here, we aimed to estimate the probability of SVR after DAA treatment initiation in persons with HIV and HCV co-infection overall and by demographic and clinical characteristics with and without adjustment for missing HCV-RNA testing. METHODS We included adults with HIV-HCV co-infection who received DAA treatment between 2014 and 2020 in HepCAUSAL, an international collaboration of cohorts from Europe and North America. We estimated the proportions of DAA recipients who had documented SVR (defined as an undetectable HCV-RNA at least 12 weeks after the end of DAA treatment) overall and by strata defined by age, sex, presence of cirrhosis, calendar period, mode of HIV acquisition, CD4 cell count and HCV genotype at DAA treatment. We then compared these rates with those obtained using the parametric g-formula to impute SVR status for individuals with no SVR assessment. RESULTS AND DISCUSSION A total of 4527 individuals who initiated DAA treatment (88% males, median [IQR] age 56 [50, 62] years) were included. Of the total of 642 (14%) individuals had no HCV-RNA test on or after 12 weeks after the end of treatment. The overall observed and g-formula imputed SVR rates were 93% (95% CI 93, 94) and 94% (95% CI 92, 95), respectively. SVR estimates were similarly high across all strata. A substantial proportion of individuals who received DAA treatment were never assessed for SVR post-DAA and strategies for more systematic routine HCV-RNA testing should be considered. CONCLUSIONS Our estimates with and without adjustment for missing HCV-RNA testing indicate SVR rates of approximately 95%, like those reported in clinical trials.
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Affiliation(s)
- Sara Lodi
- Department of BiostatisticsBoston University School of Public HealthBostonMassachusettsUSA
- CAUSALab, Harvard T.H. Chan School of Public HealthBostonMassachusettsUSA
| | - Marina Klein
- Division of Infectious Diseases and Chronic Viral Illness ServiceDepartment of MedicineMcGill UniversityMontrealQuebecCanada
- Department of EpidemiologyBiostatistics and Occupational HealthMcGill UniversityMontrealQuebecCanada
| | - Andri Rauch
- Department of Infectious DiseasesInselspitalBern University HospitalUniversity of BernBernSwitzerland
| | - Rachel Epstein
- Department of PediatricsSection of Infectious DiseasesBoston University School of MedicineBostonMassachusettsUSA
- Department of MedicineSection of Infectious DiseasesBoston University School of MedicineBostonMassachusettsUSA
| | - Linda Wittkop
- ISPED, INSERMBordeaux Population Health Research CenterUniversity of BordeauxBordeauxFrance
- CHU de BordeauxPôle de Santé PubliqueBordeauxFrance
| | - Roger Logan
- CAUSALab, Harvard T.H. Chan School of Public HealthBostonMassachusettsUSA
- Department of EpidemiologyHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
| | - Christopher T. Rentsch
- Department of Internal MedicineYale School of MedicineNew HavenConnecticutUSA
- VA Connecticut Healthcare SystemUS Department of Veterans AffairsNew HavenConnecticutUSA
- Faculty of Epidemiology and Population HealthLondon School of Hygiene & Tropical MedicineLondonUK
| | - Amy C. Justice
- Department of Internal MedicineYale School of MedicineNew HavenConnecticutUSA
- VA Connecticut Healthcare SystemUS Department of Veterans AffairsNew HavenConnecticutUSA
- Department of Health PolicyYale School of Public HealthNew HavenConnecticutUSA
| | - Giota Touloumi
- Department of HygieneEpidemiology & Medical StatisticsMedical SchoolNational & Kapodistrian University of AthensAthensGreece
| | - Juan Berenguer
- Hospital General Universitario Gregorio MarañónMadridSpain
| | - Inma Jarrin
- Centro Nacional de EpidemiologiaInstitute of Health Carlos IIIMadridSpain
| | - Matthias Egger
- Institute of Social and Preventive MedicineUniversity of BernBernSwitzerland
| | - Massimo Puoti
- School of Medicine and SurgeryUniversity of Milan Bicocca – ASST GOM Niguarda MilanMilanoItaly
| | | | - John Gill
- Southern Alberta ClinicCalgaryAlbertaCanada
- Department of MedicineUniversity of CalgaryCalgaryAlbertaCanada
| | - Dominique Salmon Ceron
- Department of Infectious Diseases and ImmunologyHotel Dieu HospitalParis Public Hospitals (APHP)ParisFrance
- School of MedicineUniversity of ParisParisFrance
| | | | - Benjamin Linas
- Boston Medical Center and EpidemiologyBostonMassachusettsUSA
- Boston University Schools of Medicine and EpidemiologyBostonMassachusettsUSA
| | - Marc van der Valk
- Department of Internal MedicineAmsterdam Infection and Immunity Institute and Amsterdam Public Health Research InstituteAmsterdamThe Netherlands
- University of AmsterdamAmsterdamThe Netherlands
| | - Miguel A. Hernán
- CAUSALab, Harvard T.H. Chan School of Public HealthBostonMassachusettsUSA
- Department of EpidemiologyHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
- Department of BiostatisticsHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
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Kobrak P, Remien RH, Myers JE, Salcuni P, Edelstein Z, Tsoi B, Sandfort T. Motivations and Barriers to Routine HIV Testing Among Men Who Have Sex with Men in New York City. AIDS Behav 2022; 26:3563-3575. [PMID: 35536518 PMCID: PMC9550690 DOI: 10.1007/s10461-022-03679-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2022] [Indexed: 12/31/2022]
Abstract
In-depth qualitative interviews explored the experiences and understandings of men 18-39 years old who have sex with men that could facilitate or prevent HIV testing and routine HIV testing. For many men who tested frequently, testing and routine testing were motivated by awareness of the benefit of prompt treatment; public health and provider encouragement to test periodically; responsibility towards sexual partners; and wanting to share a recent HIV-negative test result when seeking sex online. For some men, any testing was impeded by anxiety around possible HIV diagnosis that made testing a stressful occasion that required time and energy to prepare for. This anxiety was often compounded by stigma related to sex between men, having condomless sex, or having HIV. Routine testing could be further stigmatized as some men felt judged by testing providers or partners if they asked for a test or said they tested frequently. We describe efforts to promote testing and routine testing by countering fear and stigma associated with HIV and testing.
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Affiliation(s)
- Paul Kobrak
- New York City Health Department, HIV Prevention Program, 42-09 28 Street, Long Island City, NY, 11101, USA.
| | - Robert H Remien
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute and Columbia University, New York, NY, USA
| | | | - Paul Salcuni
- Relevant Healthcare Technologies, New York, NY, USA
| | - Zoe Edelstein
- New York City Health Department, HIV Prevention Program, 42-09 28 Street, Long Island City, NY, 11101, USA
| | - Benjamin Tsoi
- New York City Health Department, HIV Prevention Program, 42-09 28 Street, Long Island City, NY, 11101, USA
| | - Theodorus Sandfort
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute and Columbia University, New York, NY, USA
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10
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Wen L, Hernán MA, Robins JM. MULTIPLY ROBUST ESTIMATORS OF CAUSAL EFFECTS FOR SURVIVAL OUTCOMES. Scand Stat Theory Appl 2022; 49:1304-1328. [PMID: 36033967 PMCID: PMC9401091 DOI: 10.1111/sjos.12561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Accepted: 08/30/2021] [Indexed: 11/27/2022]
Abstract
Multiply robust estimators of the longitudinal g-formula have recently been proposed to protect against model misspecification better than the standard augmented inverse probability weighted estimator (Rotnitzky et al., 2017; Luedtke et al., 2018). These multiply robust estimators ensure consistency if one of the models for the treatment process or outcome process is correctly specified at each time point. We study the multiply robust estimators of Rotnitzky et al. (2017) in the context of a survival outcome. Specifically, we compare various estimators of the g-formula for survival outcomes in order to 1) understand how the estimators may be related to one another, 2) understand each estimator's robustness to model misspecification, and 3) construct estimators that can be more efficient than others in certain model misspecification scenarios. We propose a modification of the multiply robust estimators to gain efficiency under misspecification of the outcome model by using calibrated propensity scores over non-calibrated propensity scores at each time point. Theoretical results are confirmed via simulation studies, and a practical comparison of these estimators is conducted through an application to the US Veterans Aging Cohort Study.
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Affiliation(s)
- Lan Wen
- DEPARTMENT OF EPIDEMIOLOGY, HARVARD T. H. CHAN SCHOOL OF PUBLIC HEALTH
- CAUSALAB, HARVARD T.H. CHAN SCHOOL OF PUBLIC HEALTH
| | - Miguel A Hernán
- DEPARTMENT OF EPIDEMIOLOGY, HARVARD T. H. CHAN SCHOOL OF PUBLIC HEALTH
- CAUSALAB, HARVARD T.H. CHAN SCHOOL OF PUBLIC HEALTH
- DEPARTMENT OF BIOSTATISTICS, HARVARD T. H. CHAN SCHOOL OF PUBLIC HEALTH
| | - James M Robins
- DEPARTMENT OF EPIDEMIOLOGY, HARVARD T. H. CHAN SCHOOL OF PUBLIC HEALTH
- CAUSALAB, HARVARD T.H. CHAN SCHOOL OF PUBLIC HEALTH
- DEPARTMENT OF BIOSTATISTICS, HARVARD T. H. CHAN SCHOOL OF PUBLIC HEALTH
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11
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Chen Q, Liu J, Fu X, Yang F, Liu Q, Li J, Tan Z, Li J, Lin K, Yan Y, Yang Y, Li Y, Jiang H. Effect of Late Testing and Antiretroviral Treatment on Mortality Among People Living With HIV in the Era of Treat-All in Guangdong Province, China, 1992–2018: A Cohort Study. Front Public Health 2022; 10:851117. [PMID: 35875008 PMCID: PMC9304903 DOI: 10.3389/fpubh.2022.851117] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 06/09/2022] [Indexed: 11/20/2022] Open
Abstract
Late testing and antiretroviral therapy (ART) prevailed among people living with HIV (PLHIV) and impacted the benefit of immediate ART. This study aimed to identify the benefit of the test-and-immediate-treat policy in China, the effect of immediate ART, and the influence of late testing and ART on the whole PLHIV in Guangdong Province, China. We designed two tendency analyses in aggregative form and two cohorts (surveillance and ART cohort) in individuals' perspectives based on the HIV/AIDS Comprehensive Response Information Management System. Two interrupted time series models were conducted for tendency analysis from 2009 to 2018 to explore the all-cause and short-term mortality decrease after the test-and-immediate-treat policy. A time-dependent Cox model was performed for the surveillance cohort from 1992 to 2018 and a joint model was utilized for the ART cohort to identify the effect of immediate ART and the influence of late testing and ART on death. The tendency analysis included 324,914 and 68,679 person-year for all-cause/short-term mortality. A total of 49,289 and 26,287 PLHIV were recruited in the surveillance and ART cohort with 5,557 and 459 deaths, respectively. The short-term mortality dropped from 4.69 cases/100 person-year in January 2009 to 0.35 cases/100 person-year in December 2018 (standardized rate). The all-cause mortality saw a decreasing trend from 1.46 cases/100 person-year in January 2009 to 0.14 cases/100 person-year in December 2018 (standardized rate). The tendency analysis showed a significant short-term mortality slope decrease after the test-and-immediate-treat policy (P = 0.024). From the surveillance cohort, late testing, in general, was a risk factor for all-cause mortality [hazard ratio (HR) = 1.330, 95% CI, 1.250, 1.416]. ART cohort showed higher hazards of all-cause mortality among PLHIV with no late testing, but late ART (HR = 1.690, 95% CI, 1.166, 2.451) and both the late testing and late ART (HR = 1.335, 95% CI, 1.042, 1.710). Immediate ART might decrease the hazard of all-cause death though it is insignificant (HR = 0.923, 95% CI: 0.755, 1.129) in the ART cohort. The test-and-immediate-test policy brought benefit to PLHIV. We should enlarge HIV testing using comprehensive approaches to decrease late testing and ART and increase the benefit of immediate ART.
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Affiliation(s)
- Qiaosen Chen
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, China
| | - Jun Liu
- Department of HIV/AIDS Control and Prevention, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Xiaobing Fu
- Department of HIV/AIDS Control and Prevention, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Fang Yang
- Department of HIV/AIDS Control and Prevention, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Qicai Liu
- Guangzhou Eighth People's Hospital, Guangzhou Medical University, Guangzhou, China
| | - Junbin Li
- Guangzhou Eighth People's Hospital, Guangzhou Medical University, Guangzhou, China
| | - Zhimin Tan
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, China
| | - Jing Li
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, China
| | - Kaihao Lin
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, China
| | - Yao Yan
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, China
| | - Yi Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, China
| | - Yan Li
- Department of HIV/AIDS Control and Prevention, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
- *Correspondence: Hongbo Jiang
| | - Hongbo Jiang
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, China
- Yan Li
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Matthews AA, Dahabreh IJ, Fröbert O, Lindahl B, James S, Feychting M, Jernberg T, Berglund A, Hernán MA. Benchmarking Observational Analyses Before Using Them to Address Questions Trials Do Not Answer: An Application to Coronary Thrombus Aspiration. Am J Epidemiol 2022; 191:1652-1665. [PMID: 35641151 PMCID: PMC9437817 DOI: 10.1093/aje/kwac098] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 03/31/2022] [Accepted: 05/24/2022] [Indexed: 01/29/2023] Open
Abstract
To increase confidence in the use of observational analyses when addressing effectiveness questions beyond those addressed by randomized trials, one can first benchmark the observational analyses against existing trial results. We used Swedish registry data to emulate a target trial similar to the Thrombus Aspiration in ST-Elevation Myocardial Infarction in Scandinavia (TASTE) randomized trial, which found no difference in the risk of death or myocardial infarction by 1 year with or without thrombus aspiration among individuals with ST-elevation myocardial infarction. We benchmarked the emulation against the trial at 1 year and then extended the emulation's follow-up to 3 years and estimated effects in subpopulations underrepresented in the trial. As in the TASTE trial, the observational analysis found no differences in risk of outcomes by 1 year between groups (risk difference = 0.7 (confidence interval, -0.7, 2.0) and -0.2 (confidence interval, -1.3, 1.0) for death and myocardial infarction, respectively), so benchmarking was considered successful. We additionally showed no difference in risk of death or myocardial infarction by 3 years, or within subpopulations by 1 year. Benchmarking against an index trial before using observational analyses to answer questions beyond those the trial could address allowed us to explore whether the observational data can be trusted to deliver valid estimates of treatment effects.
