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1.
JAMA Netw Open ; 7(1): e2351623, 2024 Jan 02.
Article in English | MEDLINE | ID: mdl-38214930

ABSTRACT

Importance: Globally, health care systems face challenges in managing health care costs while maintaining access to hospital care, quality of care, and a good work balance for caregivers. Electronic consultations (e-consultations)-defined as asynchronous, consultative communication between family physicians and hospital specialists-may offer advantages to face these challenges. Objective: To provide a quantitative synthesis of the association of e-consultation with access to hospital care and the avoidance of hospital referrals. Evidence Review: A systematic search through PubMed, MEDLINE, and Embase was conducted. Eligible studies included original research studies published from January 2010 to March 2023 in English, Dutch, or German that reported on outcomes associated with access to hospital care and the avoidance of hospital referrals. Reference lists of included articles were searched for additional studies. Grading of Recommendations, Assessment, Development, and Evaluations (GRADE) scores were assigned to assess quality of evidence. Findings: The search strategy resulted in 583 records, of which 72 studies were eligible for data extraction after applying exclusion criteria. Most studies were observational, focused on multispecialty services, and were performed in either Canada or the US. Outcomes on access to hospital care and the avoidance of referrals indicated that e-consultation was associated with improved access to hospital care and an increase in avoided referrals to the hospital specialist, although outcomes greatly differed across studies. GRADE scores were low or very low across studies. Conclusions and Relevance: In this systematic review of the association of e-consultation with access to hospital care and the avoidance of hospital referrals, results indicated that the use of e-consultation has greatly increased over the years. Although e-consultation was associated with improved access to hospital care and avoidance of hospital referrals, it was hard to draw a conclusion about these outcomes due to heterogeneity and lack of high-quality evidence (eg, from randomized clinical trials). Nevertheless, these results suggest that e-consultation seems to be a promising digital health care implementation, but more rigorous studies are needed; nonrandomized trial designs should be used, and appropriate outcomes should be chosen in future research on this topic.


Subject(s)
Remote Consultation , Humans , Canada , Caregivers , Hospitals , Physicians, Family , Remote Consultation/methods , Digital Health , Health Services Accessibility , Specialization
2.
J Med Internet Res ; 25: e40318, 2023 03 28.
Article in English | MEDLINE | ID: mdl-36976626

ABSTRACT

BACKGROUND: In recent years, tasks have shifted from specialized hospital care to primary care, leading to both advantages and challenges for general practitioners (GPs). A frequently mentioned tool to face these challenges is e-consultation, a form of asynchronous digital interprofessional communication between GPs and hospital specialists. OBJECTIVE: The objective of this study was to gain insight into GPs' and hospital specialists' views and experiences of e-consultation. METHODS: We interviewed 47% (15/32) GPs and 53% (17/32) hospital specialists and performed a thematic analysis. RESULTS: We found that both GPs and hospital specialists experience a positive effect on the quality of care and collaboration between GPs and hospital specialists. Positive effects were reported on the accessibility of care, efficiency of care, and relationship between the GP and the patient. Furthermore, communication between GP and hospital specialist became more efficient, and e-consultation offered educational value for the GP. Certain improvements are needed to further optimize e-consultation, regarding applicability, communication, and training purposes. CONCLUSIONS: In the future, clinicians and policy makers can use the insights gained from this study to further optimize and implement e-consultation in clinical practice.


