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Neilan AM, Ufio OL, Brenner IR, Flanagan CF, Shebl FM, Hyle EP, Freedberg KA, Ciaranello AL, Patel K. Projected Life Expectancy for Adolescents With HIV in the US. JAMA HEALTH FORUM 2024; 5:e240816. [PMID: 38728022 PMCID: PMC11087843 DOI: 10.1001/jamahealthforum.2024.0816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 02/25/2024] [Indexed: 05/12/2024] Open
Abstract
Importance Life expectancy is a key measure of overall population health. Life expectancy estimates for youth with HIV in the US are needed in the current HIV care and treatment context to guide health policies and resource allocation. Objective To compare life expectancy between 18-year-old youth with perinatally acquired HIV (PHIV), youth with nonperinatally acquired HIV (NPHIV), and youth without HIV. Design, Setting, and Participants Using a US-focused adolescent-specific Monte Carlo state-transition HIV model, we simulated individuals from age 18 years until death. We estimated probabilities of HIV treatment and care engagement, HIV progression, clinical events, and mortality from observational cohorts and clinical trials for model input parameters. The simulated individuals were 18-year-old race and ethnicity-matched youth with PHIV, youth with NPHIV, and youth without HIV; 47%, 85%, and 50% were assigned male sex at birth, respectively. Individuals were categorized by US Centers for Disease Control and Prevention-defined HIV acquisition risk: men who have sex with men, people who ever injected drugs, heterosexually active individuals at increased risk for HIV infection, or average risk for HIV infection. Distributions were 3%, 2%, 12%, and 83% for youth with PHIV and youth without HIV, and 80%, 6%, 14%, and 0% for youth with NPHIV, respectively. Among the simulated youth in this analysis, individuals were 61% Black, 24% Hispanic, and 15% White, respectively. Exposures HIV status by timing of acquisition. Main Outcomes Life expectancy loss for youth with PHIV and youth with NPHIV: difference between mean projected life expectancy under current and ideal HIV care scenarios compared with youth without HIV. Uncertainty intervals reflect varying adolescent HIV-related mortality inputs (95% CIs). Results Compared with youth without HIV (life expectancy: male, 76.3 years; female, 81.7 years), male youth with PHIV and youth with NPHIV had projected life expectancy losses of 10.4 years (95% CI, 5.5-18.1) and 15.0 years (95% CI, 9.3-26.8); female youth with PHIV and youth with NPHIV had projected life expectancy losses of 11.8 years (95% CI, 6.4-20.2) and 19.5 years (95% CI, 13.8-31.6), respectively. When receiving ideal HIV care, life expectancy losses were projected to improve for youth with PHIV (male: 0.5 years [95% CI, 0.3-1.8]: female: 0.6 years [95% CI, 0.4-2.1]) but were projected to persist for youth with NPHIV (male: 6.0 years [95% CI, 5.0-9.1]; female: 10.4 years [95% CI, 9.4-13.6]). Conclusions This adolescent-focused microsimulation modeling analysis projected that youth with HIV would have shorter life expectancy than youth without HIV. Projected differences were larger for youth with NPHIV compared with youth with PHIV. Differences in mortality by sex at birth, sexual behavior, and injection drug use contributed to lower projected life expectancy among youth with NPHIV. Interventions focused on HIV care and social factors are needed to improve life expectancy for youth with HIV in the US.
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Affiliation(s)
- Anne M. Neilan
- Division of General Academic Pediatrics, Department of Pediatrics, Massachusetts General Hospital, Boston
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston
- Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
| | - Ogochukwu L. Ufio
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston
| | - Isaac Ravi Brenner
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston
| | - Clare F. Flanagan
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston
| | - Fatma M. Shebl
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
| | - Emily P. Hyle
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston
- Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
- Harvard University Center for AIDS Research, Cambridge, Massachusetts
| | - Kenneth A. Freedberg
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston
- Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
- Harvard University Center for AIDS Research, Cambridge, Massachusetts
- Division of General Internal Medicine, Massachusetts General Hospital, Boston
| | - Andrea L. Ciaranello
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston
- Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
- Harvard University Center for AIDS Research, Cambridge, Massachusetts
| | - Kunjal Patel
- Department of Epidemiology, Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
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Ahmed M, Nijhawan AE, Gao A, Ahn C, Chow JY. Association Between Substance Abuse and Mental Illness Symptoms Screener (SAMISS) Scores and HIV Care Continuum Outcomes in People Newly Diagnosed with HIV in the US South. AIDS Behav 2024; 28:1731-1740. [PMID: 38361170 DOI: 10.1007/s10461-024-04287-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/29/2024] [Indexed: 02/17/2024]
Abstract
Mental illness (MI) and substance use (SU) are highly prevalent among people with HIV (PWH) and impact care outcomes. The Substance Abuse and Mental Illness Symptoms Screener (SAMISS) is a validated screener for MI and SU, but it is unknown how screening results at entry to care correlate with subsequent HIV outcomes. This is a retrospective chart review of individuals newly diagnosed with HIV between 2016 and 2019 in a Southern US, safety-net clinic. Baseline demographics, HIV risk factors, socioeconomic variables, and SAMISS screening scores were collected. Outcomes included retention in care, achieving virologic suppression (VS), and continuous VS. Data analyses included stepwise Cox and logistic multivariate regression modeling. Among the 544 newly diagnosed PWH, mean age was 35, 76% were male, 46% non-Hispanic Black, 40% Hispanic/other. Overall, 35% screened positive for SU and 41% for MI. A positive SU (odds ratio (OR) 0.66, p = 0.04) or MI (OR 0.65, p = 0.03) SAMISS screening was associated with lower retention in care in univariate analysis, but was not statistically significant after adjusting for other variables. Positive SAMISS screening for SU and MI were both associated with reduced continuous VS in univariate and multivariate analyses (SU: adjusted OR (aOR) 0.67, p = 0.05; MI: aOR 0.66, p = 0.03). SAMISS is a useful tool for prospectively identifying individuals at risk for low retention in care and for not achieving sustained VS. Future interventions guided by SAMISS may improve HIV care continuum outcomes.
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Affiliation(s)
- Manal Ahmed
- University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Ank E Nijhawan
- Department of Internal Medicine, Division of Infectious Diseases and Geographic Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Ang Gao
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Chul Ahn
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Jeremy Y Chow
- Department of Internal Medicine, Division of Infectious Diseases and Geographic Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA.
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA.
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Suffrin JCD, Rosenthal A, Kamtsendero L, Kachimanga C, Munyaneza F, Kalua J, Ndarama E, Trapence C, Aron MB, Connolly E, Dullie LW. Re-engagement and retention in HIV care after preventive default tracking in a cohort of HIV-infected patients in rural Malawi: A mixed-methods study. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0002437. [PMID: 38381760 PMCID: PMC10880992 DOI: 10.1371/journal.pgph.0002437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 01/02/2024] [Indexed: 02/23/2024]
Abstract
Loss-to-follow-up (LTFU) in the era of test-and-treat remains a universal challenge, especially in rural areas. To mitigate LTFU, the HIV program in Neno District, Malawi, utilizes a preventive default tracking strategy named Tracking for Retention and Client Enrollment (TRACE). We utilized a mixed-methods descriptive study of the TRACE program on patient's re-engagement and retention in care (RiC). In the quantitative arm, we utilized secondary data of HIV-infected patients in the TRACE program from January 2018 to June 2019 and analyzed patients' outcomes at 6-, 12-, and 24-months post-tracking. In the qualitative arm, we analyzed primary data from 25 semi-structured interviews. For the study period, 1028 patients were eligible with median age was 30 years, and 52% were women. We found that after tracking, 982 (96%) of patients with a 6-week missed appointment returned to care. After returning to care, 906 (88%), 864 (84%), and 839 (82%) were retained in care respectively at 6-,12-, and 24-months. In the multivariate analysis, which included all the covariates from the univariate analysis (including gender, BMI, age, and the timing of ART initiation), the results showed that RiC at 6 months was linked to WHO stage IV at the start of treatment (with an adjusted odds ratio (aOR) of 0.18; 95% confidence interval (CI) of 0.06-0.54) and commencing ART after the test-and-treat recommendation (aOR of 0.08; 95% CI: 0.06-0.18). RiC after 12 months was associated with age between 15 and 29 years (aOR = 0.18; 95%CI: 0.03-0.88), WHO stage IV (aOR = 0.12; 95%CI: 0.04-0.16) and initiating ART after test-and-treat recommendations (aOR = 0.08; 95%CI: 0.04-0.16). RiC at 24 months post-tracking was associated with being male (aOR = 0.61; 95%CI: 0.40-0.92) and initiating ART after test-and-treat recommendations (aOR = 0.16; 95%CI:0.10-0.25). The qualitative analysis revealed that clarity of the visit's purpose, TRACE's caring approach changed patient's mindset, enhanced sense of responsibility and motivated patients to resume care. We recommend integrating tracking programs in HIV care as it led to increase patient follow up and patient behavior change.
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Affiliation(s)
| | - Anat Rosenthal
- Department of Health Policy and Management, Faculty of Health Sciences, Ben-Gurion University of the Negev, Be’er Sheva, Israel
| | | | | | | | - Jonathan Kalua
- Ministry of Health, Neno District Hospital, Donda, Malawi
| | - Enoch Ndarama
- Ministry of Health, Neno District Hospital, Donda, Malawi
| | | | - Moses Banda Aron
- Partners In Health, Neno, Malawi
- Research Group Snake Bite Envenoming, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
| | - Emilia Connolly
- Partners In Health, Neno, Malawi
- Division of Pediatrics, College of Medicine University of Cincinnati, Cincinnati, Ohio, United States of America
- Division of Hospital Medicine, Cincinnati Children Hospital Medical Center, Cincinnati, Ohio, United States of America
| | - Luckson W. Dullie
- Partners In Health, Neno, Malawi
- Department of Family Medicine, School of Medicine and Oral Health, Kamuzu University of Health Sciences, Blantyre, Malawi
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Amick AK, Eskibozkurt GE, Hosek SG, Flanagan CF, Landovitz RJ, Jin EY, Wilson CM, Freedberg KA, Weinstein MC, Kazemian P, Paltiel AD, Ciaranello AL, Neilan AM. Daily Oral HIV Pre-exposure Prophylaxis Among Young Men Who Have Sex With Men in the United States: Cost-saving at Generic Drug Price. Clin Infect Dis 2024; 78:402-410. [PMID: 37823865 PMCID: PMC10874274 DOI: 10.1093/cid/ciad566] [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: 05/10/2023] [Indexed: 10/13/2023] Open
Abstract
BACKGROUND Adherence and retention concerns raise questions about the effectiveness and cost-effectiveness of oral HIV pre-exposure prophylaxis (PrEP) in young men who have sex with men (YMSM). METHODS Using an adolescent-focused simulation model, we compared annual HIV screening alone with tenofovir disoproxil fumarate/emtricitabine-based oral PrEP with every 3-month HIV screening in YMSM (aged 15-24) at increased risk of HIV. Data derived from published sources included: age-stratified HIV incidence/100 person-years (PY) on- or off-PrEP (0.6-10.1 or 0.4-6.4), PrEP retention at 6 years (28%), transmissions by HIV RNA level (0.0-78.4/100PY) and annual costs of antiretroviral therapy ($32 000-69 000), HIV care ($3100-34 600), and PrEP program/generic drug ($900/360). Outcomes included transmissions (percent of cohort infected), quality-adjusted life-years (QALYs), costs ($), and incremental cost-effectiveness ratios ($/QALY). We explored the sensitivity of findings to variation in HIV incidence and drug prices. RESULTS Compared with annual screening alone, PrEP would increase QALYs (9.58 to 9.67), reduce new infections (37% to 30%), and decrease costs (by $5000) over 10 years. PrEP would remain cost-saving for HIV incidence off-PrEP ≥5.1/100PY or annual PrEP price ≤$1200. Over a lifetime horizon, PrEP would be cost-saving for HIV incidence off-PrEP ≥1.0/100PY, across all retention assumptions examined. PrEP would not be cost-effective at HIV incidence ≤0.1/100PY, regardless of drug price, due to programmatic costs. CONCLUSIONS In US YMSM at increased risk of HIV, generic oral PrEP and every-3-month screening would be cost-saving compared with annual screening alone, even with high discontinuation and low adherence, over a range of HIV incidences.
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Affiliation(s)
- Alyssa K Amick
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - G Ege Eskibozkurt
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Sybil G Hosek
- Stroger Hospital of Cook County, Chicago, Illinois, USA
| | - Clare F Flanagan
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Raphael J Landovitz
- UCLA Center for Clinical AIDS Research & Education, Los Angeles, California, USA
| | - Elena Y Jin
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Craig M Wilson
- Department of Epidemiology, University of Alabama at Birmingham School of Public Health, Birmingham, Alabama, USA
| | - Kenneth A Freedberg
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, USA
- Division of Infectious Diseases, Department of Medicine; Massachusetts General Hospital, Boston, Massachusetts, USA
- Division of General Internal Medicine, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Health Policy and Management, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Milton C Weinstein
- Department of Health Policy and Management, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Pooyan Kazemian
- Weatherhead School of Management, Case Western Reserve University, Cleveland, Ohio, USA
| | - A David Paltiel
- Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut, USA
| | - Andrea L Ciaranello
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, USA
- Division of Infectious Diseases, Department of Medicine; Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Anne M Neilan
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, USA
- Division of Infectious Diseases, Department of Medicine; Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Division of General Academic Pediatrics, Department of Pediatrics, Massachusetts General Hospital, Boston, Massachusetts, USA
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5
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Chen W, Gandhi M, Sax PE, Neilan AM, Garland WH, Wilkin T, Cohen R, Ciaranello AL, Kulkarni SP, Eron J, Freedberg KA, Hyle EP. Projected Benefits of Long-Acting Antiretroviral Therapy in Nonsuppressed People With Human Immunodeficiency Virus Experiencing Adherence Barriers. Open Forum Infect Dis 2023; 10:ofad390. [PMID: 37601728 PMCID: PMC10439527 DOI: 10.1093/ofid/ofad390] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 07/19/2023] [Indexed: 08/22/2023] Open
Abstract
Background In a demonstration project, long-acting, injectable cabotegravir-rilpivirine (CAB-RPV) achieved viral suppression in a high proportion of people with HIV (PWH) who were virologically nonsuppressed with adherence barriers. We projected the long-term impact of CAB-RPV for nonsuppressed PWH experiencing adherence barriers. Methods Using the Cost-Effectiveness of Preventing AIDS Complications (CEPAC) model, we compared 3 strategies: (1) standard of care oral integrase inhibitor-based ART (INSTI); (2) INSTI-based ART with supportive social services ("wraparound services" [WS]) (INSTI/WS); and (3) CAB-RPV with WS (CAB-RPV/WS). Model outcomes included viral suppression (%) and engagement in care (%) at 3 years, and life expectancy (life-years [LYs]). Base case cohort characteristics included mean age of 47y (standard deviation [SD], 10y), 90% male at birth, and baseline mean CD4 count 150/µL (SD, 75/µL). Viral suppression at 3 months was 13% (INSTI), 28% (INSTI/WS), and 60% (CAB-RPV/WS). Mean loss to follow-up was 28/100 person-years (PY) (SD, 2/100 PY) without WS and 16/100 PY (SD, 1/100 PY) with WS. Results Projected viral suppression at 3 years would vary widely: 16% (INSTI), 38% (INSTI/WS), and 44% (CAB-RPV/WS). Life expectancy would be 7.4 LY (INSTI), 9.0 LY (INSTI/WS), and 9.4 LY (CAB-RPV/WS). Projected benefits over oral ART would be greater for PWH initiating CAB-RPV/WS at lower CD4 counts. Across plausible key parameter ranges, CAB-RPV/WS would improve viral suppression and life expectancy compared with oral INSTI strategies. Conclusions These model-based results support that long-acting injectable CAB-RPV with extensive support services for nonsuppressed PWH experiencing adherence barriers is likely to increase viral suppression and improve survival. A prospective study to provide further evidence is needed.
