PPAR agonists as add-on treatment with metformin in management of type 2 diabetes: a systematic review and meta-analysis.

The combination of metformin and the peroxisome proliferator-activated receptors (PPAR) agonists offers a promising avenue for managing type 2 diabetes (T2D) through their potential complementary mechanisms of action. The results from randomized controlled trials (RCT) assessing the efficacy of PPAR agonists plus metformin versus metformin alone in T2D are inconsistent, which prompted the conduct of the systematic review and meta-analysis. We searched MEDLINE and EMBASE from inception (1966) to March 2023 to identify all RCTs comparing any PPAR agonists plus metformin versus metformin alone in T2D. Categorical variables were summarized as relative risk along with 95% confidence interval (CI). Twenty RCTs enrolling a total of 6058 patients met the inclusion criteria. The certainty of evidence ranged from moderate to very low. Pooled results show that using PPAR agonist plus metformin, as compared to metformin alone, results in lower concentrations of fasting glucose [MD = - 22.07 mg/dl (95% CI - 27.17, - 16.97), HbA1c [MD = - 0.53% (95% CI - 0.67, - 0.38)], HOMA-IR [MD = - 1.26 (95% CI - 2.16, - 0.37)], and fasting insulin [MD = - 19.83 pmol/L (95% CI - 29.54, - 10.13)] without significant increase in any adverse events. Thus, synthesized evidence from RCTs demonstrates the beneficial effects of PPAR agonist add-on treatment versus metformin alone in T2D patients. In particular, novel dual PPARα/γ agonist (tesaglitazar) demonstrate efficacy in improving glycaemic and lipid concentrations, so further RCTs should be performed to elucidate the long-term outcomes and safety profile of these novel combined and personalized therapeutic strategies in the management of T2D.PROSPERO registration no. CRD42023412603.

Symptomatic post COVID patients have impaired alveolar capillary membrane function and high VE/VCO2.

BACKGROUND: Post COVID-19 syndrome is characterized by several cardiorespiratory symptoms but the origin of patients' reported symptomatology is still unclear. METHODS: Consecutive post COVID-19 patients were included. Patients underwent full clinical evaluation, symptoms dedicated questionnaires, blood tests, echocardiography, thoracic computer tomography (CT), spirometry including alveolar capillary membrane diffusion (DM) and capillary volume (Vcap) assessment by combined carbon dioxide and nitric oxide lung diffusion (DLCO/DLNO) and cardiopulmonary exercise test. We measured surfactant derive protein B (immature form) as blood marker of alveolar cell function. RESULTS: We evaluated 204 consecutive post COVID-19 patients (56.5 ± 14.5 years, 89 females) 171 ± 85 days after the end of acute COVID-19 infection. We measured: forced expiratory volume (FEV1) 99 ± 17%pred, FVC 99 ± 17%pred, DLCO 82 ± 19%, DM 47.6 ± 14.8 mL/min/mmHg, Vcap 59 ± 17 mL, residual parenchymal damage at CT 7.2 ± 3.2% of lung tissue, peakVO2 84 ± 18%pred, VE/VCO2 slope 112 [102-123]%pred. Major reported symptoms were: dyspnea 45% of cases, tiredness 60% and fatigability 77%. Low FEV1, Vcap and high VE/VCO2 slope were associated with persistence of dyspnea. Tiredness was associated with high VE/VCO2 slope and low PeakVO2 and FEV1 while fatigability with high VE/VCO2 slope. SPB was fivefold higher in post COVID-19 than in normal subjects, but not associated to any of the referred symptoms. SPB was negatively associated to Vcap. CONCLUSIONS: In patients with post COVID-19, cardiorespiratory symptoms are linked to VE/VCO2 slope. In these patients the alveolar cells are dysregulated as shown by the very high SPB. The Vcap is low likely due to post COVID-19 pulmonary endothelial/vasculature damage but DLCO is only minimally impaired being DM preserved.

Factors Affecting Clinical Performance among Pakistani Dental Students: A Cross-Sectional Study

Abstract Objective: To identify the factors affecting clinical performance among dental students and to help addressing these problems. Material and Methods: A cross-sectional study in which students of third and final year of dentistry participated. Data was collected from June 2022 till September 2022. Data was collected from the third and final year dental students of both public and private dental colleges within the Pakistan using a purposive sampling technique. Results: A total of 372 dental students participated in this study. Thirty eight (31.9%) students belonged to third year while 81 (68.1%) were final year students from government college. For the private dental college, 121 (47.8%) were third year students while 132 (52.2%) were final year students. Majority of the participants were males from both the colleges. 42.9% of government dental students and 26.5% of private dental students agreed on well-preparedness of clinical instructors. 5.5% from private and 21.0% from government dental colleges agreed that adequate personal protective equipment were present in clinical departments. Conclusion: From this study, it is concluded that there should be focus more focus on the factors to enhance clinical skills, supervision of students in clinical practice to help addressing the problems faced during learning and performance in a clinical environment, to produce self-confident, motivated, knowledgeable, skillful and a professional dental graduates.

