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Frontiers in Cardiovascular Medicine 2022Rosiglitazone (Avandia) and pioglitazone (Actos) belong to the class of thiazolidinediones (TZDs) drugs that act by increasing insulin sensitivity and are widely used...
Thiazolidinediones play a positive role in the vascular endothelium and inhibit plaque progression in diabetic patients with coronary atherosclerosis: A systematic review and meta-analysis.
UNLABELLED
Rosiglitazone (Avandia) and pioglitazone (Actos) belong to the class of thiazolidinediones (TZDs) drugs that act by increasing insulin sensitivity and are widely used for treating diabetic patients with insulin resistance. TZDs exhibit anti-inflammatory and antioxidant properties, then may play an active role in inhibiting plaque formation and coronary atherosclerosis. But the results of evidence-based medicine suggest that TZDs may increase the risk of cardiovascular adverse events. To explore the dispute in depth, our meta-analysis aimed to evaluate the changes in vascular endothelial and plaque-related indicators following treatment with TZDs in diabetic patients with coronary atherosclerosis. According to our meta-analysis, TZDs showed an inhibiting effect on plaque progression and a protective effect on the vascular endothelium in patients with diabetes and coronary atherosclerosis. Interestingly, these effects may not depend on the regulation of inflammation and lipid metabolism. By this token, TZDs may develop a potential protective effect on myocardial infarction.
SYSTEMATIC REVIEW REGISTRATION
[https://www.crd.york.ac.uk/prospero/], identifier [CRD42021231663].
PubMed: 36523368
DOI: 10.3389/fcvm.2022.1043406 -
The Cochrane Database of Systematic... Jun 2024Metformin has been used in the management of diabetes for decades. It is an effective, low-cost intervention with a well-established safety profile. Emerging evidence... (Meta-Analysis)
Meta-Analysis Review
BACKGROUND
Metformin has been used in the management of diabetes for decades. It is an effective, low-cost intervention with a well-established safety profile. Emerging evidence suggests that metformin targets a number of pathways that lead to chronic kidney damage, and long-term use may, therefore, slow the rate of kidney function decline and chronic kidney disease (CKD) progression.
OBJECTIVES
To evaluate the effect of metformin therapy on kidney function decline in patients with CKD with or without diabetes mellitus and assess the safety and dose tolerability in this population.
SEARCH METHODS
We searched the Cochrane Kidney and Transplant Register of Studies up to 19 July 2023 with assistance from an Information Specialist using search terms relevant to this review. Studies in the Register are identified through searches of CENTRAL, MEDLINE, and EMBASE, conference proceedings, the International Clinical Trials Registry Platform (ICTRP) Search Portal and ClinicalTrials.gov.
SELECTION CRITERIA
We included randomised controlled trials (RCTs) that reported kidney-related outcomes with a minimum duration of 12 months delivery of the metformin intervention and whose eligibility criteria included adult participants with either i) a diagnosis of CKD of any aetiology and/or ii) those with a diagnosis of diabetes mellitus. Comparisons included placebo, no intervention, non-pharmacological interventions, other antidiabetic medications or any other active control. Studies that included patients on any modality of kidney replacement therapy were excluded.
DATA COLLECTION AND ANALYSIS
Two authors independently carried out data extraction using a standard data extraction form. The methodological quality of the included studies was assessed using the Cochrane risk of bias tool. Summary estimates of effect were obtained using a random-effects model, and results were expressed as risk ratios (RR) and their 95% confidence intervals (CI) for dichotomous outcomes and mean difference (MD) and 95% CI for continuous outcomes. Confidence in the evidence was assessed using the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach.
