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Jacobson TA, Rahbari KJ, Schwartz WA, Bae Y, Zhang R, Nunes DA, Huang C, Issa RP, Smilowitz K, Yan LD, Hirschhorn LR, Khan SS, Huffman MD, Miller GE, Feinglass JM, McDade TW, Funk WE. Dried Blood Spots to Assess Cardiovascular-Kidney-Metabolic Health. J Am Heart Assoc 2025; 14:e037454. [PMID: 40079345 DOI: 10.1161/jaha.124.037454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/15/2025]
Abstract
Dried blood spot sampling offers a scalable strategy to close diagnostic gaps and improve global surveillance for cardiovascular-kidney-metabolic syndrome. However, assay performance and the extent of validity vary widely between biomarkers used in cardiovascular-kidney-metabolic health assessment under different settings and have not been well described. To fill this gap, we conducted a systematic search of the literature and a narrative synthesis through April 2024 and included reports with laboratory or field validation measuring biomarkers that can be used in cardiovascular-kidney-metabolic health assessment. We categorized assays into categories based on laboratory validation: excellent performance (r>0.95 with gold standard methods and coefficients of variation <5%), very good performance (r>0.90 and coefficients of variation <10%), reasonable performance (r>0.80 and coefficients of variation <15%), and poor performance (r<0.80 or coefficients of variation >15%). The extent of validation was determined by the total number of field validation studies with strong agreement. Hemoglobin A1c has strong laboratory and field validation and should be considered for expansion into clinical testing in low-resource settings. Traditional lipid biomarkers showed poor performance in field validation studies, but apoB (apolipoprotein B), creatinine, cystatin C, and NT-proBNP (N-terminal prohormone of brain natriuretic peptide) showed promising initial laboratory validation results and deserve greater attention in field validation studies. High-sensitivity C-reactive protein has strong laboratory and field validation but has limited clinical utility. Dried blood spot assays have been developed for biomarkers that offer mechanistic insights including inflammatory and vascular injury markers, fatty acids, malondialdehyde, asymmetric dimethylarginine, trimethylamine N-oxide, carnitines, and omics.
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Affiliation(s)
- Tyler A Jacobson
- Department of Preventive Medicine Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Kian J Rahbari
- Department of Medicine Vanderbilt University Medical Center Nashville TN USA
| | - William A Schwartz
- Department of Preventive Medicine Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Yeunook Bae
- Department of Health Sciences Illinois State University Normal IL USA
| | - Runze Zhang
- Department of Preventive Medicine Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Denise A Nunes
- Galter Health Sciences Library Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Cathelin Huang
- Department of Preventive Medicine Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Ramzy P Issa
- Department of Preventive Medicine Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Karen Smilowitz
- Department of Operations Kellogg School of Management, Northwestern University Evanston IL USA
- Department of Industrial Engineering and Management Sciences Northwestern University Evanston IL USA
| | - Lily D Yan
- Division of General Internal Medicine, Department of Medicine Weill Cornell Medicine New York NY USA
- Center for Global Health, Department of Medicine Weill Cornell Medicine New York NY USA
| | - Lisa R Hirschhorn
- Robert J Havey, Institute for Global Health Northwestern University Feinberg School of Medicine Chicago IL USA
- Department of Medical Social Sciences Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Sadiya S Khan
- Department of Preventive Medicine Northwestern University Feinberg School of Medicine Chicago IL USA
- Department of Medicine (Cardiology) Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Mark D Huffman
- Department of Preventive Medicine Northwestern University Feinberg School of Medicine Chicago IL USA
- Global Health Center and Department of Internal Medicine (Cardiology) Washington University in St. Louis St. Louis MO USA
- The George Institute for Global Health University of New South Wales Sydney Australia
| | - Gregory E Miller
- Department of Psychology Weinberg College of Arts and Sciences, Northwestern University Evanston IL USA
- Institute for Policy Research, Northwestern University Evanston IL USA
| | - Joseph M Feinglass
- Division of General Internal Medicine Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Thomas W McDade
- Institute for Policy Research, Northwestern University Evanston IL USA
- Department of Anthropology Northwestern University Evanston IL USA
| | - William E Funk
- Department of Preventive Medicine Northwestern University Feinberg School of Medicine Chicago IL USA
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Kelly NK, Bhushan NL, Gottfredson O’Shea N, Gómez-Olivé FX, Aiello AE, Wagner LD, Mall S, Kahn K, Pettifor AE, Stoner MCD. Trajectories of intimate partner violence and their relationship to stress among young women in South Africa: An HPTN 068 study. Int J Soc Psychiatry 2024; 70:904-914. [PMID: 38563376 PMCID: PMC11323414 DOI: 10.1177/00207640241239535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