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Affiliation(s)
- Wanyi Chen
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Monica Gandhi
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Paul E Sax
- Harvard Medical School, Boston, Massachusetts, USA
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Anne M Neilan
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA
- Division of General Academic Pediatrics, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Wendy H Garland
- Division of HIV and STD Programs, Los Angeles County Department of Public Health, Los Angeles, California, USA
| | - Timothy Wilkin
- Division of Infectious Diseases, Weill Cornell Medicine, New York, New York, USA
| | - Rebecca Cohen
- Division of HIV and STD Programs, Los Angeles County Department of Public Health, Los Angeles, California, USA
| | - Andrea L Ciaranello
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA
- Center for AIDS Research, Harvard University, Cambridge, Massachusetts, USA
| | - Sonali P Kulkarni
- Division of HIV and STD Programs, Los Angeles County Department of Public Health, Los Angeles, California, USA
| | - Joseph Eron
- Division of General Academic Pediatrics, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Medicine, Division of Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Kenneth A Freedberg
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA
- Center for AIDS Research, Harvard University, Cambridge, Massachusetts, USA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Health Policy and Management, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Emily P Hyle
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA
- Center for AIDS Research, Harvard University, Cambridge, Massachusetts, USA
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Jhuti D, Zakaryan G, El-Kechen H, Rehman N, Youssef M, Garcia C, Arora V, Zani B, Leenus A, Wu M, Makanjuola O, Mbuagbaw L. Describing Engagement in the HIV Care Cascade: A Methodological Study. HIV AIDS (Auckl) 2023; 15:257-265. [PMID: 37255532 PMCID: PMC10226482 DOI: 10.2147/hiv.s406524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 04/24/2023] [Indexed: 06/01/2023] Open
Abstract
Introduction Engagement in the HIV care cascade is required for people living with HIV (PLWH) to achieve an undetectable viral load. However, varying definitions of engagement exist, contributing to heterogeneity in research regarding how many individuals are actively participating and benefitting from care. A standardized definition is needed to enhance comparability and pooling of data from engagement studies. Objectives The objective of this paper was to describe the various definitions for engagement used in HIV clinical trials. Methods Articles were retrieved from CASCADE, a database of 298 clinical trials conducted to improve the HIV care cascade (https://hivcarecascade.com/), curated by income level, vulnerable population, who delivered the intervention, the setting in which it was delivered, the intervention type, and the level of pragmatism of the intervention. Studies with engagement listed as an outcome were selected from this database. Results 13 studies were eligible, of which five did not provide an explicit definition for engagement. The remaining studies used one or more of the following: appointment adherence (n=6), laboratory testing (n=2), adherence to antiretroviral therapy (n=2), time specification (n=5), intervention adherence (n=5), and quality of interaction (n=1). Conclusion This paper highlights the existing diversity in definitions for engagement in the HIV care cascade and categorize these definitions into appointment adherence, laboratory testing, adherence to antiretroviral therapy, time specification, intervention adherence, and quality of interaction. We recommend consensus on how to describe and measure engagement.
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Affiliation(s)
- Diya Jhuti
- Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
- Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Gohar Zakaryan
- Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Hussein El-Kechen
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
| | - Nadia Rehman
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
| | - Mark Youssef
- Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Cristian Garcia
- Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Vaibhav Arora
- Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Babalwa Zani
- Public Health Research Unit, AB Consulting, Cape Town, South Africa
| | - Alvin Leenus
- Faculty of Law, University of Ottawa, Ottawa, ON, Canada
| | - Michael Wu
- Michael DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada
| | | | - Lawrence Mbuagbaw
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
- Biostatistics Unit, Father Sean O’Sullivan Research Centre, Hamilton, ON, Canada
- Centre for Development of Best Practices in Health, Yaoundé Central Hospital, Yaoundé, Cameroon
- Department of Global Health, Stellenbosch University, Cape Town, South Africa
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7
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Mason JA, Friedman EE, Devlin SA, Schneider JA, Ridgway JP. Predictive Modeling of Lapses in Care for People Living with HIV in Chicago: Algorithm Development and Interpretation. JMIR Public Health Surveill 2023; 9:e43017. [PMID: 37195750 PMCID: PMC10233431 DOI: 10.2196/43017] [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: 09/27/2022] [Revised: 03/01/2023] [Accepted: 04/11/2023] [Indexed: 05/18/2023] Open
Abstract
BACKGROUND Reducing care lapses for people living with HIV is critical to ending the HIV epidemic and beneficial for their health. Predictive modeling can identify clinical factors associated with HIV care lapses. Previous studies have identified these factors within a single clinic or using a national network of clinics, but public health strategies to improve retention in care in the United States often occur within a regional jurisdiction (eg, a city or county). OBJECTIVE We sought to build predictive models of HIV care lapses using a large, multisite, noncurated database of electronic health records (EHRs) in Chicago, Illinois. METHODS We used 2011-2019 data from the Chicago Area Patient-Centered Outcomes Research Network (CAPriCORN), a database including multiple health systems, covering the majority of 23,580 people with an HIV diagnosis living in Chicago. CAPriCORN uses a hash-based data deduplication method to follow people across multiple Chicago health care systems with different EHRs, providing a unique citywide view of retention in HIV care. From the database, we used diagnosis codes, medications, laboratory tests, demographics, and encounter information to build predictive models. Our primary outcome was lapses in HIV care, defined as having more than 12 months between subsequent HIV care encounters. We built logistic regression, random forest, elastic net logistic regression, and XGBoost models using all variables and compared their performance to a baseline logistic regression model containing only demographics and retention history. RESULTS We included people living with HIV with at least 2 HIV care encounters in the database, yielding 16,930 people living with HIV with 191,492 encounters. All models outperformed the baseline logistic regression model, with the most improvement from the XGBoost model (area under the receiver operating characteristic curve 0.776, 95% CI 0.768-0.784 vs 0.674, 95% CI 0.664-0.683; P<.001). Top predictors included the history of care lapses, being seen by an infectious disease provider (vs a primary care provider), site of care, Hispanic ethnicity, and previous HIV laboratory testing. The random forest model (area under the receiver operating characteristic curve 0.751, 95% CI 0.742-0.759) revealed age, insurance type, and chronic comorbidities (eg, hypertension), as important variables in predicting a care lapse. CONCLUSIONS We used a real-world approach to leverage the full scope of data available in modern EHRs to predict HIV care lapses. Our findings reinforce previously known factors, such as the history of prior care lapses, while also showing the importance of laboratory testing, chronic comorbidities, sociodemographic characteristics, and clinic-specific factors for predicting care lapses for people living with HIV in Chicago. We provide a framework for others to use data from multiple different health care systems within a single city to examine lapses in care using EHR data, which will aid in jurisdictional efforts to improve retention in HIV care.
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Affiliation(s)
- Joseph A Mason
- The Chicago Center for HIV Elimination, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Eleanor E Friedman
- The Chicago Center for HIV Elimination, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Samantha A Devlin
- The Chicago Center for HIV Elimination, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - John A Schneider
- The Chicago Center for HIV Elimination, Department of Medicine, University of Chicago, Chicago, IL, United States
| | - Jessica P Ridgway
- The Chicago Center for HIV Elimination, Department of Medicine, University of Chicago, Chicago, IL, United States
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Tarfa A, Pecanac K, Shiyanbola OO. A qualitative inquiry into the patient-related barriers to linkage and retention in HIV care within the community setting. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2022; 9:100207. [PMID: 36568895 PMCID: PMC9772845 DOI: 10.1016/j.rcsop.2022.100207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 11/29/2022] [Accepted: 11/30/2022] [Indexed: 12/07/2022] Open
Abstract
Background People with the Human Immunodeficiency Virus (PWH) experience barriers to care within the community that impedes their progress from when they discover that they are HIV positive to becoming virally suppressed. For individuals with HIV to achieve sustained viral suppression, they must be linked to care to start receiving anti-retroviral therapy and remain retained in care for continuous treatment. However, HIV surveillance data shows that many PWH are not linked to care and become lost to continuous follow-up care. Although pharmacists, PWH, and social workers interact with one another and are aware of their roles in HIV care, their perspectives on barriers to linkage and retention in care have not been investigated collectively. Objectives Explore the perspectives of PWH, pharmacists, and social workers on barriers to linkage and retention of HIV care within the community setting. Methods Convenience sampling was used to recruit 15 stakeholders (five PWH, five community pharmacists, and five social workers) who participated in 1-h, semi-structured interviews based on three domains of the Patient-centered Medical Home Model including (1) experiences (individual and system-level barriers to care experienced by PWH), (2) activities (social workers and pharmacists initiatives that impact adherence to care)and (3) interventions (critical issues pharmacists can address in the community to engage PWH in their HIV care). We conducted a directed content analysis based on deductive coding. To establish rigor, we focused on Lincoln and Guba's criteria of rigorous qualitative methodology: credibility, dependability, confirmability, and transferability. Similarities and divergences of themes were discussed during data analysis and agreement was reached before interpretation. Results Emergent themes uncovered barriers to linkage and retention in HIV care as HIV-related stigma, having mental health illnesses including a history of substance abuse and social determinants of health such as homelessness, food insecurity, and insurance issues. Conclusion The perspectives of pharmacists, social workers, and PWH can provide insight into barriers that should be identified and addressed in people living with HIV to enhance their linkage and retention in care.
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Affiliation(s)
- Adati Tarfa
- 2506 Rennebohm Hall, School of Pharmacy, University of Wisconsin, 777 Highland Ave., Madison, WI 53705-222, United States of America,Corresponding author.
| | - Kristen Pecanac
- 4167 Signe Skott Cooper Hall, University of Wisconsin, 701 Highland Avenue, Madison, WI 53705, United States of America
| | - Olayinka O. Shiyanbola
- 2517 Rennebohm Hall, School of Pharmacy, University of Wisconsin, 777 Highland Ave., Madison, WI 53705-222, United States of America
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9
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Ridgway JP, Ajith A, Friedman EE, Mugavero MJ, Kitahata MM, Crane HM, Moore RD, Webel A, Cachay ER, Christopoulos KA, Mayer KH, Napravnik S, Mayampurath A. Multicenter Development and Validation of a Model for Predicting Retention in Care Among People with HIV. AIDS Behav 2022; 26:3279-3288. [PMID: 35394586 PMCID: PMC9474706 DOI: 10.1007/s10461-022-03672-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/23/2022] [Indexed: 11/26/2022]
Abstract
Predictive analytics can be used to identify people with HIV currently retained in care who are at risk for future disengagement from care, allowing for prioritization of retention interventions. We utilized machine learning methods to develop predictive models of retention in care, defined as no more than a 12 month gap between HIV care appointments in the Center for AIDS Research Network of Integrated Clinical Systems (CNICS) cohort. Data were split longitudinally into derivation and validation cohorts. We created logistic regression (LR), random forest (RF), and gradient boosted machine (XGB) models within a discrete-time survival analysis framework and compared their performance to a baseline model that included only demographics, viral suppression, and retention history. 21,267 Patients with 507,687 visits from 2007 to 2018 were included. The LR model outperformed the baseline model (AUC 0.68 [0.67-0.70] vs. 0.60 [0.59-0.62], P < 0.001). RF and XGB models had similar performance to the LR model. Top features in the LR model included retention history, age, and viral suppression.
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Affiliation(s)
- Jessica P Ridgway
- Department of Medicine, University of Chicago, 5841 S Maryland Ave, MC 5065, Chicago, IL, 60637, USA.
| | - Aswathy Ajith
- Center for Research Informatics, University of Chicago, Chicago, IL, USA
| | - Eleanor E Friedman
- Department of Medicine, University of Chicago, 5841 S Maryland Ave, MC 5065, Chicago, IL, 60637, USA
| | | | - Mari M Kitahata
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Heidi M Crane
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Richard D Moore
- Department of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Allison Webel
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| | - Edward R Cachay
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | | | | | - Sonia Napravnik
- Department of Medicine, University of North Carolina, Chapel Hill, NC, USA
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10
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Jaafari Z, McFarland W, Eybpoosh S, Tabatabaei SVA, Bafti MS, Ranjbar E, Sharifi H. Barriers and facilitators of access to HIV prevention, care, and treatment services among people living with HIV in Kerman, Iran: a qualitative study. BMC Health Serv Res 2022; 22:1097. [PMID: 36038874 PMCID: PMC9422119 DOI: 10.1186/s12913-022-08483-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Accepted: 08/24/2022] [Indexed: 11/28/2022] Open
Abstract
Background Low access to HIV prevention, care, and treatment services among people living with HIV (PLWH) is a barrier to the control of the epidemic worldwide. The present study aimed to assess the barriers and facilitators to HIV services among PLWH in Kerman, Iran. Methods In this qualitative study, a convenience sample of 25 PLWH who had received HIV prevention, treatment, or care services, and six PLWH who had not yet received services were recruited between August-October 2020. Data were collected using a semi-structured, face-to-face interview. Data were examined by inductive content analysis using MAXQDA 10 software. Results Nine categories of facilitators and 11 categories of barriers to HIV services were identified. Facilitating factors included: maintaining health status, feeling scared, trust in the health system, how they were treated by service providers, provision of suitable hours by the service provider center, changing attitudes towards HIV in society, acceptance of the disease by the patient's family, hope for the future and feeling the need for consulting services. Barriers included financial problems, side effects and belief in efficacy, distance and transportation problems, fear of being recognized, stigma towards PLWH, organization of services, improper treatment by service providers, unsuitable hours by the service provider center, lack of trust in the health system, lack of family support, and inadequate or low-quality service. Conclusion Many facilitators and barriers to HIV prevention, treatment, and care are amenable to change and better management by healthcare and service providers. Addressing these factors is likely to increase the willingness to use services by those who have never previously accessed them. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-022-08483-4.
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Affiliation(s)
- Zahra Jaafari
- HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | - Willi McFarland
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Sana Eybpoosh
- Department of Epidemiology and Biostatistics, Research Centre for Emerging and Reemerging Infectious Diseases, Pasteur Institute of Iran, Tehran, Iran
| | - Seyed Vahid Ahmadi Tabatabaei
- Social Determinants of Health Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | | | - Ebrahim Ranjbar
- Behavioral Disease Counseling Center, Kerman University of Medical Sciences, Kerman, Iran
| | - Hamid Sharifi
- HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran.
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11
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van Oorschot E, Koc ÖM, Oude Lashof AML, van Loo IHM, Ackens R, Posthouwer D, Koek GH. Cascade of care among hepatitis B patients in Maastricht, the Netherlands, 1996 to 2018. J Virus Erad 2022; 8:100075. [PMID: 35784678 PMCID: PMC9241047 DOI: 10.1016/j.jve.2022.100075] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 06/16/2022] [Indexed: 11/30/2022] Open
Abstract
Background & aims Methods Results Conclusions
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Affiliation(s)
- Eva van Oorschot
- Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, Maastricht University Medical Centre, Maastricht, the Netherlands
- Corresponding author. Maastricht UMC+P. Debyelaan 25, 6229, HX, Maastricht, the Netherlands.
| | - Özgür M. Koc
- Department of Medical Microbiology, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Centre, Maastricht, the Netherlands
- Department of Gastroenterology and Hepatology, Ziekenhuis Oost-Limburg, Genk, Belgium
- Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
| | - Astrid ML. Oude Lashof
- Department of Medical Microbiology, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Centre, Maastricht, the Netherlands
- Department of Internal Medicine, Division of Infectious Diseases, Maastricht University Medical Centre, the Netherlands
| | - Inge HM. van Loo
- Department of Medical Microbiology, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Centre, Maastricht, the Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, the Netherlands
| | - Robin Ackens
- Department of Integrated Care, Maastricht University Medical Centre, the Netherlands
| | - Dirk Posthouwer
- Department of Medical Microbiology, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Centre, Maastricht, the Netherlands
- Department of Internal Medicine, Division of Infectious Diseases, Maastricht University Medical Centre, the Netherlands
| | - Ger H. Koek
- School of Nutrition and Translational Research in Metabolism (Nutrim), Maastricht University, the Netherlands
- Department of Visceral and Transplantation Surgery, Klinikum, RWTH, Aachen, Germany
- Department of Internal Medicine Division of Gastroenterology and Hepatology, Maastricht University, the Netherlands
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12
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Ingram MV, Amodei N, Perez VV, German V. Factors predicting 12-month retention in care for minority women living with HIV. Ther Adv Infect Dis 2022; 9:20499361221089815. [PMID: 35450384 PMCID: PMC9016542 DOI: 10.1177/20499361221089815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 03/08/2022] [Indexed: 11/16/2022] Open
Abstract
Objectives: Retention in HIV medical care is associated with improved clinical outcomes
and reduced mortality. The present study was conducted to identify
significant predictors of 1-year retention in care for a sample of minority
women whose engagement in HIV care at baseline varied along the care
continuum from newly diagnosed to lost-to-care. Methods: One hundred sixty-five cisgender and transgender women living with HIV in a
southern US state were offered a multicomponent retention intervention that
included outreach, medical case management (MCM), patient navigation
services (PN), and a group intervention for stigma. Multilevel logistic
regression analysis was performed to identify baseline and intervention
predictors of retention in care at 12 months following enrollment. Results: Multilevel logistic regression analysis revealed that baseline
characteristics such as working significantly reduced the odds of being
retained as did increasing CD4 counts. However, greater amounts of patient
navigation and medical case management services received increased the odds
of being retained. Conclusion: MCM services designed to accelerate coordination and linkage or re-linkage to
primary care and PN services to help navigate the complex system of HIV
offered in the present study are particularly effective for minority women
who lack health insurance, have low CD4 counts, and are unemployed.