Subject(s)
General Practitioners , Humans , Communication , Referral and Consultation , Specialization , Qualitative Research , Attitude of Health Personnel
4.
J Back Musculoskelet Rehabil ; 35(6): 1191-1201, 2022.
Article in English | MEDLINE | ID: mdl-35754263

ABSTRACT

BACKGROUND: Because shoulder pain can have an unfavorable prognosis, it is important to have a better understanding of factors that may influence recovery. OBJECTIVE: To determine the association between recovery from shoulder pain and the presence of depression, anxiety, and pain catastrophizing. METHODS: In a prospective cohort study with a six months follow-up, we included patients visiting an orthopaedic department with shoulder pain. Primary outcome was recovery from shoulder pain measured with the Shoulder Pain and Disability Index at three and six months. Information about depression and anxiety (Hospital Anxiety and Depression Scale), pain catastrophizing (Pain Catastrophizing Scale), and demographic and clinical factors were collected at baseline. A linear mixed model was used to estimate the effects of depression, anxiety, pain catastrophizing, and underlying shoulder disorders on recovery. RESULTS: We included 190 patients. There were no statistically significant associations between the presence of depression, anxiety, and pain catastrophizing, and three- and six-month recovery. Also between the underlying shoulder disorders and recovery at three and six months, there were no statistically significant associations. CONCLUSIONS: We could not prove that depression, anxiety, and pain catastrophizing, as well as underlying shoulder disorders, were associated with recovery of shoulder pain at six months.


Subject(s)
Depression , Shoulder Pain , Humans , Shoulder Pain/psychology , Depression/psychology , Prospective Studies , Follow-Up Studies , Catastrophization/psychology , Anxiety/psychology , Prognosis
6.
BMC Fam Pract ; 22(1): 242, 2021 12 03.
Article in English | MEDLINE | ID: mdl-34861828

ABSTRACT

BACKGROUND: Redundant use of diagnostic tests in primary care has shown to be a contributor to rising Dutch healthcare costs. A price display in the test ordering system of the electronic health records (EHRs) could potentially be a low-cost and easy to implement intervention to a decrease in test ordering rate in the primary care setting by creating more cost-awareness among general practitioners (GPs). The aim of this study was to assess the effect of a price display for diagnostic laboratory tests in the EHR on laboratory test ordering behavior of GPs in the Westelijke Mijnstreek region in the Netherlands. METHODS: A pre-post intervention study among 154 GPs working in 57 general practices was conducted from September 2019, until March 2020, in the Netherlands. The intervention consisted of displaying the costs of 22 laboratory tests at the time of ordering. The primary outcome was the mean test ordering rate per 1.000 patients per month, per general practice. RESULTS: Test ordering rates were on average rising prior to the intervention. The total mean monthly test order volume showed a non-statistically significant interruption in this rising trend after the intervention, with the mean monthly test ordering rate levelling out from 322.4 to 322.2 (P = 0.86). A subgroup analysis for solely individually priced tests showed a statistically significant decrease in mean monthly test ordering rate after implementation of the price display for the sum of all tests from 67.2 to 63.3 (P = 0.01), as well as for some of these tests individually (i.e. thrombocytes, ALAT, TSH, folic acid). Leucocytes, ESR, vitamin B12, anti-CCP and NT-proBNP also showed a decrease, albeit not statistically significant (P > 0.05). CONCLUSIONS: Our study suggests that a price display intervention is a simple tool that can alter physicians order behavior and constrain the expanding use of laboratory tests. Future research might consider alternative study designs and a longer follow-up period. Furthermore, in future studies, the combination with a multitude of interventions, like educational programs and feedback strategies, should be studied, while potentially adverse events caused by reduced testing should also be taken into consideration.


Subject(s)
General Practice , General Practitioners , Diagnostic Tests, Routine , Humans , Practice Patterns, Physicians'
7.
Ned Tijdschr Geneeskd ; 1642020 02 10.
Article in Dutch | MEDLINE | ID: mdl-32186815