MAIN RESULTS
This review included 11 studies reporting on 8449 randomised participants. Studies were conducted in patient populations with Autosomal Dominant Polycystic Kidney Disease (ADPKD) (four studies) or diabetes mellitus (seven studies). Six studies compared metformin with no active control, four studies compared metformin with active controls (rosiglitazone, glyburide, pioglitazone, or glipizide), and one study included treatment arms that randomised to either metformin, diet and lifestyle modifications, or other antidiabetic therapies. The risk of bias in included studies varied; two studies were abstract-only publications and were judged to have a high risk of bias in most domains. Other included publications were judged to have a low risk of bias in most domains. Across comparisons, GRADE evaluations for most outcomes were judged as low or very low certainty, except for those relating to side effects, tolerance, and withdrawals, which were judged as moderate certainty. The evidence suggests that compared to placebo, metformin may result in i) a slightly smaller decline in kidney function (3 studies, 505 participants: MD 1.92 mL/min, 95% CI 0.33 to 3.51; I = 0%; low certainty), ii) very uncertain effects on the incidence of kidney failure (1 study, 753 participants: RR 1.20, 95% CI 0.17 to 8.49), iii) little or no effect on death (3 studies, 865 participants: RR 1.00, 95% CI 0.76 to 1.32; I = 0%; moderate certainty), iv) little or no effect on the incidence of serious adverse events (3 studies, 576 participants: RR 1.15, 95% CI 0.76 to 1.72; I = 0%; moderate certainty), and v) likely higher incidence of intolerance leading to study withdrawal than placebo (4 studies, 646 participants: RR 2.19, 95% CI 1.46 to 3.27; I = 0%; moderate certainty). The certainty of the evidence for proteinuria was very uncertain. Compared to other active controls (rosiglitazone, glyburide, pioglitazone, or glipizide), metformin i) demonstrated very uncertain effects on kidney function decline, ii) may result in little or no difference in death (3 studies, 5608 participants: RR 0.95 95% CI 0.63 to 1.43; I = 0%; low certainty), iii) probably results in little or no difference in intolerance leading to study withdrawal (3 studies, 5593 participants: RR 0.92, 95% CI, 0.79 to 1.08; I = 0%; moderate certainty), iv) probably results in little or no difference in the incidence of serious adverse events (2 studies, 5545 participants: RR 1.16, 95% CI 0.79 to 1.71; I = 0%; moderate certainty), and v) may increase the urinary albumin-creatinine ratio (2 studies, 3836 participants: MD 14.61, 95% CI 8.17 to 21.05; I = 0%; low certainty). No studies reported the incidence of kidney failure.
AUTHORS' CONCLUSIONS
This review highlights the lack of RCTs reporting on the effects of metformin on kidney function, particularly in patients with CKD. Future research in this field requires adequately powered RCTs comparing metformin to placebo or standard care in those with CKD. Seven ongoing studies were identified in this review, and future updates, including their findings, may further inform the results of this review.
Topics: Metformin; Humans; Randomized Controlled Trials as Topic; Renal Insufficiency, Chronic; Disease Progression; Hypoglycemic Agents; Glomerular Filtration Rate; Diabetes Mellitus, Type 2; Adult; Bias
PubMed: 38837240
DOI: 10.1002/14651858.CD013414.pub2 -
Diabetes & Metabolic Syndrome 2021No meta-analysis has analysed efficacy and safety of remogliflozin. We undertook this meta-analysis to address this gap in knowledge METHODS: Electronic databases were... (Meta-Analysis)
Meta-Analysis
BACKGROUND AND AIMS
No meta-analysis has analysed efficacy and safety of remogliflozin. We undertook this meta-analysis to address this gap in knowledge METHODS: Electronic databases were searched for RCTs involving diabetes patients receiving remogliflozin as compared to controls. Primary outcome was to evaluate changes in HbA1c. Secondary outcomes were to evaluate alterations in glycaemia, lipids and adverse events.
RESULTS
Data from 3 RCTs involving 535 patients was analysed [2 having pioglitazone and 1 having dapagliflozin as active comparator]. Over 12-24 weeks use, Hba1c [mean difference (MD) -0.13% (95% CI: 0.35 - 0.09%); P = 0.24; I = 99%] and fasting glucose [MD 3.67 mg/dl (95% CI: 0.53 - 7.88 mg/dl); P = 0.09; I = 52%]. reduction with remogliflozin was not significantly different from controls. Remogliflozin was inferior to dapagliflozin with regards to reduction in post-prandial glucose [MD+12.17 mg/dl (95%CI:10.79-13.55 mg/dl); P < 0.001].Remogliflozin use was associated with a significantly greater decline in body weight [MD -2.79 kg (95% CI: 3.07 to -2.51 kg); P < 0.001; I = 30%]. Total adverse events [Risk ratio (RR) 1.21 (95% CI: 0.62-2.64); P = 0.58; I = 59%] were comparable among groups.