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Affiliation(s)
- Mercedes V. Ingram
- Community Initiatives and Population Health, University Health System, 4502 Medical Dr., MS 82-2, San Antonio, TX 78229, USA
| | - Nancy Amodei
- Community Initiatives and Population Health, University Health System, San Antonio, TX, USA
| | - Veronica Villela Perez
- Community Initiatives and Population Health, University Health System, San Antonio, TX, USA
| | - Victor German
- Community Initiatives and Population Health, University Health System, San Antonio, TX, USA
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13
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Neilan AM, Landovitz RJ, Le MH, Grinsztejn B, Freedberg KA, McCauley M, Wattananimitgul N, Cohen MS, Ciaranello AL, Clement ME, Reddy KP, Hyle EP, Paltiel AD, Walensky RP. Cost-Effectiveness of Long-Acting Injectable HIV Preexposure Prophylaxis in the United States : A Cost-Effectiveness Analysis. Ann Intern Med 2022; 175:479-489. [PMID: 35099992 PMCID: PMC9087297 DOI: 10.7326/m21-1548] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND The HIV Prevention Trials Network (HPTN) 083 trial demonstrated the superiority of long-acting injectable cabotegravir (CAB-LA) compared with oral emtricitabine-tenofovir disoproxil fumarate (F/TDF) for HIV preexposure prophylaxis (PrEP). OBJECTIVE To identify the maximum price premium (that is, greatest possible price differential) that society should be willing to accept for the additional benefits of CAB-LA over tenofovir-based PrEP among men who have sex with men and transgender women (MSM/TGW) in the United States. DESIGN Simulation, cost-effectiveness analysis. DATA SOURCES Trial and published data, including estimated HIV incidence (5.32, 1.33, and 0.26 per 100 person-years for off PrEP, generic F/TDF and branded emtricitabine-tenofovir alafenamide (F/TAF), and CAB-LA, respectively); 28% 6-year PrEP retention. Annual base-case drug costs: $360 and $16 800 for generic F/TDF and branded F/TAF. Fewer side effects with branded F/TAF versus generic F/TDF were assumed. TARGET POPULATION 476 700 MSM/TGW at very high risk for HIV (VHR). TIME HORIZON 10 years. PERSPECTIVE Health care system. INTERVENTION CAB-LA versus generic F/TDF or branded F/TAF for HIV PrEP. OUTCOME MEASURES Primary transmissions, quality-adjusted life-years (QALYs), costs (2020 U.S. dollars), incremental cost-effectiveness ratios (ICERs; U.S. dollars per QALY), maximum price premium for CAB-LA versus tenofovir-based PrEP. RESULTS OF BASE-CASE ANALYSIS Compared with generic F/TDF (or branded F/TAF), CAB-LA increased life expectancy by 28 000 QALYs (26 000 QALYs) among those at VHR. Branded F/TAF cost more per QALY gained than generic F/TDF compared with no PrEP. At 10 years, CAB-LA could achieve an ICER of at most $100 000 per QALY compared with generic F/TDF at a maximum price premium of $3700 per year over generic F/TDF (CAB-LA price <$4100 per year). RESULTS OF SENSITIVITY ANALYSIS In a PrEP-eligible population at high risk for HIV, rather than at VHR (n = 1 906 800; off PrEP incidence: 1.54 per 100 person-years), CAB-LA could achieve an ICER of at most $100 000 per QALY versus generic F/TDF at a maximum price premium of $1100 per year over generic F/TDF (CAB-LA price <$1500 per year). LIMITATION Uncertain clinical and economic benefits of averting future transmissions. CONCLUSION Effective oral PrEP limits the additional price society should be willing to pay for CAB-LA. PRIMARY FUNDING SOURCE FHI 360; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; National Institute on Drug Abuse; the Reich HIV Scholar Award; and the Steve and Deborah Gorlin MGH Research Scholars Award.
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Affiliation(s)
- Anne M Neilan
- Division of General Academic Pediatrics, Division of Infectious Diseases, and Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, and Harvard Medical School, Boston, Massachusetts (A.M.N.)
| | - Raphael J Landovitz
- UCLA Center for Clinical AIDS Research and Education, Los Angeles, and Division of Infectious Diseases, David Geffen School of Medicine at UCLA, Los Angeles, California (R.J.L.)
| | - Mylinh H Le
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts (M.H.L., N.W.)
| | - Beatriz Grinsztejn
- Instituto de Pesquisa Clinica Evandro Chagas, Fundação Oswaldo Cruz (Fiocruz), Rio de Janeiro, Brazil (B.G.)
| | - Kenneth A Freedberg
- Division of Infectious Diseases, Medical Practice Evaluation Center, and Division of General Internal Medicine, Massachusetts General Hospital, Boston, Harvard Medical School, Boston, Department of Health Policy and Management, Harvard T. H. Chan School of Public Health, Boston, and Harvard University Center for AIDS Research, Boston, Massachusetts (K.A.F.)
| | | | - Nattanicha Wattananimitgul
- Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts (M.H.L., N.W.)
| | - Myron S Cohen
- Division of Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (M.S.C.)
| | - Andrea L Ciaranello
- Division of Infectious Diseases and Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Harvard Medical School, Boston, and Harvard University Center for AIDS Research, Boston, Massachusetts (A.L.C., E.P.H.)
| | - Meredith E Clement
- Division of Infectious Diseases, Louisiana State University Health Sciences Center, New Orleans, Louisiana (M.E.C.)
| | - Krishna P Reddy
- Medical Practice Evaluation Center and Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, and Harvard Medical School, Boston, Massachusetts (K.P.R.)
| | - Emily P Hyle
- Division of Infectious Diseases and Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Harvard Medical School, Boston, and Harvard University Center for AIDS Research, Boston, Massachusetts (A.L.C., E.P.H.)
| | - A David Paltiel
- Yale School of Public Health, New Haven, Connecticut (A.D.P.)
| | - Rochelle P Walensky
- Division of Infectious Diseases, Medical Practice Evaluation Center, and Division of General Internal Medicine, Massachusetts General Hospital, Boston, and Harvard Medical School, Boston, Massachusetts, and Centers for Disease Control and Prevention, Atlanta, Georgia (R.P.W.)
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14
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Hodges J, Waldman AL, Koshkina O, Suzdalnitsky A, Schwendinger J, Vitko S, Plenskey A, Plotnikova Y, Moiseeva E, Koshcheyev M, Sebekin S, Zhdanova S, Ogarkov O, Heysell S, Dillingham R. Process evaluation for the adaptation, testing and dissemination of a mobile health platform to support people with HIV and tuberculosis in Irkutsk, Siberia. BMJ Open 2022; 12:e054867. [PMID: 35351714 PMCID: PMC8966533 DOI: 10.1136/bmjopen-2021-054867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES We developed and tested a mobile health-based programme to enhance integration of HIV and tuberculosis (TB) care and to promote a patient-centred approach in a region of high coinfection burden. Phases of programme development included planning, stakeholder interviews and platform re-build, testing and iteration. SETTING In Irkutsk, Siberia, HIV/TB coinfection prevalence is high relative to the rest of the Russian Federation. PARTICIPANTS Pilot testing occurred for a cohort of 60 people with HIV and TB. RESULTS Key steps emerged to ensure the mobile health-based programme could be operational and adequately adapted for the context, including platform language adaptation, optimisation of server management, iteration of platform features, and organisational practice integration. Pilot testing of the platform rebuild yielded favourable patient perceptions of usability and acceptability at 6 months (n=47 surveyed), with 18 of 20 items showing scores above 4 (on a scale from 1 to 5) on average. Development of this mobile health-based programme for integrated care of infections highlighted the importance of several considerations for tailoring these interventions contextually, including language adaptation and technological capacity, but also, importantly, contextualised patient preferences related to privacy and communication with peers and/or providers, existing regional capacity for care coordination of different comorbidities, and infection severity and treatment requirements. CONCLUSIONS Our experience demonstrated that integration of care for TB and HIV can be well served by using multimodal mobile health-based programmes, which can enhance communication and streamline workflow between providers across multiple collaborating institutions and improve continuity between inpatient and outpatient care settings. Further study of programme impact on contextual disease-related stigma and social isolation as well as evaluation of implementation on a broader scale for HIV care is currently under way. TRIAL REGISTRATION NUMBER NCT03819374.
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Affiliation(s)
- Jacqueline Hodges
- Division of Infectious Diseases & International Health, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Ava Lena Waldman
- Division of Infectious Diseases & International Health, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Olga Koshkina
- Irkutsk Regional Tuberculosis Referral Hospital, Irkutsk, Russian Federation
| | - Alexey Suzdalnitsky
- Irkutsk Regional Tuberculosis Referral Hospital, Irkutsk, Russian Federation
| | - Jason Schwendinger
- Division of Infectious Diseases & International Health, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Serhiy Vitko
- Division of Infectious Diseases & International Health, University of Virginia Health System, Charlottesville, Virginia, USA
| | | | | | - Elena Moiseeva
- Irkutsk Regional Tuberculosis Referral Hospital, Irkutsk, Russian Federation
| | - Mikhail Koshcheyev
- Irkutsk Regional Tuberculosis Referral Hospital, Irkutsk, Russian Federation
| | - Sergey Sebekin
- Irkutsk Regional AIDS Centre, Irkutsk, Russian Federation
| | - Svetlana Zhdanova
- Department of Epidemiology and Microbiology, Scientific Centre for Family Health and Human Reproduction Problems, Irkutsk, Russian Federation
| | - Oleg Ogarkov
- Department of Epidemiology and Microbiology, Scientific Centre for Family Health and Human Reproduction Problems, Irkutsk, Russian Federation
| | - Scott Heysell
- Division of Infectious Diseases & International Health, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Rebecca Dillingham
- Division of Infectious Diseases & International Health, University of Virginia Health System, Charlottesville, Virginia, USA
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15
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Schaffer DH, Sawczuk LM, Zheng H, Macias-Konstantopoulos WL. Community-Based, Rapid HIV Screening and Pre-Exposure Prophylaxis Initiation: Findings From a Pilot Program. Cureus 2022; 14:e20877. [PMID: 35145784 PMCID: PMC8806132 DOI: 10.7759/cureus.20877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/31/2021] [Indexed: 11/15/2022] Open
Abstract
Objective Many individuals do not have regular access to medical care and preventative health services, suggesting the need for alternative access to HIV testing and pre-exposure prophylaxis (PrEP). The purpose of this study is to describe a novel, community-based HIV screening, a PrEP initiation program, and report preliminary findings. Methods One Tent Health, a 501(c)(3) nonprofit organization, launched a pop-up HIV screening and PrEP initiation program in high-risk areas of Washington, DC in 2017. We describe the unique features of the program and report 25 months of screening, risk assessment, and PrEP education data. Odds ratios were calculated to identify disparities in both HIV risk factors and prior HIV testing. Results Between October 2017 and November 2019, 846 individuals underwent HIV screening. Six individuals (0.709%) screened HIV-positive. Approximately 13% had never been screened for HIV, and another 13% had at least one major risk factor for HIV. Individuals who self-identified as White were more likely to have risk factors (OR 2.19, p = 0.0170) and less likely to have ever been tested (OR 0.50, p = 0.0409). Individuals who self-identified as Black or African American were less likely to have risk factors for HIV (OR 0.57, p = 0.0178). Disparities by sex and gender were also observed. Conclusions This program appears to be the first of its kind within the United States. We found the program to be cost-effective, well-received by the community, and accessible by high-risk and unreached populations while further revealing the role of race and gender in the HIV epidemic.
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Patients, Social Workers, and Pharmacists' Perceptions of Barriers to Providing HIV Care in Community Pharmacies in the United States. PHARMACY 2021; 9:pharmacy9040178. [PMID: 34842829 PMCID: PMC8628938 DOI: 10.3390/pharmacy9040178] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 10/26/2021] [Accepted: 10/28/2021] [Indexed: 11/30/2022] Open
Abstract
Retaining people living with HIV (PLWH) in clinical care is a global priority to end the HIV epidemic. Community pharmacies in the United States have structural influences on the success or failure of retention in HIV care by supporting patients’ complex needs. However, to date, barriers to retention in care in the community pharmacy setting have not been examined beyond pharmacy services of medication therapy management. We utilized the patient-centered medical home model to examine the barriers to HIV care in the community pharmacy setting. We utilized semi-structured interviews to collect data from 15 participants: five PLWH, five community pharmacists, and five social workers from a midwestern state. Interview data were transcribed and analyzed using directed content analysis. Four key themes emerged regarding the barriers that impact utilization of community pharmacy services by PLWH: the perception of the role of community pharmacists in HIV care, perceptions of pharmacists’ HIV knowledge, perceptions of pharmacy operation and services, and negative experiences within the community pharmacy space. Participants’ perceptions of solutions for improving HIV care in the community pharmacy focused on improving the relationship between pharmacists and patients, ensuring that the community pharmacy is a private and safe space for patients, and having a diverse pharmacy staff that is equipped to take care of the diverse and marginalized HIV population, such as transgender people.
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17
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Moitra E, Chan PA, Molina PE, Ernst F, Ferguson TF, Mimiaga MJ, Herman DS, Stein MD. HIV Engage-A randomized controlled efficacy trial of an acceptance-based behavioral therapy intervention to improve retention in care for HIV treatment naïve patients: Study protocol. Contemp Clin Trials 2021; 108:106514. [PMID: 34302986 PMCID: PMC8453091 DOI: 10.1016/j.cct.2021.106514] [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: 03/08/2021] [Revised: 05/20/2021] [Accepted: 07/17/2021] [Indexed: 10/20/2022]
Abstract
INTRODUCTION People with HIV (PWH) who are not consistently retained in medical care, particularly when they are first diagnosed, are at risk for: delayed antiretroviral therapy (ART) initiation, suboptimal ART adherence, unsuppressed viremia, and mortality. Suboptimal retention means effective ART cannot be leveraged to prevent onward HIV transmission. To address this, we developed and previously pilot tested the HIV Engage intervention-a novel behavioral approach to enhance retention in HIV care using acceptance-based behavioral therapy (ABBT)-and established feasibility and acceptability of this approach. In the current study, we investigate the efficacy of ABBT compared to an attention-matched control condition in a full-scale randomized controlled efficacy trial. METHODS Two hundred seventy HIV care naïve patients from geographically diverse clinics will be recruited and equally randomized to receive (a) the HIV Engage intervention, consisting of two 20-30 min ABBT sessions delivered in-person or remotely, or (b) an attention-matched HIV education control condition. Primary outcomes are number of HIV care appointments kept and HIV viral load suppression. Secondary outcomes are higher self-reported ART adherence, HIV status disclosure, increased social support, and reductions in perceived HIV stigma. Hypothesized mediators include acceptance of one's HIV diagnosis and willingness to disclose serostatus. We will also assess for epidemiologically-linked moderators of the treatment effect. CONCLUSIONS ABBT represents a novel, potentially promising approach to enhance retention in ongoing HIV care among treatment naïve PWH. This study will contribute significant actionable data establishing the impact, mediational mechanisms, and effect modifiers of ABBT.
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Affiliation(s)
- Ethan Moitra
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA.
| | - Philip A Chan
- Department of Medicine, Alpert Medical School of Brown University, Providence, RI, USA; Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA
| | - Patricia E Molina
- Department of Physiology, School of Medicine, Louisiana State University - Health Sciences Center, New Orleans, LA, USA
| | - Frances Ernst
- Department of Psychiatry, School of Medicine, Louisiana State University - Health Sciences Center, New Orleans, LA, USA
| | - Tekeda F Ferguson
- Department of Physiology, School of Medicine, Louisiana State University - Health Sciences Center, New Orleans, LA, USA; Department of Epidemiology, School of Public Health, Louisiana State University - Health Sciences Center, New Orleans, LA, USA
| | - Matthew J Mimiaga
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, CA, USA; Department of Psychiatry & Biobehavioral Sciences, UCLA David Geffen School of Medicine, Los Angeles, CA, USA
| | - Debra S Herman
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA; Behavioral Medicine and Addictions Research Unit, Butler Hospital, Providence, RI, USA
| | - Michael D Stein
- Behavioral Medicine and Addictions Research Unit, Butler Hospital, Providence, RI, USA; Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, MA, USA
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Parks MM, Secemsky EA, Yeh RW, Shen C, Choi E, Kazi DS, Hsue PY. Longitudinal management and outcomes of acute coronary syndrome in persons living with HIV infection. EUROPEAN HEART JOURNAL. QUALITY OF CARE & CLINICAL OUTCOMES 2021; 7:273-279. [PMID: 33226071 PMCID: PMC8092989 DOI: 10.1093/ehjqcco/qcaa088] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 11/02/2020] [Accepted: 11/12/2020] [Indexed: 11/14/2022]
Abstract
AIMS Persons living with HIV (PLWH) have increased cardiovascular mortality, which may in part be due to differences in the management of acute coronary syndromes (ACS). The purpose of this study was to compare the in-hospital and post-discharge management and outcomes of ACS among persons with and without HIV. METHODS AND RESULTS This was a retrospective cohort study using data from Symphony Health, a data warehouse. All patients admitted between 1 January 2014 and 31 December 2016 with ACS were identified by International Classification of Diseases billing codes. Multivariate logistic regression models were used to examine in-hospital, 30-day and 12-month event rates between groups. A total of 1 125 126 individuals were included, 6612 (0.59%) with HIV. Persons living with HIV were younger (57.4 ± 10.5 vs. 67.4 ± 12.9 years, P< 0.0001) and had more medical comorbidities. Acute coronary syndrome type did not differ significantly with HIV status. Persons living with HIV were less likely to undergo coronary angiography (35.2% vs. 37.2%, adjusted OR 0.87, 95% CI 0.83-0.92, P < 0.0001), and those with both HIV and STEMI underwent fewer drug-eluting stents (60.1% vs. 68.5%, adjusted OR 0.81, 95% CI 0.68-0.96, P = 0.016). Persons living with HIV had higher adjusted rates of inpatient mortality (OR 1.29, 95% CI 1.15-1.44; P < 0.0001), 30-day readmission (OR 1.18, 95% CI 1.09-1.27; P < 0.0001) and 12-month mortality (OR 1.32, 95% CI 1.22-1.44; P < 0.0001). Twelve months following discharge, PLWH filled cardiac medications at lower rates. CONCLUSION In a contemporary cohort of persons hospitalized for ACS, PLWH received less guideline-supported interventional and medical therapies and had worse clinical outcomes. Strategies to optimize care are warranted in this unique population.