ABSTRACT

OBJECTIVE: Consultations between general practitioners (GPs) and hospital specialists are traditionally conducted by phone. A conversation by phone where a GP seeks advice regarding a patient, who is unknown to the specialist, can have limitations. An e-consultation service for internal medicine allows GPs to consult an internal medicine specialist for clinical queries. In this study we evaluated GP use of internal medicine e-consultations. DESIGN: Observational study. METHOD: Eligible patients were all those for whom the GP used an internal medicine e-consultation, provided by Zuyderland Medical Centre, location Sittard-Geleen, the Netherlands, in the period 2017-2018. Data on patient demographics, content of the GP clinical query, and any preceding diagnostics were collated. Furthermore, the internal medicine specialist response was categorised, including the presence of any patient referral advice. RESULTS: 136 (88.6%) of all 154 GPs in the region used an e-consultation at least once, and the clinical queries covered all areas of internal medicine. A total of 1047 eligible patients were discussed by GPs in an e-consultation; 19.6% of them attended the internal medicine out-patient clinic within three months of the index episode. The use of e-consultations by GPs led to a 70% reduction in referrals when compared to the situation where e-consultations were not available. CONCLUSION: GPs used internal medicine e-consultations for a wide range of questions covering all areas of internal medicine. In more than 80% of cases, the GP continued to manage the patient, resulting in a reduction of the actual number of patient referrals to the internal medicine out-patient clinic.


Subject(s)
General Practitioners/statistics & numerical data , Interdisciplinary Communication , Internal Medicine/statistics & numerical data , Practice Patterns, Physicians'/statistics & numerical data , Referral and Consultation/statistics & numerical data , Adult , Female , Hospitals , Humans , Internal Medicine/methods , Male , Middle Aged , Netherlands
8.
J Clin Endocrinol Metab ; 101(9): 3324-32, 2016 09.
Article in English | MEDLINE | ID: mdl-27336359

ABSTRACT

CONTEXT AND OBJECTIVE: Moderate-to-vigorous physical activity (MVPA) and physical fitness (PF) are positively associated with glucose tolerance. Such associations may be partly conditioned by microvascular function, which is a common correlate to MVPA, PF, and glucose tolerance. To test this hypothesis, the present study sought to investigate independent associations of MVPA and PF with glucose tolerance and to what extent these associations are mediated by microvascular function. Design, Setting, Participants, and Outcome Measures: Data from The Maastricht Study were used (n = 512 for MVPA and n = 488 for PF analyses; mean age, 59 [SD = 9] y, 52 % men). Glucose tolerance was assessed by 2-hour postload plasma glucose levels (2hPG). The total number of weekly hours of MVPA was estimated with the Community Healthy Activities Model Program for Seniors questionnaire. Walking speed during the 6-minute walk test was used to evaluate PF. Microvascular function was determined by postocclusive capillary recruitment and flowmotion with capillaroscopy and laser Doppler flowmetry in skin microcirculation. RESULTS: In univariate analyses, MVPA, PF, and microvascular function variables were associated with 2hPG. MVPA (n = 512, ß = -0.056, P = .019) and PF (n = 488, ß = -0.368, P = .006) remained associated with 2hPG after adjustment for established cardio-metabolic risk factors and history of cardiovascular disease; addition of microvascular function variables as potential mediators did not materially change the associations of MVPA (ß = -0.054, P = .024) and PF (ß = -0.364, P = .006) with 2hPG. No mediation effects of microvascular function variables were detected. CONCLUSIONS: MVPA and PF were independently associated with 2hPG, irrespective of established risk factors and generalized microvascular function. The possibility that specific microvascular functions, eg, insulin-mediated vasodilation, influence the association of MVPA and PF with 2hPG needs further investigation.


Subject(s)
Biomarkers/metabolism , Blood Glucose/metabolism , Cardiovascular Diseases/prevention & control , Exercise/physiology , Skin/blood supply , Capillaries/physiology , Cardiovascular Diseases/metabolism , Female , Follow-Up Studies , Glucose Tolerance Test , Humans , Laser-Doppler Flowmetry , Male , Microcirculation , Middle Aged , Prognosis , Prospective Studies
9.
J Am Soc Nephrol ; 27(12): 3748-3757, 2016 Dec.
Article in English | MEDLINE | ID: mdl-27160406

