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Egocentric social network characteristics and cardiovascular risk among patients with hypertension or diabetes in western Kenya: a cross-sectional analysis from the BIGPIC trial

Ruchman, Samuel G; Delong, Allison K; Kamano, Jemima H; Bloomfield, Gerald S; Chrysanthopoulou, Stavroula A; Fuster, Valentin; Horowitz, Carol R; Kiptoo, Peninah; Matelong, Winnie; Mugo, Richard; Naanyu, Violet; Orango, Vitalis; Pastakia, Sonak D; Valente, Thomas W; Hogan, Joseph W; Vedanthan, Rajesh
OBJECTIVES:Management of cardiovascular disease (CVD) is an urgent challenge in low-income and middle-income countries, and interventions may require appraisal of patients' social networks to guide implementation. The purpose of this study is to determine whether egocentric social network characteristics (SNCs) of patients with chronic disease in western Kenya are associated with overall CVD risk and individual CVD risk factors. DESIGN:Cross-sectional analysis of enrollment data (2017-2018) from the Bridging Income Generation with GrouP Integrated Care trial. Non-overlapping trust-only, health advice-only and multiplex (trust and health advice) egocentric social networks were elicited for each participant, and SNCs representing social cohesion were calculated. SETTING:24 communities across four counties in western Kenya. PARTICIPANTS:Participants (n=2890) were ≥35 years old with diabetes (fasting glucose ≥7 mmol/L) or hypertension. PRIMARY AND SECONDARY OUTCOMES:We hypothesised that SNCs would be associated with CVD risk status (QRISK3 score). Secondary outcomes were individual CVD risk factors. RESULTS:Among the 2890 participants, 2020 (70%) were women, and mean (SD) age was 60.7 (12.1) years. Forty-four per cent of participants had elevated QRISK3 score (≥10%). No relationship was observed between QRISK3 level and SNCs. In unadjusted comparisons, participants with any individuals in their trust network were more likely to report a good than a poor diet (41% vs 21%). SNCs for the trust and multiplex networks accounted for a substantial fraction of variation in measures of dietary quality and physical activity (statistically significant via likelihood ratio test, adjusted for false discovery rate). CONCLUSION:SNCs indicative of social cohesion appear to be associated with individual behavioural CVD risk factors, although not with overall CVD risk score. Understanding how SNCs of patients with chronic diseases relate to modifiable CVD risk factors could help inform network-based interventions. TRIAL REGISTRATION NUMBER:ClinicalTrials.gov identifier: NCT02501746; https://clinicaltrials.gov/ct2/show/NCT02501746.
PMCID:8413931
PMID: 34475172
ISSN: 2044-6055
CID: 5011302

In Response: Don't Throw the Sodium Bicarbonate Out with the Correlation [Letter]

Shastry, Siri; Ellis, Judson; Loo, George; Vedanthan, Rajesh; Richardson, Lynne D; Manini, Alex F
PMID: 33886089
ISSN: 1937-6995
CID: 4847322

Sex differences in health status, healthcare utilization, and costs among individuals with elevated blood pressure: the LARK study from Western Kenya