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Affiliation(s)
- Monica M Parks
- Department of Medicine, University of Colorado Anschutz Medical Campus, 12631 East 17th Avenue, Mail Stop B130, Aurora, CO 80045, USA
| | - Eric A Secemsky
- Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Division of Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Robert W Yeh
- Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Division of Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Changyu Shen
- Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Eunhee Choi
- Department of Medicine, University of Colorado Anschutz Medical Campus, 12631 East 17th Avenue, Mail Stop B130, Aurora, CO 80045, USA
| | - Dhruv S Kazi
- Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Division of Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Priscilla Y Hsue
- Department of Medicine, University of California San Francisco, USA
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Cohn WF, Canan CE, Knight S, Waldman AL, Dillingham R, Ingersoll K, Schexnayder J, Flickinger TE. An Implementation Strategy to Expand Mobile Health Use in HIV Care Settings: Rapid Evaluation Study Using the Consolidated Framework for Implementation Research. JMIR Mhealth Uhealth 2021; 9:e19163. [PMID: 33908893 PMCID: PMC8116995 DOI: 10.2196/19163] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 09/25/2020] [Accepted: 03/23/2021] [Indexed: 01/19/2023] Open
Abstract
Background Mobile health (mHealth) apps can provide support to people living with a chronic disease by offering resources for communication, self-management, and social support. PositiveLinks (PL) is a clinic-deployed mHealth app designed to improve the health of people with HIV. In a pilot study, PL users experienced considerable improvements in care engagement and viral load suppression. To promote its expansion to other HIV clinics, we developed an implementation strategy consisting of training resources and on-demand program support. Objective The objective of our study was to conduct an interim analysis of the barriers and facilitators to PL implementation at early adopting sites to guide optimization of our implementation strategy. Methods Semistructured interviews with stakeholders at PL expansion sites were conducted. Analysis of interviews identified facilitators and barriers that were mapped to 22 constructs of the Consolidated Framework for Implementation Research (CFIR). The purpose of the analysis was to identify the facilitators and barriers to PL implementation in order to adapt the PL implementation strategy. Four Ryan White HIV clinics were included. Interviews were conducted with one health care provider, two clinic managers, and five individuals who coordinated site PL activities. Results Ten common facilitators and eight common barriers were identified. Facilitators to PL implementation included PL’s fit with patient and clinic needs, PL training resources, and sites’ early engagement with their information technology personnel. Most barriers were specific to mHealth, including access to Wi-Fi networks, maintaining patient smartphone access, patient privacy concerns, and lack of clarity on how to obtain approvals for mHealth use. Conclusions The CFIR is a useful framework for evaluating mHealth interventions. Although PL training resources were viewed favorably, we identified important barriers to PL implementation in a sample of Ryan White clinics. This enabled our team to expand guidance on identifying information technology stakeholders and procuring and managing mobile resources. Ongoing evaluation results continue to inform improvements to the PL implementation strategy, facilitating PL access for future expansion sites.
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Affiliation(s)
- Wendy F Cohn
- Department of Public Health Sciences, University of Virginia Cancer Center, University of Virginia, Charlottesville, VA, United States
| | - Chelsea E Canan
- Division of Infectious Diseases, Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Sarah Knight
- Division of Infectious Diseases, Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Ava Lena Waldman
- Division of Infectious Diseases, Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Rebecca Dillingham
- Division of Infectious Diseases, Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Karen Ingersoll
- Department of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, VA, United States
| | - Julie Schexnayder
- Division of Infectious Diseases, Department of Medicine, University of Virginia, Charlottesville, VA, United States
| | - Tabor E Flickinger
- Division of General, Geriatric, Palliative and Hospital Medicine, Department of Medicine, University of Virginia, Charlottesville, VA, United States
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20
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Mortality and Attrition Rates within the First Year of Antiretroviral Therapy Initiation among People Living with HIV in Guangxi, China: An Observational Cohort Study. BIOMED RESEARCH INTERNATIONAL 2021; 2021:6657112. [PMID: 33628803 PMCID: PMC7892219 DOI: 10.1155/2021/6657112] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 01/14/2021] [Accepted: 01/21/2021] [Indexed: 02/06/2023]
Abstract
Objective To assess the mortality and attrition rates within the first year of antiretroviral therapy (ART) initiation among people living with human immunodeficiency virus (PLHIV) in rural Guangxi, China. Design Observational cohort study. Setting. The core treatment indicators and data were collected with standard and essential procedures as per the Free ART Manual guidelines across all the rural health care centers of Guangxi. Participants. 58,115 PLHIV who were under ART were included in the study. Interventions. The data collected included sociodemographic characteristics that consist of age, sex, marital status, route of HIV transmission, CD4 cell count before ART, initial ART regimen, level of ART site, and year of ART initiation. Primary and Secondary Outcome Measures. Mortality and attrition rate following ART initiation. Results The average mortality rate was 5.94 deaths, and 17.52 attritions per 100 person-years within the first year of ART initiation among PLHIV. The mortality rate was higher among intravenous drug users (Adjusted Hazard Ratio (AHR) 1.27, 95% Confidence Interval (CI) 1.14-1.43), prefecture as a level of ART site (AHR 1.14, 95% CI 1.02-1.28), and county as the level of ART site (AHR 2.12, 95% CI 1.90-2.37). Attrition was higher among intravenous drug users (AHR 1.87, 95% CI 1.75-2.00), the first-line ART containing AZT (AHR 1.09, 95% CI 1.03-1.16), and first-line ART containing LVP/r (AHR 1.34, 95% CI 1.23-1.46). Conclusion The mortality and attrition rates were both at the highest level in the first year of post-ART; continued improvement in the quality of HIV treatment and care is needed.
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Myers K, Li T, Baum M, Ibanez G, Fennie K. The individual, interactive, and syndemic effect of substance use, depression, education, and ethnicity on retention in HIV care. Int J STD AIDS 2021; 32:184-193. [PMID: 33323072 DOI: 10.1177/0956462419890727] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In this study, we sought to assess the individual, syndemic, and interactive associations between individual-level factors and retention in care. The sample was derived from the Miami Adult Studies on human immunodeficiency virus (HIV)/ acquired immune deficiency syndrome (AIDS) cohort from 2009 to 2014. The variables were entered into a multiple logistic regression with retention as the outcome. Backward regression, adjusting for all main effects, was conducted to determine which two-way interactions were associated with retention. Multivariable logistic regression was used to test which number of factors were associated with retention. Non-Hispanic Black race/ethnicity was associated with improved retention (odds ratio [OR] = 2.44, 95% confidence interval [CI]: 1.06-5.75, p ≤ 0.05) when compared to Non-Hispanic White persons. Black-Hispanic and Other racial/ethnic identities were associated with increased retention (OR = 4.84, 95%CI: 1.16-25.79, p ≤ 0.05 and OR = 7.24, 95%CI: 1.54-54.05, p ≤ 0.05, respectively) when compared to Non-Hispanic White persons. The interaction between depressive symptoms and Alcohol Use Disorder Identification Test (AUDIT, a test that assesses alcohol use disorder) score was significantly and negatively associated with retention in HIV care (OR = 0.14, 95%CI: 0.01-1.11, p ≤ 0.10). The interaction between age and male gender was also negatively associated with retention (OR = 0.95, 95%CI: 0.88-1.01, p ≤ 0.10), and the interaction between male gender and depression was positively associated with retention (OR = 7.17, 95%CI: 0.84-98.49, p ≤ 0.10). In conclusion, multiple races/ethnicities, specifically Non-Hispanic Black, Black-Hispanic, and Other racial/ethnic identification, were associated with increased odds of retention. Multiple interactions, specifically depressive symptoms * alcohol use disorder and male gender * age, were negatively associated with retention. The male gender * depression interaction was positively associated with retention in HIV care.
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Affiliation(s)
- Kristopher Myers
- Department of Epidemiology, Florida International University, Miami, FL, USA
| | - Tan Li
- Department of Epidemiology and Biostatistics, University of South Florida, Miami, FL, USA
| | - Marianna Baum
- Department of Dietetics and Nutrition, Florida International University, Miami, FL, USA
| | - Gladys Ibanez
- Department of Epidemiology, Florida International University, Miami, FL, USA
| | - Kristopher Fennie
- Department of Epidemiology, Florida International University, Miami, FL, USA
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Is Social Isolation Related to Emotion Dysregulation and Retention in Care Among Older Persons Living with HIV? AIDS Behav 2021; 25:171-181. [PMID: 32607915 DOI: 10.1007/s10461-020-02957-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Retention in care is important in managing HIV among older persons living with HIV (PLWH). We used Theory of Loneliness-loneliness affects emotion-regulatory processes which lead to dysfunctional health behaviors-to test whether social isolation is related to retention in care either directly or indirectly through emotion dysregulation in older PLWH (≥ 50 years of age; N = 144). Retention in care was defined as the proportion of attended scheduled medical visits; visit data were collected prospectively over 12 months from electronic medical records. Self-reported social isolation, emotion dysregulation, and covariates were assessed cross-sectionally at baseline. Most participants were male (60%), African American/Black (86%), and single (59%); 56% were optimally retained in care. Retention was related to monthly income, CD4 + T cell count, and drug use with no direct or indirect effects of social isolation on retention in care. Socioeconomic and behavioral vulnerabilities are closely related to retention in care among older PLWH.
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Gu LY, Zhang N, Mayer KH, McMahon JM, Nam S, Conserve DF, Moskow M, Brasch J, Adu-Sarkodie Y, Agyarko-Poku T, Boakye F, Nelson LE. Autonomy-Supportive Healthcare Climate and HIV-Related Stigma Predict Linkage to HIV Care in Men Who Have Sex With Men in Ghana, West Africa. J Int Assoc Provid AIDS Care 2021; 20:2325958220978113. [PMID: 33733909 PMCID: PMC7983411 DOI: 10.1177/2325958220978113] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
In Ghana, the HIV prevalence among MSM is more than 10 times greater than the general population of adults, and rates of engagement in HIV medical care are low among MSM diagnosed with HIV. Using structured surveys, we investigated the impact of HIV-related stigma, same-sex behavior stigma, and gender nonconformity stigma on linkage to HIV care (LTC) in MSM (N = 225) living with HIV in Ghana. Autonomy-supportive healthcare climate (OR = 1.63, p < .01), vicarious HIV stigma (OR = 2.73, p < .01), and age (OR = 1.06, p < .004) predicted LTC. Conversely, felt normative HIV stigma negatively predicted LTC (OR = 0.65, p < .05). Finally, we identified regional disparities, with MSM from Takoradi being 4 times and 5 times more likely to be LTC compared to Kumasi and Accra, respectively. Our findings highlight the nuanced roles of stigmas in shaping the HIV care continuum among MSM living with HIV, while revealing potential gaps in current measures of HIV-related stigma.
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Affiliation(s)
- Lily Y. Gu
- School of Medicine, University of Utah, Salt Lake City, UT, USA
| | - Nanhua Zhang
- Division of Biostatistics and Bioinformatics, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | | | | | - Soohyun Nam
- School of Nursing, Yale University, New Haven, CT, USA
| | - Donaldson F. Conserve
- Milken Institute School of Public Health, George Washington University, Washington DC, USA
| | - Marian Moskow
- School of Nursing, University of Rochester, Rochester, NY, USA
| | - Judith Brasch
- School of Nursing, University of Rochester, Rochester, NY, USA
| | - Yaw Adu-Sarkodie
- School of Medical Sciences, Kwame Nkrumah University of Science & Technology, Kumasi, Ghana
| | - Thomas Agyarko-Poku
- School of Medical Sciences, Kwame Nkrumah University of Science & Technology, Kumasi, Ghana
| | | | - LaRon E. Nelson
- School of Nursing, Yale University, New Haven, CT, USA
- Center for Interdisciplinary Research on AIDS, Yale University, New Haven, CT, USA
- Yale Institute of Global Health, Yale University, New Haven, CT, USA
- MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Canada
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Ventuneac A, Kaplan-Lewis E, Buck J, Roy R, Aberg CE, Duah BA, Forcht E, Cespedes M, Aberg JA. A mobile health intervention in HIV primary care: supporting patients at risk for ART non-adherence. HIV Res Clin Pract 2020; 21:140-150. [PMID: 33369547 DOI: 10.1080/25787489.2020.1862972] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Mobile health (mHealth) interventions that are integrated in HIV clinical settings to facilitate ongoing patient-provider communication between primary care visits are garnering evidence for their potential in improving HIV outcomes. Rango is an mHealth intervention to support engagement in HIV care and treatment adherence. This study used a single-arm prospective design with baseline and 6-month assessments for pre-post comparisons, as well as a matched patient sample for between-group comparisons to test Rango's preliminary efficacy in increasing viral suppression. The Rango sample (n = 406) was predominantly 50 years of age or older (63%; M = 50.67; SD = 10.97, 23-82), Black/African-American (44%) or Hispanic/Latinx (38%), and male (59%). At baseline, 18% reported missing at least one dose of ART in the prior three days and chart reviews of recent VL showed that nearly 82% of participants were virally suppressed. Overall 95% of the patients enrolled in Rango returned for a medical follow-up visit. Of the 65 unsuppressed patients at baseline who returned for a medical visit, 38 (59%) achieved viral suppression and only 5% of the suppressed group at baseline had an increase in viral load at 6 months despite being at risk for ART non-adherence. While viral suppression was similar between Rango participants and patients receiving treatment as usual over the same time period, it is unknown whether those patients were similarly at risk for non-adherence. Our findings support efforts to formally test this innovative approach in addressing ART non-adherence and viral suppression particularly to reach HIV treatment goals.
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Affiliation(s)
- Ana Ventuneac
- Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Emma Kaplan-Lewis
- Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | | | - Caitlin E Aberg
- Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Bianca A Duah
- Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Emily Forcht
- Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Michelle Cespedes
- Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Judith A Aberg
- Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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25
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Udeagu CCN, Shah S, Misra K, Xia Q. The usefulness of HIV partner services in the age of treatment as prevention: a registry-based study. Lancet HIV 2020; 7:e482-e490. [PMID: 32621875 DOI: 10.1016/s2352-3018(20)30116-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 04/04/2020] [Accepted: 04/16/2020] [Indexed: 11/28/2022]
Abstract
BACKGROUND Partner services are effective tools to identify new cases among sex or needle-sharing partners of people with a new HIV diagnosis. Little is known about partners previously diagnosed with HIV who are not in care or are in care with unsuppressed HIV viral load. We aimed to quantify the previously diagnosed partners of people with a new HIV infection and examine their HIV care status and viral suppression in the 12 months before elicitation. METHODS We did a registry-based study. We used the New York City HIV Surveillance Registry to determine HIV care status and viral load of partners elicited from newly diagnosed people between Jan 1, 2007, and Dec 31, 2018. Previously diagnosed partners with no report of CD4 count or viral load in the preceding 12 months were presumed not to be in care, viral load suppression (<200 copies per mL) was based on the last viral load in the year preceding elicitation, and viraemia was defined as a viral load of 200 copies per mL or more. We used multinomial logistic regression to generate covariates of care and viral load status and their marginal effects. FINDINGS 11 964 partners were elicited; 2603 (33%) were previously diagnosed and 485 (20%) were not in care. 1153 (49%) of 2343 with a viral load report were in care and viraemic at elicitation. The odds of being not in care were higher in non-Hispanic black than non-Hispanic white or other partners (adjusted odds ratio 1·89, 95% CI 1·09-3·27) and lower in partners with male-to-male sex transmission risk (0·37, 0·26-0·51) and country of birth other than the USA (0·57, 0·39-0·85). The odds of being viraemic were higher in partners younger than 30 years than in those aged 30 years or older (1·68, 1·35-2·09) and lower among people with male-to-male sex transmission risk (0·36, 0·29-0·44) and country of birth other than the USA (0·78, 0·66-0·97). INTERPRETATION People with HIV should receive ongoing HIV prevention counselling and partner services data should inform engagement in care for previously diagnosed partners. FUNDING None.