CONCLUSION
Remogliflozin had HbA1c and fasting glucose reduction comparable to pioglitazone and dapagliflozin. The paradox with regard to post-prandial glucose reduction needs further evaluation. The current analysis is limited by considerable data heterogeneity and low certainty of evidence for most primary and secondary outcomes. There remains urgent need for high quality RCTs evaluating long-term outcomes with remogliflozin.
Topics: Blood Glucose; Diabetes Mellitus, Type 2; Disease Management; Glucosides; Glycated Hemoglobin; Humans; Hypoglycemic Agents; Pyrazoles; Randomized Controlled Trials as Topic; Sodium-Glucose Transporter 2 Inhibitors; Treatment Outcome
PubMed: 34700292
DOI: 10.1016/j.dsx.2021.102315 -
Drugs Apr 2024Nonalcoholic fatty liver disease (NAFLD), currently referred to as metabolic dysfunction-associated steatotic liver disease (MASLD), affects approximately 38% of the... (Meta-Analysis)
Meta-Analysis
BACKGROUND AND AIMS
Nonalcoholic fatty liver disease (NAFLD), currently referred to as metabolic dysfunction-associated steatotic liver disease (MASLD), affects approximately 38% of the world's population, yet no pharmacological therapies have been approved for treatment. We conducted a traditional and network meta-analysis to comprehensively assess the effectiveness of drug regimens on NAFLD, and continued to use the old terminology for consistency.
METHODS
Randomized, placebo-controlled trials (RCTs) investigating drug therapy in an adult population diagnosed with NAFLD with or without diabetes mellitus were included. We assessed the quality of RCTs via the Risk of Bias 2 (ROB 2) tool. When I < 50%, we chose a random-effects model, otherwise a fixed-effects model was selected. A random effects model was applied in the network meta-analysis. The odds ratio (OR), weighted mean difference (WMD) or standard mean difference (SMD) with 95% confidence interval (CI) were used for outcome evaluation. The primary endpoint was the resolution of nonalcoholic steatohepatitis (NASH) without the worsening of liver fibrosis. Other endpoints included histological findings and metabolic changes. The PROSPERO Registration ID was CRD42023404309.
RESULTS
Thiazolidinediones (TZDs), vitamin E plus pioglitazone, glucagon-like peptide-1 (GLP-1) receptor agonists and fibroblast growth factor-21 (FGF-21) analogue had a higher surface under the cumulative ranking curve (SUCRA = 76.6, 73.0, 72.0 and 71.6) regarding NASH resolution. Improvement of liver fibrosis stage (≥ 1) was observed with obeticholic acid 25 mg/day (OR 2.01, 95% CI 1.35-2.98), lanifibranor 1200 mg/day (OR 2.39, 95% CI 1.19-4.82) and silymarin (OR 4.54, 95% CI 1.18-17.43) in traditional meta-analysis.
CONCLUSIONS
The results of the comprehensive analysis suggested hypoglycemic drug therapy as an effective intervention for NAFLD, with or without diabetes mellitus. A prioritized selection of TZDs, vitamin E plus pioglitazone, GLP-1 receptor agonists and FGF-21 analogue may be considered for NASH resolution. Obeticholic acid, lanifibranor and silymarin could be considered for the improvement of liver fibrosis. Each medication was relatively safe compared with placebo.
Topics: Non-alcoholic Fatty Liver Disease; Humans; Randomized Controlled Trials as Topic; Network Meta-Analysis; Treatment Outcome; Fibroblast Growth Factors; Chenodeoxycholic Acid
PubMed: 38478331
DOI: 10.1007/s40265-024-02015-6 -
Frontiers in Endocrinology 2021To comprehensively evaluate and compare the therapeutic effects of various hypoglycemic agents in NAFLD patients with or without diabetes. (Meta-Analysis)
Meta-Analysis
OBJECTIVE
To comprehensively evaluate and compare the therapeutic effects of various hypoglycemic agents in NAFLD patients with or without diabetes.
METHODS
All literature from the Cochrane Central Register of Controlled Trials (CENTRAL), PubMed, and Clinical Trials was searched, and the language was limited to English. Two reviewers independently assessed study eligibility, continuous data extraction, and independent assessment of bias risk. Our primary outcomes were alanine aminotransferase (ALT), aspartate aminotransferase (AST) and triglyceride levels, while our secondary outcomes were high-density lipoprotein (HDL) and low-density lipoprotein (LDL) levels, body weight, BMI, and fasting glucose and glycosylated hemoglobin (HbA1c) levels.