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Affiliation(s)
- Anthony A Matthews
- Correspondence to Dr. Anthony A. Matthews, Institutet för Miljömedicin, Karolinska Institutet, Nobels väg 13, 171 65 Solna, Sweden (e-mail address: )
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13
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O’Donnell A, Pham N, Battisti L, Epstein R, Nunes D, Sawinski D, Lodi S. Estimating the causal effect of treatment with direct-acting antivirals on kidney function among individuals with hepatitis C virus infection. PLoS One 2022; 17:e0268478. [PMID: 35560032 PMCID: PMC9106151 DOI: 10.1371/journal.pone.0268478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 05/01/2022] [Indexed: 11/18/2022] Open
Abstract
Background Direct-acting antivirals (DAA) are highly effective at treating Hepatitis C virus (HCV) infection, with a cure rate >95%. However, the effect of DAAs on kidney function remains debated. Methods We analyzed electronic health record data for DAA-naive patients with chronic HCV infection engaged in HCV care at Boston Medical Center between 2014 and 2018. We compared the following hypothetical interventions using causal inference methods: 1) initiation of DAA and 2) no DAA initiation. For patients with normal kidney function at baseline (eGFR>90 ml/min/1.73m2), we estimated and compared the risk for reaching Stage 3 chronic kidney disease (CKD) (eGFR≤60 ml/min/1.73m2) under each intervention. For patients with baseline CKD Stages 2–4 (15<eGFR≤90 ml/min/1.73m2), we estimated and compared the mean change in eGFR at 2 years after baseline under each intervention. We used the parametric g-formula to adjust our estimates for baseline and time-varying confounders. Results First, among 1390 patients with normal kidney function at baseline the estimated 2-year risk difference (95% CI) of reaching Stage 3 CKD for DAA initiation versus no DAA was -1% (-3, 2). Second, among 733 patients with CKD Stage 2–4 at baseline the estimated 2-year mean difference in change in eGFR for DAA initiation versus no DAA therapy was -3 ml/min/1.73m2 (-8, 2). Conclusions We found no effect of DAA initiation on kidney function, independent of baseline renal status. This suggests that DAAs may not be nephrotoxic; furthermore, in the short-term, HCV clearance may not improve CKD.
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Affiliation(s)
- Adrienne O’Donnell
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, United States of America
- * E-mail:
| | - Nathan Pham
- Department of Gastroenterology, University of Washington, Seattle, Washington, United States of America
| | - Leandra Battisti
- Department of Pharmacy, Boston Medical Center, Boston, Massachusetts, United States of America
| | - Rachel Epstein
- Department of Medicine, Section of Infectious Diseases, Boston University School of Medicine, Boston, Massachusetts, United States of America
- Department of Pediatrics, Section of Infectious Diseases, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - David Nunes
- Evans Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Deirdre Sawinski
- Nephrology and Transplant Division, Weill Cornell Medical College, New York, New York, United States of America
| | - Sara Lodi
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, United States of America
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14
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Abstract
The (noniterative conditional expectation) parametric g-formula is an approach to estimating causal effects of sustained treatment strategies from observational data. An often-cited limitation of the parametric g-formula is the g-null paradox: a phenomenon in which model misspecification in the parametric g-formula is guaranteed in some settings consistent with the conditions that motivate its use (i.e., when identifiability conditions hold and measured time-varying confounders are affected by past treatment). Many users of the parametric g-formula acknowledge the g-null paradox as a limitation when reporting results but still require clarity on its meaning and implications. Here, we revisit the g-null paradox to clarify its role in causal inference studies. In doing so, we present analytic examples and a simulation-based illustration of the bias of parametric g-formula estimates under the conditions associated with this paradox. Our results highlight the importance of avoiding overly parsimonious models for the components of the g-formula when using this method.
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Affiliation(s)
- Sean McGrath
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA
| | - Jessica G. Young
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, 02215, USA
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA
| | - Miguel A. Hernán
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA
- CAUSALab, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA
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15
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Börnhorst C, Reinders T, Rathmann W, Bongaerts B, Haug U, Didelez V, Kollhorst B. Avoiding Time-Related Biases: A Feasibility Study on Antidiabetic Drugs and Pancreatic Cancer Applying the Parametric g-Formula to a Large German Healthcare Database. Clin Epidemiol 2021; 13:1027-1038. [PMID: 34737647 PMCID: PMC8560066 DOI: 10.2147/clep.s328342] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 10/12/2021] [Indexed: 12/21/2022] Open
Abstract
Purpose Investigating intended or unintended effects of sustained drug use is of high clinical relevance but remains methodologically challenging. This feasibility study aims to evaluate the usefulness of the parametric g-formula within a target trial for application to an extensive healthcare database in order to address various sources of time-related biases and time-dependent confounding. Patients and Methods Based on the German Pharmacoepidemiological Research Database (GePaRD), we estimated the pancreatic cancer incidence comparing two hypothetical treatment strategies for type 2 diabetes mellitus (T2DM), i.e., (A) sustained metformin monotherapy vs (B) combination therapy with DPP-4 inhibitors after one year metformin monotherapy. We included 77,330 persons with T2DM who started metformin therapy at baseline between 2005 and 2011. Key aspects for avoiding time-related biases and time-dependent confounding were the emulation of a target trial over a 7-year follow-up period and application of the parametric g-formula. Results Over the 7-year follow-up period, 652 out of the 77,330 study subjects had a diagnosis of pancreatic cancer. Assuming no unobserved confounding, we found evidence that the metformin/DPP-4i combination therapy increased the risk of pancreatic cancer compared to a sustained metformin monotherapy (risk ratio: 1.47; 95% bootstrap CI: 1.07–1.94). The risk ratio decreased in sensitivity analyses addressing protopathic bias. Conclusion While protopathic bias could not fully be ruled out, and computational challenges necessitated compromises in the analysis, the g-formula and target trial emulation proved useful: Self-inflicted biases were avoided, observed time-varying confounding was adjusted for, and the estimated risks have a clear causal interpretation.
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Affiliation(s)
- Claudia Börnhorst
- Leibniz Institute for Prevention Research and Epidemiology - BIPS, Department of Biometry and Data Management, Bremen, Germany
| | - Tammo Reinders
- Leibniz Institute for Prevention Research and Epidemiology - BIPS, Department of Biometry and Data Management, Bremen, Germany
| | - Wolfgang Rathmann
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
| | - Brenda Bongaerts
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
| | - Ulrike Haug
- Leibniz Institute for Prevention Research and Epidemiology - BIPS, Department of Biometry and Data Management, Bremen, Germany
| | - Vanessa Didelez
- Leibniz Institute for Prevention Research and Epidemiology - BIPS, Department of Biometry and Data Management, Bremen, Germany
| | - Bianca Kollhorst
- Leibniz Institute for Prevention Research and Epidemiology - BIPS, Department of Biometry and Data Management, Bremen, Germany
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Bogdanić N, Bendig L, Lukas D, Zekan Š, Begovac J. Timeliness of antiretroviral therapy initiation in the era before universal treatment. Sci Rep 2021; 11:10508. [PMID: 34006927 PMCID: PMC8131373 DOI: 10.1038/s41598-021-90043-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Accepted: 05/06/2021] [Indexed: 11/08/2022] Open
Abstract
We assessed the prevalence and factors related to the time to antiretroviral (ART) initiation among persons who entered HIV care and subsequently started ART in Croatia from 2005 to 2014. Included were patients ≥ 18 years, the follow-up ended on Dec/31/2017. 628 patients were included into the study 91.9% were men; median age was 36.1 (Q1-Q3: 29.6-43.8) years. Rapid (within 7 days of diagnosis) ART initiation was observed in 21.8% patients, 49.8% initiated ART within 30 days, 21.7% and 28.5% had intermediate (31 days-1 year) and late initiation (> 1 year), respectively. Of 608 patients that achieved an undetectable viral load, 94% had a plasma HIV-1 RNA < 50 copies/ml at last measurement after a median follow-up of 5.2 years. On quantile regression analysis, calendar year of entry into care, and markers of more advanced HIV disease (higher viral load, lower CD4 cell count and clinical AIDS) were significantly associated with earlier ART initiation. Early ART was not related to a gap in care afterwards at all quantiles. In conclusion, a significant proportion of patients started ART early in Croatia in 2005-2014. Early ART initiation led to durable viral load suppression and was not associated with a subsequent gap in care.
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Affiliation(s)
- Nikolina Bogdanić
- University Hospital for Infectious Diseases, Mirogojska 8, Zagreb, Croatia
| | - Liam Bendig
- Medical Scholars Program, AU/UGA Medical Partnership, Athens, GA, USA
| | - Davorka Lukas
- University Hospital for Infectious Diseases, Mirogojska 8, Zagreb, Croatia
- University of Zagreb School of Medicine, Zagreb, Croatia
| | - Šime Zekan
- University Hospital for Infectious Diseases, Mirogojska 8, Zagreb, Croatia
- University of Zagreb School of Medicine, Zagreb, Croatia
| | - Josip Begovac
- University Hospital for Infectious Diseases, Mirogojska 8, Zagreb, Croatia.
- University of Zagreb School of Medicine, Zagreb, Croatia.
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Mahar RK, McGuinness MB, Chakraborty B, Carlin JB, IJzerman MJ, Simpson JA. A scoping review of studies using observational data to optimise dynamic treatment regimens. BMC Med Res Methodol 2021; 21:39. [PMID: 33618655 PMCID: PMC7898728 DOI: 10.1186/s12874-021-01211-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 01/19/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Dynamic treatment regimens (DTRs) formalise the multi-stage and dynamic decision problems that clinicians often face when treating chronic or progressive medical conditions. Compared to randomised controlled trials, using observational data to optimise DTRs may allow a wider range of treatments to be evaluated at a lower cost. This review aimed to provide an overview of how DTRs are optimised with observational data in practice. METHODS Using the PubMed database, a scoping review of studies in which DTRs were optimised using observational data was performed in October 2020. Data extracted from eligible articles included target medical condition, source and type of data, statistical methods, and translational relevance of the included studies. RESULTS From 209 PubMed abstracts, 37 full-text articles were identified, and a further 26 were screened from the reference lists, totalling 63 articles for inclusion in a narrative data synthesis. Observational DTR models are a recent development and their application has been concentrated in a few medical areas, primarily HIV/AIDS (27, 43%), followed by cancer (8, 13%), and diabetes (6, 10%). There was substantial variation in the scope, intent, complexity, and quality between the included studies. Statistical methods that were used included inverse-probability weighting (26, 41%), the parametric G-formula (16, 25%), Q-learning (10, 16%), G-estimation (4, 6%), targeted maximum likelihood/minimum loss-based estimation (4, 6%), regret regression (3, 5%), and other less common approaches (10, 16%). Notably, studies that were primarily intended to address real-world clinical questions (18, 29%) tended to use inverse-probability weighting and the parametric G-formula, relatively well-established methods, along with a large amount of data. Studies focused on methodological developments (45, 71%) tended to be more complicated and included a demonstrative real-world application only. CONCLUSIONS As chronic and progressive conditions become more common, the need will grow for personalised treatments and methods to estimate the effects of DTRs. Observational DTR studies will be necessary, but so far their use to inform clinical practice has been limited. Focusing on simple DTRs, collecting large and rich clinical datasets, and fostering tight partnerships between content experts and data analysts may result in more clinically relevant observational DTR studies.
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Affiliation(s)
- Robert K Mahar
- Biostatistics Unit, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia.
- Cancer Health Services Research Unit, University of Melbourne Centre for Cancer Research and Centre for Health Policy, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia.
- Victorian Comprehensive Cancer Centre, Parkville, Victoria, Australia.
| | - Myra B McGuinness
- Biostatistics Unit, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, Victoria, Australia
| | - Bibhas Chakraborty
- Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore
- Department of Statistics and Applied Probability, Faculty of Science, National University of Singapore, Singapore, Singapore
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, USA
| | - John B Carlin
- Biostatistics Unit, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia
- Clinical Epidemiology and Biostatistics Unit, Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - Maarten J IJzerman
- Cancer Health Services Research Unit, University of Melbourne Centre for Cancer Research and Centre for Health Policy, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia
- Victorian Comprehensive Cancer Centre, Parkville, Victoria, Australia
- Peter MacCallum Cancer Centre, Parkville, Victoria, Australia
| | - Julie A Simpson
- Biostatistics Unit, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia
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18
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Patel ND, Dallas RH, Knapp KM, Flynn PM, Gaur AH. Rapid Start of Antiretroviral Therapy in Youth Diagnosed with HIV Infection. Pediatr Infect Dis J 2021; 40:147-150. [PMID: 33399434 DOI: 10.1097/inf.0000000000002969] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Guidelines for the use of antiretroviral agents in adults and adolescents with HIV recommend that antiretroviral therapy (ART) be started as soon as possible. While rapid initiation of ART in adults with HIV has been well-described, there is relatively little information describing this approach for youth. METHODS On April 1, 2018, St. Jude Children's Research Hospital began offering ART to youth with HIV infection at their first clinic visit. We report the results of a quality improvement initiative that compared patients who offered ART at their first visit to a historical cohort of patients who initiated ART at a subsequent visit. Demographic, HIV biomarker, and visit information were abstracted from medical records, described and compared using univariate statistical methods. RESULTS There were 124 ART-naive youth (median age 19 years, 91% male, 94% black) first seen during the indicated time period. A total of 54 patients were in the baseline cohort and 70 patients were in the rapid start cohort. 90% of youth in the rapid start cohort started ART on their first clinic visit. Time from first clinic visit to undetectable viral load was significantly higher in the baseline cohort compared with the rapid start cohort (median 54 vs. 41 days; P = 0.01). Retention in care 12 months following the first clinic visit was comparable and overall high (>80%). CONCLUSIONS Starting ART-naïve youth with HIV infection on ART at their first clinic visit is feasible, has high acceptance, leads to faster viral load suppression, and is associated with high retention in care.