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Affiliation(s)
- Chi-Chi N Udeagu
- HIV Epidemiology Program, Bureau of HIV, New York City Department of Health and Mental Hygiene, New York, NY, USA.
| | - Sharmila Shah
- HIV Epidemiology Program, Bureau of HIV, New York City Department of Health and Mental Hygiene, New York, NY, USA
| | - Kavita Misra
- HIV Epidemiology Program, Bureau of HIV, New York City Department of Health and Mental Hygiene, New York, NY, USA
| | - Qiang Xia
- HIV Epidemiology Program, Bureau of HIV, New York City Department of Health and Mental Hygiene, New York, NY, USA
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Resource utilization across the continuum of HIV care: An emergency department-based cohort study. Am J Emerg Med 2020; 43:164-169. [PMID: 32139207 DOI: 10.1016/j.ajem.2020.02.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2019] [Revised: 02/16/2020] [Accepted: 02/19/2020] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND The objective of this study was to determine the healthcare resource utilization for people living with HIV (PLWH) presenting to the emergency department (ED) across the HIV Care Continuum. METHODS This prospective study enrolled PLWH presenting to an urban ED between June 2016 and March 2017. Subjects were categorized as being linked to care, retained in care, on antiretroviral therapy (ART), and virally suppressed (<200 copies/ml). Data on ED visit rates, duration of stay, and hospital admission rates were compared to local metrics. RESULTS Overall, 94.3% of 159 enrollees had been linked to care, 75.5% retained in care, 81.1% on ART, and 62.8% virally suppressed. Compared to the general population of the city and of the ED, participants had a higher ED visit rate (3.0 v. 1.2 visits per person-per year) in the past two years, a higher median duration of ED stay (12.6 v. 7.6 h), and a higher hospital admission rate (36.5% v. 24.9%) during their index ED visit. Viral suppression was negatively associated with admission (OR = 0.35, 95% CI: 0.17, 0.72). Forty-eight (30.2%) participants who had at least eight ED visits in the past two years were more likely to have a diagnosed mental health disorder (79.2% v. 62.2%, p=0.036). CONCLUSIONS Our results showed that PLWH use more ED resources than the general population and a better engagement in HIV care is linked to lesser ED resource utilization for PLWH, indicating the importance of improved HIV care engagement in healthcare utilization management.
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Millham LRI, Scott JA, Sax PE, Shebl FM, Reddy KP, Losina E, Walensky RP, Freedberg KA. Clinical and Economic Impact of Ibalizumab for People With Multidrug-Resistant HIV in the United States. J Acquir Immune Defic Syndr 2020; 83:148-156. [PMID: 31929403 PMCID: PMC7066538 DOI: 10.1097/qai.0000000000002241] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND We projected the clinical outcomes, cost-effectiveness, and budget impact of ibalizumab plus an optimized background regimen (OBR) for people with multidrug-resistant (MDR) HIV in the United States. METHODS Using the Cost-Effectiveness of Preventing AIDS Complications microsimulation model and a health care sector perspective, we compared 2 treatment strategies for MDR HIV: (1) IBA + OBR-ibalizumab plus OBR and (2) OBR-OBR alone. Ibalizumab efficacy and cohort characteristics were from trial data: mean age 49 years, 85% male, and mean CD4 150/µL. Six-month viral suppression was 50% with IBA + OBR and 0% with OBR. The ibalizumab loading dose cost $10,500, and subsequent ibalizumab injections cost $8400/month; OBR cost $4500/month. Incremental cost-effectiveness ratios (ICERs) were calculated using discounted (3%/year) quality-adjusted life years (QALYs) and costs. ICERs ≤$100,000/QALY were considered cost-effective. We performed sensitivity analysis on key parameters and examined budget impact. RESULTS In the base case, 5-year survival increased from 38% with OBR to 47% with IBA + OBR. Lifetime costs were $301,700/person with OBR and $661,800/person with IBA + OBR; the ICER for IBA + OBR compared with OBR was $260,900/QALY. IBA + OBR was not cost-effective even with 100% efficacy. IBA + OBR became cost-effective at base case efficacy if ibalizumab cost was reduced by ≥88%. For an estimated 12,000 people with MDR HIV in the United States, IBA + OBR increased care costs by $1.8 billion (1.5% of total treatment budget) over 5 years. CONCLUSIONS For people with MDR HIV lacking other treatment options, ibalizumab will substantially increase survival when effective. Although adding ibalizumab to OBR is not cost-effective, the low number of eligible patients in the United States makes the budget impact relatively small.
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Affiliation(s)
- Lucia R I Millham
- Department of Medicine, Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA
| | - Justine A Scott
- Department of Medicine, Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA
| | - Paul E Sax
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA
| | - Fatma M Shebl
- Department of Medicine, Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA
| | - Krishna P Reddy
- Department of Medicine, Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Elena Losina
- Harvard Medical School, Boston, MA
- Department of Orthopedic Surgery, Brigham and Women's Hospital, Boston, MA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Rochelle P Walensky
- Department of Medicine, Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA
- Harvard Medical School, Boston, MA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA
- Harvard University Center for AIDS Research, Cambridge, MA; and
| | - Kenneth A Freedberg
- Department of Medicine, Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA
- Harvard University Center for AIDS Research, Cambridge, MA; and
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA
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Sayegh CS, Wood SM, Belzer M, Dowshen NL. Comparing Different Measures of Retention in Care Among a Cohort of Adolescents and Young Adults Living with Behaviorally-Acquired HIV. AIDS Behav 2020; 24:304-310. [PMID: 31429029 PMCID: PMC6954955 DOI: 10.1007/s10461-019-02568-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Young people living with HIV (YLWH) have some of the lowest rates of retention in HIV care, putting them at risk for negative health outcomes. To better understand retention in care in this age group, we conducted a retrospective cohort analysis of YLWH initiating care at a multidisciplinary, adolescent-focused HIV clinic (N = 344). Retention was calculated using a variety of definitions, and relationships between different definitions were assessed. During the 1-year study period, on average YLWH missed two scheduled appointments, and attended 80% of appointments, usually at least once every 3 months. About one-quarter experienced a 6-month gap in care and about two-thirds met the Health Resources and Services Administration's retention criteria. Although most retention definitions were significantly correlated, not all were. Researchers, clinicians, and policymakers should consider the impact of varying definitions of retention, in order to optimally measure this outcome in YLWH, a key vulnerable population.
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Affiliation(s)
- Caitlin S Sayegh
- Division of Adolescent and Young Adult Medicine, Children's Hospital Los Angeles, Los Angeles, CA, USA.
- Department of Pediatrics, University of Southern California Keck School of Medicine, Los Angeles, CA, USA.
| | - Sarah M Wood
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Craig-Dalsimer Division of Adolescent Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Marvin Belzer
- Division of Adolescent and Young Adult Medicine, Children's Hospital Los Angeles, Los Angeles, CA, USA
- Department of Pediatrics, University of Southern California Keck School of Medicine, Los Angeles, CA, USA
| | - Nadia L Dowshen
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Craig-Dalsimer Division of Adolescent Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
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Genberg BL, Kirk GD, Astemborski J, Lee H, Galai N, Nelson KE, Vlahov D, Celentano DD, Mehta SH. Durable HIV Suppression Among People Who Inject Drugs From a Community-Based Cohort Study in Baltimore, Maryland, 1997-2017. Am J Epidemiol 2019; 188:2086-2096. [PMID: 31742591 DOI: 10.1093/aje/kwz258] [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] [Received: 03/01/2019] [Revised: 11/01/2019] [Accepted: 11/01/2019] [Indexed: 12/28/2022] Open
Abstract
People who inject drugs (PWID) face disparities in human immunodeficiency virus (HIV) treatment outcomes and may be less likely to achieve durable viral suppression. We characterized transitions into and out of viral suppression from 1997 to 2017 in a long-standing community-based cohort study of PWID, the AIDS Link to Intravenous Experience (ALIVE) Study, analyzing HIV-positive participants who had made a study visit in or after 1997. We defined the probabilities of transitioning between 4 states: 1) suppressed, 2) detectable, 3) lost to follow-up, and 4) deceased. We used multinomial logistic regression analysis to examine factors associated with transition probabilities, with a focus on transitions from suppression to other states. Among 1,061 participants, the median age was 44 years, 32% were female, 93% were African-American, 59% had recently injected drugs, and 28% were virologically suppressed at baseline. Significant improvements in durable viral suppression were observed over time; however, death rates remained relatively stable. In adjusted analysis, injection drug use and homelessness were associated with increased virological rebound in earlier time periods, while only age and race were associated with virological rebound in 2012-2017. Opioid use was associated with an increased risk of death following suppression in 2012-2017. Despite significant improvements in durable viral suppression, subgroups of PWID may need additional efforts to maintain viral suppression and prevent premature mortality.
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Affiliation(s)
- Becky L Genberg
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Gregory D Kirk
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
- Division of Infectious Diseases, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Jacquie Astemborski
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Hana Lee
- Food and Drug Administration, US Department of Health and Human Services, Silver Spring, Maryland
| | - Noya Galai
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Kenrad E Nelson
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - David Vlahov
- Departments of Epidemiology and Public Health, School of Nursing, Yale University, Orange, Connecticut
| | - David D Celentano
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Shruti H Mehta
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
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Mittler JE, Murphy JT, Stansfield SE, Peebles K, Gottlieb GS, Abernethy NF, Reid MC, Goodreau SM, Herbeck JT. Large benefits to youth-focused HIV treatment-as-prevention efforts in generalized heterosexual populations: An agent-based simulation model. PLoS Comput Biol 2019; 15:e1007561. [PMID: 31846456 PMCID: PMC6938382 DOI: 10.1371/journal.pcbi.1007561] [Citation(s) in RCA: 5] [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: 01/09/2019] [Revised: 12/31/2019] [Accepted: 11/23/2019] [Indexed: 01/05/2023] Open
Abstract
Predominantly heterosexual HIV-1 epidemics like those in sub-Saharan Africa continue to have high HIV incidence in young people. We used a stochastic, agent-based model for age-disparate networks to test the hypothesis that focusing uptake and retention of ART among youth could enhance the efficiency of treatment as prevention (TasP) campaigns. We used the model to identify strategies that reduce incidence to negligible levels (i.e., < 0.1 cases/100 person-years) 20-25 years after initiation of a targeted TasP campaign. The model was parameterized using behavioral, demographic, and clinical data from published papers and national reports. To keep a focus on the underlying age effects we model a generalized heterosexual population with average risks (i.e., no MSM, no PWIDs, no sex workers) and no entry of HIV+ people from other regions. The model assumes that most people (default 95%, range in variant simulations 60-95%) are "linkable"; i.e., could get linked to effective care given sufficient resources. To simplify the accounting, we assume a rapid jump in the number of people receiving treatment at the start of the TasP campaign, followed by a 2% annual increase that continues until all linkable HIV+ people have been treated. Under historical scenarios of CD4-based targeted ART allocation and current policies of untargeted (random) ART allocation, our model predicts that viral replication would need to be suppressed in 60-85% of infected people at the start of the TasP campaign to drive incidence to negligible levels. Under age-based strategies, by contrast, this percentage dropped by 18-54%, depending on the strength of the epidemic and the age target. For our baseline model, targeting those under age 30 halved the number of people who need to be treated. Age-based targeting also minimized total and time-discounted AIDS deaths over 25 years. Age-based targeting yielded benefits without being highly exclusive; in a model in which 60% of infected people were treated, ~87% and ~58% of those initiating therapy during a campaign targeting those <25 and <30 years, respectively, fell outside the target group. Sensitivity analyses revealed that youth-focused TasP is beneficial due to age-related risk factors (e.g. shorter relationship durations), and an age-specific herd immunity (ASHI) effect that protects uninfected adolescents entering the sexually active population. As testing rates increase in response to UNAIDS 90-90-90 goals, efforts to link all young people to care and treatment could contribute enormously to ending the HIV epidemic.
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Affiliation(s)
- John E. Mittler
- Department of Microbiology, University of Washington, Seattle, WA, United States of America
| | - James T. Murphy
- Department of Microbiology, University of Washington, Seattle, WA, United States of America
- Department of Anthropology, University of Washington, Seattle, WA, United States of America
| | - Sarah E. Stansfield
- Department of Anthropology, University of Washington, Seattle, WA, United States of America
- Department of Epidemiology, University of Washington, Seattle, WA, United States of America
| | - Kathryn Peebles
- Department of Epidemiology, University of Washington, Seattle, WA, United States of America
| | - Geoffrey S. Gottlieb
- Department of Medicine, University of Washington, Seattle, WA, United States of America
- Department of Global Health, University of Washington, Seattle, WA, United States of America
| | - Neil F. Abernethy
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA, United States of America
- Department of Health Services, University of Washington, Seattle, WA, United States of America
| | - Molly C. Reid
- Department of Global Health, University of Washington, Seattle, WA, United States of America
| | - Steven M. Goodreau
- Department of Anthropology, University of Washington, Seattle, WA, United States of America
- Center for Studies in Demography and Ecology, University of Washington, Seattle, WA, United States of America
| | - Joshua T. Herbeck
- Department of Global Health, University of Washington, Seattle, WA, United States of America
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Olatosi B, Zhang J, Weissman S, Hu J, Haider MR, Li X. Using big data analytics to improve HIV medical care utilisation in South Carolina: A study protocol. BMJ Open 2019; 9:e027688. [PMID: 31326931 PMCID: PMC6661700 DOI: 10.1136/bmjopen-2018-027688] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Revised: 03/28/2019] [Accepted: 06/04/2019] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION Linkage and retention in HIV medical care remains problematic in the USA. Extensive health utilisation data collection through electronic health records (EHR) and claims data represent new opportunities for scientific discovery. Big data science (BDS) is a powerful tool for investigating HIV care utilisation patterns. The South Carolina (SC) office of Revenue and Fiscal Affairs (RFA) data warehouse captures individual-level longitudinal health utilisation data for persons living with HIV (PLWH). The data warehouse includes EHR, claims and data from private institutions, housing, prisons, mental health, Medicare, Medicaid, State Health Plan and the department of health and human services. The purpose of this study is to describe the process for creating a comprehensive database of all SC PLWH, and plans for using BDS to explore, identify, characterise and explain new predictors of missed opportunities for HIV medical care utilisation. METHODS AND ANALYSIS This project will create person-level profiles guided by the Gelberg-Andersen Behavioral Model and describe new patterns of HIV care utilisation. The population for the comprehensive database comes from statewide HIV surveillance data (2005-2016) for all SC PLWH (N≈18000). Surveillance data are available from the state health department's enhanced HIV/AIDS Reporting System (e-HARS). Additional data pulls for the e-HARS population will include Ryan White HIV/AIDS Program Service Reports, Health Sciences SC data and Area Health Resource Files. These data will be linked to the RFA data and serve as sources for traditional and vulnerable domain Gelberg-Anderson Behavioral Model variables. The project will use BDS techniques such as machine learning to identify new predictors of HIV care utilisation behaviour among PLWH, and 'missed opportunities' for re-engaging them back into care. ETHICS AND DISSEMINATION The study team applied for data from different sources and submitted individual Institutional Review Board (IRB) applications to the University of South Carolina (USC) IRB and other local authorities/agencies/state departments. This study was approved by the USC IRB (#Pro00068124) in 2017. To protect the identity of the persons living with HIV (PLWH), researchers will only receive linked deidentified data from the RFA. Study findings will be disseminated at local community forums, community advisory group meetings, meetings with our state agencies, local partners and other key stakeholders (including PLWH, policy-makers and healthcare providers), presentations at academic conferences and through publication in peer-reviewed articles. Data security and patient confidentiality are the bedrock of this study. Extensive data agreements ensuring data security and patient confidentiality for the deidentified linked data have been established and are stringently adhered to. The RFA is authorised to collect and merge data from these different sources and to ensure the privacy of all PLWH. The legislatively mandated SC data oversight council reviewed the proposed process stringently before approving it. Researchers will get only the encrypted deidentified dataset to prevent any breach of privacy in the data transfer, management and analysis processes. In addition, established secure data governance rules, data encryption and encrypted predictive techniques will be deployed. In addition to the data anonymisation as a part of privacy-preserving analytics, encryption schemes that protect running prediction algorithms on encrypted data will also be deployed. Best practices and lessons learnt about the complex processes involved in negotiating and navigating multiple data sharing agreements between different entities are being documented for dissemination.