BACKGROUND One in four South African women will experience intimate partner violence (IPV) in their lifetime, potentially increasing their biological stress. In South Africa, limited IPV and stress research has utilized multiple timepoints or examined modifying factors. Cash transfers (CTs) are associated with reduced IPV and stress and may be an intervention target. AIMS We used data-driven methods to identify longitudinal IPV trajectory groups among South African adolescent girls and young women (AGYW), estimate each group's association with stress, and assess modification by a CT. METHODS A total of 2,183 South African AGYW ages 13 to 24 years from the HIV Prevention Trials Network 068 study were randomized to a CT or control group. Physical IPV was measured five times (2011-2017), and stress was captured once (2018-2019). Stress measures included the Cohen Stress Scale and stress biomarkers (C-reactive protein (CRP), cytomegalovirus (CMV), herpes simplex virus type-1 (HSV-1)). Group-based trajectory modeling identified IPV trajectories; ordinal logistic regression estimated the association between trajectory group and stress. RESULTS A two-group quadratic trajectory model was identified (higher trajectory group = 26.7% of AGYW; lower trajectory group = 73.3%). In both groups, the probability of IPV increased from ages 13 to 17 years before declining in early adulthood. However, the higher group's probability peaked later and declined gradually. The higher trajectory group was associated with an increased odds of elevated CRP (OR: 1.41, 95% CI [1.11, 1.80]), but not with other stress measures. The CT modified the relationship with CMV: a positive association was observed among the usual care arm (OR: 1.59, 95% CI [1.11, 2.28]) but not the CT arm (OR: 0.85, 95% CI [0.61, 1.19]). CONCLUSIONS Sustained IPV risk during adolescence was associated with elevated CRP in young adulthood. The relationship between IPV and elevated CMV was attenuated among those receiving a CT, suggesting that CTs could possibly reduce biological stress due to IPV.
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Affiliation(s)
- Nicole K Kelly
- Department of Epidemiology, University of North Carolina, Chapel Hill, USA
| | - Nivedita L Bhushan
- Center for Communication and Engagement Research, RTI International, Research Triangle Park, NC, USA
| | - Nisha Gottfredson O’Shea
- Substance Use Prevention, Evaluation, and Research Program, RTI International, Research Triangle Park, NC, USA
| | - F Xavier Gómez-Olivé
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Allison E Aiello
- Department of Epidemiology, Robert N Butler Columbia Aging Center, Mailman School of Public Health, Columbia University, New York, NY, USA
| | | | - Sumaya Mall
- Department of Epidemiology and Biostatistics, University of the Witwatersrand, Johannesburg, South Africa
| | - Kathleen Kahn
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Epidemiology and Global Health Unit, Department of Public Health and Clinical Medicine, Umeå University, Sweden
| | - Audrey E Pettifor
- Department of Epidemiology, University of North Carolina, Chapel Hill, USA
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Marie CD Stoner
- Women’s Global Health Imperative, RTI International, Berkeley, CA, USA
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Simmons SS. Strikes and Gutters: Biomarkers and anthropometric measures for predicting diagnosed diabetes mellitus in adults in low- and middle-income countries. Heliyon 2023; 9:e19494. [PMID: 37810094 PMCID: PMC10558610 DOI: 10.1016/j.heliyon.2023.e19494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 08/22/2023] [Accepted: 08/24/2023] [Indexed: 10/10/2023] Open
Abstract
The management of diabetes necessitates the requirement of reliable health indices, specifically biomarkers and anthropometric measures, to detect the presence or absence of the disease. Nevertheless, limited robust empirical evidence exists regarding the optimal metrics for predicting diabetes in adults, particularly within low- and middle-income countries. This study investigates objective and subjective indices for screening diabetes in these countries. METHODS Data for this study was sourced from surveys conducted among adults (aged 18 years and above) in seventeen (17) countries. Self-reported diabetes status, fifty-four biomarkers, and twenty-six core and twenty-eight estimated anthropometric indices, including weight, waist circumference, body mass index, glycaemic triglycerides, and fasting blood glucose, were utilised to construct lasso regression models. RESULTS The study revealed variances in diabetes prediction outcomes across different countries. Central adiposity measures, fasting plasma glucose and glycaemic triglycerides demonstrated superior predictive capabilities for diabetes when compared to body mass index. Furthermore, fasting plasma or blood glucose, serving as a biomarker, emerged as the most accurate predictor of diabetes. CONCLUSIONS These findings offer critical insights into both general and context-specific tools for diabetes screening. The study proposes that fasting plasma glucose and central adiposity indices should be considered as routine screening tools for diabetes, both in policy interventions and clinical practice. By identifying adults with or at higher risk of developing diabetes and implementing appropriate interventions, these screening tools possess the potential to mitigate diabetes-related complications in low- and middle-income countries.
