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Ibeneme SC, Odoh E, Martins N, Ibeneme GC. Developing an HIV-specific falls risk prediction model with a novel clinical index: a systematic review and meta-analysis method. BMC Infect Dis 2024; 24:1402. [PMID: 39696054 PMCID: PMC11653889 DOI: 10.1186/s12879-024-10141-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Accepted: 10/29/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Falls are a common problem experienced by people living with HIV yet predictive models specific to this population remain underdeveloped. We aimed to identify, assess and stratify the predictive strength of various physiological, behavioral, and HIV-specific factors associated with falls among people living with HIV and inform a predictive model for fall prevention. METHODS Systematic review and meta-analysis were conducted to explore predictors of falls in people living with HIV. Data was sourced, screened, extracted, and analyzed by two independent reviewers from eight databases up to January 2nd, 2024, following the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) protocol. Evidence quality and bias were assessed using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) and the Mixed Method Appraisal Tool (MMAT), respectively. Pooled odds ratios (OR) with 95% confidence intervals (CI) were computed using random-effects models to establish associations between predictors and falls risk. We applied established criteria (Bradford Hill's criteria, Rothman's and Nweke's viewpoints) to stratify risk factors and create a weighted predictive algorithm. RESULTS This review included 12 studies on falls/balance dysfunction in 117,638 participants (54,513 people living with HIV), with varying ages (45-50 years), sample sizes (32 - 26,373), study durations (6 months to 15 years), disease stages (CD4 + counts 347.2 cells/mm³ to ≥ 500 cells/µL) and fall definitions (self-reported histories to real-time reporting). Some predictors of falls in people living with HIV including depression, cannabis use, cognitive impairment/neurocognitive adverse effects (NCAE), hypertension, and stavudine-showed perfect risk responsiveness (Ri = 1), indicating their strong association with falls. Notably, cannabis use demonstrated the highest risk weight (Rw = 3.0, p < 0.05, 95%CI:1.51-5.82), followed by NCAE (Rw = 2.3, p < 0.05, 95%CI:1.66-3.21) and frailty with a broad confidence interval (Rw = 2.2, p < 0.05, 95%CI:0.73-14.40). Other significant predictors included hypertension (Rw = 1.8, p < 0.05, 95%CI:1.33-2.33), depression (Rw = 1.6, p < 0.05, 95%CI:1.22-2.18), stavudine use (Rw = 1.5, p < 0.05, 95%CI: 0.95-2.25), neuropathy (Rw = 1.3, p < 0.05, 95%CI:1.26-2.11), and polypharmacy (Rw = 1.2, p < 0.05, 95%CI:1.16-1.96). The fall risk threshold score was 12.8, representing the 76th percentile of the specific and sufficient risk weight. CONCLUSION Our meta-analysis identifies predictors of falls in people living with HIV, emphasizing physiological, behavioral, and HIV-specific factors. Integrating these into clinical practice could mitigate falls-related sequelae. We propose a novel approach to falls risk prediction using a novel clinical index, resulting in a HIV-specific falls risk assessment tool. TRIAL REGISTRATION The study protocol is registered with PROSPERO ID: CRD42023453556.
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Affiliation(s)
- Sam Chidi Ibeneme
- Department of Physiotherapy, David Umahi Federal University of Health Sciences, Uburu, Nigeria
- Department of Medical Rehabilitation, University of Nigeria Enugu Campus, Enugu, Nigeria
- University of the Witwatersrand, 7 York Road, Parktown, Johannesburg, Gauteng, 2193, South Africa
- Development and Rehabilitation, International Institute of Sports Research, David Umahi Federal University of Health Sciences, Uburu, Ebonyi State, Nigeria
- Faculty III, Hochschule Hannover University of Applied Sciences & Arts, Hannover, Lower Saxony, 30159, Germany
| | - Eunice Odoh
- Department of Medical Rehabilitation, University of Nigeria Enugu Campus, Enugu, Nigeria
| | - Nweke Martins
- Department of Physiotherapy, David Umahi Federal University of Health Sciences, Uburu, Nigeria.
- Department of Physiotherapy, University of Pretoria, Pretoria, South Africa.
- Development and Rehabilitation, International Institute of Sports Research, David Umahi Federal University of Health Sciences, Uburu, Ebonyi State, Nigeria.