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Affiliation(s)
- Bankole Olatosi
- Health Services, Policy and Management, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
| | - Jiajia Zhang
- Department of Epidemiology and Biostatistics, University of South Carolina, Columbia, South Carolina, USA
| | - Sharon Weissman
- Internal Medicine, School of Medicine, University of South Carolina, Columbia, South Carolina, USA
| | - Jianjun Hu
- Department of Computer Science & Engineering, College of Engineering, University of South Carolina, Columbia, South Carolina, USA
| | - Mohammad Rifat Haider
- Department of Health Promotion, Education & Behavior, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
| | - Xiaoming Li
- Health Promotion Education and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
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Pan Y, Metsch LR, Gooden LK, Philbin MM, Daar ES, Douaihy A, Jacobs P, Del Rio C, Rodriguez AE, Feaster DJ. Viral suppression and HIV transmission behaviors among hospitalized patients living with HIV. Int J STD AIDS 2019; 30:891-901. [PMID: 31159715 DOI: 10.1177/0956462419846726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
From July 2012 to January 2014, the CTN0049 study, Project HOPE (Hospital Visit as Opportunity for Prevention and Engagement for HIV-infected Drug Users) interviewed 1227 people with HIV infection from 11 hospitals in the US to determine eligibility for participation in a randomized trial. Using these screening interviews, we conducted a cross-sectional study with multivariable analysis to examine groups that are at highest risk for having a detectable viral load (VL) and engaging in HIV transmission behaviors. Viral suppression was 42.8%. Persons with a detectable VL were more likely to have sex partners who were HIV-negative or of unknown status (OR = 1.72, 95% CI = 1.22–2.38), report not cleaning needles after injecting drugs (OR = 3.13, 95% CI = 1.33–7.14), and to engage in sex acts while high on drugs or alcohol (OR = 1.85, 95% CI = 1.28–2.7) compared to their counterparts. Many hospitalized people with HIV infection are unsuppressed and more likely to engage in HIV transmission behaviors than those with viral suppression. Developing behavioral interventions targeting HIV transmission behaviors toward patients with unsuppressed HIV VLs in the hospital setting has the potential to prevent HIV transmission.
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Affiliation(s)
- Yue Pan
- 1 Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Lisa R Metsch
- 2 Department of Sociomedical Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Lauren K Gooden
- 2 Department of Sociomedical Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Morgan M Philbin
- 2 Department of Sociomedical Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Eric S Daar
- 3 Los Angeles Biomedical Research Institute at Harbor, University of California Los Angeles Medical Center, Torrance, CA, USA
| | - Antoine Douaihy
- 4 University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Petra Jacobs
- 5 Center for the Clinical Trials Network, National Institute on Drug Abuse, North Bethesda, MD, USA
| | - Carlos Del Rio
- 6 Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA, USA
| | - Allan E Rodriguez
- 7 Department of Medicine, Division of Infectious Diseases, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Daniel J Feaster
- 1 Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
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Comelli A, Izzo I, Donato F, Celotti A, Focà E, Pezzoli C, Castelli F, Quiros-Roldan E. Disengagement and reengagement of HIV continuum of care in a single center cohort in northern Italy. HIV Res Clin Pract 2019; 20:1-11. [PMID: 31303148 DOI: 10.1080/15284336.2019.1595887] [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] [Indexed: 12/29/2022]
Abstract
Background: Despite the progress in HIV care, adherence to follow up remains critical. Disengagement impairs the benefit of HIV care and the increasing number of data that associates failed retention with worse outcomes has led public health institutions to consider retention in care as a new tool to fight against HIV pandemic. Objective: The aim of this retrospective, observational study was to estimate the burden of disengagement and reengagement in care in our HIV cohort and to identify the characteristics of our LTFU and reengaged patients. Moreover, we build our cascade of care to explore how closely our center aligned with the "90-90-90" targets. Methods: From the local electronic database we extracted all HIV-infected patients with at least one contact with HIV Clinic between 2012 and 2018 excluding deceased and transferred patients. Our definition of LTFU was based on the lack of any visit during at least 1 year after the last visit. Patients re-engaged were defined as those firstly considered as LTFU patients who subsequently were newly linked to HIV care. Results: About 8% of patients were lost to follow up during the period of study, with a rate of less than 2% per year and 14.1% of them were re-engaged in care. The cascade of care shows, among HIV cases diagnosed between 2011 and 2018, 86.7% patients retained in care, 94.1% of whom were on cART and 95.6% of whom were virologically suppressed. A higher attrition was found among infections diagnosed since 2011 than before 2011, such as women, patients coming from foreign countries and those with poor virological control. Conclusions: The retention rate found in our cohort is high and is in accordance with the 90-90-90 strategy. Nevertheless, understanding disengagement and re-engagement determinants is important to strengthen retention in care in the most fragile population.
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Affiliation(s)
- Agnese Comelli
- a University Department of Infectious and Tropical Diseases , University of Brescia and ASST Spedali Civili , Brescia , Italy
| | - Ilaria Izzo
- b Department of Infectious and Tropical Diseases , ASST Spedali Civili , Brescia , Italy
| | - Francesco Donato
- c Unit of Hygiene, Epidemiology and Public Health , University of Brescia , Brescia , Italy
| | - Anna Celotti
- a University Department of Infectious and Tropical Diseases , University of Brescia and ASST Spedali Civili , Brescia , Italy
| | - Emanuele Focà
- a University Department of Infectious and Tropical Diseases , University of Brescia and ASST Spedali Civili , Brescia , Italy
| | - Chiara Pezzoli
- b Department of Infectious and Tropical Diseases , ASST Spedali Civili , Brescia , Italy
| | - Francesco Castelli
- a University Department of Infectious and Tropical Diseases , University of Brescia and ASST Spedali Civili , Brescia , Italy
| | - Eugenia Quiros-Roldan
- a University Department of Infectious and Tropical Diseases , University of Brescia and ASST Spedali Civili , Brescia , Italy
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Who Will Show? Predicting Missed Visits Among Patients in Routine HIV Primary Care in the United States. AIDS Behav 2019; 23:418-426. [PMID: 30006790 DOI: 10.1007/s10461-018-2215-1] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Missed HIV medical visits predict poor clinical outcomes. We sought to identify patients at high risk of missing visits. We analyzed 2002-2014 data from six large US HIV clinics. At each visit, we predicted the likelihood of missing the next scheduled visit using demographic, clinical, and patient-reported psychosocial variables. Overall, 10,374 participants contributed 105,628 HIV visits. For 17% of visits, the next scheduled appointment was missed. The strongest predictor of a future missed visit was past-year missed visits. A model with only this predictor had area under the receiver operator curve = 0.65; defining "high risk" as those with any past-year missed visits had 73% sensitivity and 51% specificity in correctly identifying a future missed visit. Inclusion of other clinical and psychosocial predictors only slightly improved performance. Past visit attendance can identify those at increased risk for future missed visits, allowing for proactive allocation of resources to those at greatest risk.
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Canoy N, Thapa S, Hannes K. Transgender persons' HIV care (dis)engagement: a qualitative evidence synthesis protocol from an ecological systems theory perspective. BMJ Open 2019; 9:e025475. [PMID: 30670527 PMCID: PMC6347901 DOI: 10.1136/bmjopen-2018-025475] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
INTRODUCTION There seems to be little information on interactional patterns of enabling and constraining factors contributing to HIV care engagement across systems and across time. Understanding these patterns from a (micro-meso-macro-exo) systems perspective can provide rich insights on relevant social networks affecting transgender populations. In this review, we will synthesise the wealth of literature on transgender persons' engagement in the HIV care continuum. METHODS AND ANALYSIS We will perform a networked systems approach to qualitative evidence synthesis of relevant qualitative research data generated from primary qualitative, mixed-method and evaluation studies exploring HIV care engagement among diverse transgender populations. Studies not using qualitative methods and studies not published in English will be excluded from this review. Empirical studies will be identified via a search in major databases such as PubMed, Scopus, ERIC, Embase, Web of Science, Sociological Abstracts, PsychInfo and Social Services Abstract in January 2019. Two reviewers will independently screen the studies for inclusion, assess their quality and extract data. In case some of the system levels in the network are ill-covered by empirical studies, non-empirical studies will be considered for inclusion. The qualitative evidence synthesis includes a summary of descriptive data (first order), an exploration of relationships between system levels or their components (second order) and a structured summary of research evidence through narrative synthesis. The narrative synthesis will be extended with an overall social network analysis that visualises important nodes and links cutting across ecological systems. ETHICS AND DISSEMINATION Ethical approval is not required to conduct this review. Review findings will be disseminated via peer-reviewed academic journals and a targeted information campaign towards organisations that work with our population of interest. PROSPERO REGISTRATION NUMBER CRD42018089956.
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Affiliation(s)
- Nico Canoy
- Department of Psychology, Ateneo de Manila University, Quezon City, Manila, Philippines
| | - Subash Thapa
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Karin Hannes
- Social Research Methodology Group, Faculty of Social Sciences, Leuven, Belgium
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Kendall CE, Raboud J, Donelle J, Loutfy M, Rourke SB, Kroch A, Liddy C, Rosenes R, Burchell AN. Lost but not forgotten: A population-based study of mortality and care trajectories among people living with HIV who are lost to follow-up in Ontario, Canada. HIV Med 2018; 20:88-98. [PMID: 30474908 PMCID: PMC9292000 DOI: 10.1111/hiv.12682] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/14/2018] [Indexed: 11/27/2022]
Abstract
Objectives Selection as a consequence of volunteer participation in, and loss to follow‐up from, cohort studies may bias estimates of mortality and other health outcomes. To quantify this potential, we estimated mortality and health service use among people living with HIV (PLWH) who were lost to cohort follow‐up (LTCFU) from a volunteer clinical HIV‐infected cohort, and compared these to mortality and health service use in active cohort participants and non‐cohort‐participants living with HIV in Ontario, Canada. Methods We analysed population‐based provincial health databases from 1995 to 2014, identifying PLWH ≥ 18 years old; these included data from participants in the Ontario HIV Treatment Network Cohort Study (OCS), a volunteer, multi‐site clinical HIV‐infected cohort. We calculated all‐cause mortality, hospitalization and emergency department (ED) visit rates per 100 person‐years (PY) and estimated hazard ratios (HRs) of mortality, adjusting for age, sex, income, rurality, and immigration status. Results Among 23 043 PLWH, 5568 were OCS participants. Compared with nonparticipants, participants were younger and less likely to be female, to be an immigrant and to reside in a major urban centre, and had lower comorbidity. Mortality among active participants, participants LTCFU and nonparticipants was 2.52, 3.30 and 2.20 per 100 PY, respectively. After adjustment for covariates, mortality risk was elevated among participants LTCFU compared with active participants (HR 2.26; 95% confidence interval 1.91, 2.68). Age‐adjusted hospitalization rates and ED visit rates were highest among participants LTCFU. Conclusions Mortality risk and use of health care resources were lower among active cohort participants. Our findings may inform health outcome estimates based on volunteer cohorts, as well as quantitative bias adjustment to correct for such biases.
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Affiliation(s)
- C E Kendall
- C.T. Lamont Primary Health Care Research Centre, Bruyère Research Institute, Ottawa, ON, Canada.,Department of Family Medicine, University of Ottawa, Ottawa, ON, Canada.,ICES, Toronto, ON, Canada.,Ottawa Hospital Research Institute, Ottawa, ON, Canada.,Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, ON, Canada
| | - J Raboud
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, Canada
| | - J Donelle
- Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - M Loutfy
- Ottawa Hospital Research Institute, Ottawa, ON, Canada.,Maple Leaf Medical Clinic, Toronto, ON, Canada.,Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada.,Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - S B Rourke
- Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, ON, Canada
| | - A Kroch
- Ontario HIV Treatment Network, Toronto, ON, Canada.,Division of Clinical Public Health, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - C Liddy
- C.T. Lamont Primary Health Care Research Centre, Bruyère Research Institute, Ottawa, ON, Canada.,Department of Family Medicine, University of Ottawa, Ottawa, ON, Canada
| | - R Rosenes
- C.T. Lamont Primary Health Care Research Centre, Bruyère Research Institute, Ottawa, ON, Canada
| | | | - A N Burchell
- ICES, Toronto, ON, Canada.,Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, ON, Canada.,Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
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Kinoshita M, Oka S. Migrant patients living with HIV/AIDS in Japan: Review of factors associated with high dropout rate in a leading medical institution in Japan. PLoS One 2018; 13:e0205184. [PMID: 30339665 PMCID: PMC6195273 DOI: 10.1371/journal.pone.0205184] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Accepted: 08/28/2018] [Indexed: 12/27/2022] Open
Abstract
The present study aimed to identify factors associated with retention in HIV/AIDS care among migrant patients who visited the outpatient clinic of the AIDS Clinical Center, National Center for Global Health and Medicine in Tokyo, Japan. We reviewed the records of 551 selected (78 non-Japanese and 473 Japanese) patients who started visiting our clinic between 2011 and 2014. A total of 390 patients (70.8%: 38 non-Japanese and 352 Japanese) continued their visits during the study: from the date of their first visit to the end of 2015. The difference in retention rate was not significant (Incidence Rate Ratio (IRR) = 0.89, p = 0.27), but the loss-to-follow-up cases were considerably high among non-Japanese patients (n = 13, Incidence rate (IR) = 24.6 per 100,000 person-days, IRR = 3.65, p<0.01 after adjusting for time since diagnosis). The results showed, nevertheless, that there was no apparent association between retention and factors peculiar to non-Japanese. Twelve out of thirteen lost-to-follow-up non-Japanese patients held legal status to reside in Japan and were eligible for public health services. Nine had limited fluency in Japanese language, and six used alternative verbal communication. Further studies are needed to identify the factors responsible for the high dropout rate and to improve the care of migrant patients living with HIV/AIDS.
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Affiliation(s)
- Mari Kinoshita
- AIDS Clinical Center, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, Japan
- * E-mail:
| | - Shinichi Oka
- AIDS Clinical Center, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, Japan
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38
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Loeliger KB, Meyer JP, Desai MM, Ciarleglio MM, Gallagher C, Altice FL. Retention in HIV care during the 3 years following release from incarceration: A cohort study. PLoS Med 2018; 15:e1002667. [PMID: 30300351 PMCID: PMC6177126 DOI: 10.1371/journal.pmed.1002667] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Accepted: 09/05/2018] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Sustained retention in HIV care (RIC) and viral suppression (VS) are central to US national HIV prevention strategies, but have not been comprehensively assessed in criminal justice (CJ) populations with known health disparities. The purpose of this study is to identify predictors of RIC and VS following release from prison or jail. METHODS AND FINDINGS This is a retrospective cohort study of all adult people living with HIV (PLWH) incarcerated in Connecticut, US, during the period January 1, 2007, to December 31, 2011, and observed through December 31, 2014 (n = 1,094). Most cohort participants were unmarried (83.7%) men (77.0%) who were black or Hispanic (78.1%) and acquired HIV from injection drug use (72.6%). Prison-based pharmacy and custody databases were linked with community HIV surveillance monitoring and case management databases. Post-release RIC declined steadily over 3 years of follow-up (67.2% retained for year 1, 51.3% retained for years 1-2, and 42.5% retained for years 1-3). Compared with individuals who were not re-incarcerated, individuals who were re-incarcerated were more likely to meet RIC criteria (48% versus 34%; p < 0.001) but less likely to have VS (72% versus 81%; p = 0.048). Using multivariable logistic regression models (individual-level analysis for 1,001 individuals after excluding 93 deaths), both sustained RIC and VS at 3 years post-release were independently associated with older age (RIC: adjusted odds ratio [AOR] = 1.61, 95% CI = 1.22-2.12; VS: AOR = 1.37, 95% CI = 1.06-1.78), having health insurance (RIC: AOR = 2.15, 95% CI = 1.60-2.89; VS: AOR = 2.01, 95% CI = 1.53-2.64), and receiving an increased number of transitional case management visits. The same factors were significant when we assessed RIC and VS outcomes in each 6-month period using generalized estimating equations (for 1,094 individuals contributing 6,227 6-month periods prior to death or censoring). Additionally, receipt of antiretroviral therapy during incarceration (RIC: AOR = 1.33, 95% CI 1.07-1.65; VS: AOR = 1.91, 95% CI = 1.56-2.34), early linkage to care post-release (RIC: AOR = 2.64, 95% CI = 2.03-3.43; VS: AOR = 1.79; 95% CI = 1.45-2.21), and absolute time and proportion of follow-up time spent re-incarcerated were highly correlated with better treatment outcomes. Limited data were available on changes over time in injection drug use or other substance use disorders, psychiatric disorders, or housing status. CONCLUSIONS In a large cohort of CJ-involved PLWH with a 3-year post-release evaluation, RIC diminished significantly over time, but was associated with HIV care during incarceration, health insurance, case management services, and early linkage to care post-release. While re-incarceration and conditional release provide opportunities to engage in care, reducing recidivism and supporting community-based RIC efforts are key to improving longitudinal treatment outcomes among CJ-involved PLWH.