ABSTRACT

Albuminuria may be a biomarker of generalized (i.e., microvascular and macrovascular) endothelial dysfunction. According to this concept, endothelial dysfunction of the renal microcirculation causes albuminuria by increasing glomerular capillary wall permeability and intraglomerular pressure, the latter eventually leading to glomerular capillary dropout (rarefaction) and further increases in intraglomerular pressure. However, direct evidence for an association between capillary rarefaction and albuminuria is lacking. Therefore, we examined the cross-sectional association between the recruitment of capillaries after arterial occlusion (capillary density during postocclusive peak reactive hyperemia) and during venous occlusion (venous congestion), as assessed with skin capillaroscopy, and albuminuria in 741 participants of the Maastricht Study, including 211 participants with type 2 diabetes. Overall, 57 participants had albuminuria, which was defined as a urinary albumin excretion ≥30 mg/24 h. After adjustment for potential confounders, participants in the lowest tertile of skin capillary recruitment during postocclusive peak reactive hyperemia had an odds ratio for albuminuria of 2.27 (95% confidence interval, 1.07 to 4.80) compared with those in the highest tertile. Similarly, a comparison between the lowest and the highest tertiles of capillary recruitment during venous congestion yielded an odds ratio of 2.89 (95% confidence interval, 1.27 to 6.61) for participants in the lowest tertile. In conclusion, lower capillary density of the skin microcirculation independently associated with albuminuria, providing direct support for a role of capillary rarefaction in the pathogenesis of albuminuria.


Subject(s)
Albuminuria/etiology , Capillaries/pathology , Hyperemia/complications , Skin/blood supply , Cohort Studies , Cross-Sectional Studies , Female , Humans , Male , Microcirculation , Middle Aged , Prospective Studies
10.
J Hypertens ; 33(8): 1651-7, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26114923

ABSTRACT

OBJECTIVE: Microvascular dysfunction has been suggested as a possible underlying mechanism for the association between uric acid and various diseases, such as hypertension, renal disease and cardiomyopathies. We therefore analysed the association between serum uric acid and skin microvascular function, a model of generalized microvascular function. METHODS: A cross-sectional study was performed in 610 individuals [51.8% men; mean age 58.7 ±â€Š8.6 years; 23.6% with type 2 diabetes (by design)] from The Maastricht Study. We assessed skin capillary density (capillaries/mm) by capillaroscopy at baseline, after 4 min of arterial occlusion, and after 2 min of venous congestion. Capillary recruitment after arterial occlusion and during venous congestion was expressed as the absolute change in capillary density after recruitment and as the percentage change in capillary density from baseline. RESULTS: Crude linear regression analyses showed that serum uric acid [per +1 standard deviation (SD) of 74 µmol/l] was not associated with baseline capillary density [ß = -0.21 (95% confidence interval, 95% CI -1.61 to 1.19) P = 0.765], while an inverse association was found between uric acid and absolute change in capillary density after arterial occlusion [ß = -1.15 (95% CI -2.36 to 0.06) P = 0.062] and during venous congestion [ß = -1.41 (95% CI -2.68 to -0.14) P = 0.029]. However, after adjustment for sex, age and glucose metabolism status, these associations were no longer statistically significant. In addition, we found no association between uric acid and percentage capillary recruitment after arterial occlusion [ß = -1.66 (95% CI -3.97 to 0.65) P = 0.159] or during venous congestion [ß = -2.02 (95% CI -4.46 to 0.42) P = 0.104] in unadjusted analyses; multivariable analyses gave similar results. CONCLUSION: These results do not support the hypothesis that generalized microvascular dysfunction (as estimated in skin microcirculation) is the underlying mechanism for the association between uric acid and cardiovascular and renal diseases. The possibility that uric acid is associated with microvascular dysfunction in specific end-organs, for example heart or kidney, needs further investigation.