| | - Georgian Chiaka Ibeneme
- Department of Nursing Sciences, Faculty of Health Sciences & Technology, David Umahi Federal University of Health Sciences, Uburu, Ebonyi State, Nigeria
- Development and Rehabilitation, International Institute of Sports Research, David Umahi Federal University of Health Sciences, Uburu, Ebonyi State, Nigeria
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Abidi MZ, Umbleja T, Overton ET, Burdo T, Flynn JM, Lu MT, Taron J, Schnittman SR, Fitch KV, Zanni MV, Fichtenbaum CJ, Malvestutto C, Aberg JA, Fulda ES, Eckard AR, Manne-Goehler J, Tuan JJ, Ribaudo HJ, Douglas PS, Grinspoon SK, Brown TT, Erlandson KM. Cytomegalovirus IgG is Associated With Physical Function But Not Muscle Density in People With HIV. J Acquir Immune Defic Syndr 2024; 95:470-478. [PMID: 38180893 PMCID: PMC10947880 DOI: 10.1097/qai.0000000000003377] [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: 07/03/2023] [Accepted: 12/07/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND Cytomegalovirus (CMV) seropositivity is associated with poor outcomes, including physical function impairment, in people without HIV. We examined associations between CMV IgG titer and physical function in virologically suppressed people with HIV (PWH). METHODS REPRIEVE is a double-blind randomized trial evaluating pitavastatin for primary prevention of atherosclerotic cardiovascular disease in PWH. This analysis focused on participants enrolled in a substudy with additional biomarker testing, imaging [coronary CT angiography], and physical function measures at entry. CMV IgG was measured using quantitative enzyme immunoassay, physical function by Short Physical Performance Battery, and muscle density and area by CT. Associations between CMV IgG (risk factor) and outcomes were evaluated using the partial Spearman correlation and linear and log-binomial regression. RESULTS Among 717 participants, 82% male, the median CMV IgG was 2716 (Q1, Q3: 807, 6672) IU/mL, all above the limit of quantification. Among 631 participants with imaging, there was no association between CMV IgG and CT-based muscle density or area, controlling for age (r = -0.03 and r = -0.01, respectively; P ≥ 0.38). Among 161 participants with physical function data, higher CMV IgG was associated with poorer overall modified Short Physical Performance Battery score ( P = 0.02), adjusted for age, nadir CD4, and high-sensitivity C-reactive protein. CONCLUSIONS Higher CMV IgG titer was associated with poorer physical function, not explained by previous immune compromise, inflammation, or muscle density or area. Further mechanistic studies are needed to understand this association and whether CMV-specific therapy can affect physical function in PWH.
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Affiliation(s)
- Maheen Z. Abidi
- Division of Infectious Diseases, Department of Medicine, University of Colorado, Denver, CO, USA
| | - Triin Umbleja
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Edgar T. Overton
- Division of Infectious Diseases, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Tricia Burdo
- Department of Microbiology, Immunology, and Inflammation and Center for Neurovirology and Gene Editing, Temple University Lewis Katz School of Medicine, Philadelphia, PA, USA
| | - Jacqueline M. Flynn
- Department of Microbiology, Immunology, and Inflammation and Center for Neurovirology and Gene Editing, Temple University Lewis Katz School of Medicine, Philadelphia, PA, USA
| | - Michael T. Lu
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Jana Taron
- Cardiovascular Imaging Research Center, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Radiology, Medical Center – University of Freiburg, Germany
| | - Samuel R. Schnittman
- Division of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Metabolism Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Kathleen V. Fitch
- Metabolism Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Markella V. Zanni
- Metabolism Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Carl J. Fichtenbaum
- Division of Infectious Diseases, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Carlos Malvestutto
- Division of Infectious Diseases, Ohio State University Medical Center, Columbus, OH, USA
| | - Judith A. Aberg
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Evelynne S. Fulda
- Metabolism Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Allison Ross Eckard
- Departments of Pediatrics and Medicine, Divisions of Infectious Diseases, Medical University of South Carolina, Charleston, SC, USA
| | - Jennifer Manne-Goehler
- Division of Infectious Diseases, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Jessica J. Tuan
- Division of Infectious Diseases, Yale University School of Medicine, New Haven, CT, USA
| | - Heather J. Ribaudo
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Pamela S. Douglas
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, U.S.A
| | - Steven K. Grinspoon
- Metabolism Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Todd T. Brown
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kristine M. Erlandson
- Division of Infectious Diseases, Department of Medicine, University of Colorado, Denver, CO, USA
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Ruderman SA, Odden MC, Webel AR, Fitzpatrick AL, Crane PK, Nance RM, Drumright LN, Whitney BM, Mixson LS, Ma J, Willig AL, Haidar L, Eltonsy S, Mayer KH, O'Cleirigh C, Cropsey KL, Eron JJ, Napravnik S, Greene M, McCaul M, Chander G, Cachay E, Lober WB, Kritchevsky SB, Austad S, Landay A, Pandya C, Cartujano-Barrera F, Saag MS, Kamen C, Hahn AW, Kitahata MM, Delaney JAC, Crane HM. Tobacco Smoking and Pack-Years Are Associated With Frailty Among People With HIV. J Acquir Immune Defic Syndr 2023; 94:135-142. [PMID: 37368939 PMCID: PMC10527292 DOI: 10.1097/qai.0000000000003242] [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: 08/05/2022] [Accepted: 06/12/2023] [Indexed: 06/29/2023]
Abstract