Sikka, Neha; DeLong, Allison; Kamano, Jemima; Kimaiyo, Sylvester; Orango, Vitalis; Andesia, Josephine; Fuster, Valentin; Hogan, Joseph; Vedanthan, Rajesh
BACKGROUND:Elevated blood pressure is the leading risk factor for global mortality. While it is known that there exist differences between men and women with respect to socioeconomic status, self-reported health, and healthcare utilization, there are few published studies from Africa. This study therefore aims to characterize differences in self-reported health status, healthcare utilization, and costs between men and women with elevated blood pressure in Kenya. METHODS:Data from 1447 participants enrolled in the LARK Hypertension study in western Kenya were analyzed. Latent class analysis based on five dependent variables was performed to describe patterns of healthcare utilization and costs in the study population. Regression analysis was then performed to describe the relationship between different demographics and each outcome. RESULTS:Women in our study had higher rates of unemployment (28% vs 12%), were more likely to report lower monthly earnings (72% vs 51%), and had more outpatient visits (39% vs 28%) and pharmacy prescriptions (42% vs 30%). Women were also more likely to report lower quality-of-life and functional health status, including pain, mobility, self-care, and ability to perform usual activities. Three patterns of healthcare utilization were described: (1) individuals with low healthcare utilization, (2) individuals who utilized care and paid high out-of-pocket costs, and (3) individuals who utilized care but had lower out-of-pocket costs. Women and those with health insurance were more likely to be in the high-cost utilizer group. CONCLUSIONS:Men and women with elevated blood pressure in Kenya have different health care utilization behaviors, cost and economic burdens, and self-perceived health status. Awareness of these sex differences can help inform targeted interventions in these populations.
PMID: 34011345
ISSN: 1471-2458
CID: 4877342

Integrated community-based HIV and non-communicable disease care within microfinance groups in Kenya: study protocol for the Harambee cluster randomised trial

Genberg, Becky L; Wachira, Juddy; Steingrimsson, Jon A; Pastakia, Sonak; Tran, Dan N Tina; Said, Jamil AbdulKadir; Braitstein, Paula; Hogan, Joseph W; Vedanthan, Rajesh; Goodrich, Suzanne; Kafu, Catherine; Wilson-Barthes, Marta; Galárraga, Omar
INTRODUCTION/BACKGROUND:In Kenya, distance to health facilities, inefficient vertical care delivery and limited financial means are barriers to retention in HIV care. Furthermore, the increasing burden of non-communicable diseases (NCDs) among people living with HIV complicates chronic disease treatment and strains traditional care delivery models. Potential strategies for improving HIV/NCD treatment outcomes are differentiated care, community-based care and microfinance (MF). METHODS AND ANALYSIS/UNASSIGNED:We will use a cluster randomised trial to evaluate integrated community-based (ICB) care incorporated into MF groups in medium and high HIV prevalence areas in western Kenya. We will conduct baseline assessments with n=900 HIV positive members of 40 existing MF groups. Group clusters will be randomised to receive either (1) ICB or (2) standard of care (SOC). The ICB intervention will include: (1) clinical care visits during MF group meetings inclusive of medical consultations, NCD management, distribution of antiretroviral therapy (ART) and NCD medications, and point-of-care laboratory testing; (2) peer support for ART adherence and (3) facility referrals as needed. MF groups randomised to SOC will receive regularly scheduled care at a health facility. Findings from the two trial arms will be compared with follow-up data from n=300 matched controls. The primary outcome will be VS at 18 months. Secondary outcomes will be retention in care, absolute mean change in systolic blood pressure and absolute mean change in HbA1c level at 18 months. We will use mediation analysis to evaluate mechanisms through which MF and ICB care impact outcomes and analyse incremental cost-effectiveness of the intervention in terms of cost per HIV suppressed person-time, cost per patient retained in care and cost per disability-adjusted life-year saved. ETHICS AND DISSEMINATION/UNASSIGNED:The Moi University Institutional Research and Ethics Committee approved this study (IREC#0003054). We will share data via the Brown University Digital Repository and disseminate findings via publication. TRIAL REGISTRATION NUMBER/BACKGROUND:NCT04417127.
PMID: 34006540
ISSN: 2044-6055
CID: 4877112

Supply-chain strategies for essential medicines in rural western Kenya during COVID-19