Subject(s)
Capillaries/physiopathology , Diabetes Mellitus, Type 2/blood , Microcirculation , Skin/blood supply , Uric Acid/blood , Adult , Aged , Cross-Sectional Studies , Female , Humans , Hyperemia/physiopathology , Male , Microscopic Angioscopy , Middle Aged
11.
Am J Hypertens ; 28(7): 868-76, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25523296

ABSTRACT

BACKGROUND: It has been hypothesized that arterial stiffness leads to generalized microvascular dysfunction and that individuals with type 2 diabetes mellitus (T2DM) are particularly prone to the detrimental effects of arterial stiffness. However, evidence for an association between stiffness and markers of generalized microvascular dysfunction is lacking. We therefore investigated the association between arterial stiffness and skin microvascular function in individuals without and with T2DM. METHODS: Cross-sectional data were used of The Supplementation en Vitamines et Mineraux Antioxydants 2 (SUVIMAX2) Study (n = 284/62.2 years/48.6% women/0% T2DM (by design)) and The Maastricht Study (n = 737/59.7 years/45.2% women/28.8% T2DM (by design)). Arterial stiffness was determined by carotid-femoral pulse wave velocity (cfPWV). Skin capillaroscopy was used to determine capillary density at baseline, and during reactive hyperemia and venous congestion. Laser Doppler flowmetry was used to assess acetylcholine- and local heating-induced vasoreactivity, and skin flowmotion. RESULTS: In The SUVIMAX2 Study, cfPWV (per +1 SD) was not associated with baseline capillary density (regression coefficient: -0.48 (95% confidence interval: 2.37; 1.41)) or capillary recruitment during venous congestion (0.54% (-0.74; 1.81%)). In addition, cfPWV was not associated with acetylcholine (-0.02% (-0.14; 0.10%)) or local heating-induced vasoreactivity (0.03% (-0.07; 0.12%)). In The Maastricht Study, in individuals without T2DM, cfPWV was not associated with baseline capillary density (-1.20 (-3.17; 0.77)), and capillary recruitment during reactive hyperemia (1.22% (-0.41; 2.84%)) or venous congestion (1.50% (-0.25; 3.25%)). In addition, cfPWV was not associated with flowmotion (-0.01 (-0.07; 0.06)). Results were adjusted for age and sex. Additional adjustments for confounders did not materially change these results. Results were qualitatively similar in individuals with T2DM. CONCLUSIONS: Arterial stiffness is not associated with skin microvascular function, irrespective of the presence of T2DM.


Subject(s)
Diabetes Mellitus, Type 2/complications , Diabetic Angiopathies/etiology , Microcirculation , Microvessels/physiopathology , Skin/blood supply , Vascular Stiffness , Acetylcholine/pharmacology , Adult , Aged , Blood Flow Velocity , Cross-Sectional Studies , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/physiopathology , Diabetic Angiopathies/diagnosis , Diabetic Angiopathies/physiopathology , Female , France , Humans , Laser-Doppler Flowmetry , Male , Microcirculation/drug effects , Microscopic Angioscopy , Microvessels/drug effects , Middle Aged , Netherlands , Prospective Studies , Pulse Wave Analysis , Regional Blood Flow , Skin Temperature , Vasodilation , Vasodilator Agents/pharmacology
12.
J Hypertens ; 32(12): 2439-49; discussion 2449, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25222377