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Affiliation(s)
- Nehali D Patel
- From the Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee
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19
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Effects of daily treatment with acid suppressants for stress ulcer prophylaxis on risk of ventilator-associated events. Infect Control Hosp Epidemiol 2021; 41:187-193. [PMID: 31818336 DOI: 10.1017/ice.2019.323] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE To estimate the effects of continuous daily treatment with different acid suppressants on the risk of ventilator-associated events in critically ill patients. DESIGN Retrospective cohort study. PATIENTS Adult critically ill patients who underwent mechanical ventilation for ≥3 days during an inpatient admission between January 2006 and December 2014. METHODS We estimated the 30-day cumulative risk ratios (RRs) for ventilator-associated events comparing daily proton pump inhibitor (PPI) versus daily histamine-2-receptor antagonist (H2RA) strategies while controlling for time-fixed and time-varying confounding and accounting for competing events. RESULTS Of 6,133 patients, on ventilation day 3, 58.8% received H2RAs, 26.1% received PPIs, and 4.1% received sucralfate. Patients frequently changed treatment throughout follow-up. Among 4,595 patients receiving PPIs or H2RAs on day 3, we found no differences in risk estimates for ventilator mortality and extubation alive comparing daily PPI versus daily H2RA strategies: RR, mortality, 1.03 (95% CI, 0.89-1.22); extubation alive, 1.00 (95% CI, 0.96-1.03). We found similar results after accounting for PPI dose. For possible ventilator-associated pneumonia (PVAP) and infection-related ventilator-associated complication (IVAC), point estimates were larger, but the 95% CIs crossed 1.0: RR PVAP, 1.25 (95% CI, 0.80-1.94); IVAC, 0.89 (95% CI, 0.64-1.17). The magnitude of effect estimates depended on PPI dose. The RR for PVAP, high-dose PPI versus H2RA, was 1.53 (95% CI, 0.82-2.51), and for low-dose PPI versus H2RA, the RR was 0.97 (95% CI, 0.47-1.63). For IVAC, high-dose PPI versus H2RA, the RR was 1.01 (95% CI, 0.66-1.42), and for low-dose PPI versus H2RA, the RR was 0.78 (95% CI, 0.50-1.11). CONCLUSIONS We estimated no effect of daily PPI versus daily H2RA on risk of mortality or extubation alive in critically ill patients. Further investigation with larger samples is warranted for PVAP and IVAC.
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20
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Wen L, Young JG, Robins JM, Hernán MA. Parametric g-formula implementations for causal survival analyses. Biometrics 2020; 77:740-753. [PMID: 32588909 DOI: 10.1111/biom.13321] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 03/10/2020] [Accepted: 06/16/2020] [Indexed: 11/29/2022]
Abstract
The g-formula can be used to estimate the survival curve under a sustained treatment strategy. Two available estimators of the g-formula are noniterative conditional expectation and iterative conditional expectation. We propose a version of the iterative conditional expectation estimator and describe its procedures for deterministic and random treatment strategies. Also, because little is known about the comparative performance of noniterative and iterative conditional expectation estimators, we explore their relative efficiency via simulation studies. Our simulations show that, in the absence of model misspecification and unmeasured confounding, our proposed iterative conditional expectation estimator and the noniterative conditional expectation estimator are similarly efficient, and that both are at least as efficient as the classical iterative conditional expectation estimator. We describe an application of both noniterative and iterative conditional expectation to answer "when to start" treatment questions using data from the HIV-CAUSAL Collaboration.
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Affiliation(s)
- Lan Wen
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Jessica G Young
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Boston, Massachusetts
| | - James M Robins
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts.,Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Miguel A Hernán
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts.,Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, Massachusetts.,Harvard-MIT Division of Health Sciences of Technology, Boston, Massachusetts
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21
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Morando N, Vaulet MLG, Melgar A, Fermepin MR, Casco R, Pando MDLÁ. Incorporation of the rapid HIV test in a sexually-transmitted disease clinic in Buenos Aires: Dramatic increase in the frequency of HIV diagnosis. Rev Argent Microbiol 2020; 52:272-277. [PMID: 32273129 DOI: 10.1016/j.ram.2019.12.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 11/11/2019] [Accepted: 12/10/2019] [Indexed: 11/30/2022] Open
Abstract
Improving access to diagnosis constitutes a key step in the control of the Human immunodeficiency virus (HIV)/AIDS epidemic. Rapid testing is increasingly gaining interest as a powerful diagnostic tool to achieve this goal. The purpose of this study was to implement the rapid HIV test (RHT) in a clinical setting in order to evaluate its effectiveness in increasing HIV diagnosis and patient linkage to the healthcare system. The RHT was offered to all patients attending a sexually-transmitted disease clinic in the City of Buenos Aires between March and December 2015. A total of 593 RHT were performed. The implementation of the RHT yielded an increase in frequency of diagnosis from 6.9% to 31.4% (p<0.001). The first steps of the care cascade showed high retention rates around 90%. RHT yielded an HIV prevalence of 6.3% (95% CI: 4.2-8.5) in this population. HIV prevalence tended to be higher in individuals with no previous HIV testing (p=0.09). Linkage to the healthcare system was associated with a higher probability of having been tested for HIV (p=0.008). The incorporation of the RHT resulted in a high retention of patients and an increase in both frequency of diagnosis and results reception when compared to the classic methodology.
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Affiliation(s)
- Nicolas Morando
- CONICET-Universidad de Buenos Aires, Instituto de Investigaciones Biomédicas en Retrovirus y Sida (INBIRS), Paraguay 2155, CABA, Argentina
| | - María Lucía Gallo Vaulet
- Universidad de Buenos Aires, Facultad de Farmacia y Bioquímica, Departamento de Bioquímica Clínica, Cátedra de Microbiología Clínica, Inmunología y Virología Clínica, Junín 954, CABA, Argentina
| | - Asunta Melgar
- Universidad de Buenos Aires, Hospital de Clínicas "José de San Martín", Programa de Enfermedades de Transmisión Sexual, Av. Córdoba 2351, CABA, Argentina
| | - Marcelo Rodríguez Fermepin
- Universidad de Buenos Aires, Facultad de Farmacia y Bioquímica, Departamento de Bioquímica Clínica, Cátedra de Microbiología Clínica, Inmunología y Virología Clínica, Junín 954, CABA, Argentina
| | - Ricardo Casco
- Universidad de Buenos Aires, Hospital de Clínicas "José de San Martín", Programa de Enfermedades de Transmisión Sexual, Av. Córdoba 2351, CABA, Argentina
| | - María de Los Ángeles Pando
- CONICET-Universidad de Buenos Aires, Instituto de Investigaciones Biomédicas en Retrovirus y Sida (INBIRS), Paraguay 2155, CABA, Argentina.
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22
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Zhao Y, Wu Z, McGoogan JM, Sha Y, Zhao D, Ma Y, Brookmeyer R, Detels R, Montaner JSG. Nationwide Cohort Study of Antiretroviral Therapy Timing: Treatment Dropout and Virological Failure in China, 2011-2015. Clin Infect Dis 2020; 68:43-50. [PMID: 29771296 PMCID: PMC6293037 DOI: 10.1093/cid/ciy400] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Accepted: 05/04/2018] [Indexed: 12/21/2022] Open
Abstract
Background People living with human immunodeficiency virus (PLWH) are still being diagnosed late, rendering the benefits of "early" antiretroviral therapy (ART) unattainable. Therefore, we aimed to evaluate the benefits of "immediate" ART. Methods A nationwide cohort of PLWH in China who initiated ART January 1, 2011, to December 31, 2014 and had baseline CD4 results >200 cells/μL were censored at 12 months, dropout, or death, whichever came first. Treatment dropout and virological failure (viral load ≥400 copies/mL) were measured. Determinants were assessed by Cox and log-binomial regression. Results The cohort included 123605 PLWH. The ≤30 days group had a significantly lower treatment dropout rate of 6.72%, compared to 8.91% for the 91-365 days group and to 12.64% for the >365 days group. The ≤30 days group also had a significantly lower virological failure rate of 5.45% (31-90 days: 7.39%; 91-365 days: 9.64%; >365 days: 12.67%). Greater risk of dropout (91-365 days: adjusted hazard ratio [aHR] = 1.33, 95% confidence interval [CI] = 1.25-1.42; >365 days: aHR = 1.55, CI = 1.47-1.54), and virological failure (31-90 days: adjusted risk ratio [aRR] = 1.35, CI = 1.26-1.45; 91-365 days: aRR = 1.66, CI = 1.55-1.78; >365 days: aRR = 1.85, CI = 1.74-1.97) were observed for those who delayed treatment. Conclusions ART within 30 days of HIV diagnosis was associated with significantly reduced risk of treatment failure, highlighting the need to implement test-and-immediately-treat policies.
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Affiliation(s)
- Yan Zhao
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Zunyou Wu
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China.,Department of Epidemiology, University of California, Los Angeles (UCLA) Fielding School of Public Health
| | - Jennifer M McGoogan
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Yiyi Sha
- Tsinghua University, Beijing, China
| | - Decai Zhao
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Ye Ma
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Ron Brookmeyer
- Department of Biostatistics, UCLA Fielding School of Public Health, Los Angeles, California
| | - Roger Detels
- Department of Epidemiology, University of California, Los Angeles (UCLA) Fielding School of Public Health
| | - Julio S G Montaner
- British Columbia Center for Excellence in HIV/AIDS, University of British Columbia, Vancouver, Canada
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23
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Zhao Y, Wu Z, McGoogan JM, Shi CX, Li A, Dou Z, Ma Y, Qin Q, Brookmeyer R, Detels R, Montaner JSG. Immediate Antiretroviral Therapy Decreases Mortality Among Patients With High CD4 Counts in China: A Nationwide, Retrospective Cohort Study. Clin Infect Dis 2019; 66:727-734. [PMID: 29069362 PMCID: PMC5850406 DOI: 10.1093/cid/cix878] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Accepted: 10/18/2017] [Indexed: 12/17/2022] Open
Abstract
Background Clinical trials have demonstrated that immediate initiation of antiretroviral therapy (ART) reduces AIDS-related morbidity and mortality. We tested the hypothesis that initiating ART ≤30 days after human immunodeficiency virus (HIV) diagnosis would be associated with reduced mortality among people living with HIV (PLWH) with CD4 counts >500 cells/μL. Methods PLWH enrolled in the Chinese National HIV Information System between January 2012 and June 2014 with CD4 counts >500 cells/μL were followed for 12 months. Cox proportional hazards model was used to determine hazard ratios (HRs) for PLWH who initiated ART after HIV diagnosis. ART initiation was treated as a time-dependent variable. Results We enrolled 34581 PLWH with CD4 >500 cells/μL; 1838 (5.3%) initiated ART ≤30 days after diagnosis (immediate ART group), and 19 deaths were observed with a mortality rate of 1.04 per 100 person-years (PY). Fifty-eight deaths were documented among the 5640 PLWH in the delayed ART group with a mortality rate of 2.25 per 100 PY. There were 713 deaths among the 27103 PLWH in the no ART group with a mortality rate of 2.39 per 100 PY. After controlling for potential confounding factors, ART initiation at ≤30 days (adjusted HR, 0.37 [95% confidence interval, .23–.58]) was a statistically significant protective factor. Conclusions We found that immediate ART is associated with a 63% reduction in overall mortality among PLWH with CD4 counts >500 cells/μL in China, supporting the recommendation to initiate ART immediately following HIV diagnosis.
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Affiliation(s)
- Yan Zhao
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Zunyou Wu
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China.,Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles
| | - Jennifer M McGoogan
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Cynthia X Shi
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China.,Department of Epidemiology of Microbial Diseases and Center for Interdisciplinary Research on AIDS, Yale School of Public Health, New Haven, Connecticut
| | - Aihua Li
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Zhihui Dou
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Ye Ma
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Qianqian Qin
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Ron Brookmeyer
- Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles
| | - Roger Detels
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles
| | - Julio S G Montaner
- British Columbia Center for Excellence in HIV/AIDS, University of British Columbia, Vancouver, Canada
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24
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Conner SC, Lodi S, Lunetta KL, Casas JP, Lubitz SA, Ellinor PT, Anderson CD, Huang Q, Coleman J, White WB, Benjamin EJ, Trinquart L. Refining the Association Between Body Mass Index and Atrial Fibrillation: G-Formula and Restricted Mean Survival Times. J Am Heart Assoc 2019; 8:e013011. [PMID: 31390924 PMCID: PMC6759878 DOI: 10.1161/jaha.119.013011] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Background Previous studies assessing the association between body mass index (BMI) and atrial fibrillation (AF) did not account for time‐varying covariates, which may be affected by previous BMI. We illustrate how the g‐formula can account for time‐varying confounding. Methods and Results We included 4392 participants from the Framingham Heart Study who were AF free at ages 45 to 55 years, and followed them for up to 20 years. We estimated hazard ratios (HRs) comparing time‐varying nonobese versus obese with Cox models. We used the g‐formula to compare nonobese versus obese and 10% annual decrease in BMI (until normal weight is reached) versus natural course. We estimated HRs and differences in restricted mean survival times, the mean difference in time alive and AF free. We adjusted for sex, age, and time‐varying risk factors. Cox models indicated that nonobese participants had a decreased rate of AF versus obese participants (HR, 0.83; 95% CI, 0.72–0.97). G‐formula analyses comparing everyone had they been nonobese versus obese yielded stronger associations (HR, 0.73; 95% CI, 0.58–0.91). The restricted mean survival time was 19.22 years had everyone been nonobese and 19.03 years had everyone been obese (difference, 2.25 months; 95% CI, −0.66 to 5.16). When assessing a 10% annual decrease in BMI, the association was weaker (HR 0.96; 95% CI, 0.86–1.08). Conclusions Decreased BMI was associated with a lower rate of AF after accounting for time‐varying covariates that depend on previous exposure using the g‐formula, which Cox models cannot accommodate. Absolute measures like the restricted mean survival time difference offer context to relative measures of association.