Burnout among Dental Students of Private and Public Dental Colleges in Pakistan - A Cross-Sectional Study

ABSTRACT Objective: To assess the prevalence of burnout among dental students of public and private institutions in Khyber Pakhtunkhwa and Punjab, Pakistan. Material and Methods: A cross-sectional descriptive survey was conducted at five public and private dental institutions from June 2021 to May 2022. A validated twelve-item closed-ended Burnout Clinical Subtype Questionnaire was distributed among the dental students of two private and two public institutes in Pakistan. The research questions focused on demographic information and students' academic experiences. Data analysis is presented through tables and descriptive methods. Results: A total of 274 dental undergraduate students - second (42.3%), third (35.4%), and final (22.3%) academic year participated in this study. The mean age of the respondents was 21.9, with the range of 20-26 years. Most participants were females (74.1%) compared to the males (25.9%). The findings for burnout syndrome among dentistry students and students in the private and public sectors were not significant. Conclusion: In the current study, burnout levels among dental undergraduates, both private and public, were low.

Assessing Tele-Oral Medicine in Saudi Arabia: A Cross-Sectional Study on Specialists' Experiences and Effectiveness in Oral Healthcare.

INTRODUCTION: Teledentistry is an emerging tool to exchange medical information and clinical images to facilitate the diagnosis, prevention, and treatment of oral diseases and patient assurance and education. Considering the shortage of oral medicine specialists in Saudi Arabia, this study aims to assess the experiences of dental specialists with tele-oral medicine and its potential applicability in addressing this shortage. MATERIALS AND METHODS: This was a pilot, cross-sectional study conducted among specialists in the field of oral medicine from January 2020 to March 2020. A total of 16 preselected cases with oral lesions, including clinical history and images, were developed, validated, and shared via email with study participants. Each case included questions on differential diagnosis, provisional diagnosis, and management. The responses were recorded, analyzed, and presented as means and percentages. RESULTS: A total of 49 subjects participated in this study and more than half were under 40 years of age and two-thirds were women. A total of 23 participants had prior experience with tele-oral medicine, mainly via WhatsApp (95.7%), and these cases were received from patients, their families, friends, or other dentists. For all study cases, the correct diagnosis score ranged between 73.50 and 100%, and correct management ranged between 51 and 98%. CONCLUSIONS: Tele-oral medicine is an effective tool that may play an important role in patient management in rural regions with a shortage of oral medicine services. Further studies with larger sample sizes and in collaboration with international centers are warranted to confirm these findings.

Outcomes of Transcatheter Aortic Valve Replacement Patients With Different Transvalvular Flow-Gradient Patterns.

Low-flow low-gradient (LF-LG) aortic stenosis (AS) may occur with preserved or depressed left ventricular ejection fraction (LVEF). Both situations represent the most challenging subset of patients to manage and generally have a poor prognosis. Few and controversial data exist on the outcomes of these patients compared with normal flow-high gradient (NF-HG) AS after transcatheter aortic valve replacement (TAVR). We sought to characterize different transvalvular flow-gradient patterns and to examine their prognostic value after TAVR. We enrolled 1,208 patients with severe AS and categorized as follow: 976 patients NF-HG (mean aortic pressure gradient [MPG] ≥40 mm Hg), 107 paradoxical LF-LG (pLF-LG, MPG <40 mm Hg, LVEF ≥50%, stroke volume index <35 ml/m2), and 125 classical LF-LG (cLF-LG) (MPG <40 mm Hg, LVEF <50%, stroke volume index <35 ml/m2). When compared with NF-HG and pLF-LG, cLF-LG had a worse symptomatic status (New York Heart Association III to IV 86% vs 62% and 67%, p <0.001), a higher prevalence of eccentric hypertrophy and a higher level of LV global afterload reflected by a higher valvuloarterial impedance. Valvular function after TAVR was excellent over time in all patients. While 30-day mortality (p = 0.911) did not differ significantly among groups, cLF-LG had a lower 5-year survival rate (LF-LG 50% vs pLF-LG 62% and NF-HG 68%, p <0.05). cLF-LG was associated with a hazard ratio for mortality of 2.41 (95% confidence interval 1.65 to 3.52, p <0.001). In conclusion, TAVR is an effective procedure regardless of transvalvular flow-gradient patterns. However, special care should be given to characterized hemodynamic of AS, as patients with pLF-LG had similar survival rates than patients with NF-HG, whereas cLF-LG is associated with a twofold increased risk of mortality at 5-year follow-up.