RESULTS
The review identified 20 eligible trials that met the inclusion criteria. We found that, compared to other drugs, thiazolidinediones, especially pioglitazone, had a greater effect on the levels of ALT (-8.01 (95% CI -14.3 to 2.02)) and AST (-5.0 (95% CI -9.21 to -1,22)) and other biological indicators, but they were also associated with an increased risk of weight gain (3.62 (95% CI 2.25 to 4.99) and increased BMI (0.59 (95% Cl -0.13 to 1.29). GLP1 RAs and metformin also had better therapeutic effects than other drugs as measured by the levels of ALT (liraglutide: -9.36 (95% Cl -18 to -0.34), metformin: -2.84 (95% CI -11.09 to 5.28)) and AST (liraglutide: -5.14 (95% CI -10.69 to 0.37), metformin: -2.39 (95% CI -7.55, 2.49)) and other biological indicators.
CONCLUSION
Despite the significant risk of weight gain, thiazolidinediones, especially pioglitazone, are beneficial in normalizing liver and glucose metabolism in NAFLD patients. In clinical practice, we believe that GLP1 RAs such as liraglutide and exenatide or metformin can be used in combination to offset the risk of weight gain associated with thiazolidinediones. However, long-term studies are still needed to verify the efficacy and safety of individual hypoglycemic agents.
SYSTEMATIC REVIEW REGISTRATION
[PROSPERO], identifier [CRD42020212025].
Topics: Alanine Transaminase; Aspartate Aminotransferases; Bayes Theorem; Blood Glucose; Body Mass Index; Body Weight; Clinical Trials as Topic; Diabetes Complications; Diabetes Mellitus; Glycated Hemoglobin; Glycosylation; Humans; Hypoglycemic Agents; Lipoproteins, HDL; Lipoproteins, LDL; Metformin; Network Meta-Analysis; Non-alcoholic Fatty Liver Disease; Pioglitazone; Reproducibility of Results; Risk; Treatment Outcome
PubMed: 33841337
DOI: 10.3389/fendo.2021.649018 -
Experimental and Clinical Endocrinology... Jan 2021Ipragliflozin is a new antidiabetic agent that works through enhancing renal glucose excretion. We aim to synthesize evidence from published randomized controlled trials... (Meta-Analysis)
Meta-Analysis
AIM
Ipragliflozin is a new antidiabetic agent that works through enhancing renal glucose excretion. We aim to synthesize evidence from published randomized controlled trials (RCTs) on the safety and efficacy of ipragliflozin in the management of type 2 diabetes mellitus (T2DM).
METHODS
We searched PubMed, Scopus, Web of Science, and Cochrane Central register of clinical trials using relevant keywords. Records were screened for eligible studies and data were extracted and synthesized using Review Manager Version 5.3 for windows. Subgroup and sensitivity analyses were conducted.
RESULTS
We included 13 RCTs (N=2535 patients) in the final analysis. The overall effect estimates favoured ipragliflozin 50mg monotherapy group over placebo in terms of: HbA1c (Standardized mean difference (SMD)=-1.20%, 95% Confidence interval (95% CI)=[-1.47, -0.93]; p<0.001), fasting plasma glucose (SMD=-1.30 mg/dL, 95% CI [-1.93, -0.67]; p<0.001), fasting serum insulin (SMD=-1.64 μU/mL, 95% CI [-2.70, -0.59]; p=0.002), and body weight (SMD=-0.85 kg, 95% CI [-1.19, -0.51]; p<0.001). Similarly, better glycemic control and significant body weight reduction compared to placebo were attained in ipragliflozin 50 mg combination with metformin, insulin with/without dipeptidyl peptidase-4 inhibitor, sulfonylurea, and pioglitazone. Ipragliflozin, either alone or in combination, exhibits acceptable safety profile.
CONCLUSION
The presented meta-analysis provides class one evidence that ipragliflozin is safe and effective in the management of T2DM either as monotherapy or an add-on.