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Affiliation(s)
- Sarah C Conner
- Department of Biostatistics Boston University School of Public Health Boston MA.,National Heart, Lung, and Blood Institute's and Boston University's Framingham Heart Study Framingham MA
| | - Sara Lodi
- Department of Biostatistics Boston University School of Public Health Boston MA
| | - Kathryn L Lunetta
- Department of Biostatistics Boston University School of Public Health Boston MA.,National Heart, Lung, and Blood Institute's and Boston University's Framingham Heart Study Framingham MA
| | - Juan P Casas
- Massachusetts Veterans Epidemiology and Research Information Center (MAVERIC) Veterans Affairs Boston Healthcare System Boston MA
| | - Steven A Lubitz
- Cardiac Arrhythmia Service and Cardiovascular Research Center Massachusetts General Hospital Boston MA
| | - Patrick T Ellinor
- Cardiac Arrhythmia Service and Cardiovascular Research Center Massachusetts General Hospital Boston MA.,Program in Medical and Population Genetics The Broad Institute of MIT and Harvard Cambridge MA
| | - Christopher D Anderson
- Department of Neurology Massachusetts General Hospital Boston MA.,McCance Center for Brain Health Massachusetts General Hospital Boston MA
| | - Qiuxi Huang
- Department of Biostatistics Boston University School of Public Health Boston MA
| | | | | | - Emelia J Benjamin
- National Heart, Lung, and Blood Institute's and Boston University's Framingham Heart Study Framingham MA.,Department of Epidemiology Boston University School of Public Health Boston MA.,Section of Cardiovascular Medicine Evans Department of Medicine Boston University School of Medicine Boston MA
| | - Ludovic Trinquart
- Department of Biostatistics Boston University School of Public Health Boston MA.,National Heart, Lung, and Blood Institute's and Boston University's Framingham Heart Study Framingham MA
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25
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Lodi S, Phillips A, Lundgren J, Logan R, Sharma S, Cole SR, Babiker A, Law M, Chu H, Byrne D, Horban A, Sterne JAC, Porter K, Sabin C, Costagliola D, Abgrall S, Gill J, Touloumi G, Pacheco AG, van Sighem A, Reiss P, Bucher HC, Montoliu Giménez A, Jarrin I, Wittkop L, Meyer L, Perez-Hoyos S, Justice A, Neaton JD, Hernán MA. Effect Estimates in Randomized Trials and Observational Studies: Comparing Apples With Apples. Am J Epidemiol 2019; 188:1569-1577. [PMID: 31063192 DOI: 10.1093/aje/kwz100] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Accepted: 04/17/2019] [Indexed: 12/25/2022] Open
Abstract
Effect estimates from randomized trials and observational studies might not be directly comparable because of differences in study design, other than randomization, and in data analysis. We propose a 3-step procedure to facilitate meaningful comparisons of effect estimates from randomized trials and observational studies: 1) harmonization of the study protocols (eligibility criteria, treatment strategies, outcome, start and end of follow-up, causal contrast) so that the studies target the same causal effect, 2) harmonization of the data analysis to estimate the causal effect, and 3) sensitivity analyses to investigate the impact of discrepancies that could not be accounted for in the harmonization process. To illustrate our approach, we compared estimates of the effect of immediate with deferred initiation of antiretroviral therapy in individuals positive for the human immunodeficiency virus from the Strategic Timing of Antiretroviral Therapy (START) randomized trial and the observational HIV-CAUSAL Collaboration.
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Affiliation(s)
- Sara Lodi
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Andrew Phillips
- Institute for Global Health, University College London, United Kingdom
| | - Jens Lundgren
- Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Denmark
| | - Roger Logan
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Shweta Sharma
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota
| | | | - Abdel Babiker
- Medical Research Council, Clinical Trials Unit in University College London, London, United Kingdom
| | | | - Haitao Chu
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota
| | - Dana Byrne
- Division of Infectious Diseases, Department of Medicine, Cooper University Hospital, Cooper Medical School at Rowan University, New Jersey
| | - Andrzej Horban
- Medical University of Warsaw, Department for Adult's Infectious Diseases, Warsaw, Poland
| | - Jonathan A C Sterne
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, North Carolina
- Department of Population Health Sciences, University of Bristol, Bristol, United Kingdom
| | - Kholoud Porter
- Institute for Global Health, University College London, United Kingdom
| | - Caroline Sabin
- Institute for Global Health, University College London, United Kingdom
| | - Dominique Costagliola
- INSERM, Sorbonne Université, Institut Pierre Louis d’Épidémiologie et de Santé Publique (IPLESP), Paris, France
| | - Sophie Abgrall
- INSERM, Sorbonne Université, Institut Pierre Louis d’Épidémiologie et de Santé Publique (IPLESP), Paris, France
- AP-HP, Hôpital Antoine Béclère, Service de Médecine Interne, Clamart, France
| | - John Gill
- Southern Alberta Clinic, Calgary, Canada
- Department of Medicine, University of Calgary, Canada
| | - Giota Touloumi
- National and Kapodistrian University of Athens, Faculty of Medicine, Dept. of Hygiene, Epidemiology and Medical Statistics, Greece
| | - Antonio G Pacheco
- Programa de Computação Científica, Fundacao Oswaldo Cruz, Rio de Janeiro, Brasil
| | | | - Peter Reiss
- Stichting HIV Monitoring, Amsterdam, the Netherlands
- Amsterdam University Medical Centres, University of Amsterdam, Department of Global Health and Division of Infectious Diseases, Amsterdam, the Netherlands
- Amsterdam Institute for Global Health and Development, and Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - Heiner C Bucher
- Basel Institute for Clinical Epidemiology and Biostatistics, University Hospital Basel, University of Basel, Switzerland
| | - Alexandra Montoliu Giménez
- Centre for Epidemiological Studies on HIV/STI in Catalonia (CEEISCAT), Agència de Salut Pública de Catalunya (ASPC), Badalona, Spain
| | - Inmaculada Jarrin
- Centro Nacional de Epidemiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Linda Wittkop
- Univ. Bordeaux, ISPED, Inserm, Bordeaux Population Health Research Center, team MORPH3EUS, UMR 1219, CIC-EC 1401, Bordeaux, France
| | - Laurence Meyer
- CHU de Bordeaux, Pôle de santé publique, Service d'information médicale, Bordeaux, France
- Université Paris Sud, UMR 1018, le Kremlin Bicêtre, France
| | | | - Amy Justice
- Yale University School of Medicine, New Haven, Connecticut
| | - James D Neaton
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota
| | - Miguel A Hernán
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Biostatistics, Harvard T.H. Chan School of Public Health
- Harvard-MIT Division of Health Sciences and Technology, Boston, Massachusetts
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Chou R, Dana T, Grusing S, Bougatsos C. Screening for HIV Infection in Asymptomatic, Nonpregnant Adolescents and Adults: Updated Evidence Report and Systematic Review for the US Preventive Services Task Force. JAMA 2019; 321:2337-2348. [PMID: 31184705 DOI: 10.1001/jama.2019.2592] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
IMPORTANCE Untreated HIV infection can result in significant morbidity, mortality, and HIV transmission. A 2012 review for the US Preventive Services Task Force (USPSTF) found antiretroviral therapy (ART) associated with improved clinical outcomes and decreased transmission risk in persons with CD4 cell counts less than 500/mm3. OBJECTIVE To update the 2012 review on HIV screening to inform the USPSTF. DATA SOURCES Ovid MEDLINE, the Cochrane Central Register of Controlled Trials, and the Cochrane Database of Systematic Reviews from 2012 to June 2018, with surveillance through January 2019. STUDY SELECTION Nonpregnant individuals 12 years and older; randomized clinical trials (RCTs) and controlled observational studies of screening vs no screening, alternative screening strategies, earlier vs later initiation of ART, and long-term harms of ART. DATA EXTRACTION AND SYNTHESIS One investigator abstracted data; a second checked accuracy. Two investigators independently rated study quality. MAIN OUTCOMES AND MEASURES Mortality, AIDS events, quality of life, function, and HIV transmission; harms of screening and long-term (≥2 years) harms of ART; screening yield. RESULTS Eighteen new studies (5 RCTs, 11 cohort studies, and 2 systematic reviews; N = 266 563) were included, and 11 studies (2 RCTs and 9 cohort studies; N = 218 542) were carried forward from the prior USPSTF report. No study directly evaluated effects of HIV screening vs no screening on clinical outcomes or harms, or the yield of alternative screening strategies. Two newly identified RCTs conducted completely or partially in low-resource settings found ART initiation at CD4 cell counts greater than 500/mm3 associated with lower risk of a composite outcome of mortality, AIDS-defining events, or serious non-AIDS events (relative risk [RR], 0.44 [95% CI, 0.31-0.63] and RR, 0.57 [95% CI, 0.35-0.95]); results were consistent with those from a large observational study. Early ART was not associated with increased risk of cardiovascular events. Early ART initiation was associated with sustained reduction in risk of HIV transmission at 5.5 years (RR, 0.07 [95% CI, 0.02-0.22] for linked transmission). New evidence regarding the association between abacavir use and risk of cardiovascular events was inconsistent. Certain antiretroviral regimens were associated with increased risk of long-term neuropsychiatric, renal, hepatic, and bone adverse events. CONCLUSIONS AND RELEVANCE In nonpregnant adolescents and adults there was no direct evidence on the clinical benefits and harms of screening for HIV infections vs no screening, or the yield of repeat or alternative screening strategies. New evidence extends effectiveness of ART to asymptomatic individuals with CD4 cell counts greater than 500/mm3 and shows sustained reduction in risk of HIV transmission at longer-term follow-up, although certain ART regimens may be associated with increased risk of long-term harms.
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Affiliation(s)
- Roger Chou
- Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland
- Division of General Internal Medicine and Geriatrics, Oregon Health & Science University, Portland
| | - Tracy Dana
- Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland
| | - Sara Grusing
- Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland
| | - Christina Bougatsos
- Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland
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Tang Q, Lu H. Immediate antiviral therapy for HIV-infected persons faces with various obstacles. Drug Discov Ther 2019; 13:172-174. [PMID: 31217365 DOI: 10.5582/ddt.2019.01028] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Human immunodeficiency virus (HIV)/acquired immune deficiency syndrome (AIDS) ranks eighth in the global burden of disease, making seriously threatens to global health. Given there is not yet a cure for HIV infection, antiretroviral therapy (ART) holds a key role not only in improving the prognosis of the patients, but also reducing the risk of HIV transmission. The immediate initiation of ART has been recommended in domestic and foreign policies and guidelines, yet the implementation of this strategy is not satisfactory. In developing countries and even in some developed countries, it still takes a long time for patients to go from the diagnosis of HIV infection to the acceptance of ART. Clarifying the obstacles to the implementation of immediate ART and finding strategies to cope with them have emerged as key problems in response to HIV/AIDS.
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Affiliation(s)
- Qi Tang
- Scientific Research Center, Shanghai Public Health Clinical Center, Fudan University.,Department of Infectious Diseases, Shanghai Public Health Clinical Center, Fudan University
| | - Hongzhou Lu
- Scientific Research Center, Shanghai Public Health Clinical Center, Fudan University.,Department of Infectious Diseases, Shanghai Public Health Clinical Center, Fudan University.,Department of Infectious Disease, Huashan Hospital Affiliated to Fudan University
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Owens DK, Davidson KW, Krist AH, Barry MJ, Cabana M, Caughey AB, Curry SJ, Doubeni CA, Epling JW, Kubik M, Landefeld CS, Mangione CM, Pbert L, Silverstein M, Simon MA, Tseng CW, Wong JB. Screening for HIV Infection: US Preventive Services Task Force Recommendation Statement. JAMA 2019; 321:2326-2336. [PMID: 31184701 DOI: 10.1001/jama.2019.6587] [Citation(s) in RCA: 112] [Impact Index Per Article: 22.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
IMPORTANCE Approximately 1.1 million persons in the United States are currently living with HIV, and more than 700 000 persons have died of AIDS since the first cases were reported in 1981. There were approximately 38 300 new diagnoses of HIV infection in 2017. The estimated prevalence of HIV infection among persons 13 years and older in the United States is 0.4%, and data from the Centers for Disease Control and Prevention show a significant increase in HIV diagnoses starting at age 15 years. An estimated 8700 women living with HIV give birth each year in the United States. HIV can be transmitted from mother to child during pregnancy, labor, delivery, and breastfeeding. The incidence of perinatal HIV infection in the United States peaked in 1992 and has declined significantly following the implementation of routine prenatal HIV screening and the use of effective therapies and precautions to prevent mother-to-child transmission. OBJECTIVE To update the 2013 US Preventive Services Task Force (USPSTF) recommendation on screening for HIV infection in adolescents, adults, and pregnant women. EVIDENCE REVIEW The USPSTF reviewed the evidence on the benefits and harms of screening for HIV infection in nonpregnant adolescents and adults, the yield of screening for HIV infection at different intervals, the effects of initiating antiretroviral therapy (ART) at a higher vs lower CD4 cell count, and the longer-term harms associated with currently recommended ART regimens. The USPSTF also reviewed the evidence on the benefits (specifically, reduced risk of mother-to-child transmission of HIV infection) and harms of screening for HIV infection in pregnant persons, the yield of repeat screening for HIV at different intervals during pregnancy, the effectiveness of currently recommended ART regimens for reducing mother-to-child transmission of HIV infection, and the harms of ART during pregnancy to the mother and infant. FINDINGS The USPSTF found convincing evidence that currently recommended HIV tests are highly accurate in diagnosing HIV infection. The USPSTF found convincing evidence that identification and early treatment of HIV infection is of substantial benefit in reducing the risk of AIDS-related events or death. The USPSTF found convincing evidence that the use of ART is of substantial benefit in decreasing the risk of HIV transmission to uninfected sex partners. The USPSTF also found convincing evidence that identification and treatment of pregnant women living with HIV infection is of substantial benefit in reducing the rate of mother-to-child transmission. The USPSTF found adequate evidence that ART is associated with some harms, including neuropsychiatric, renal, and hepatic harms, and an increased risk of preterm birth in pregnant women. The USPSTF concludes with high certainty that the net benefit of screening for HIV infection in adolescents, adults, and pregnant women is substantial. CONCLUSIONS AND RECOMMENDATION The USPSTF recommends screening for HIV infection in adolescents and adults aged 15 to 65 years. Younger adolescents and older adults who are at increased risk of infection should also be screened. (A recommendation) The USPSTF recommends screening for HIV infection in all pregnant persons, including those who present in labor or at delivery whose HIV status is unknown. (A recommendation).