Early Biological Valve Failure: Structural Valve Degeneration, Thrombosis, or Endocarditis?

Biological valve failure (BVF) is an inevitable condition that compromises the durability of biological heart valves (BHVs). It stems from various causes, including rejection, thrombosis, and endocarditis, leading to a critical state of valve dysfunction. Echocardiography, cardiac computed tomography, cardiac magnetic resonance, and nuclear imaging play pivotal roles in the diagnostic multimodality workup of BVF. By providing a comprehensive overview of the pathophysiology of BVF and the diagnostic approaches in different clinical scenarios, this review aims to aid clinicians in their decision-making process. The significance of early detection and appropriate management of BVF cannot be overstated, as these directly impact patients' prognosis and their overall quality of life. Ensuring timely intervention and tailored treatments will not only improve outcomes but also alleviate the burden of this condition on patients' life. By prioritizing comprehensive assessments and adopting the latest advancements in diagnostic technology, medical professionals can significantly enhance their ability to manage BVF effectively.

Echocardiography vs. CMR in the Quantification of Chronic Mitral Regurgitation: A Happy Marriage or Stormy Divorce?

Quantification of chronic mitral regurgitation (MR) is essential to guide patients' clinical management and define the need and appropriate timing for mitral valve surgery. Echocardiography represents the first-line imaging modality to assess MR and requires an integrative approach based on qualitative, semiquantitative, and quantitative parameters. Of note, quantitative parameters, such as the echocardiographic effective regurgitant orifice area, regurgitant volume (RegV), and regurgitant fraction (RegF), are considered the most reliable indicators of MR severity. In contrast, cardiac magnetic resonance (CMR) has demonstrated high accuracy and good reproducibility in quantifying MR, especially in cases with secondary MR; nonholosystolic, eccentric, and multiple jets; or noncircular regurgitant orifices, where quantification with echocardiography is an issue. No gold standard for MR quantification by noninvasive cardiac imaging has been defined so far. Only a moderate agreement has been shown between echocardiography, either with transthoracic or transesophageal approaches, and CMR in MR quantification, as supported by numerous comparative studies. A higher agreement is evidenced when echocardiographic 3D techniques are used. CMR is superior to echocardiography in the calculation of the RegV, RegF, and ventricular volumes and can provide myocardial tissue characterization. However, echocardiography remains fundamental in the pre-operative anatomical evaluation of the mitral valve and of the subvalvular apparatus. The aim of this review is to explore the accuracy of MR quantification provided by echocardiography and CMR in a head-to-head comparison between the two techniques, with insight into the technical aspects of each imaging modality.

Abdominal peer learning: advantages and lessons learned.

In 2017, our tertiary hospital-based imaging practice transitioned from score-based peer review to the peer learning methodology for learning and improvement. In our subspecialized practice, peer learning submissions are reviewed by domain experts, who then provide feedback to individual radiologists, curate cases for group learning sessions, and develop associated improvement initiatives. In this paper, we share lessons learned from our abdominal imaging peer learning submissions with the assumption that trends in our practice likely mimic others', and hope that other practices can avoid future errors and elevate the level of the quality of their own performance. Adoption of a nonjudgmental and efficient method to share peer "learning opportunities" and "great calls" has increased participation in this activity and increased transparency into our practice, thus allowing for visualization of trends in performance. Peer learning allows us to bring our own individual knowledge and practices together for group review in a collegial and safe environment. We learn from each other and decide how to improve together.

Reflexive thematic analysis of job-related problems associated with pharmacist suicide, 2003-2019.