Tran, Dan N; Were, Phelix M; Kangogo, Kibet; Amisi, James A; Manji, Imran; Pastakia, Sonak D; Vedanthan, Rajesh
Problem/UNASSIGNED:The coronavirus disease 2019 (COVID-19) pandemic has disrupted health systems worldwide and threatened the supply of essential medicines. Especially affected are vulnerable patients in low- and middle-income countries who can only afford access to public health systems. Approach/UNASSIGNED:Soon after physical distancing and curfew orders began on 15 March 2020 in Kenya, we rapidly implemented three supply-chain strategies to ensure a continuous supply of essential medicines while minimizing patients' COVID-19 exposure risks. We redistributed central stocks of medicines to peripheral health facilities to ensure local availability for several months. We equipped smaller, remote health facilities with medicine tackle boxes. We also made deliveries of medicines to patients with difficulty reaching facilities. Local setting/UNASSIGNED:Τo implement these strategies we leveraged our 30-year partnership with local health authorities in rural western Kenya and the existing revolving fund pharmacy scheme serving 85 peripheral health centres. Relevant changes/UNASSIGNED:In April 2020, stocks of essential chronic and non-chronic disease medicines redistributed to peripheral health facilities increased to 835 140 units, as compared with 316 330 units in April 2019. We provided medicine tackle boxes to an additional 46 health facilities. Our team successfully delivered medications to 264 out of 311 patients (84.9%) with noncommunicable diseases whom we were able to reach. Lessons learnt/UNASSIGNED:Our revolving fund pharmacy model has ensured that patients' access to essential medicines has not been interrupted during the pandemic. Success was built on a community approach to extend pharmaceutical services, adapting our current supply-chain infrastructure and working quickly in partnership with local health authorities.
PMCID:8061666
PMID: 33958827
ISSN: 1564-0604
CID: 4866752

Is spurious penicillin allergy a major public health concern only in high-income countries?

Krishna, Mamidipudi Thirumala; Vedanthan, Pudupakkam K; Vedanthan, Rajesh; El Shabrawy, Reham Mohamed; Madhan, Ramesh; Nguyen, Hoa L; Kudagammana, Thushara; Williams, Iestyn; Karmacharya, Biraj; Hariharan, Seetharaman; Krishnamurthy, Kandamaran; Sumantri, Stevent; Elliott, Rachel; Mahesh, Padukudru Anand; Marriott, John F
PMID: 34016579
ISSN: 2059-7908
CID: 4877612

Group Medical Visit and Microfinance Intervention for Patients With Diabetes or Hypertension in Kenya

Vedanthan, Rajesh; Kamano, Jemima H; Chrysanthopoulou, Stavroula A; Mugo, Richard; Andama, Benjamin; Bloomfield, Gerald S; Chesoli, Cleophas W; DeLong, Allison K; Edelman, David; Finkelstein, Eric A; Horowitz, Carol R; Manyara, Simon; Menya, Diana; Naanyu, Violet; Orango, Vitalis; Pastakia, Sonak D; Valente, Thomas W; Hogan, Joseph W; Fuster, Valentin
BACKGROUND:Incorporating social determinants of health into care delivery for chronic diseases is a priority. OBJECTIVES/OBJECTIVE:The goal of this study was to evaluate the impact of group medical visits and/or microfinance on blood pressure reduction. METHODS:The authors conducted a cluster randomized trial with 4 arms and 24 clusters: 1) usual care (UC); 2) usual care plus microfinance (MF); 3) group medical visits (GMVs); and 4) GMV integrated into MF (GMV-MF). The primary outcome was 1-year change in systolic blood pressure (SBP). Mixed-effects intention-to-treat models were used to evaluate the outcomes. RESULTS:A total of 2,890 individuals (69.9% women) were enrolled (708 UC, 709 MF, 740 GMV, and 733 GMV-MF). Average baseline SBP was 157.5 mm Hg. Mean SBP declined -11.4, -14.8, -14.7, and -16.4 mm Hg in UC, MF, GMV, and GMV-MF, respectively. Adjusted estimates and multiplicity-adjusted 98.3% confidence intervals showed that, relative to UC, SBP reduction was 3.9 mm Hg (-8.5 to 0.7), 3.3 mm Hg (-7.8 to 1.2), and 2.3 mm Hg (-7.0 to 2.4) greater in GMV-MF, GMV, and MF, respectively. GMV and GMV-MF tended to benefit women, and MF and GMV-MF tended to benefit poorer individuals. Active participation in GMV-MF was associated with greater benefit. CONCLUSIONS:A strategy combining GMV and MF for individuals with diabetes or hypertension in Kenya led to clinically meaningful SBP reductions associated with cardiovascular benefit. Although the significance threshold was not met in pairwise comparison hypothesis testing, confidence intervals for GMV-MF were consistent with impacts ranging from substantive benefit to neutral effect relative to UC. Incorporating social determinants of health into care delivery for chronic diseases has potential to improve outcomes. (Bridging Income Generation With Group Integrated Care [BIGPIC]; NCT02501746).
PMID: 33888251
ISSN: 1558-3597
CID: 4847432