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Affiliation(s)
- Sally Sonia Simmons
- Department of Social Policy, London School of Economics and Political Science, London, WC2A 2AE, United Kingdom
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Schakelaar MY, Kemperman H, Schoneveld AH, Hoefer IE, Tiel Groenestege WM. Analysis of C-reactive protein from finger stick dried blood spot to predict high risk of cardiovascular disease. Sci Rep 2023; 13:2515. [PMID: 36781868 PMCID: PMC9923659 DOI: 10.1038/s41598-023-27522-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Accepted: 01/03/2023] [Indexed: 02/15/2023] Open
Abstract
C-reactive protein (CRP) is an acute-phase protein involved in inflammation. Furthermore, CRP is an important biomarker used in diagnostics to predict risk of cardiovascular disease (CVD) in addition to monitoring bacterial and viral infections. To measure plasma CRP, venipuncture is still necessitated and has to be performed by trained phlebotomists. As a solution, dried blood spots (DBS) are used for minimally invasive at-home sampling of blood and can be send to diagnostic laboratories by regular mail. In this study, we included 53 patients that presented to the outpatient clinic of the University Medical Center Utrecht. Capillary finger stick was used to spot blood on a filter paper card and allowed to dry. After extraction of DBS, CRP was analyzed on an automated high-throughput chemistry analyzer. Additional validation steps regarding stability, effect of hematocrit, precision, and limits of blank and quantitation were conducted according to corresponding Clinical and Laboratory Standards Institute standards. An excellent regression analysis of R2 (95% confidence interval) = 0.986 (0.982-0.989) was found. This enabled correct classification for high CVD risk of all 25 cases with sensitivity (95% CI) of 1.00 (1.00-1.00) and specificity (95% CI) of 0.96 (0.89-1.03) and correct diagnosis of inflammation of 12/13 cases with sensitivity (95% CI) of 0.92 (0.77-1.07) and specificity (95% CI) of 1.00 (1.00-1.00). Furthermore, CRP was found to be stable for 31 days and observed hematocrit variation amongst patients was clinically acceptable. CRP from DBS can be accurately measured on an automated high-throughput chemistry analyzer and used to diagnose inflammation and classify high CVD risk. This method enables individuals to engage in at-home sampling of blood on DBS for (tele)diagnostics, screening programs, patient follow-up, and medication management.
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Affiliation(s)
- Michael Y Schakelaar
- Central Diagnostic Laboratory, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Hans Kemperman
- Central Diagnostic Laboratory, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Arjan H Schoneveld
- Central Diagnostic Laboratory, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Imo E Hoefer
- Central Diagnostic Laboratory, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Wouter M Tiel Groenestege
- Central Diagnostic Laboratory, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands.
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Kelly NK, Gómez-Olivé FX, Wagner LD, Aiello AE, Kahn K, Pettifor A, Stoner MCD. Intimate partner violence is associated with cytomegalovirus among young women in rural South Africa: An HPTN 068 analysis. Glob Public Health 2023; 18:2258962. [PMID: 37715682 PMCID: PMC10580295 DOI: 10.1080/17441692.2023.2258962] [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] [Received: 05/03/2023] [Accepted: 09/10/2023] [Indexed: 09/18/2023]
Abstract
ABSTRACTStressful life circumstances (e.g. violence and poverty) have been associated with elevated biomarkers, including C-reactive protein (CRP), cytomegalovirus (CMV), and herpes simplex virus type-1 (HSV-1), among older adults in high-income settings. Yet, it remains unknown whether these relationships exist among younger populations in resource-limited settings. We therefore utilised a cohort of 1,279 adolescent girls and young women (AGYW) from the HIV Prevention Trials Network 068 study in rural South Africa to examine the associations between 6 hypothesized stressors (intimate partner violence (IPV), food insecurity, depression, socioeconomic status (SES), HIV, childhood violence) and 3 biomarkers that were measured using dried blood spots (CRP, CMV, and HSV-1). Ordinal logistic regression estimated the lagged and cross-sectional associations between each stressor and each biomarker. IPV was cross-sectionally associated with elevated CMV (OR = 2.45, 95% CI = 1.05,5.72), while low SES was cross-sectionally associated with reduced CMV (OR = 0.73, 95% CI = 0.58,0.93). AGYW with HIV had elevated biomarkers cross-sectionally (CRP: OR = 1.51, 95% CI = 1.08,2.09; CMV: OR = 1.86, 95% CI = 1.31,2.63; HSV-1: OR = 1.68, 95% CI = 1.17,2.41) and in a lagged analysis. The association between violence and CMV could help explain how violence results in stress and subsequently worse health among AGYW; however, additional research is needed to disentangle the longitudinal nature of IPV and stress.
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Affiliation(s)
- Nicole K. Kelly
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - F. Xavier Gómez-Olivé
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, South Africa
| | | | - Allison E. Aiello
- Department of Epidemiology, Robert N Butler Columbia Aging Center, Mailman School of Public Health, Columbia University, New York, USA
| | - Kathleen Kahn
- Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Epidemiology and Global Health, Umeå University, Umeå, Sweden
| | - Audrey Pettifor
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, South Africa
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Biomarkers of Oxidative Stress in Acute and Chronic Diseases. Antioxidants (Basel) 2022; 11:antiox11091766. [PMID: 36139840 PMCID: PMC9495828 DOI: 10.3390/antiox11091766] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 09/05/2022] [Accepted: 09/05/2022] [Indexed: 11/20/2022] Open
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