BACKGROUND: Few qualitative studies have focused on suicide and specific job-related problems associated with suicide in pharmacists. Greater knowledge of specific work-related stressors amongst pharmacists could inform suicide prevention strategies. OBJECTIVE: To identify job-related stressors associated with pharmacist suicides and compare stressors to those previously reported in physicians and nurses. METHODS: Free-text law enforcement and medical examiner data for pharmacist suicides were extracted from the National Violent Death Registry (NVDRS) for 2003-2019. Reflexive thematic analysis was deployed via a deductive approach utilizing codes and themes found in previous research on nurse and physician suicides. New codes were also identified through inductive coding. RESULTS: A total of 291,872 suicides occurred between 2003 and 2019, of which 392 were pharmacist deaths. Of these, 62 pharmacist suicides were coded with job-related problems. Almost all deductive themes/codes extracted from nurses and physicians were present in pharmacists. Common codes found in the pharmacist dataset that were also found previously in physicians and nurses were: history of mental health, substance use disorder, hopelessness impending or proceeding job loss, and access to lethal weapons and/or drugs. Novel codes were added through inductive content analysis. Codes novel to pharmacists were: verbalized suicidal ideation (SI) or intent, diversion for the purpose of suicide, and the fear of job loss. Disciplinary action at the institutional level was associated with the fear of job loss and cited as the event triggering suicide completion. CONCLUSION: Pharmacists have similar job-related stressors associated with suicide as physicians and nurses. Evaluating the process of disciplinary action is warranted. Future research is indicated to evaluate causal relationship between work-related stressors and mental health outcomes leading to suicide in pharmacists.

Utilization of a nanostructured lipid carrier encapsulating pitavastatin-Pinus densiflora oil for enhancing cytotoxicity against the gingival carcinoma HGF-1 cell line.

Oral squamous cell carcinoma (OSCC) is the most common epithelial tumor of the oral cavity. Gingival tumors, a unique type of OSCC, account for 10% of these malignant tumors. The antineoplastic properties of statins, including pitavastatin (PV), and the essential oil of the Pinus densiflora leaf (Pd oil) have been adequately reported. The goal of this investigation was to develop nanostructured lipid carriers (NLCs) containing PV combined with Pd oil and to determine their cytotoxicity against the cell line of human gingival fibroblasts (HGF-1). A central composite quadratic design was adopted to optimize the nanocarriers. The particle size and stability index of the nano-formulations were measured to evaluate various characteristics. TEM analysis, the entrapment efficiency, dissolution efficiency, and the cytotoxic efficiency of the optimized PV-loaded nanostructured lipid carrier drug delivery system (PV-Pd-NLCs) were evaluated. Then, the optimal PV-Pd-NLCs was incorporated into a Carbopol 940® gel base and tested for its rheological features and its properties of release and cell viability. The optimized NLCs had a particle size of 98 nm and a stability index of 89%. The gel containing optimum PV-Pd-NLCs had reasonable dissolution efficiency and acceptable rheological behavior and acquired the best cytotoxic activity against HGF-1 cell line among all the formulations developed for the study. The in vitro cell viability studies revealed a synergistic effect between PV and Pd oil in the treatment of gingival cancer. These findings illustrated that the gel containing PV-Pd-NLCs could be beneficial in the local treatment of gingival cancer.

COVID-19 vaccination in patients with cancer: Opportunities and challenges.

The rapid spread of the SARS-Cov-2 virus, the increase in the number of patients with severe COVID-19, and the high mortality rate created the basis for the production of safe and effective vaccines. Studies have confirmed the increased risk of severe Covid-19 disease and mortality in cancer patients. It is logical that cancer patients should be the first to receive the primary vaccination and the booster vaccine for Covid-19. Since studies related to cancer patients and the effectiveness of existing Covid-19 vaccines have not been widely conducted, there are significant uncertainties about the effectiveness of the vaccine and the level of humoral and cellular immune responses in these patients. As a result, the possible risks and side effects of existing vaccines are not clear for patients with different cancers who are undergoing special treatments. In this study, we will discuss the effectiveness and safety of existing vaccines on cancer patients. In addition, we highlight factors that could affect the effectiveness of vaccines in these patients and finally discuss opportunities and challenges related to vaccination in cancer patients.

Environmental pathways affecting gene expression (E.PAGE) as an R package to predict gene-environment associations.