The Relationship Between Asthma and Cardiovascular Disease: An Examination of the Framingham Offspring Study

Pollevick, Matias E; Xu, Kevin Y; Mhango, Grace; Federmann, Emily G; Vedanthan, Rajesh; Busse, Paula; Holguin, Fernando; Federman, Alex D; Wisnivesky, Juan P
BACKGROUND:Although asthma has been suggested as a risk factor for cardiovascular disease (CVD), robust longitudinal evidence of this relationship is limited. RESEARCH QUESTION/OBJECTIVE:Using Framingham Offspring Cohort data, we sought to longitudinally examine the association between asthma and lifetime risk of CVD while controlling for cardiovascular risk factors included in the Framingham Risk Score. STUDY DESIGN AND METHODS/METHODS:We analyzed data from a prospective population-based cohort of 3,612 individuals, ages 17 to 77 years, who participated in Framingham Offspring Study examinations from 1979 to 2014. Asthma was defined based on physician diagnosis during study interviews. Incident CVD included myocardial infarction (MI), angina, coronary insufficiency, stroke, transient ischemic attack, or heart failure. Time-dependent Cox regression models were used to evaluate the relationship between asthma and CVD incidence. RESULTS:Overall, 533 (15%) participants had a diagnosis of asthma and 897 (25%) developed CVD during the course of the study. Unadjusted analyses revealed that asthma was associated with increased CVD incidence (hazard ratio [HR]: 1.40; 95% confidence interval [CI]: 1.17-1.68). Cox regression also showed an adjusted association between asthma and CVD incidence (HR: 1.28, 95% CI: 1.07-1.54) after controlling for established cardiovascular risk factors. INTERPRETATION/CONCLUSIONS:Our prospective analysis with >35 years of follow-up shows that asthma is a risk factor for CVD after adjusting for potential confounders. When assessing risk of cardiovascular disease, asthma should be evaluated and managed as a contributing risk factor to morbidity and mortality.
PMID: 33316236
ISSN: 1931-3543
CID: 4717622

Long-term opiate use and risk of cardiovascular mortality: results from the Golestan Cohort Study