Topics: Diabetes Mellitus, Type 2; Glucosides; Humans; Outcome Assessment, Health Care; Sodium-Glucose Transporter 2 Inhibitors; Thiophenes
PubMed: 29913526
DOI: 10.1055/a-0579-7860 -
Journal of Gastroenterology and... Apr 2024Several agents are under investigation for nonalcoholic fatty liver disease (NAFLD). We assessed the comparative efficacy of pharmacologic interventions for patients... (Review)
Review
Efficacy of pharmacologic interventions on magnetic resonance imaging biomarkers in patients with nonalcoholic fatty liver disease: systematic review and network meta-analysis.
BACKGROUND AND AIM
Several agents are under investigation for nonalcoholic fatty liver disease (NAFLD). We assessed the comparative efficacy of pharmacologic interventions for patients with NAFLD focusing on magnetic resonance imaging (MRI) biomarkers.
METHODS
We searched Medline, Embase, and CENTRAL. We included randomized controlled trials of more than 12 weeks of intervention that recruited patients with biopsy-confirmed or MRI-confirmed NAFLD and assessed the efficacy of interventions on liver fat content (LFC) and fibrosis by means of MRI. We performed random-effects frequentist network meta-analyses and assessed confidence in our estimates using the CINeMA (Confidence in Network Meta-Analysis) approach.
RESULTS
We included 47 trials (8583 patients). Versus placebo, thiazolidinediones were the most efficacious for the absolute change in LFC, followed by vitamin E, fibroblast growth factor (FGF) analogs, and glucagon-like peptide-1 receptor agonists (GLP-1 RAs) with mean differences ranging from -7.46% (95% confidence interval [-11.0, -3.9]) to -4.36% (-7.2, -1.5). No differences between drug classes were evident. Patients receiving GLP-1 RAs or glucose-dependent insulinotropic polypeptide (GIP)/GLP-1 RAs were more likely to achieve ≥30% relative reduction in LFC. Among agents, efruxifermin produced the largest reduction in LFC compared to placebo [-13.5% (-18.5, -8.5)], followed by pioglitazone, while being superior to most interventions. The effect of interventions on magnetic resonance elastography assessed fibrosis was small and insignificant. The confidence in our estimates was low to very low.
CONCLUSIONS
Several drug classes may reduce LFC in patients with NAFLD without a significant effect on fibrosis; nevertheless, trial duration was small, and confidence in the effect estimates was low.
PubMed: 38627972
DOI: 10.1111/jgh.16559 -
Dementia and Geriatric Cognitive... 2020Considering that Alzheimer's disease (AD) and diabetes mellitus share pathophysiological features and AD remains with no cure, antidiabetic drugs like intranasal...
INTRODUCTION
Considering that Alzheimer's disease (AD) and diabetes mellitus share pathophysiological features and AD remains with no cure, antidiabetic drugs like intranasal insulin, glitazones, metformin, and liraglutide are being tested as a potential treatment.
OBJECTIVE
The aim of this systematic review was to assess the efficacy of antidiabetic drugs in patients with AD, mild cognitive impairment (MCI), or subjective cognitive complaints (SCCs). Cognition was studied as the primary outcome and modulation of AD biomarkers, and imaging was also assessed as a secondary outcome.
METHODS
We conducted a search in the electronic databases PubMed/MEDLINE, EMBASE, and Scopus seeking clinical trials evaluating the effect on cognition of antidiabetic drugs in patients with AD, MCI, or SCCs.
RESULTS
A total of 23 articles were found eligible. Intranasal regular insulin improved verbal memory in most studies, especially in apoE4- patients, but results in other cognitive domains were unclear. Detemir improved cognition after 2 months of treatment, but it did not after 4 months. Pioglitazone improved cognition in diabetic patients with AD or MCI in 3 clinical trials, but it is controversial as 2 other studies did not show effect. Metformin and liraglutide showed promising results, but further research is needed as just 2 clinical trials involved each of these drugs. Almost all drugs tested were shown to modulate AD biomarkers and imaging.
CONCLUSIONS
Intranasal insulin, pioglitazone, metformin, and liraglutide are promising drugs that could be useful in the treatment of AD. However, many questions remain to be answered in future studies, so no particular antidiabetic drug can currently be recommended to treat AD.