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Affiliation(s)
- Kelsey B. Loeliger
- AIDS Program, Section of Infectious Diseases, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Jaimie P. Meyer
- AIDS Program, Section of Infectious Diseases, Yale School of Medicine, New Haven, Connecticut, United States of America
- * E-mail:
| | - Mayur M. Desai
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Maria M. Ciarleglio
- Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Colleen Gallagher
- Health and Addiction Services Quality Improvement Program, Connecticut Department of Correction, Wethersfield, Connecticut, United States of America
| | - Frederick L. Altice
- AIDS Program, Section of Infectious Diseases, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Centre of Excellence in Research in AIDS, University of Malaya, Kuala Lumpur, Malaysia
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Dilworth TJ, Klein PW, Mercier RC, Borrego ME, Jakeman B, Pinkerton SD. Clinical and Economic Effects of a Pharmacist-Administered Antiretroviral Therapy Adherence Clinic for Patients Living with HIV. J Manag Care Spec Pharm 2018; 24:165-172. [PMID: 29384024 PMCID: PMC6528483 DOI: 10.18553/jmcp.2018.24.2.165] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Pharmacists have demonstrated the ability to improve patient adherence to antiretroviral therapy (ART). OBJECTIVE To determine the clinical and economic effects of a pharmacist-administered ART adherence clinic for patients living with human immunodeficiency virus (HIV). METHODS This pilot study with a pretest-posttest design examined the effect of a pharmacy adherence clinic on patient HIV viral load and CD4 count over a 6-month period. Patients with documented adherence problems were referred to the clinic. The pharmacist counseled patients at baseline and met with patients 1-2 weeks, 6 weeks, 3 months, and 6 months after starting ART. A societal perspective net cost analysis of the pharmacy adherence clinic was conducted to assess the economic efficiency of the intervention. RESULTS Twenty-eight patients were enrolled in the study, and 16 patients reached completion. Median HIV RNA significantly decreased from 48,000 copies/mL (interquartile range [IQR] = 16,750-139,000) to undetectable (< 20 copies/mL) at 6 months for all study participants who completed the full intervention (P = 0.001). In the 3 months following the intervention, we estimated that it prevented approximately 0.13 secondary HIV infections among the sexual partners of the 16 participants who completed the intervention. The total cost of the intervention was $16,811 ($1,051 per patient), which was less than the future savings in averted HIV-related medical care expenditures ($49,702). CONCLUSIONS A pharmacy adherence clinic that focused on early and sustained ART adherence interventions helped patients with documented medication adherence problems achieve an undetectable HIV RNA. The intervention was highly cost saving, with a return of nearly $3 in future medical care savings per dollar spent on the intervention. DISCLOSURES This work was supported in part by a research grant to Dilworth, Mercier, and Borrego from the American Society of Health-System Pharmacists Foundation. Klein and Pinkerton were supported in part by grants T32-MH19985 and P30-MH52776, respectively, from the National Institute of Mental Health. No funding bodies had any role in the study design, data collection, analysis, decision to publish, or preparation of the manuscript. The findings and conclusions in this article are those of the authors and do not necessarily represent the official position of the Health Resources and Services Administration. The authors have no conflicts of interest to disclose. Study concept and design were contributed primarily by Dilworth, Mercier, and Borrego, along with the other authors. Dilworth took the lead in data collection, along with Pinkerton, Klein, Mercier, and Jakeman. Data interpretation was performed by Dilworth and Pinkerton, along with the other authors. The manuscript was written by Dilworth, Klein, and Jakeman, with assistance from the other authors, and revised by Dilworth, Jakeman, and Klein, with assistance from the other authors. The results from this study were presented in part at the 2015 United States Conference on AIDS in Washington, DC, on September 10-13, 2015.
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Affiliation(s)
- Thomas J Dilworth
- 1 Department of Pharmacy Services, Aurora St. Luke's Medical Center, Milwaukee, Wisconsin
| | - Pamela W Klein
- 2 Health Resources and Services Administration, HIV/AIDS Bureau, Rockville, Maryland
| | - Renée-Claude Mercier
- 3 Department of Pharmacy Practice and Administrative Sciences, University of New Mexico College of Pharmacy, Albuquerque, New Mexico
| | - Matthew E Borrego
- 3 Department of Pharmacy Practice and Administrative Sciences, University of New Mexico College of Pharmacy, Albuquerque, New Mexico
| | - Bernadette Jakeman
- 3 Department of Pharmacy Practice and Administrative Sciences, University of New Mexico College of Pharmacy, Albuquerque, New Mexico
| | - Steven D Pinkerton
- 4 Center for AIDS Intervention Research, Medical College of Wisconsin, Milwaukee
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Januraga PP, Reekie J, Mulyani T, Lestari BW, Iskandar S, Wisaksana R, Kusmayanti NA, Subronto YW, Widyanthini DN, Wirawan DN, Wongso LV, Sudewo AG, Sukmaningrum E, Nisa T, Prabowo BR, Law M, Cooper DA, Kaldor JM. The cascade of HIV care among key populations in Indonesia: a prospective cohort study. Lancet HIV 2018; 5:e560-e568. [PMID: 30143455 DOI: 10.1016/s2352-3018(18)30148-6] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Revised: 06/05/2018] [Accepted: 06/19/2018] [Indexed: 11/18/2022]
Abstract
BACKGROUND Indonesia has had low uptake of HIV testing and treatment. We did a study to estimate the cascade of HIV care in key populations and identify predictors of outcomes at key cascade steps. METHODS We used an observational cohort study design to recruit and follow up men who have sex with men (MSM), female sex workers, transgender women (known as waria in Indonesia), and people who inject drugs (PWID) diagnosed with HIV in four locations in Indonesia: Bali, Bandung, Jakarta, and Yogyakarta. Recruitment, baseline, and follow-up visits were done at collaborating clinical services, including both primary care sites and hospitals. Inclusion criteria for participants included identifying as a member of a key population, age 16 years or older, not previously tested positive for HIV, and HIV positivity at baseline. All participants were offered treatment as per national guidelines, with the addition of viral load testing and completion of study-specific forms. Estimates were calculated of proportions of participants linked to care, commencing treatment, adherent to treatment, and who achieved virological suppression. We used logistic regression to investigate characteristics associated with antiretroviral therapy (ART) initiation and viral suppression and Cox regression to identify factors associated with loss to follow-up. This study is registered with ClinicalTrials.gov, NCT03429842. FINDINGS Between Sept 15, 2015, and Sept 30, 2016, 831 individuals were enrolled in the study, comprising 637 (77%) MSM, 116 (14%) female sex workers, 27 (3%) waria, and 51 (6%) PWID. Of those enrolled, 703 (84·6%, 95% CI 82·1-87·1) were linked to HIV care and 606 (86·2%, 83·7-88·8) who were linked with care started ART. Among participants who started treatment, 457 (75·4%, 71·8-78·9) were retained in care, of whom 325 (71·1%, 66·7-75·2) had a viral load test about 6 months after enrolment, with 294 (90·5%, 86·7-93·4) of those tested (294 [35%, 32·1-38·7] of the original cohort) virally suppressed. 146 (24%) of 606 who started treatment were lost to follow-up. People who enrolled at sites that offered both testing and treatment had a higher likelihood of treatment initiation than those who enrolled at sites offering testing only (p<0·0001 by multivariate analysis), and participants who had been linked to care and had a high school or university education were significantly more likely to achieve viral suppression than those with a primary school or lower level of education (p≤0·029 by mulivariate analysis). INTERPRETATION HIV cascade data among key populations in Indonesia show very poor rates of retention in treatment and viral suppression. Site and individual characteristics associated with initiating and continuing treatment suggest an urgent need to develop and implement effective interventions to support patients in achieving viral suppression among all people with HIV. FUNDING Australian Government Department of Foreign Affairs and Trade, WHO, and Indonesian Government.
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Affiliation(s)
- Pande Putu Januraga
- Center for Public Health Innovation, Faculty of Medicine, Udayana University, Bali, Indonesia.
| | | | - Tri Mulyani
- Faculty of Medicine, Padjajaran University, West Java, Indonesia
| | | | - Shelly Iskandar
- Faculty of Medicine, Padjajaran University, West Java, Indonesia
| | - Rudi Wisaksana
- Faculty of Medicine, Padjajaran University, West Java, Indonesia
| | - Nur Aini Kusmayanti
- Center for Tropical Medicine, Faculty of Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Yanri Wijayanti Subronto
- Center for Tropical Medicine, Faculty of Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | | | | | - Lydia Verina Wongso
- AIDS Research Center, Atma Jaya Catholic University of Indonesia, Jakarta, Indonesia
| | | | - Evi Sukmaningrum
- AIDS Research Center, Atma Jaya Catholic University of Indonesia, Jakarta, Indonesia
| | - Tiara Nisa
- WHO Country Office of Indonesia, Jakarta, Indonesia
| | | | - Matthew Law
- Kirby Institute, UNSW, Sydney, NSW, Australia
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Alaei A, Nautiyal N, Mishkin K, Saifuddin Karimov D, Saidi D, Alaei K. Factors associated with linkage to care for HIV patients in Tajikistan. Int J STD AIDS 2018; 29:1183-1189. [PMID: 29945541 DOI: 10.1177/0956462418779658] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
There is a growing human immunodeficiency virus (HIV) epidemic in Tajikistan. This paper presents factors associated with linkage to HIV care among people aged 15 years and older in Tajikistan. This retrospective cross-sectional study used the Tajikistan Ministry of Health HIV registry data from patients diagnosed with HIV at age 15 years or older from 2000 to 2016. Chi squared tests and logistic regression models tested factors associated with linkage to care. A multivariable logistic regression model examined effect modifications. While linkage to care had an overall increase from 2000 to 2016, the odds of linkage were lower among certain sub-groups including among people in Dushanbe, men, people engaging in sex work, injection drug users, and older people. Regional differences exist with linkage to care, occurring least frequently in Dushanbe. While access to care and quality of care have increased significantly over time, findings suggest that linkage to care is low, especially in the capital city where many services are provided. Evaluation focusing on acceptability of HIV services should be undertaken to understand why certain people do not link with services. Additional research about the types of barriers to linking with HIV care is needed to increase linkage to HIV care.
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Affiliation(s)
- Arash Alaei
- 1 Institute for International Health and Education, University of Albany, Albany, NY, USA
| | - Nisheet Nautiyal
- 2 Department of Biostatistics, Yale University, New Haven, CT, USA
| | - Kathryn Mishkin
- 3 Global Institute for Health and Human Rights, University at Albany, State University of New York, Albany, NY, USA
| | - D Saifuddin Karimov
- 4 Republican AIDS Center, Tajikistan Ministry of Health, Dushanbe, Tajikistan
| | - Dilshod Saidi
- 4 Republican AIDS Center, Tajikistan Ministry of Health, Dushanbe, Tajikistan
| | - Kamiar Alaei
- 3 Global Institute for Health and Human Rights, University at Albany, State University of New York, Albany, NY, USA.,5 Rockefeller College, University at Albany, State University of New York, Albany, NY, USA
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Logie CH, Lacombe-Duncan A, Wang Y, Kaida A, de Pokomandy A, Webster K, Conway T, Loutfy M. Sexual Orientation Differences in Health and Wellbeing Among Women Living with HIV in Canada: Findings from a National Cohort Study. AIDS Behav 2018; 22:1987-2001. [PMID: 28444470 DOI: 10.1007/s10461-017-1781-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Sexual orientation differences in health and wellbeing among women living with HIV (WLH) are underexplored. Limited research available, however, suggests that sexual minority WLH may experience barriers to HIV care. Cross-sectional baseline data was analyzed from a Canadian cohort study with WLH (sexual minority women [SMW]: n = 180; heterosexual women: n = 1240). SMW (median age 38 years, IQR 13) included bisexual (58.9%), lesbian (17.8%) and other sexualities (23.3%). In multivariable analyses adjusting for age, poverty, education, and ethnicity, SMW identity was associated with increased odds of: clinical (80% vs. 100% antiretroviral adherence), intrapersonal (previous/current injection drug use [IDU] vs. no IDU history, depression, lower resilience), interpersonal (childhood abuse, sex work, adulthood abuse), and structural (HIV support services barriers, unstable housing, racial discrimination, gender discrimination) factors in comparison with heterosexual identity. Sexual minority WLH experience social and health disparities relative to heterosexual WLH, highlighting the need for interventions to promote health equity.
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Affiliation(s)
- Carmen H Logie
- Factor-Inwentash Faculty of Social Work, University of Toronto, 246 Bloor Street West, Toronto, ON, USA.
- Women's College Research Institute, Women's College Hospital, Toronto, ON, USA.
| | - Ashley Lacombe-Duncan
- Factor-Inwentash Faculty of Social Work, University of Toronto, 246 Bloor Street West, Toronto, ON, USA
| | - Ying Wang
- Factor-Inwentash Faculty of Social Work, University of Toronto, 246 Bloor Street West, Toronto, ON, USA
| | - Angela Kaida
- Faculty of Health Sciences, Simon Fraser University, Vancouver, BC, USA
| | - Alexandra de Pokomandy
- Department of Family Medicine, McGill University, Montreal, QC, USA
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, USA
| | - Kath Webster
- Faculty of Health Sciences, Simon Fraser University, Vancouver, BC, USA
| | - Tracey Conway
- Women's College Research Institute, Women's College Hospital, Toronto, ON, USA
| | - Mona Loutfy
- Women's College Research Institute, Women's College Hospital, Toronto, ON, USA
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, USA
- Department of Medicine, University of Toronto, Toronto, ON, USA
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Dillingham R, Ingersoll K, Flickinger TE, Waldman AL, Grabowski M, Laurence C, Wispelwey E, Reynolds G, Conaway M, Cohn WF. PositiveLinks: A Mobile Health Intervention for Retention in HIV Care and Clinical Outcomes with 12-Month Follow-Up. AIDS Patient Care STDS 2018; 32:241-250. [PMID: 29851504 PMCID: PMC5982157 DOI: 10.1089/apc.2017.0303] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Mobile health interventions may help People Living with HIV (PLWH) improve engagement in care. We designed and piloted PositiveLinks, a clinic-affiliated mobile intervention for PLWH, and assessed longitudinal impact on retention in care and viral suppression. The program was based at an academic Ryan White Clinic serving a nonurban population in Central Virginia. The PL intervention included a smartphone app that connected participants to clinic staff and provided educational resources, daily queries of stress, mood and medication adherence, weekly quizzes, appointment reminders, and a virtual support group. Outcomes were analyzed using McNemar's tests for HRSA-1, visit constancy, and viral suppression and nonparametric Wilcoxon signed-rank tests for CD4 counts and viral loads. Of 77 participants, 63% were male, 49% black non-Hispanic, and 72% below the federal poverty level. Participants' achievement of a retention in care benchmark (HRSA-1) increased from 51% at baseline to 88% at 6 months (p < 0.0001) and 81% at 12 months (p = 0.0003). Visit constancy improved from baseline to 6 months (p = 0.016) and 12 months (p = 0.0004). Participants' mean CD4 counts increased from baseline to 6 months (p = 0.0007) and 12 months (p = 0.0005). The percentage of participants with suppressed viral loads increased from 47% at baseline to 87% at 6 months (p < 0.0001) and 79% at 12 months (p = 0.0007). This study is one of the first to demonstrate that a mobile health intervention can have a positive impact on retention in care and clinical outcomes for vulnerable PLWH. Next steps include integration with clinical practice and dissemination.
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Affiliation(s)
- Rebecca Dillingham
- 1Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Karen Ingersoll
- Department of Psychiatry and Neurobehavioral Sciences, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Tabor E. Flickinger
- 1Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Ava Lena Waldman
- 1Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Marika Grabowski
- 1Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Colleen Laurence
- 1Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Erin Wispelwey
- 1Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | | | - Mark Conaway
- Department of Public Health Sciences, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Wendy F. Cohn
- Department of Public Health Sciences, University of Virginia School of Medicine, Charlottesville, Virginia
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Udeagu CCN, Shah S, Misra K, Sepkowitz KA, Braunstein SL. Where Are They Now? Assessing if Persons Returned to HIV Care Following Loss to Follow-Up by Public Health Case Workers Were Engaged in Care in Follow-Up Years. AIDS Patient Care STDS 2018; 32:181-190. [PMID: 29750551 DOI: 10.1089/apc.2018.0004] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
We examined care engagement and viral suppression (VS) over a 1- to 5-year period among persons re-engaged in HIV care using retrospective cohort study and longitudinal follow-up. The population comprised five cohorts of persons re-engaged in care from 2009 to 2013. We used surveillance data [CD4 T cell count or HIV viral load (VL) RNA] to measure four outcomes 1-5 years post-care engagement. Engagement-in-care indicated persons with laboratory reports in each follow-up year. Continuous engagement or sustained engagement, respectively, included persons with ≥1 or ≥2 (separated by 90 days) CD4 or VL reports in each follow-up year. VS indicated persons living with HIV (PLWH) re-engaged in care with VL ≤200 copies/mL in any follow-up year, and we measured re-engaged PLWH who subsequently became out of care (OOC) in each follow-up year. Overall, 84-86% PLWH were engaged in care in any follow-up year. The proportions of PLWH cohorts continuously engaged in care [86% (1 year), 77% (2 years), 72% (3 years), 67% (4 years), and 63% (5 years)] declined over time. Thirty-four percent of the PLWH who were re-engaged in care were subsequently OOC in the follow-up years. Most re-engaged PLWH became OOC in their first (40%) and second (30%) follow-up years. In follow-up years (1-5 years), fewer PLWH continuously engaged in care with ≥1 CD4 or VL reports in the registry had VS ≤200 copies/mL: 65%, 58%, 49%, 44%, and 42%, respectively. Encouragingly, higher proportions had VL ≤1500 copies/mL in follow-up years (1-5): (75%, 72%, 73%, 75%, and 70%), likely reflecting levels of HIV treatment. Our results support the use of surveillance data to identify and re-engage OOC PLWH in care. However, structures and programs are needed to support retention in care and reduce repeat OOC.