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Affiliation(s)
| | - Douglas K Owens
- Veterans Affairs Palo Alto Health Care System, Palo Alto, California
- Stanford University, Stanford, California
| | - Karina W Davidson
- Feinstein Institute for Medical Research at Northwell Health, Manhasset, New York
| | - Alex H Krist
- Fairfax Family Practice Residency, Fairfax, Virginia
- Virginia Commonwealth University, Richmond
| | | | | | | | | | | | | | | | | | | | - Lori Pbert
- University of Massachusetts Medical School, Worcester
| | | | | | - Chien-Wen Tseng
- University of Hawaii, Honolulu
- Pacific Health Research and Education Institute, Honolulu, Hawaii
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29
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Moreira C, Boughey A, Ryan KE, Higgins N, Rotty J, West M, Hellard M, Stoové M, El-Hayek C. Two decades of surveillance data show late presentation among a diverse group of women diagnosed with HIV in Victoria, Australia. Aust N Z J Public Health 2019; 43:413-418. [PMID: 31180616 DOI: 10.1111/1753-6405.12910] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Revised: 01/01/2019] [Accepted: 04/01/2019] [Indexed: 12/01/2022] Open
Abstract
OBJECTIVE To develop an HIV response suited to women and to inform appropriate services, we describe the characteristics of women diagnosed and living with HIV using 22 years of high-quality surveillance data. METHODS Data on women newly diagnosed with HIV between 1994 and 2016 and women living with diagnosed HIV in Victoria at 31 December 2016 were extracted from the Victorian Public Health Surveillance System. Descriptive analysis by place of birth was performed and Poisson regression used to assess trends over time. RESULTS There were 465 new diagnoses among women in Victoria between 1994 and 2016 and 613 women living with HIV in 2016. Women were diagnosed late, and frequently reported no HIV testing history, AIDS-defining illness or other symptoms of HIV at diagnosis. These indicators of delayed diagnosis were even greater for non-Australian-born women. Conclusions and implications for public health: For Victoria to reach the ambitious targets for diagnosis, treatment and viral suppression in 95% of people living with HIV, prevention programs and efforts to increase early diagnosis as well as support services must consider the epidemiology and diversity of women.
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Affiliation(s)
| | | | - Kathleen Elizabeth Ryan
- The Burnet Institute, Victoria.,School of Public Health and Preventative Medicine, Monash University, Victoria
| | - Nasra Higgins
- The Victorian Department of Health and Human Services
| | - Jessica Rotty
- The Victorian Department of Health and Human Services
| | - Michael West
- The Victorian Department of Health and Human Services
| | - Margaret Hellard
- The Burnet Institute, Victoria.,School of Public Health and Preventative Medicine, Monash University, Victoria
| | - Mark Stoové
- The Burnet Institute, Victoria.,School of Public Health and Preventative Medicine, Monash University, Victoria
| | - Carol El-Hayek
- The Burnet Institute, Victoria.,School of Public Health and Preventative Medicine, Monash University, Victoria
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Lundgren JD, Borges AH, Neaton JD. Serious Non-AIDS Conditions in HIV: Benefit of Early ART. Curr HIV/AIDS Rep 2019; 15:162-171. [PMID: 29504063 DOI: 10.1007/s11904-018-0387-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
PURPOSE OF REVIEW Optimal control of HIV can be achieved by early diagnosis followed by the initiation of antiretroviral therapy (ART). Two large randomised trials (TEMPRANO and START) have recently been published documenting the clinical benefits to HIV-positive adults of early ART initiation. Main findings are reviewed with a focus on serious non-AIDS (SNA) conditions. RECENT FINDINGS Data from the two trials demonstrated that initiating ART early in the course of HIV infection resulted in marked reductions in the risk of opportunistic diseases and invasive bacterial infections. This indicates that HIV causes immune impairment in early infection that is remedied by controlling viral replication. Intriguingly, in START, a marked reduction in risk of cancers, both infection-related and unrelated types of cancers, was observed. Like the findings for opportunistic infections, this anti-cancer effect of early ART shows how the immune system influences important pro-oncogenic processes. In START, there was also some evidence suggesting that early ART initiation preserved kidney function, although the clinical consequence of this remains unclear. Conversely, while no adverse effects were evident, the trials did not demonstrate a clear effect on metabolic-related disease outcomes, pulmonary disease, or neurocognitive function. HIV causes immune impairment soon after acquisition of infection. ART reverses this harm at least partially. The biological nature of the immune impairment needs further elucidation, as well as mechanisms and clinical impact of innate immune activation. Based on the findings from TEMPRANO and START, and because ART lowers the risk of onward transmission, ART initiation should be offered to all persons following their diagnosis of HIV.
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Affiliation(s)
- Jens D Lundgren
- Centre of Excellence for Health, Immunity and Infections (CHIP), Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Esther Møllers Vej 6, 2100, Copenhagen Ø, Denmark.
| | - Alvaro H Borges
- Centre of Excellence for Health, Immunity and Infections (CHIP), Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Esther Møllers Vej 6, 2100, Copenhagen Ø, Denmark
| | - James D Neaton
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, USA
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31
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Kramer JR, Hartman C, White DL, Royse K, Richardson P, Thrift AP, Raychaudhury S, Desiderio R, Sanchez D, Chiao EY. Validation of HIV-infected cohort identification using automated clinical data in the Department of Veterans Affairs. HIV Med 2019; 20:567-570. [PMID: 31131549 DOI: 10.1111/hiv.12757] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/18/2019] [Indexed: 11/29/2022]
Abstract
OBJECTIVES The US Department of Veterans Affairs (VA) is the largest integrated health care provider for HIV-infected patients in the USA. VA data for HIV-specific clinical and quality improvement research are an important resource. We sought to determine the accuracy of using the VA Corporate Data Warehouse (CDW), a fully automated medical records database for all VA users nationally, to identify HIV-infected patients compared with a gold-standard VA HIV Clinical Case Registry (CCR). METHODS We assessed the test performance characteristics of each of our CDW criteria-based algorithms (presence of one, two or all of the following: diagnostic codes for HIV, positive HIV laboratory tests, and prescription for HIV medication) by calculating their sensitivity (proportion of HIV-positive patients in the CCR accurately detected as HIV-positive by the CDW algorithm) and positive predictive value (PPV; the proportion of patients identified by the CDW algorithm who were classified as HIV-positive from the CCR). RESULTS We found that using a CDW algorithm requiring two of three HIV diagnostic criteria yielded the highest sensitivity (95.2%) with very little trade-off in PPV (93.5%). CONCLUSIONS A two diagnostic criteria-based algorithm can be utilized to accurately identify HIV-infected cohorts seen in the nationwide VA health care system.
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Affiliation(s)
- J R Kramer
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, TX, USA.,Department of Medicine, Baylor College of Medicine, Houston, TX, USA.,Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - C Hartman
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, TX, USA
| | - D L White
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, TX, USA.,Department of Medicine, Baylor College of Medicine, Houston, TX, USA.,Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, USA.,Center for Translational Research in Inflammatory Diseases (CTRID), Michael E. DeBakey VA Medical Center, Houston, TX, USA
| | - K Royse
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, TX, USA.,Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - P Richardson
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, TX, USA.,Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - A P Thrift
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA.,Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - S Raychaudhury
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, TX, USA
| | - R Desiderio
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, TX, USA
| | - D Sanchez
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, TX, USA
| | - E Y Chiao
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, TX, USA.,Department of Medicine, Baylor College of Medicine, Houston, TX, USA.,Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, USA
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32
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Kiweewa F, Esber A, Musingye E, Reed D, Crowell TA, Cham F, Semwogerere M, Namagembe R, Nambuya A, Kafeero C, Tindikahwa A, Eller LA, Millard M, Gelderblom HC, Keshinro B, Adamu Y, Maswai J, Owuoth J, Sing’oei VC, Maganga L, Bahemana E, Khamadi S, Robb ML, Ake JA, Polyak CS, Kibuuka H. HIV virologic failure and its predictors among HIV-infected adults on antiretroviral therapy in the African Cohort Study. PLoS One 2019; 14:e0211344. [PMID: 30721233 PMCID: PMC6363169 DOI: 10.1371/journal.pone.0211344] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Accepted: 01/12/2019] [Indexed: 12/18/2022] Open
Abstract
INTRODUCTION The 2016 WHO consolidated guidelines on the use of antiretroviral drugs defines HIV virologic failure for low and middle income countries (LMIC) as plasma HIV-RNA ≥ 1000 copies/mL. We evaluated virologic failure and predictors in four African countries. MATERIALS AND METHODS We included HIV-infected participants on a WHO recommended antiretroviral therapy (ART) regimen and enrolled in the African Cohort Study between January 2013 and October 2017. Studied outcomes were virologic failure (plasma HIV-RNA ≥ 1000 copies/mL at the most recent visit), viraemia (plasma HIV-RNA ≥ 50 copies/mL at the most recent visit); and persistent viraemia (plasma HIV-RNA ≥ 50 copies/mL at two consecutive visits). Generalized linear models were used to estimate relative risks with their 95% confidence intervals. RESULTS 2054 participants were included in this analysis. Viraemia, persistent viraemia and virologic failure were observed in 396 (19.3%), 160 (7.8%) and 184 (9%) participants respectively. Of the participants with persistent viraemia, only 57.5% (92/160) had confirmed virologic failure. In the multivariate analysis, attending clinical care site other than the Uganda sitebeing on 2nd line ART (aRR 1.8, 95% CI 1·28-2·66); other ART combinations not first line and not second line (aRR 3.8, 95% CI 1.18-11.9), a history of fever in the past week (aRR 3.7, 95% CI 1.69-8.05), low CD4 count (aRR 6.9, 95% CI 4.7-10.2) and missing any day of ART (aRR 1·8, 95% CI 1·27-2.57) increased the risk of virologic failure. Being on 2nd line therapy, the site where one receives care and CD4 count < 500 predicted viraemia, persistent viraemia and virologic failure. CONCLUSION In conclusion, these findings demonstrate that HIV-infected patients established on ART for more than six months in the African setting frequently experienced viraemia while continuing to be on ART. The findings also show that being on second line, low CD4 count, missing any day of ART and history of fever in the past week remain important predictors of virologic failure that should trigger intensified adherence counselling especially in the absence of reliable or readily available viral load monitoring. Finally, clinical care sites are different calling for further analyses to elucidate on the unique features of these sites.
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Affiliation(s)
- Francis Kiweewa
- Makerere University- Walter Reed Project, Kampala, Uganda
- * E-mail:
| | - Allahna Esber
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, United States of America
| | - Ezra Musingye
- Makerere University- Walter Reed Project, Kampala, Uganda
| | - Domonique Reed
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, United States of America
| | - Trevor A. Crowell
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, United States of America
| | - Fatim Cham
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, United States of America
| | | | | | - Alice Nambuya
- Makerere University- Walter Reed Project, Kampala, Uganda
| | - Cate Kafeero
- Makerere University- Walter Reed Project, Kampala, Uganda
| | | | - Leigh Anne Eller
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, United States of America
| | - Monica Millard
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America
| | - Huub C. Gelderblom
- International AIDS Vaccine Initiative, New York, New York, United States of America
| | | | - Yakubu Adamu
- HJF Medical Research International, Abuja, Nigeria
| | - Jonah Maswai
- HJF Medical Research International, Kericho, Kenya
| | - John Owuoth
- HJF Medical Research International, Kisumu, Kenya
| | | | | | | | | | - Merlin L. Robb
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, United States of America
| | - Julie A. Ake
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America
| | - Christina S. Polyak
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, United States of America
| | - Hannah Kibuuka
- Makerere University- Walter Reed Project, Kampala, Uganda
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Patrikar S, Kachroo K, Sharma J, Kotwal A, Basannar DR, Bhatti VK, Mukherji S, Nair V. A systematic review and cost-effectiveness analyses of the new World Health Organization guidelines for the treatment of HIV-positive adults in India. Med J Armed Forces India 2019; 75:31-40. [PMID: 30705476 DOI: 10.1016/j.mjafi.2018.08.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Accepted: 08/30/2018] [Indexed: 11/17/2022] Open
Abstract
Background The World Health Organization (WHO) in 2013 has revised its guidelines on antiretroviral therapy (ART) treatment for human immunodeficiency virus (HIV)-positive adults and further updated it in 2016. Based on the WHO recommendations, in May 2017, National AIDS Control Organisation, India recommended initiation of ART treatment for all people living with HIV, regardless of CD4 count, clinical stage, age, or population. This systematic review aims to assess the clinical effectiveness and cost implication of the new guidelines for India. Methods A systematic and comprehensive literature search on PubMed, OvidSP, Cochrane Library, and Google Scholar was carried out. Studies reporting either acquired immunodeficiency syndrome (AIDS) or mortality or both as outcome variables were selected. A meta-analysis of the available studies was carried out. The risk ratio was calculated to assess the reduction in AIDS or mortality or both. Cost-effectiveness analysis using health technology principles evaluating the lives saved in terms of incremental cost-effectiveness ratio and cost per quality-adjusted life years gained was carried out. Results Nine eligible studies were included for the meta-analysis. For India, the pooled relative risk of AIDS or mortality or both being 0.84 (95% confidence interval [CI], 0.76-0.92) and 0.78 (95% CI, 0.68-0.89) for ART initiation at CD4 count of ≤350 vs CD4 count of ≤500 and at CD4 count of ≤500 vs CD4 count > 500 cells/mm3, respectively. The incremental cost for per additional life saved is US$ 2592 and US$ 2357 for ART initiation at ≤500 and > 500 CD4 count, respectively. Conclusion The adoption of the new WHO guidelines is beneficial with substantial reduction in AIDS or mortality or both. This study suggests that adopting new WHO guidelines is cost-effective for India.