BACKGROUND Tobacco smoking increases frailty risk among the general population and is common among people with HIV (PWH) who experience higher rates of frailty at younger ages than the general population. METHODS We identified 8608 PWH across 6 Centers for AIDS Research Network of Integrated Clinical Systems sites who completed ≥2 patient-reported outcome assessments, including a frailty phenotype measuring unintentional weight loss, poor mobility, fatigue, and inactivity, and scored 0-4. Smoking was measured as baseline pack-years and time-updated never, former, or current use with cigarettes/day. We used Cox models to associate smoking with risk of incident frailty (score ≥3) and deterioration (frailty score increase by ≥2 points), adjusted for demographics, antiretroviral medication, and time-updated CD4 count. RESULTS The mean follow-up of PWH was 5.3 years (median: 5.0), the mean age at baseline was 45 years, 15% were female, and 52% were non-White. At baseline, 60% reported current or former smoking. Current (HR: 1.79; 95% confidence interval: 1.54 to 2.08) and former (HR: 1.31; 95% confidence interval: 1.12 to 1.53) smoking were associated with higher incident frailty risk, as were higher pack-years. Current smoking (among younger PWH) and pack-years, but not former smoking, were associated with higher risk of deterioration. CONCLUSIONS Among PWH, smoking status and duration are associated with incident and worsening frailty.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Jimmy Ma
- University of Washington, Seattle, WA, USA
| | | | - Lara Haidar
- University of Manitoba, Winnipeg, Manitoba, CA
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Davey CH, Navis B, Webel AR, Jankowski C, Oliveira VH, Khuu V, Cook PF, Erlandson KM. Impact of Food Insecurity and Undernutrition on Frailty and Physical Functioning in Aging People With HIV in the United States. J Assoc Nurses AIDS Care 2023; 34:238-247. [PMID: 36752748 PMCID: PMC10159892 DOI: 10.1097/jnc.0000000000000395] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
ABSTRACT We conducted an observational cross-sectional study to explore whether food insecurity or undernutrition was associated with frailty or low physical functioning in aging persons with HIV (PWH). Forty-eight PWH aged 50 years and older were enrolled. Independent samples t -tests and chi-square tests were used to examine the relationship of food insecurity or undernutrition to frailty or physical function. Participants were 58.6 (±6.3) years old, 83% male, 77% White, 21% Hispanic. In total, 44% experienced food insecurity and 71% experienced undernutrition, whereas 23% were frail and 69% were prefrail. Food insecurity was associated with impaired total short physical performance battery score ( p = .02), impaired balance ( p = .02), slower chair rise time ( p = .03), and weight loss within 12 months ( p = .05). Undernutrition was related to female gender ( p = .01), worse frailty ( p = .04), and weaker grip strength ( p = .03). In this sample of undernourished and frail PWH, strong relationships between undernutrition and frailty were observed.
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Affiliation(s)
| | - Brianna Navis
- University of Colorado, Anschutz Medical Campus, Aurora, Colorado, USA
| | - Allison R. Webel
- University of Washington, School of Nursing, Seattle, Washington, USA
| | - Catherine Jankowski
- University of Colorado College of Nursing, Anschutz Medical Campus, Aurora, Colorado, USA
| | | | - Vincent Khuu
- University of Colorado, Anschutz Medical Campus, Aurora, Colorado, USA
| | - Paul F. Cook
- University of Colorado College of Nursing, Anschutz Medical Campus, Aurora, Colorado, USA
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Kentoffio K, Temu TM, Shakil SS, Zanni MV, Longenecker CT. Cardiovascular disease risk in women living with HIV. Curr Opin HIV AIDS 2022; 17:270-278. [PMID: 35938460 PMCID: PMC9370828 DOI: 10.1097/coh.0000000000000756] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE OF REVIEW To synthesize current evidence on the impact of cardiovascular disease among women living with HIV (WLWH) with a particular focus on disease prevalence, mechanisms and prevention. RECENT FINDINGS HIV-related cardiovascular disease risk is 1.5-fold to 2-fold higher for women than for men. Mechanisms of enhanced risk are multifactorial and include reinforcing pathways between traditional risk factors, metabolic dysregulation, early reproductive aging and chronic immune activation. These pathways influence both the presentation of overt syndromes of myocardial infarction, stroke and heart failure, as well as subclinical disease, such as microvascular dysfunction and cardiac fibrosis. Cardiovascular disease, therefore, remains a consistent threat to healthy aging among WLWH. SUMMARY Although no specific prevention strategies exist, patient-centered risk mitigation approaches that are adaptable to the needs of aging individuals are essential to combat disparities in cardiovascular outcomes among WLWH. Further research into the optimal prevention approach for CVD among WLWH, particularly for women living in under-resourced health systems, is needed.
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Affiliation(s)
- Katherine Kentoffio
- Department of Medicine, Division of Cardiology, University of California, San Francisco, CA, USA
| | - Tecla M Temu
- Department of Global Health, University of Washington School of Medicine, Seattle, WA, USA
| | - Saate S Shakil
- Department of Medicine, Division of Cardiology, University of Washington, Seattle, WA, USA
| | - Markella V. Zanni
- Department of Medicine, Division of Endocrinology, Massachusetts General Hospital, Boston, MA, USA
| | - Chris T. Longenecker
- Department of Global Health, University of Washington School of Medicine, Seattle, WA, USA
- Department of Medicine, Division of Cardiology, University of Washington, Seattle, WA, USA
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