The purpose of this study is to manually and semi-automatically curate a database and develop an R package that will act as a comprehensive resource to understand how biological processes are dysregulated due to interactions with environmental factors. The initial database search run on the Gene Expression Omnibus and the Molecular Signature Database retrieved a total of 90,018 articles. After title and abstract screening against pre-set criteria, a total of 237 datasets were selected and 522 gene modules were manually annotated. We then curated a database containing four environmental factors, cigarette smoking, diet, infections and toxic chemicals, along with a total of 25,789 genes that had an association with one or more of gene modules. The database and statistical analysis package was then tested with the differentially expressed genes obtained from the published literature related to type 1 diabetes, rheumatoid arthritis, small cell lung cancer, COVID-19, cobalt exposure and smoking. On testing, we uncovered statistically enriched biological processes, which revealed pathways associated with environmental factors and the genes. The curated database and enrichment tool are available as R packages at https://github.com/AhmedMehdiLab/E.PATH and https://github.com/AhmedMehdiLab/E.PAGE respectively.

Species-Based Differences in Mechanical Properties, Cytocompatibility, and Printability of Methacrylated Collagen Hydrogels.

Collagen methacrylation is a promising approach to generate photo-cross-linkable cell-laden hydrogels with improved mechanical properties. However, the impact of species-based variations in amino acid composition and collagen isolation method on methacrylation degree (MD) and its subsequent effects on the physical properties of methacrylated collagen (CMA) hydrogels and cell response are unknown. Herein, we compared the effects of three collagen species (bovine, human, and rat), two collagen extraction methods (pepsin digestion and acid extraction), and two photoinitiators (lithium phenyl-2,4,6-trimethylbenzoylphosphinate (LAP) and Irgacure-2959 (I-2959)) on the physical properties of CMA hydrogels, printability and mesenchymal stem cell (MSC) response. Human collagen showed the highest MD. LAP was more cytocompatible than I-2959. The compressive modulus and cell viability of rat CMA were significantly higher (p < 0.05) than bovine CMA. Human CMA yielded constructs with superior print fidelity. Together, these results suggest that careful selection of collagen source and cross-linking conditions is essential for biomimetic design of CMA hydrogels for tissue engineering applications.

Increased Healthcare Resource Use and Costs After Discontinuation of Liraglutide in Patients with Type 2 Diabetes from a Commercial- and Medicaid-Insured Claims Database.

INTRODUCTION: Liraglutide, a glucagon-like peptide-1 receptor agonist (GLP-1 RA), is effective in patients with type 2 diabetes (T2D), but treatment discontinuation without new T2D therapy initiation may compromise outcomes. METHODS: This retrospective cohort study (July 1, 2012, to December 31, 2019) identified patients ≥ 18 years with T2D in the Optum® Clinformatics® Data Mart who discontinued liraglutide (index date). Patients with continuous enrollment for ≥ 12 months before and after discontinuation (baseline), ≥ 6 months liraglutide coverage pre-index, and no new T2D therapy start during follow-up were included. Changes from baseline in all-cause healthcare resource utilization (HCRU; outpatient visits, emergency room [ER] visits, and hospitalization events), costs, and glycated hemoglobin (HbA1c) over 12 months after discontinuation were evaluated. RESULTS: Overall, 625 of 186,630 patients who discontinued liraglutide during the baseline period (mean [standard deviation (SD)] age, 62.1 [10.1] years) were included in the 12-month analysis. A significant increase in the rate of ER visits (rate ratio [95% confidence interval (CI)]: 1.23 per 100 person-months [1.05, 1.43]; P = 0.0079), hospitalizations (1.36 [1.09, 1.70]; P = 0.0056), and outpatient visits (1.03 [1.01, 1.06]; P = 0.0075) was observed. Total HCRU costs significantly increased after discontinuation ($436.12 per patient per month [$90.07, $782.17]; P = 0.0136), driven by significantly higher outpatient costs ($238.70 [$34.16, $443.25]; P = 0.0223). HbA1c increased significantly by 12 months from mean (SD) 7.37 (1.53) at baseline to 7.63 (1.64; difference: + 0.25 [95% CI 0.14, 0.36]; P < 0.0001). CONCLUSIONS: Patients who discontinued liraglutide showed increases in HCRU; costs, mainly driven by outpatient cost; and HbA1c within 12 months, emphasizing the importance of treatment optimization on clinical and economic outcomes in patients with T2D.

Liraglutide is indicated in patients with type 2 diabetes and elevated cardiovascular risk or established cardiovascular disease. In this study, we observed that adults with type 2 diabetes who discontinued liraglutide showed increases in healthcare resource utilization; costs, which were mainly driven by increases in outpatient visits; and glycated hemoglobin within 12 months. In adults with type 2 diabetes, treatment discontinuation without restarting or initiating a new therapy impacts short-term healthcare resource utilization and economic outcomes, and future work may further investigate the long-term implications of sustained treatment discontinuation.