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Affiliation(s)
- Seema Patrikar
- Statistician, Department of Community Medicine, Armed Forces Medical College, Pune 411040, India
| | - Kavita Kachroo
- Consultant, NHSRC, Ministry of Health and Family Welfare, India
| | - Jitendar Sharma
- Director, WHO Collaborating Centre for Priority Medical Devices & Health Technology Policy, NHSRC, Ministry of Health and Family Welfare, India
| | - Atul Kotwal
- Professor (Community Medicine), Army College of Medical Science, New Delhi 110010, India
| | - D R Basannar
- Scientist 'F', Department of Community Medicine, Armed Forces Medical College, Pune 411040, India
| | - V K Bhatti
- Director Health, Armed Forces Medical Services, O/o DGAFMS. Ministry of Defence, Delhi, India
| | | | - Velu Nair
- Senior Consultant, Haemato-Oncology & Bone Marrow Transplant, Comprehensive Blood & Cancer Center (CBCC), 632, C-1, Ansals Palam Vihar, Carterpuri, Gurgaon 122017, India
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Li AH, Wu ZY, Jiang Z, McGoogan JM, Zhao Y, Duan S. Duration of Human Immunodef iciency Virus Infection at Diagnosis among New Human Immunodef iciency Virus Cases in Dehong, Yunnan, China, 2008-2015. Chin Med J (Engl) 2018; 131:1936-1943. [PMID: 30082524 PMCID: PMC6085858 DOI: 10.4103/0366-6999.238152] [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: 11/23/2022] Open
Abstract
Background: On diagnosis of human immunodeficiency virus (HIV) infection, a person may have been infected already for many years. This study aimed to estimate the duration of HIV infection at the time of diagnosis. Methods: Newly diagnosed HIV cases in Dehong, China, from 2008 to 2015 were studied. Duration of infection at the time of diagnosis was calculated using the first CD4 cell count result after diagnosis and a CD4 depletion model of disease progression. Multiple linear regression analysis was used to investigate the associated risk factors. Results: A total of 5867 new HIV cases were enrolled. Overall, mean duration of infection was 6.3 years (95% confidence interval [CI]: 6.2, 6.5). After adjusting for confounding, significantly shorter durations of infection were observed among participants who were female (beta: −0.37, 95% CI: −0.64, −0.09), Dai ethnicity (beta: −0.28, 95% CI: −0.57, 0.01), and infected through injecting drug use (beta: −1.82, 95% CI: −2.25, −1.39). Compared to the hospital setting, durations were shorter for those diagnosed in any other settings, and compared to 2008, durations were shorter for those diagnosed all years after 2010. Results: A total of 5867 new HIV cases were enrolled. Overall, mean duration of infection was 6.3 years (95% confidence interval [CI]: 6.2, 6.5). After adjusting for confounding, significantly shorter durations of infection were observed among participants who were female (beta: −0.37, 95% CI: −0.64, −0.09), Dai ethnicity (beta: −0.28, 95% CI: −0.57, 0.01), and infected through injecting drug use (beta: −1.82, 95% CI: −2.25, −1.39). Compared to the hospital setting, durations were shorter for those diagnosed in any other settings, and compared to 2008, durations were shorter for those diagnosed all years after 2010. Conclusion: Although the reduction in duration of infection at the time of diagnosis observed in Dehong was significant, it may not have had a meaningful impact.
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Affiliation(s)
- Ai-Hua Li
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China
| | - Zun-You Wu
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; Department of Epidemiology, University of California, Los Angeles, California, USA
| | - Zhen Jiang
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China
| | - Jennifer M McGoogan
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China
| | - Yan Zhao
- National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China
| | - Song Duan
- Dehong Prefecture Center for Disease Control and Prevention, Mangshi, Yunnan 678400, China
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Ford N, Penazzato M, Vitoria M, Doherty M, Davies MA, Zaniewski E, Tymejczyk O, Egger M, Nash D. The contribution of observational studies in supporting the WHO 'treat all' recommendation for HIV/AIDS. J Virus Erad 2018; 4:5-8. [PMID: 30515308 PMCID: PMC6248853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
In 2015, the World Health Organization (WHO) recommended that all people living with HIV (PLWH) should start antiretroviral therapy (ART) irrespective of clinical or immune status. This recommendation followed almost 20 years of research into the clinical and population-level benefits and risks of starting ART early compared with deferring treatment. This article summarises the ways in which observational data support the work of WHO, including the support provided by the International epidemiology Databases to Evaluate AIDS (IeDEA), taking the example of 'treat all'.
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Affiliation(s)
- Nathan Ford
- Department of HIV and Global Hepatitis Programme, WHO,
Geneva,
Switzerland
| | - Martina Penazzato
- Department of HIV and Global Hepatitis Programme, WHO,
Geneva,
Switzerland
| | - Marco Vitoria
- Department of HIV and Global Hepatitis Programme, WHO,
Geneva,
Switzerland
| | - Meg Doherty
- Department of HIV and Global Hepatitis Programme, WHO,
Geneva,
Switzerland
| | - Mary-Ann Davies
- Centre for Infectious Disease Epidemiology and Research, School of Public Health and Family Medicine,
University of Cape Town,
South Africa
| | - Elizabeth Zaniewski
- Institute of Social and Preventive Medicine,
University of Bern,
Switzerland
| | | | - Matthias Egger
- Institute of Social and Preventive Medicine,
University of Bern,
Switzerland
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The contribution of observational studies in supporting the WHO ‘treat all’ recommendation for HIV/AIDS. J Virus Erad 2018. [DOI: 10.1016/s2055-6640(20)30346-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
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Cardiac status of perinatally HIV-infected children: assessing combination antiretroviral regimens in observational studies. AIDS 2018; 32:2337-2346. [PMID: 30102660 DOI: 10.1097/qad.0000000000001988] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVE To evaluate potential adverse associations of individual antiretroviral medications used in combination antiretroviral therapy regimens on cardiac structure and function in youth with perinatally-acquired HIV infection (PHIV). DESIGN PHIV youth (N = 325) enrolled in a prospective multisite cohort study had a single echocardiogram at age 7-16 years to evaluate cardiac function and structure. METHODS We applied several statistical approaches to evaluate associations between use of 18 individual antiretroviral medications with Z-scores for 11 measures of left ventricular function and structure. These included simultaneously evaluating all antiretroviral medications in adjusted linear regression models controlling for the false discovery rate (FDR), applying hierarchical models to estimate individual antiretroviral medication effects as deviations from drug class means, and evaluating latent measures of cardiac function and structure underlying multiple echocardiographic parameters. RESULTS Youth taking combination regimens with a protease inhibitor (69%) had significantly better cardiac function than those on other regimens. After FDR control and adjustment for other antiretroviral medications, no individual antiretroviral medication was significantly associated with any measure of left ventricular function, but zidovudine was associated with higher adjusted mean Z-scores for one measure of left ventricular structure (end-systolic wall stress). Factor analysis identified three latent factors: heart function, heart size, and heart wall stress. Lopinavir was associated with better heart function scores, whereas zidovudine was associated with higher wall stress scores. Zidovudine and nevirapine were associated with higher heart size factor scores. CONCLUSIONS Despite cardioprotective effects of combination regimens in PHIV youth, individual antiretroviral medications were associated with altered cardiac structure, which could progress to symptomatic cardiomyopathy in adulthood.
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Keil AP, Edwards JK. A review of time scale fundamentals in the g-formula and insidious selection bias. CURR EPIDEMIOL REP 2018; 5:205-213. [PMID: 30555772 PMCID: PMC6289285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
PURPOSE OF REVIEW We review recent examples of data analysis with the g-formula, a powerful tool for analyzing longitudinal data and survival analysis. Specifically, we focus on the common choices of time scale and review inferential issues that may arise. RECENT FINDINGS Researchers are increasingly engaged with questions that require time scales subject to left-truncation and right-censoring. The assumptions necessary for allowing right-censoring are well defined in the literature, whereas similar assumptions for left-truncation are not well defined. Policy and biologic considerations sometimes dictate that observational data must be analyzed on time scales that are subject to left-truncation, such as age. SUMMARY Further consideration of left-truncation is needed, especially when biologic or policy considerations dictate that age is the relevant time scale of interest. Methodologic development is needed to reduce potential for bias when left-truncation may occur.
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Ueda P, Gulayin P, Danaei G. Long-term moderately elevated LDL-cholesterol and blood pressure and risk of coronary heart disease. PLoS One 2018; 13:e0200017. [PMID: 30059527 PMCID: PMC6066205 DOI: 10.1371/journal.pone.0200017] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Accepted: 06/18/2018] [Indexed: 12/12/2022] Open
Abstract
Background Harmful effects of long-term exposure to moderately elevated low-density lipoprotein (LDL)-cholesterol and blood pressure on coronary heart disease (CHD) have not been rigorously examined. We estimated the risk of CHD under long-term exposure to moderately elevated LDL-cholesterol and blood pressure compared with the risk under shorter exposures to higher levels of the same risk factors. Methods Observational study using data from 2,714 adults in Framingham Offspring Study who were free of existing cardiovascular disease and aged <70 years at baseline (1987–1991). We used the parametric g-formula to estimate 16-year CHD risk under different levels and durations of exposure to LDL-cholesterol (low: <130 mg/dL, moderate: 130 to <160 mg/dL, high 160 to <190 mg/dL, and very high: ≥190 mg/dL) and systolic blood pressure (low: <120 mmHg, prehypertension: 120 to <140 mmHg, stage 1 hypertension: 140 to <160 mmHg, and stage 2 hypertension: ≥160 mmHg). Results The estimated 16-year CHD risk under exposure to low LDL was 8.2% (95% CI = 7.0–9.6). The 16-year CHD risk under exposure to moderate LDL was 8.9% (7.8–10.1) which was similar to CHD risk under 8 years of low LDL followed by 8 years of high LDL at 9.0% (7.7–10.3); and 12 years of low LDL followed by 4 years of very high LDL at 8.8% (7.6–10.1). The results for blood pressure were similar. Conclusions Long-term exposure to moderate levels of LDL-cholesterol and blood pressure had a similar impact on CHD risk as shorter exposures to levels considered ‘high’ per clinical guidelines.
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Affiliation(s)
- Peter Ueda
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
- Clinical Epidemiology Unit, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
- Department of Global Health Policy, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Pablo Gulayin
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
- Institute for Clinical Effectiveness and Health Policy (IECS) in Buenos Aires, Buenos Aires, Argentina
| | - Goodarz Danaei
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
- * E-mail:
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Keil AP, Edwards JK. A Review of Time Scale Fundamentals in the g-Formula and Insidious Selection Bias. CURR EPIDEMIOL REP 2018. [DOI: 10.1007/s40471-018-0153-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Schomaker M, Leroy V, Wolfs T, Technau KG, Renner L, Judd A, Sawry S, Amorissani-Folquet M, Noguera-Julian A, Tanser F, Eboua F, Navarro ML, Chimbetete C, Amani-Bosse C, Warszawski J, Phiri S, N'Gbeche S, Cox V, Koueta F, Giddy J, Sygnaté-Sy H, Raben D, Chêne G, Davies MA. Optimal timing of antiretroviral treatment initiation in HIV-positive children and adolescents: a multiregional analysis from Southern Africa, West Africa and Europe. Int J Epidemiol 2018; 46:453-465. [PMID: 27342220 DOI: 10.1093/ije/dyw097] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/31/2016] [Indexed: 01/08/2023] Open
Abstract
Background There is limited knowledge about the optimal timing of antiretroviral treatment initiation in older children and adolescents. Methods A total of 20 576 antiretroviral treatment (ART)-naïve patients, aged 1-16 years at enrolment, from 19 cohorts in Europe, Southern Africa and West Africa, were included. We compared mortality and growth outcomes for different ART initiation criteria, aligned with previous and recent World Health Organization criteria, for 5 years of follow-up, adjusting for all measured baseline and time-dependent confounders using the g-formula. Results Median (1st;3rd percentile) CD4 count at baseline was 676 cells/mm 3 (394; 1037) (children aged ≥ 1 and < 5 years), 373 (172; 630) (≥ 5 and < 10 years) and 238 (88; 425) (≥ 10 and < 16 years). There was a general trend towards lower mortality and better growth with earlier treatment initiation. In children < 10 years old at enrolment, by 5 years of follow-up there was lower mortality and a higher mean height-for-age z-score with immediate ART initiation versus delaying until CD4 count < 350 cells/mm 3 (or CD4% < 15% or weight-for-age z-score < -2) with absolute differences in mortality and height-for-age z-score of 0.3% (95% confidence interval: 0.1%; 0.6%) and -0.08 (-0.09; -0.06) (≥ 1 and < 5 years), and 0.3% (0.04%; 0.5%) and -0.07 (-0.08; -0.05) (≥ 5 and < 10 years). In those aged > 10 years at enrolment we did not find any difference in mortality or growth with immediate ART initiation, with estimated differences of -0.1% (-0.2%; 0.6%) and -0.03 (-0.05; 0.00), respectively. Growth differences in children aged < 10 years persisted for treatment thresholds using higher CD4 values. Regular follow-up led to better height and mortality outcomes. Conclusions Immediate ART is associated with lower mortality and better growth for up to 5 years in children < 10 years old. Our results on adolescents were inconclusive.