ABSTRACT

OBJECTIVE: Skin microvascular flow motion (SMF)--blood flow fluctuation attributed to the rhythmic contraction and dilation of arterioles--is thought to be an important component of the microcirculation, by ensuring optimal delivery of nutrients and oxygen to tissue and regulating local hydraulic resistance. There is some evidence that SMF is altered in obesity, type 2 diabetes mellitus, and hypertension. Nevertheless, most studies of SMF have been conducted in highly selected patient groups, and evidence how SMF relates to other cardiovascular risk factors is scarce. Therefore, the aim of the present study was to examine in a population-based setting which cardiovascular risk factors are associated with SMF. METHODS: We measured SMF in 506 participants of the Maastricht Study without prior cardiovascular event. SMF was investigated using Fourier transform analysis of skin laser Doppler flowmetry at rest within five frequency intervals in the 0.01-1.6-Hz spectral range. The associations with SMF of the cardiovascular risk factors age, sex, waist circumference, total-to-high-density lipoprotein cholesterol, fasting plasma glucose, 24-h SBP, and cigarette smoking were analysed by use of multiple linear regression analysis. RESULTS: Per 1 SD higher age, waist circumference and 24-h SBP, SMF was 0.16 SD higher [95% confidence interval (CI) 0.07, 0.25; P < 0.001), -0.14 SD lower (95% CI -0.25, -0.04; P = 0.01), and 0.16 SD higher (95% CI 0.07, 0.26; P < 0.001), respectively, in fully adjusted analyses. We found no significant associations of sex, fasting plasma glucose levels, total-to-high-density lipoprotein cholesterol ratio, or pack years of smoking with SMF. CONCLUSION: Age and 24-h SBP are directly, and waist circumference is inversely associated with SMF in the general population. The exact mechanisms underlying these findings remain elusive. We hypothesize that flow motion may be an important component of the microcirculation by ensuring optimal delivery of nutrients and oxygen to tissue and regulating local hydraulic resistance not only under physiological conditions but also under pathophysiological conditions when microcirculatory perfusion is reduced, such as occurs with ageing and higher blood pressure. In addition, obesity may result in an impaired flow motion with negative effects on the delivery of nutrients and oxygen to tissue and local hydraulic resistance.


Subject(s)
Cardiovascular Diseases/physiopathology , Hypertension/physiopathology , Skin/blood supply , Blood Pressure , Cohort Studies , Diabetes Mellitus, Type 2/physiopathology , Female , Humans , Laser-Doppler Flowmetry , Male , Microcirculation , Middle Aged , Prospective Studies , Regional Blood Flow , Risk Factors , Waist Circumference
13.
Med Sci Sports Exerc ; 46(11): 2148-58, 2014 Nov.
Article in English | MEDLINE | ID: mdl-24963792

ABSTRACT

PURPOSE: Controversy exists on whether endothelial function is enhanced in athletes. We sought to systematically review the literature and determine whether endothelial function, as assessed by flow-mediated dilation (FMD), is greater in athletes across all ages relative to that in their age-matched counterparts. METHODS: We conducted a systematic search on MEDLINE, Cochrane, Scopus, and Web of Science since their inceptions until July 2013 for articles evaluating FMD in athletes. A meta-analysis was performed to compare the standardized mean difference (SMD) in FMD of the brachial artery between athletes and age-matched control subjects. Subgroup analyses and meta-regression were used to identify sources of heterogeneity. RESULTS: Twenty-one articles were included in this analysis, comprising 530 athletes (452 endurance trained, 49 strength trained, and 29 endurance and strength trained) and 376 control subjects. After data pooling, FMD was higher in athletes than that in control groups (SMD, 0.48; P = 0.008). In subgroup analyses, young athletes (<40 yr) presented increased baseline brachial artery diameter (mean difference, 0.40 mm; P < 0.00001) and similar FMD (SMD, 0.27; P = 0.22) compared with those in controls. In contrast, master athletes (>;50 yr) showed similar baseline brachial artery diameter (mean difference, 0.04 mm; P = 0.69) and increased FMD (SMD, 0.99; P = 0.0005) compared with those in controls. CONCLUSIONS: The current meta-analysis provides evidence that master athletes but not young athletes exhibit greater FMD compared with that in age-matched healthy controls, thus suggesting that the association between high levels of exercise training and increased FMD is age dependent.