Topics: Alzheimer Disease; Cognition; Diabetes Mellitus; Humans; Hypoglycemic Agents
PubMed: 33080602
DOI: 10.1159/000510677 -
Diabetes & Metabolic Syndrome 2021Non-alcoholic fatty liver disease [NAFLD] is associated with metabolic syndrome [MS]. Current guidelines restrict therapy for NAFLD, other than weight loss, in early... (Meta-Analysis)
Meta-Analysis
AIMS
Non-alcoholic fatty liver disease [NAFLD] is associated with metabolic syndrome [MS]. Current guidelines restrict therapy for NAFLD, other than weight loss, in early non-fibrotic disease. It was postulated that intervention with therapies for MS may improve liver fat content.
METHODS
A systematic evaluation of Cochrane and PubMed databases was performed for NAFLD or NASH if they were: 1) interventions for metabolic syndrome or diabetes mellitus 2) randomized controlled trials [RCT], with 3) primary outcomes of liver fat content [LFC] (by magnetic resonance spectroscopy [MRS] or liver biopsy (Nonalcoholic Fatty Liver Disease Activity Score [NAS]).
RESULTS
There were 30 RCT (in 24 publications) of 2409 subjects. LFC decreased with pioglitazone (MRS, -8.0 ± 1.0 %, p < 0.001), diet and exercise (-7.8 ± 1.7 %, p < 0.001) and omega-3 fatty acids (-6.0 ± 2.5 %, p = 0.02). Decreases in NAS scores were significant for pioglitazone (-1.4 ± 0.4 units, p < 0.001) and D&E (-1.0 ± 0.1 units, p < 0.001). Weight loss correlated with improvement in LFC (p < 0.001) and NAS (p < 0.001). Lowered serum triglycerides correlated with final LFC (p < 0.001) and NAS scores (p < 0.001).
CONCLUSIONS
Therapies of MS with weight loss, antiglycemic and triglyceride lowering medicines improved LFC and NAS scores. Further studies are necessary to demonstrate if these therapies would pre-emptively limit progression of disease.
Topics: Humans; Hypoglycemic Agents; Metabolic Syndrome; Non-alcoholic Fatty Liver Disease; Pioglitazone; Prognosis
PubMed: 34352720
DOI: 10.1016/j.dsx.2021.102232 -
Frontiers in Public Health 2020Diabetes is a long-term condition that can be treated and controlled but do not yet have a cure; it could be induced by inflammation and the goal of managing it is to...
Diabetes is a long-term condition that can be treated and controlled but do not yet have a cure; it could be induced by inflammation and the goal of managing it is to prevent additional co-morbidities and reduce glycemic fluctuations. There is a need to examine inflammatory activities in diabetes-related angiopathies and explore interventions that could reduce the risk for future outcome or ameliorate its effects to provide insights for improved care and management strategies. The study was conducted in Embase (1946-2020), Ovid Medline (1950-2020), and PubMed databases (1960-2020) using the PICO framework. Primary studies (randomized controlled trials) on type 2 diabetes mellitus and inflammatory activities in diabetes-related angiopathies were included. Terms for the review were retrieved from the Cochrane library and from PROSPERO using its MeSH thesaurus qualifiers. Nine articles out of 454 total hits met the eligibility criteria. The quality assessment for the selected study was done using the Center for Evidence-Based Medicine Critical Appraisal Sheet. Data analysis showed that elevated CRP, TNF-α, and IL-6 were the most commonly found inflammatory indicator in diabetes-related angiopathies, while increased IL-10 and soluble RAGE was an indicator for better outcome. Use of drugs such as salsalate, pioglitazone, simvastatin, and fenofibrate but not glimepiride or benfotiamine reported a significant decrease in inflammatory events. Regular exercise and consumption of dietary supplements such as ginger, hesperidin which have anti-inflammatory properties, and those containing prebiotic fibers (e.g., raspberries) revealed a consistent significant ( < 0.05) reduction in inflammatory activities. Inflammatory activities are implicated in diabetes-related angiopathies; regular exercise, the intake of healthy dietary supplements, and medications with anti-inflammatory properties could result in improved protective risk outcome for diabetes patients by suppressing inflammatory activities and elevating anti-inflammatory events.
Topics: Blood Glucose; Diabetes Mellitus, Type 2; Diabetic Angiopathies; Exercise; Humans; Tumor Necrosis Factor-alpha
PubMed: 33569370
DOI: 10.3389/fpubh.2020.600427