Nalini, Mahdi; Shakeri, Ramin; Poustchi, Hossein; Pourshams, Akram; Etemadi, Arash; Islami, Farhad; Khoshnia, Masoud; Gharavi, Abdolsamad; Roshandel, Gholamreza; Khademi, Hooman; Zahedi, Mahdi; Abedi-Ardekani, Behnoush; Vedanthan, Rajesh; Boffetta, Paolo; Dawsey, Sanford M; Pharaoh, Paul D; Sotoudeh, Masoud; Abnet, Christian C; Day, Nicholas E; Brennan, Paul; Kamangar, Farin; Malekzadeh, Reza
AIMS/OBJECTIVE:Tens of millions of people worldwide use opiates but little is known about their potential role in causing cardiovascular diseases. We aimed to study the association of long-term opiate use with cardiovascular mortality and whether this association is independent of the known risk factors. METHODS AND RESULTS/RESULTS:In the population-based Golestan Cohort Study-50 045 Iranian participants, 40-75 years, 58% women-we used Cox regression to estimate hazard ratios and 95% confidence intervals (HRs, 95% CIs) for the association of opiate use (at least once a week for a period of 6 months) with cardiovascular mortality, adjusting for potential confounders-i.e. age, sex, education, wealth, residential place, marital status, ethnicity, and tobacco and alcohol use. To show independent association, the models were further adjusted for hypertension, diabetes, waist and hip circumferences, physical activity, fruit/vegetable intake, aspirin and statin use, and history of cardiovascular diseases and cancers. In total, 8487 participants (72.2% men) were opiate users for a median (IQR) of 10 (4-20) years. During 548 940 person-years-median of 11.3 years, >99% success follow-up-3079 cardiovascular deaths occurred, with substantially higher rates in opiate users than non-users (1005 vs. 478 deaths/100 000 person-years). Opiate use was associated with increased cardiovascular mortality, with adjusted HR (95% CI) of 1.63 (1.49-1.79). Overall 10.9% of cardiovascular deaths were attributable to opiate use. The association was independent of the traditional cardiovascular risk factors. CONCLUSION/CONCLUSIONS:Long-term opiate use was associated with an increased cardiovascular mortality independent of the traditional risk factors. Further research, particularly on mechanisms of action, is recommended.
PMID: 33624066
ISSN: 2047-4881
CID: 4794592

Understanding constraints on integrated care for people with HIV and multimorbid cardiovascular conditions: an application of the Theoretical Domains Framework

Schexnayder, Julie; Longenecker, Chris T; Muiruri, Charles; Bosworth, Hayden B; Gebhardt, Daniel; Gonzales, Sarah E; Hanson, Jan E; Hileman, Corrilynn O; Okeke, Nwora Lance; Sico, Isabelle P; Vedanthan, Rajesh; Webel, Allison R
BACKGROUND:People with HIV (PWH) experience increased cardiovascular disease (CVD) risk. Many PWH in the USA receive their primary medical care from infectious disease specialists in HIV clinics. HIV care teams may not be fully prepared to provide evidence-based CVD care. We sought to describe local context for HIV clinics participating in an NIH-funded implementation trial and to identify facilitators and barriers to integrated CVD preventive care for PWH. METHODS:Data were collected in semi-structured interviews and focus groups with PWH and multidisciplinary healthcare providers at three academic medical centers. We used template analysis to identify barriers and facilitators of CVD preventive care in three HIV specialty clinics using the Theoretical Domains Framework (TDF). RESULTS:Six focus groups were conducted with 37 PWH. Individual interviews were conducted with 34 healthcare providers and 14 PWH. Major themes were captured in seven TDF domains. Within those themes, we identified nine facilitators and 11 barriers to CVD preventive care. Knowledge gaps contributed to inaccurate CVD risk perceptions and ineffective self-management practices in PWH. Exclusive prioritization of HIV over CVD-related conditions was common in PWH and their providers. HIV care providers assumed inconsistent roles in CVD prevention, including for PWH with primary care providers. HIV providers were knowledgeable of HIV-related CVD risks and co-located health resources were consistently available to support PWH with limited resources in health behavior change. However, infrequent medical visits, perceptions of CVD prevention as a primary care service, and multiple co-location of support programs introduced local challenges to engaging in CVD preventive care. CONCLUSIONS:Barriers to screening and treatment of cardiovascular conditions are common in HIV care settings and highlight a need for greater primary care integration. Improving long-term cardiovascular outcomes of PWH will likely require multi-level interventions supporting HIV providers to expand their scope of practice, addressing patient preferences for co-located CVD preventive care, changing clinic cultures that focus only on HIV to the exclusion of non-AIDS multimorbidity, and managing constraints associated with multiple services co-location. TRIAL REGISTRATION/BACKGROUND:ClinicalTrials.gov , NCT03643705.
PMCID:7881687
PMID: 33579396
ISSN: 2662-2211
CID: 4786202