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Affiliation(s)
- Chi-Chi N. Udeagu
- Epidemiology and Field Services Program, New York City Department of Health and Mental Hygiene, Long Island City, New York
| | - Sharmila Shah
- Epidemiology and Field Services Program, New York City Department of Health and Mental Hygiene, Long Island City, New York
| | - Kavita Misra
- Epidemiology and Field Services Program, New York City Department of Health and Mental Hygiene, Long Island City, New York
| | - Kent A. Sepkowitz
- Epidemiology and Field Services Program, New York City Department of Health and Mental Hygiene, Long Island City, New York
- Memorial Sloan Kettering Center, New York, New York
| | - Sarah L. Braunstein
- Epidemiology and Field Services Program, New York City Department of Health and Mental Hygiene, Long Island City, New York
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Larbi AA, Spielberg F, Kamanu Elias N, Athey E, Ogbuawa N, Murphy N. Using a retention in care protocol to promote positive health and systems related outcomes. AIDS Care 2018; 30:1-7. [PMID: 29669423 DOI: 10.1080/09540121.2018.1465173] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
People living with HIV can experience the full benefits of retention when they are continuously engaged in care. Continuous engagement in care promotes improved adherence to ART and positive health outcomes. An infectious disease clinic has implemented a protocol to primarily improve patient retention. The retrospective, facility-based, costing study took place in an infectious disease clinic in Washington DC. Retention was defined in two ways and over a 12-month period. Micro-costing direct measurement methods were used to collect unit costs in time series. Return on investment accounted for the cost of treatment based on CD4 strata. ROI was expressed in 2016USD. The difference in CD4 and viral load levels between the two periods of analysis were determined for active patients, infected with HIV. The year before the intervention was compared to the year of the intervention. Total treatment expenditure decreased from $2,435,653.00 to $2,283,296.23, resulting in a $152,356.77 gain from investment for the healthcare system over a 12-month investment period. The viral load suppression rate increased from 81 to 95 (p = 0.04) over the investment period. The number of patients in need of HIV related opportunistic infection prophylaxis decreased from 21 to 13 (p = 0.06). Improved immunologic, virologic and healthcare expenditure outcomes can be linked to the quality of retention practice.
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Affiliation(s)
- Alfred A Larbi
- a United Medical Center, Care Center for Infectious Diseases , Washington DC , USA
| | - Freya Spielberg
- b Department of Population Health , The University of Texas at Austin, Dell Medical School , Austin , Texas , USA
| | - Nnemdi Kamanu Elias
- a United Medical Center, Care Center for Infectious Diseases , Washington DC , USA
| | - Erin Athey
- a United Medical Center, Care Center for Infectious Diseases , Washington DC , USA
| | - Ngozi Ogbuawa
- a United Medical Center, Care Center for Infectious Diseases , Washington DC , USA
| | - Nancy Murphy
- a United Medical Center, Care Center for Infectious Diseases , Washington DC , USA.,c Division of Nursing , Howard University, College of Nursing & Allied Health Sciences , Washington DC , USA
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Gardner LI, Marks G, Patel U, Cachay E, Wilson TE, Stirratt M, Rodriguez A, Sullivan M, Keruly JC, Giordano TP. Gaps Up To 9 Months Between HIV Primary Care Visits Do Not Worsen Viral Load. AIDS Patient Care STDS 2018; 32:157-164. [PMID: 29630849 PMCID: PMC5972770 DOI: 10.1089/apc.2018.0001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Current guidelines specify that visit intervals with viral monitoring should not exceed 6 months for HIV patients. Yet, gaps in care exceeding 6 months are common. In an observational cohort using US patients, we examined the association between gap length and changes in viral load status and sought to determine the length of the gap at which significant increases in viral load occur. We identified patients with gaps in care greater than 6 months from 6399 patients from six US HIV clinics. Gap strata were >6 to <7, 7 to <8, 8 to <9, 9 to <12, and ≥12 months, with viral load measurements matched to the opening and closing dates for the gaps. We examined visit gap lengths in association with two viral load measurements: continuous (log10 viral load at gap opening and closing) and dichotomous (whether patients initially suppressed but lost viral suppression by close of the care gap). Viral load increases were nonsignificant or modest when gap length was <9 months, corresponding to 10% or fewer patients who lost viral suppression. For gaps ≥12 months, there was a significant increase in viral load as well as a much larger loss of viral suppression (in 23% of patients). Detrimental effects on viral load after a care gap were greater in young patients, black patients, and those without private health insurance. On average, shorter gaps in care were not detrimental to patient viral load status. HIV primary care visit intervals of 6 to 9 months for select patients may be appropriate.
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Affiliation(s)
- Lytt I. Gardner
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Gary Marks
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Unnati Patel
- Division of HIV/AIDS Prevention, Centers for Disease Control and Prevention and ICF, Atlanta, Georgia
| | - Edward Cachay
- Department of Medicine, University of California School of Medicine, San Diego, California
| | - Tracey E. Wilson
- Department of Community Health Sciences, School of Public Health, State University of New York, Downstate Medical Center, Brooklyn, New York
| | - Michael Stirratt
- Division of AIDS Research, National Institute of Mental Health, Bethesda, Maryland
| | - Allan Rodriguez
- Division of Infectious Diseases, Miller School of Medicine, University of Miami, Miami, Florida
| | - Meg Sullivan
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Jeanne C. Keruly
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Thomas P. Giordano
- Department of Medicine, Baylor College of Medicine, Center for Innovations in Quality, Effectiveness, and Safety, Michael E. DeBakey VA Medical Center, Thomas Street Health Center and Harris Health System, Houston, Texas
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Lok JJ, Yang S, Sharkey B, Hughes MD. Estimation of the cumulative incidence function under multiple dependent and independent censoring mechanisms. LIFETIME DATA ANALYSIS 2018; 24:201-223. [PMID: 28238045 PMCID: PMC5572121 DOI: 10.1007/s10985-017-9393-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2014] [Accepted: 02/14/2017] [Indexed: 06/06/2023]
Abstract
Competing risks occur in a time-to-event analysis in which a patient can experience one of several types of events. Traditional methods for handling competing risks data presuppose one censoring process, which is assumed to be independent. In a controlled clinical trial, censoring can occur for several reasons: some independent, others dependent. We propose an estimator of the cumulative incidence function in the presence of both independent and dependent censoring mechanisms. We rely on semi-parametric theory to derive an augmented inverse probability of censoring weighted (AIPCW) estimator. We demonstrate the efficiency gained when using the AIPCW estimator compared to a non-augmented estimator via simulations. We then apply our method to evaluate the safety and efficacy of three anti-HIV regimens in a randomized trial conducted by the AIDS Clinical Trial Group, ACTG A5095.
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Affiliation(s)
- Judith J Lok
- Department of Biostatistics, Harvard School of Public Health, 655 Huntington Avenue, Boston, MA, 02115, USA.
| | - Shu Yang
- Department of Statistics, North Carolina State University, Raleigh, NC, USA
| | | | - Michael D Hughes
- Department of Biostatistics, Harvard School of Public Health, 655 Huntington Avenue, Boston, MA, 02115, USA
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Castel AD, Terzian A, Opoku J, Happ LP, Younes N, Kharfen M, Greenberg A. Defining Care Patterns and Outcomes Among Persons Living with HIV in Washington, DC: Linkage of Clinical Cohort and Surveillance Data. JMIR Public Health Surveill 2018; 4:e23. [PMID: 29549065 PMCID: PMC5878363 DOI: 10.2196/publichealth.9221] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Revised: 12/14/2017] [Accepted: 12/27/2017] [Indexed: 12/25/2022] Open
Abstract
Background Triangulation of data from multiple sources such as clinical cohort and surveillance data can help improve our ability to describe care patterns, service utilization, comorbidities, and ultimately measure and monitor clinical outcomes among persons living with HIV infection. Objectives The objective of this study was to determine whether linkage of clinical cohort data and routinely collected HIV surveillance data would enhance the completeness and accuracy of each database and improve the understanding of care patterns and clinical outcomes. Methods We linked data from the District of Columbia (DC) Cohort, a large HIV observational clinical cohort, with Washington, DC, Department of Health (DOH) surveillance data between January 2011 and June 2015. We determined percent concordance between select variables in the pre- and postlinked databases using kappa test statistics. We compared retention in care (RIC), viral suppression (VS), sexually transmitted diseases (STDs), and non-HIV comorbid conditions (eg, hypertension) and compared HIV clinic visit patterns determined using the prelinked database (DC Cohort) versus the postlinked database (DC Cohort + DOH) using chi-square testing. Additionally, we compared sociodemographic characteristics, RIC, and VS among participants receiving HIV care at ≥3 sites versus <3 sites using chi-square testing. Results Of the 6054 DC Cohort participants, 5521 (91.19%) were included in the postlinked database and enrolled at a single DC Cohort site. The majority of the participants was male, black, and had men who have sex with men (MSM) as their HIV risk factor. In the postlinked database, 619 STD diagnoses previously unknown to the DC Cohort were identified. Additionally, the proportion of participants with RIC was higher compared with the prelinked database (59.83%, 2678/4476 vs 64.95%, 2907/4476; P<.001) and the proportion with VS was lower (87.85%, 2277/2592 vs 85.15%, 2391/2808; P<.001). Almost a quarter of participants (23.06%, 1279/5521) were identified as receiving HIV care at ≥2 sites (postlinked database). The participants using ≥3 care sites were more likely to achieve RIC (80.7%, 234/290 vs 62.61%, 2197/3509) but less likely to achieve VS (72.3%, 154/213 vs 89.51%, 1869/2088). The participants using ≥3 care sites were more likely to have unstable housing (15.1%, 64/424 vs 8.96%, 380/4242), public insurance (86.1%, 365/424 vs 57.57%, 2442/4242), comorbid conditions (eg, hypertension) (37.7%, 160/424 vs 22.98%, 975/4242), and have acquired immunodeficiency syndrome (77.8%, 330/424 vs 61.20%, 2596/4242) (all P<.001). Conclusions Linking surveillance and clinical data resulted in the improved completeness of each database and a larger volume of available data to evaluate HIV outcomes, allowing for refinement of HIV care continuum estimates. The postlinked database also highlighted important differences between participants who sought HIV care at multiple clinical sites. Our findings suggest that combined datasets can enhance evaluation of HIV-related outcomes across an entire metropolitan area. Future research will evaluate how to best utilize this information to improve outcomes in addition to monitoring them.
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Affiliation(s)
- Amanda D Castel
- Department of Epidemiology and Biostatistics, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States
| | - Arpi Terzian
- Department of Epidemiology and Biostatistics, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States
| | - Jenevieve Opoku
- HIV/AIDS, Hepatitis, STD, and TB Administration, The District of Columbia Department of Health, Washington, DC, United States
| | - Lindsey Powers Happ
- Department of Epidemiology and Biostatistics, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States
| | - Naji Younes
- Department of Epidemiology and Biostatistics, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States
| | - Michael Kharfen
- HIV/AIDS, Hepatitis, STD, and TB Administration, The District of Columbia Department of Health, Washington, DC, United States
| | - Alan Greenberg
- Department of Epidemiology and Biostatistics, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States
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- Department of Epidemiology and Biostatistics, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States
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49
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Bayona E, Menacho L, Segura ER, Mburu G, Roman F, Tristan C, Bromley E, Cabello R. The Experiences of Newly Diagnosed Men Who Have Sex with Men Entering the HIV Care Cascade in Lima, Peru, 2015-2016: A Qualitative Analysis of Counselor-Participant Text Message Exchanges. CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING 2018. [PMID: 28622034 DOI: 10.1089/cyber.2016.0435] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Mobile phone technology (mHealth) is a promising tool that has been used to improve HIV care in high-risk populations worldwide. Understanding patient perspectives of newly diagnosed men who have sex with men (MSM) in Lima, Peru during linkage and engagement in the HIV care continuum can help close the gaps in care following initial HIV diagnosis and ensure retention in continuous care. From June 2015 to March 2016, as part of a randomized controlled trial, 40 MSM participants were linked to care with an mHealth intervention within 3 months of HIV diagnosis at Via Libre clinic. For 12 weeks, participants agreed to receive weekly predetermined, standardized short message service (SMS), WhatsApp©, and/or Facebook© messages from an assigned HIV counselor. Text messaging was bi-directional, meaning participants could also send messages to their counselor at any time. In this qualitative study, we coded and thematically analyzed 947 SMS, 918 WhatsApp, and 2,694 Facebook bi-directional messages. Mean age of participants was 29.8 years (20-50); with 70 percent reporting some post-high school education and 73 percent self-identifying as homosexual. We identified six recurring themes that emerged from the data: (a) mental health symptoms; (b) coping behaviors; (c) interpersonal support; (d) physical symptoms; (e) HIV knowledge; and (f) care coordination. Participants sent text messages describing depressive symptoms and seeking mental health services during this initial stage of HIV care. For newly diagnosed MSM entering the HIV care continuum, a bi-directional mHealth intervention provided support to facilitate care while eliciting deeply personal mental and emotional states. Future interventions could benefit from using mHealth interventions as ancillary support for clinicians.
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Affiliation(s)
- Erik Bayona
- 1 David Geffen School of Medicine, University of California , Los Angeles, California
| | | | - Eddy R Segura
- 1 David Geffen School of Medicine, University of California , Los Angeles, California.,3 Escuela de Medicina, Universidad Peruana de Ciencias Aplicadas , Lima, Peru
| | - Gitau Mburu
- 4 International HIV/AIDS Alliance , Hove, United Kingdom
| | | | | | - Elizabeth Bromley
- 1 David Geffen School of Medicine, University of California , Los Angeles, California
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Kim J, Lee E, Park BJ, Bang JH, Lee JY. Adherence to antiretroviral therapy and factors affecting low medication adherence among incident HIV-infected individuals during 2009-2016: A nationwide study. Sci Rep 2018; 8:3133. [PMID: 29453393 PMCID: PMC5816616 DOI: 10.1038/s41598-018-21081-x] [Citation(s) in RCA: 68] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Accepted: 01/30/2018] [Indexed: 11/17/2022] Open
Abstract
For ideal clinical benefit, human immunodeficiency virus (HIV)-infected individuals should receive continuous medication. This is the first nationwide antiretroviral therapy (ART) adherence study in Asia, where medication monitoring at national level is systemically available. We estimated the ART adherence of incident HIV-infected individuals and investigated factors affecting low medication adherence using the national health insurance (NHI) claims data from 2007 to 2016. Medication possession ratio (MPR) was used to measure medication adherence and risk factors were identified by multivariable logistic regression analysis. Of the 8,501 newly diagnosed HIV-infected individuals during 2009–2016 with at least one ART prescription, 70.4% of HIV patients had adequate adherence to ART defined as MPR ≥95%. Requiring prophylactic antibiotics, female gender, age of 0–19 and same or over 50 s compared to 30–39, and having a history of malignancy, lower socioeconomic status, not visiting tertiary hospital, and being diagnosed in the earlier years were risk factors for lower adherence (Odds ratio 1.7, 1.6, 1.6, 1.4, 1.6, 2.1, 1.2, and 1.6 to 3.8 respectively). Health authority should take into consideration of these modifiable and unmodifiable barriers to establish sustainable monitoring system at national level and to improve adherence.
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Affiliation(s)
- Jungmee Kim
- Medical Research Centre, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Eunyoung Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.,Graduate School of Public Health, Seoul National University, Seoul, Republic of Korea
| | - Byung-Joo Park
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ji Hwan Bang
- Division of Infectious Diseases, Seoul National University Boramae Medical Centre, Seoul, Republic of Korea.
| | - Jin Yong Lee
- Public Health Medical Service, Boramae Medical Centre, Seoul National University College of Medicine, Seoul, Republic of Korea. .,Institute of Health Policy and Management, Medical Research Centre, Seoul National University, Seoul, Republic of Korea.
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