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Affiliation(s)
- Michael Schomaker
- Centre for Infectious Disease Epidemiology and Research, University of Cape Town, Cape Town, South Africa
| | - Valeriane Leroy
- Inserm, U1027, Université Paul Sabatier Toulouse 3 Toulouse, France
| | - Tom Wolfs
- Children's Hospital/UMCU, Department of Infectious Diseases, Utrecht, The Netherlands
| | - Karl-Günter Technau
- Department of Paediatrics & Child Health, Rahima Moosa Mother and Child Hospital and University of the Witwatersrand, Johannesburg, South Africa.,Empilweni Services and Research Unit, Department of Paediatrics & Child Health, Rahima Moosa Mother and Child Hospital and University of the Witwatersrand, Johannesburg, South Africa
| | - Lorna Renner
- University of Ghana Medical School, Accra, Ghana
| | - Ali Judd
- MRC Clinical Trials Unit, University College London, London, UK
| | - Shobna Sawry
- University of the Witwatersrand, Wits Reproductive Health and HIV Institute, Chris Hani Baragwanath Academic Hospital, Soweto, South Africa
| | | | - Antoni Noguera-Julian
- Pediatrics Department, Hospital Sant Joan de Déu, Universitat de Barcelona, Barcelona, Spain
| | - Frank Tanser
- Africa Centre for Health and Population Studies, University of KwaZulu-Natal, Somkhele, South Africa.,School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa.,Centre for the AIDS Programme of Research in South Africa - CAPRISA, University of KwaZulu-Natal, Congella, South Africa
| | | | | | | | | | - Josiane Warszawski
- Centre de recherche en épidémiologie et santé des populations, 1018 Inserm, France
| | - Sam Phiri
- Lighthouse Trust Clinic, Kamuzu Central Hospital, Lilongwe, Malawi
| | - Sylvie N'Gbeche
- Centre de Prise en Charge de Recherche et de Formation Enfants, Abidjan, Côte d'Ivoire
| | - Vivian Cox
- Médecins Sans Frontiéres South Africa, Cape Town, South Africa
| | - Fla Koueta
- Charles de Gaulle University Hospital, Ouagadougou, Burkina Faso
| | - Janet Giddy
- Sinikithemba Clinic, McCord Hospital, Durban, South Africa
| | | | - Dorthe Raben
- Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Geneviève Chêne
- University of Bordeaux Bordeaux, ISPED, Centre INSERM U1219-Bordeaux Population Health, F-33000 Bordeaux, France.,INSERM, ISPED, Centre INSERM U1219-Bordeaux Population Health, F-33000 Bordeaux, France.,CHU de Bordeaux, Pôle de santé publique, Service d information médicale, F-33000 Bordeaux, France
| | - Mary-Ann Davies
- Centre for Infectious Disease Epidemiology and Research, University of Cape Town, Cape Town, South Africa
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Song A, Liu X, Huang X, Meyers K, Oh DY, Hou J, Xia W, Su B, Wang N, Lu X, Xia H, Yang X, Chen H, Wu H. From CD4-Based Initiation to Treating All HIV-Infected Adults Immediately: An Evidence-Based Meta-analysis. Front Immunol 2018; 9:212. [PMID: 29487595 PMCID: PMC5816781 DOI: 10.3389/fimmu.2018.00212] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2017] [Accepted: 01/25/2018] [Indexed: 11/13/2022] Open
Abstract
Background The World Health Organization (WHO) Consolidated antiretroviral therapy (ART) guidelines set the CD4+ T-cell counts threshold to 500 cells/mm3 in 2013, and 2015 guidelines recommend treating all HIV-infected adults regardless of their CD4+ T-cell counts. To inform the decision-making around ART guidelines for people living with HIV, we systematically reviewed the literature to estimate differences in clinical benefits between individuals starting treatment with baseline CD4+ T-cell counts ≥500 cells/mm3 (early initiation) as compared to <500 cells/mm3 (deferred initiation). Methods We systematically searched the electronic databases and abstracts for randomized controlled trials (RCT) and observational studies. Outcomes were mortality, AIDS progression, AIDS or death, immunologic recovery, and virologic suppression. We pooled data across studies and performed analyses of effect sizes. Results We identified 13 studies comparing early and deferred treatment. The pooled risk ratio (RR) of mortality of 11 observational studies was 0.90 (95% CI 0.82–0.99), with moderate heterogeneity (I2 = 53%). The pooled RR for progression to AIDS from two observational studies was 0.77 (95% CI 0.47–1.24). Five observational studies found a pooled RR of death or AIDS of 0.94 (95% CI 0.93–0.95). For the outcome of immunologic recovery, defined as CD4+ T-cell counts reaching at least 800 cells/mm3 after ART, one observational study found early initiation of ART had an HR (hazard ratio) of 2.39 (95% CI 1.93–2.96). The pooled RR of viral suppression (a viral load <50 copies/ml) after 9 months from one cohort was 1.04 (95% CI 0.99–1.09). Conclusion Mortality risk and risk for AIDS appear to be reduced among people living with HIV with early initiation of ART, based on current WHO guidelines, as compared to those with deferred initiation of ART (<500 cells/mm3).
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Affiliation(s)
- Aixin Song
- Center for Infectious Diseases, Beijing You'an Hospital, Capital Medical University, Beijing, China
| | - Xinchao Liu
- Infectious Diseases Department, Peking Union Medical College Hospital, Beijing, China
| | - Xiaojie Huang
- Center for Infectious Diseases, Beijing You'an Hospital, Capital Medical University, Beijing, China
| | - Kathrine Meyers
- The Aaron Diamond AIDS Research Center, New York, NY, United States
| | - Djin-Ye Oh
- The Aaron Diamond AIDS Research Center, New York, NY, United States
| | - Jianhua Hou
- Center for Infectious Diseases, Beijing You'an Hospital, Capital Medical University, Beijing, China
| | - Wei Xia
- Center for Infectious Diseases, Beijing You'an Hospital, Capital Medical University, Beijing, China
| | - Bin Su
- Center for Infectious Diseases, Beijing You'an Hospital, Capital Medical University, Beijing, China
| | - Ni Wang
- School of Biomedical Engineering, Capital Medical University, Beijing, China
| | - Xiaofan Lu
- Center for Infectious Diseases, Beijing You'an Hospital, Capital Medical University, Beijing, China
| | - Huan Xia
- Center for Infectious Diseases, Beijing You'an Hospital, Capital Medical University, Beijing, China
| | - Xiaodong Yang
- Center for Infectious Diseases, Beijing You'an Hospital, Capital Medical University, Beijing, China
| | - Hui Chen
- School of Biomedical Engineering, Capital Medical University, Beijing, China
| | - Hao Wu
- Center for Infectious Diseases, Beijing You'an Hospital, Capital Medical University, Beijing, China
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Murray EJ, Robins JM, Seage GR, Lodi S, Hyle EP, Reddy KP, Freedberg KA, Hernán MA. Using Observational Data to Calibrate Simulation Models. Med Decis Making 2018; 38:212-224. [PMID: 29141153 PMCID: PMC5771959 DOI: 10.1177/0272989x17738753] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Individual-level simulation models are valuable tools for comparing the impact of clinical or public health interventions on population health and cost outcomes over time. However, a key challenge is ensuring that outcome estimates correctly reflect real-world impacts. Calibration to targets obtained from randomized trials may be insufficient if trials do not exist for populations, time periods, or interventions of interest. Observational data can provide a wider range of calibration targets but requires methods to adjust for treatment-confounder feedback. We propose the use of the parametric g-formula to estimate calibration targets and present a case-study to demonstrate its application. METHODS We used the parametric g-formula applied to data from the HIV-CAUSAL Collaboration to estimate calibration targets for 7-y risks of AIDS and/or death (AIDS/death), as defined by the Center for Disease Control and Prevention under 3 treatment initiation strategies. We compared these targets to projections from the Cost-effectiveness of Preventing AIDS Complications (CEPAC) model for treatment-naïve individuals presenting to care in the following year ranges: 1996 to 1999, 2000 to 2002, or 2003 onwards. RESULTS The parametric g-formula estimated a decreased risk of AIDS/death over time and with earlier treatment. The uncalibrated CEPAC model successfully reproduced targets obtained via the g-formula for baseline 1996 to 1999, but over-estimated calibration targets in contemporary populations and failed to reproduce time trends in AIDS/death risk. Calibration to g-formula targets improved CEPAC model fit for contemporary populations. CONCLUSION Individual-level simulation models are developed based on best available information about disease processes in one or more populations of interest, but these processes can change over time or between populations. The parametric g-formula provides a method for using observational data to obtain valid calibration targets and enables updating of simulation model inputs when randomized trials are not available.
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Affiliation(s)
- Eleanor J Murray
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA (EJM, JMR, GRS, SL, MAH)
| | - James M Robins
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA (EJM, JMR, GRS, SL, MAH)
- Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA (JMR, MAH)
| | - George R Seage
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA (EJM, JMR, GRS, SL, MAH)
| | - Sara Lodi
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA (EJM, JMR, GRS, SL, MAH)
| | - Emily P Hyle
- Division of Infectious Disease, Massachusetts General Hospital, Boston, MA, USA (EPH, KAF)
| | - Krishna P Reddy
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA, USA (KPR)
| | - Kenneth A Freedberg
- Division of Infectious Disease, Massachusetts General Hospital, Boston, MA, USA (EPH, KAF)
- Department of Health Policy and Management, Harvard School of Public Health, Boston, MA, USA (KAF)
- Center for AIDS Research, Harvard University, Boston, MA, USA (KAF)
| | - Miguel A Hernán
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA (EJM, JMR, GRS, SL, MAH)
- Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA (JMR, MAH)
- Harvard-MIT Division of Health Sciences and Technology, Boston, MA, USA (MAH)
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Lodi S, Günthard HF, Dunn D, Garcia F, Logan R, Jose S, Bucher HC, Scherrer AU, Schneider MP, Egger M, Glass TR, Reiss P, van Sighem A, Boender TS, Phillips AN, Porter K, Hawkins D, Moreno S, Monge S, Paraskevis D, Simeon M, Vourli G, Sabin C, Hernán MA. Effect of immediate initiation of antiretroviral treatment on the risk of acquired HIV drug resistance. AIDS 2018; 32:327-335. [PMID: 29135583 PMCID: PMC5758415 DOI: 10.1097/qad.0000000000001692] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE We estimated and compared the risk of clinically identified acquired drug resistance under immediate initiation [the currently recommended antiretroviral therapy (ART) initiation strategy], initiation with CD4 cell count less than 500 cells/μl and initiation with CD4 cell count less than 350 cells/μl. DESIGN Cohort study based on routinely collected data from the HIV-CAUSAL collaboration. METHODS For each individual, baseline was the earliest time when all eligibility criteria (ART-naive, AIDS free, and others) were met after 1999. Acquired drug resistance was defined using the Stanford classification as resistance to any antiretroviral drug that was clinically identified at least 6 months after ART initiation. We used the parametric g-formula to adjust for time-varying (CD4 cell count, HIV RNA, AIDS, ART regimen, and drug resistance testing) and baseline (calendar period, mode of acquisition, sex, age, geographical origin, ethnicity and cohort) characteristics. RESULTS In 50 981 eligible individuals, 10% had CD4 cell count more than 500 cells/μl at baseline, and 63% initiated ART during follow-up. Of 2672 tests for acquired drug resistance, 794 found resistance. The estimated 7-year risk (95% confidence interval) of acquired drug resistance was 3.2% (2.8,3.5) for immediate initiation, 3.1% (2.7,3.3) for initiation with CD4 cell count less than 500 cells/μl, and 2.8% (2.5,3.0) for initiation with CD4 cell count less than 350 cells/μl. In analyses restricted to individuals with baseline in 2005-2015, the corresponding estimates were 1.9% (1.8, 2.5), 1.9% (1.7, 2.4), and 1.8% (1.7, 2.2). CONCLUSION Our findings suggest that the risk of acquired drug resistance is very low, especially in recent calendar periods, and that immediate ART initiation only slightly increases the risk. It is unlikely that drug resistance will jeopardize the proven benefits of immediate ART initiation.
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Affiliation(s)
- Sara Lodi
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Huldrych F Günthard
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | | | | | - Roger Logan
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | | | - Heiner C Bucher
- Basel Institute for Clinical Epidemiology and Biostatistics, University Hospital Basel, University of Basel, Basel
| | - Alexandra U Scherrer
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Marie-Paule Schneider
- Department of Ambulatory Care and Community Medicine, University of Lausanne, Lausanne
- Community Pharmacy, School of Pharmaceutical Sciences, University of Geneva, Geneva
| | - Matthias Egger
- Institute of Social and Preventive Medicine, University of Bern, Bern
| | - Tracy R Glass
- Swiss Tropical and Public Health Institute
- University of Basel, Basel, Switzerland
| | - Peter Reiss
- Stichting HIV Monitoring
- Division of Infectious Diseases, Department of Global Health, Academic Medical Centre, University of Amsterdam
- Amsterdam Institute for Global Health and Development, Amsterdam, the Netherlands
| | | | | | | | | | | | - Santiago Moreno
- IRYCIS, Ramón y Cajal Hospital
- University of Alcalá de Henares
| | - Susana Monge
- University of Alcalá de Henares
- National Centre of Epidemiology - ISCIII, Madrid, Spain
| | | | | | - Georgia Vourli
- National and Kapodistrian University of Athens Medical School, Athens
| | | | - Miguel A Hernán
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
- Harvard-MIT Division of Health Sciences and Technology, Boston, Massachusetts, USA
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Lodi S, Costagliola D, Sabin C, Del Amo J, Logan R, Abgrall S, Reiss P, van Sighem A, Jose S, Blanco JR, Hernando V, Bucher HC, Kovari H, Segura F, Ambrosioni J, Gogos CA, Pantazis N, Dabis F, Vandenhende MA, Meyer L, Seng R, Gill MJ, Krentz H, Phillips AN, Porter K, Grinsztejn B, Pacheco AG, Muga R, Tate J, Justice A, Hernán MA. Effect of Immediate Initiation of Antiretroviral Treatment in HIV-Positive Individuals Aged 50 Years or Older. J Acquir Immune Defic Syndr 2017; 76:311-318. [PMID: 28746165 PMCID: PMC5704899 DOI: 10.1097/qai.0000000000001498] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Clinical guidelines recommend immediate initiation of combined antiretroviral therapy for all HIV-positive individuals. However, those guidelines are based on trials of relatively young participants. METHODS We included HIV-positive antiretroviral therapy-naive, AIDS-free individuals aged 50-70 years after 2004 in the HIV-CAUSAL Collaboration. We used the parametric g-formula to estimate the 5-year risk of all-cause and non-AIDS mortality under (1) immediate initiation at baseline and initiation at CD4 count, (2) <500 cells/mm, and (3) <350 cells/mm. Results were presented separately for the general HIV population and for a US Veterans cohort with high mortality. RESULTS The study included 9596 individuals (28% US Veterans) with median (interquantile range) age of 55 (52-60) years and CD4 count of 336 (182-513) at baseline. The 5-year risk of all-cause mortality was 0.40% (95% confidence interval (CI): 0.10 to 0.71) lower for the general HIV population and 1.61% (95% CI: 0.79 to 2.67) lower for US Veterans when comparing immediate initiation vs initiation at CD4 <350 cells/mm. The 5-year risk of non-AIDS mortality was 0.17% (95% CI: -0.07 to 0.43) lower for the general HIV population and 1% (95% CI: 0.31 to 2.00) lower for US Veterans when comparing immediate initiation vs initiation at CD4 <350 cells/mm. CONCLUSIONS Immediate initiation seems to reduce all-cause and non-AIDS mortality in patients aged 50-70 years.