Subject(s)
Aging/physiology , Exercise/physiology , Sports/physiology , Vasodilation , Adult , Aged , Brachial Artery/anatomy & histology , Brachial Artery/physiology , Endothelium, Vascular/physiology , Female , Humans , Male , Middle Aged , Physical Education and Training , Regional Blood Flow , Young Adult
14.
Rev Endocr Metab Disord ; 14(1): 29-38, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23299657

ABSTRACT

The prevalence of type 2 diabetes mellitus (T2DM) and its major risk factor, obesity, has reached epidemic proportions in Western society. How obesity leads to insulin resistance and subsequent T2DM is incompletely understood. It has been established that insulin can redirect blood flow in skeletal muscle from non-nutritive to nutritive capillary networks, without increasing total blood flow. This results in a net increase of the overall number of perfused nutritive capillary networks and thereby increases insulin-mediated glucose uptake by skeletal muscle. This process, referred to as functional (nutritive) capillary recruitment, has been shown to be endothelium-dependent and to require activation of the phosphatidylinositol-kinase (PI3K) pathway in the endothelial cell. Several studies have demonstrated that these processes are impaired in states of microvascular dysfunction. In obesity, changes in several adipokines are likely candidates to influence insulin signaling pathways in endothelial cells, thereby causing microvascular dysfunction. Microvascular dysfunction, in turn, impairs the timely access of glucose and insulin to their target tissues, and may therefore be an additional cause of insulin resistance. Thus, microvascular dysfunction may be a key feature in the development of obesity-related insulin resistance. In the present review, we will discuss the evidence for this emerging role for the microcirculation as a possible link between obesity and insulin resistance.


Subject(s)
Endothelium, Vascular/metabolism , Endothelium, Vascular/pathology , Insulin Resistance/physiology , Obesity/metabolism , Obesity/pathology , Animals , Humans , Signal Transduction/physiology
15.
Arterioscler Thromb Vasc Biol ; 32(12): 3082-94, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23042819

ABSTRACT

OBJECTIVE: Recent data support the hypothesis that microvascular dysfunction may be a potential mechanism in the development of insulin resistance. We examined the association of microvascular dysfunction with incident type 2 diabetes mellitus (T2DM) and impaired glucose metabolism by reviewing the literature and conducting a meta-analysis of longitudinal studies on this topic. METHODS AND RESULTS: We searched Medline and Embase for articles published up to October 2011. Prospective cohort studies that focused on microvascular measurements in participants free of T2DM at baseline were included. Pooled relative risks were calculated using random effects models. Thirteen studies met the inclusion criteria for this meta-analysis. These studies focused on T2DM or impaired fasting glucose, not on impaired glucose tolerance. The pooled relative risks for incident T2DM (3846 cases) was 1.25 (95% confidence interval, 1.15; 1.36) per 1 SD greater microvascular dysfunction when all estimates of microvascular dysfunction were combined. In analyses of single estimates of microvascular dysfunction, the pooled relative risks for incident T2DM was 1.49 (1.36; 1.64) per 1 SD higher plasma soluble E-selectin levels; 1.21(1.11; 1.31) per 1 SD higher plasma soluble intercellular adhesion molecule-1 levels; 1.48 (1.03; 2.12) per 1 SD lower response to acetylcholine-mediated peripheral vascular reactivity; 1.18 (1.08; 1.29) per 1 SD lower retinal arteriole-to-venule ratio; and 1.43 (1.33; 1.54) per 1 logarithmically transformed unit higher albumin-to-creatinine ratio. In addition, the pooled relative risks for incident impaired fasting glucose (409 cases) was 1.15 (1.01-1.31) per 1 SD greater retinal venular diameters. CONCLUSIONS: These data indicate that various estimates of microvascular dysfunction were associated with incident T2DM and, possibly, impaired fasting glucose, suggesting a role for the microcirculation in the pathogenesis of T2DM.


Subject(s)
Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/physiopathology , Microvessels/physiopathology , Diabetes Mellitus, Type 2/metabolism , Glucose/metabolism , Humans , Incidence , Insulin Resistance/physiology , Risk Factors
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