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Affiliation(s)
- Sara Lodi
- 1Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA; 2Sorbonne Universités, INSERM, UPMC Univ Paris 06, Institut Pierre Louis d'épidémiologie et de Santé Publique (IPLESP UMRS 1136), Paris, France; 3Institute of Global Health, University College London, London, United Kingdom; 4Centro Nacional de Epidemiologia, Instituto de Salud Carlos III, Madrid, Spain; 5CIBERESP, Instituto de Salud Carlos III, Madrid, Spain; 6AP-HP, Hôpital Antoine Béclère, Service de Médecine Interne, Clamart, France; 7Stichting HIV Monitoring, Amsterdam, the Netherlands; 8Academic Medical Centre, Department of Global Health and Division of Infectious Diseases, University of Amsterdam, Amsterdam, the Netherlands; 9Amsterdam Institute for Global Health and Development, Amsterdam, the Netherlands; 10Hospital San Pedro-CIBIR, Logroño, Spain; 11Basel Institute for Clinical Epidemiology and Biostatistics, University Hospital Basel, University of Basel, Basel, Switzerland; 12Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland; 13Infectious Disease Department, Hospital Parc Tauli, Sabadell, Spain; 14Hospital Clinic-IDIBAPS, Barcelona, Spain; 15Division of Infectious Diseases, Patras University Hospital, Patras, Greece; 16Department of Hygiene, Epidemiology and Medical Statistics, Faculty of Medicine, National and Kapodistrian University of Athens, Athens, Greece; 17Université de Bordeaux, ISPED, Centre INSERM U1219-Epidemiologie-Biostatistique, Bordeaux, France; 18Centre INSERM U1219- Centre Inserm Epidémiologie et Biostatistique, Université de Bordeaux, Bordeaux, France; 19Department of Internal Medicine, Bordeaux University Hospital, Bordeaux, France; 20Université Paris Sud, UMR 1018, le Kremlin Bicêtre, Paris, France; 21Inserm, UMR 1018, le Kremlin Bicêtre, Paris, France; 22AP-HP, Hôpital de Bicêtre, Service de Santé Publique, le Kremlin Bicêtre, Paris, France; 23Southern Alberta Clinic, Calgary, AB, Canada; 24Department of Medicine, University of Calgary, Calgary, AB, Canada; 25Instituto Nacional de Infectologia Evandro Chagas, Fundacao Oswaldo Cruz, Rio de Janeiro, Brasil; 26Programa de Computação Científica, Fundacao Oswaldo Cruz, Rio de Janeiro, Brasil; 27Hospital Universitari Germans Trias i Pujol, Badalona, Spain; 28Department of Internal Medicine, Yale University School of Medicine, New Haven; 29VA Connecticut Healthcare System, West Haven, CT; 30Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston; and 31Harvard-MIT Division of Health Sciences and Technology, Boston, MA
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46
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Zhang Y, Young JG, Thamer M, Hernán MA. Comparing the Effectiveness of Dynamic Treatment Strategies Using Electronic Health Records: An Application of the Parametric g-Formula to Anemia Management Strategies. Health Serv Res 2017; 53:1900-1918. [PMID: 28560811 DOI: 10.1111/1475-6773.12718] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
OBJECTIVE To compare the effectiveness of dynamic anemia management strategies by applying the parametric g-formula to electronic health records. DATA SOURCE/STUDY SETTING Patients with end-stage renal disease from the US Renal Data System who had congestive heart failure or ischemic heart disease and were undergoing hemodialysis in outpatient dialysis facilities between 2006 and 2010. STUDY DESIGN We explicitly emulated a target trial of three erythropoietin dosing strategies (aimed at achieving a low, middle, or high hematocrit) and estimated the observational analog of the per-protocol effect. RESULTS Of 156,945 eligible patients, 41,970 died during the 18-month follow-up. Compared to the low-hematocrit strategy, the estimated risk of death was 4.6 (95% CI 4.4-4.9) percentage points higher under the high-hematocrit strategy and 1.8 (95% CI 1.7-1.9) percentage points higher under the mid-hematocrit strategy. The corresponding risk differences for a composite outcome of death and myocardial infarction were similar. CONCLUSION An explicit emulation of a target trial using electronic health records, combined with the parametric g-formula, allowed comparison of real-world dynamic strategies that have not been compared in randomized trials.
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Affiliation(s)
- Yi Zhang
- Medical Technology and Practice Patterns Institute, Bethesda, MD
| | - Jessica G Young
- Department of Population Medicine, Harvard Medical School, Boston, MA
| | - Mae Thamer
- Medical Technology and Practice Patterns Institute, Bethesda, MD
| | - Miguel A Hernán
- Departments of Epidemiology and Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA.,Harvard-MIT Division of Health Sciences and Technology, Boston, MA
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Merci NM, Emerence U, Augustin N, Habtu M, Julie I, Angelique T, Jessica B, Cynthia A, Penda AT. CD4+ cells recovery in HIV positive patients with severe immunosuppression at HAART initiation at Centre Medico-Social Cor-Unum, Kigali. Pan Afr Med J 2017; 26:14. [PMID: 28450993 PMCID: PMC5398215 DOI: 10.11604/pamj.2017.26.14.10488] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2016] [Accepted: 11/16/2016] [Indexed: 11/11/2022] Open
Abstract
INTRODUCTION Up to 30% of HIV infected patients who are receiving HAART do not exhibit a marked increase in the CD4+ T cell count. There is still a concern that immune recovery may not be complete once CD4+ T cells have decreased below 200 cells/μl. The objective is to assess CD4+ cell recovery in HIV+ patients with CD4 count below 200 cells/μl) at HAART initiation. METHODS This was a retrospective cohort study among 110 HIV+ patients with initial CD4 count < 200 cells/μl. Baseline Age, sex, CD4 count and viral load were extracted from the patient's database. After12 months of HAART; CD4 count was done using flow cytometry and viremia by COBAS AmpliPrep/COBAS TaqMan HIV-1 test v 2.0 technology. RESULTS The mean age of the respondents was 35 years; males being 57% and females were 43%. The mean CD4 count before HAART was 110.18 cells/μl whereas at 12 months of HAART; this was 305.01 cells/μl. Though some patients did not achieve a CD4 count of more than 200 cells/μl or a drop in viral load; there was a significant recovery of CD4+ cells (P value=0.000) and viremia following HAART (P value=0.001). Participants aged 18-30 years were likely to have less than 200 cells/μl CD4 count (46.4%) [OR=4.33; 95%CI: 1.29-14.59; P=0.018] than participants aged above 40 years (16.7%). CONCLUSION HAART was associated with viremia suppression but many patients failed to achieve a CD4 count >200 cells/μl. HAART before severe immunosuppression is a key factor for immune restoration among HIV+ patients.
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Affiliation(s)
- Nyiramana Marie Merci
- Mount Kenya University, College of Health Sciences, Department of Medical Laboratory Sciences, Kenya
| | - Uwimana Emerence
- Mount Kenya University, College of Health Sciences, Department of Medical Laboratory Sciences, Kenya
| | - Nzitakera Augustin
- Mount Kenya University, College of Health Sciences, Department of Medical Laboratory Sciences, Kenya.,University of Rwanda, College of Medicine and health Sciences, Department of Biomedical Laboratory Sciences, Kigali, Rwanda
| | - Michael Habtu
- Mount Kenya University, College of Health Sciences, Department of Medical Laboratory Sciences, Kenya.,Institute of Tropical Medicine and Infectious Diseases, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | - Ingabire Julie
- Mount Kenya University, College of Health Sciences, Department of Medical Laboratory Sciences, Kenya
| | - Tuyishime Angelique
- Mount Kenya University, College of Health Sciences, Department of Medical Laboratory Sciences, Kenya
| | - Beneyo Jessica
- Mount Kenya University, College of Health Sciences, Department of Medical Laboratory Sciences, Kenya
| | - Akimana Cynthia
- Mount Kenya University, College of Health Sciences, Department of Medical Laboratory Sciences, Kenya
| | - Augustin Twizerimana Penda
- Mount Kenya University, College of Health Sciences, Department of Medical Laboratory Sciences, Kenya.,University of Rwanda, College of Medicine and health Sciences, Department of Biomedical Laboratory Sciences, Kigali, Rwanda
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Borges ÁH, Neuhaus J, Babiker AG, Henry K, Jain MK, Palfreeman A, Mugyenyi P, Domingo P, Hoffmann C, Read TRH, Pujari S, Meulbroek M, Johnson M, Wilkin T, Mitsuyasu R. Immediate Antiretroviral Therapy Reduces Risk of Infection-Related Cancer During Early HIV Infection. Clin Infect Dis 2016; 63:1668-1676. [PMID: 27609756 DOI: 10.1093/cid/ciw621] [Citation(s) in RCA: 65] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Accepted: 09/01/2016] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND In the Strategic Timing of Antiretroviral Treatment (START) study, immediate combination antiretroviral therapy (cART) initiation reduced cancer risk by 64%. We hypothesized that risk reduction was higher for infection-related cancer and determined by differences in CD4 cell counts and human immunodeficiency virus (HIV) RNA between the study arms. METHODS Incident malignancies in START were categorized into infection-related and infection-unrelated cancer. We used Cox models to assess factors associated with both cancer categories. We used sequential adjustment for baseline covariates, cancer risk factors, and HIV-specific variables to investigate potential mediators of cancer risk reduction with immediate cART. RESULTS There were 14 cancers among persons randomized to immediate cART (6 infection-related and 8 infection-unrelated) and 39 cancers in the deferred arm (23 infection-related and 16 infection-unrelated); hazard ratios of immediate vs deferred cART initiation were 0.26 (95% confidence interval [CI], .11-.64) for infection-related and 0.49 (95% CI, .21-1.15) for infection-unrelated cancer. Independent predictors of infection-related cancer were older age, higher body mass index, low- to middle-income region, HIV RNA, and baseline CD8 cell count. Older age and baseline CD8 cell count were independent predictors of infection-unrelated cancer. Adjustment for latest HIV RNA level had little impact on the protective effect of immediate cART on infection-related cancer. Adjustment for latest HIV RNA level, but not for CD4 cell count or cancer risk factors, attenuated the effect of immediate cART on infection-unrelated cancer. CONCLUSIONS Immediate cART initiation significantly reduces risk of cancer. Although limited by small sample size, this benefit does not appear to be solely attributable to HIV RNA suppression and may be also mediated by other mechanisms.
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Affiliation(s)
- Álvaro H Borges
- Centre for Health and Infectious Diseases Research, Department of Infectious Diseases, Section 2100, Rigshospitalet, University of Copenhagen, Denmark
| | - Jacqueline Neuhaus
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis
| | - Abdel G Babiker
- Medical Research Council Clinical Trials Unit, University College London, United Kingdom
| | - Keith Henry
- Hennepin County Medical Center, Minneapolis, Minnesota
| | - Mamta K Jain
- Division of Infectious Disease, UT Southwestern Medical Center, Dallas, Texas
| | - Adrian Palfreeman
- Department of Infectious Diseases, University Hospitals Leicester NHS Trust, Leicester, United Kingdom
| | | | - Pere Domingo
- Infectious Diseases Unit, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona and Red de Investigación en SIDA, Barcelona, Spain
| | - Christian Hoffmann
- Infektionsmedizinisches Centrum Hamburg Study Center, Hamburg.,Department of Medicine II, University of Schleswig-Holstein, Kiel, Germany
| | - Tim R H Read
- Melbourne Sexual Health Centre, Alfred Hospital and Central Clinical School, Monash University, Australia
| | - Sanjay Pujari
- Institute of Infectious Diseases, Pune, Maharashtra, India
| | | | - Margaret Johnson
- Ian Charleson Day Centre, Royal Free Hospital, London, United Kingdom
| | - Timothy Wilkin
- Division of Infectious Diseases, Weill Cornell Medicine, New York, New York
| | - Ronald Mitsuyasu
- Center for Clinical AIDS Research and Education, David Geffen School of Medicine, University of California, Los Angeles
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Lundgren JD, Babiker AG, Gordin F, Emery S, Grund B, Sharma S, Avihingsanon A, Cooper DA, Fätkenheuer G, Llibre JM, Molina JM, Munderi P, Schechter M, Wood R, Klingman KL, Collins S, Lane HC, Phillips AN, Neaton JD. Initiation of Antiretroviral Therapy in Early Asymptomatic HIV Infection. N Engl J Med 2015; 373:795-807. [PMID: 26192873 PMCID: PMC4569751 DOI: 10.1056/nejmoa1506816] [Citation(s) in RCA: 2026] [Impact Index Per Article: 225.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Data from randomized trials are lacking on the benefits and risks of initiating antiretroviral therapy in patients with asymptomatic human immunodeficiency virus (HIV) infection who have a CD4+ count of more than 350 cells per cubic millimeter. METHODS We randomly assigned HIV-positive adults who had a CD4+ count of more than 500 cells per cubic millimeter to start antiretroviral therapy immediately (immediate-initiation group) or to defer it until the CD4+ count decreased to 350 cells per cubic millimeter or until the development of the acquired immunodeficiency syndrome (AIDS) or another condition that dictated the use of antiretroviral therapy (deferred-initiation group). The primary composite end point was any serious AIDS-related event, serious non-AIDS-related event, or death from any cause. RESULTS A total of 4685 patients were followed for a mean of 3.0 years. At study entry, the median HIV viral load was 12,759 copies per milliliter, and the median CD4+ count was 651 cells per cubic millimeter. On May 15, 2015, on the basis of an interim analysis, the data and safety monitoring board determined that the study question had been answered and recommended that patients in the deferred-initiation group be offered antiretroviral therapy. The primary end point occurred in 42 patients in the immediate-initiation group (1.8%; 0.60 events per 100 person-years), as compared with 96 patients in the deferred-initiation group (4.1%; 1.38 events per 100 person-years), for a hazard ratio of 0.43 (95% confidence interval [CI], 0.30 to 0.62; P<0.001). Hazard ratios for serious AIDS-related and serious non-AIDS-related events were 0.28 (95% CI, 0.15 to 0.50; P<0.001) and 0.61 (95% CI, 0.38 to 0.97; P=0.04), respectively. More than two thirds of the primary end points (68%) occurred in patients with a CD4+ count of more than 500 cells per cubic millimeter. The risks of a grade 4 event were similar in the two groups, as were the risks of unscheduled hospital admissions. CONCLUSIONS The initiation of antiretroviral therapy in HIV-positive adults with a CD4+ count of more than 500 cells per cubic millimeter provided net benefits over starting such therapy in patients after the CD4+ count had declined to 350 cells per cubic millimeter. (Funded by the National Institute of Allergy and Infectious Diseases and others; START ClinicalTrials.gov number, NCT00867048.).
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When is the best time to initiate antiretroviral therapy? Lancet HIV 2015; 2:e312-3. [PMID: 26423369 DOI: 10.1016/s2352-3018(15)00122-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Accepted: 06/08/2015] [Indexed: 11/22/2022]
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