Osteolytic Lesion of the Maxilla in an Undiagnosed Multiple Myeloma Patient Identified Incidentally by Cone Beam Computed Tomography.

BACKGROUND Multiple myeloma is a hematological malignancy characterized by monoclonal plasma cell proliferation. Jaw lesions are found in nearly 35% of patients with symptomatic myeloma, and lesions occur in the mandible more often than in the maxilla. However, maxillary or mandibular lesions are rarely found as a primary manifestation of the disease. This report describes a case of a 65-year-old Palestinian woman with lytic lesions in the maxilla due to undiagnosed multiple myeloma identified incidentally on cone beam computed tomography (CBCT). CASE REPORT A 65-year-old Palestinian woman presented to the Oral Maxillofacial Surgery Clinic with an expansion of the maxilla which was initially thought of as an infection. CBCT imaging revealed diffuse osteolytic lesions involving multiple osseous structures. The patient was biopsied. Histopathological examination was suspicious for plasmacytic neoplasm. She was directly referred to the Hematology Department for further laboratory tests. These included complete blood count, liver function test, bone profile, protein electrophoresis, flow cytometry, and bone marrow biopsy, which were performed to confirm the diagnosis of multiple myeloma. The patient was treated with chemotherapy including zoledronic acid, dexamethasone, bortezomib, and cyclophosphamide. She went into remission for a year but unfortunately died 2 years later. CONCLUSIONS Primary myeloma of the maxilla is a rare presentation. The present report illustrates the role of CBCT imaging supported by a multidisciplinary approach to the diagnosis and management of myeloma. Consequently, it is recommended that dental practitioners be aware of radiographic features and possible oral manifestations to avoid any delay in medical intervention.

Comparison between Automatic and Semiautomatic System for the 3D Echocardiographic Multiparametric Evaluation of RV Function and Dimension.

BACKGROUND: The right ventricle (RV) plays a pivotal role in cardiovascular diseases and 3-dimensional echocardiography (3DE) has gained acceptance for the evaluation of RV volumes and function. Recently, a new artificial intelligence (AI)-based automated 3DE software for RV evaluation has been proposed and validated against cardiac magnetic resonance. The aims of this study were three-fold: (i) feasibility of the AI-based 3DE RV quantification, (ii) comparison with the semi-automatic 3DE method and (iii) assessment of 2-dimensional echocardiography (2DE) and strain measurements obtained automatically. METHODS: A total of 203 subject (122 normal and 81 patients) underwent a 2DE and both the semi-automatic and automatic 3DE methods for Doppler standard, RV volumes and ejection fraction (RVEF) measurements. RESULTS: The automatic 3DE method was highly feasible, faster than 2DE and semi-automatic 3DE and data obtained were comparable with traditional measurements. Both in normal subjects and patients, the RVEF was similar to the two 3DE methods and 2DE and strain measurements obtained by the automated system correlated very well with the standard 2DE and strain ones. CONCLUSIONS: results showed that rapid analysis and excellent reproducibility of AI-based 3DE RV analysis supported the routine adoption of this automated method in the daily clinical workflow.

Frameworks for Implementation, Uptake, and Use of Cardiometabolic Disease-Related Digital Health Interventions in Ethnic Minority Populations: Scoping Review.

BACKGROUND: Digital health interventions have become increasingly common across health care, both before and during the COVID-19 pandemic. Health inequalities, particularly with respect to ethnicity, may not be considered in frameworks that address the implementation of digital health interventions. We considered frameworks to include any models, theories, or taxonomies that describe or predict implementation, uptake, and use of digital health interventions. OBJECTIVE: We aimed to assess how health inequalities are addressed in frameworks relevant to the implementation, uptake, and use of digital health interventions; health and ethnic inequalities; and interventions for cardiometabolic disease. METHODS: SCOPUS, PubMed, EMBASE, Google Scholar, and gray literature were searched to identify papers on frameworks relevant to the implementation, uptake, and use of digital health interventions; ethnically or culturally diverse populations and health inequalities; and interventions for cardiometabolic disease. We assessed the extent to which frameworks address health inequalities, specifically ethnic inequalities; explored how they were addressed; and developed recommendations for good practice. RESULTS: Of 58 relevant papers, 22 (38%) included frameworks that referred to health inequalities. Inequalities were conceptualized as society-level, system-level, intervention-level, and individual. Only 5 frameworks considered all levels. Three frameworks considered how digital health interventions might interact with or exacerbate existing health inequalities, and 3 considered the process of health technology implementation, uptake, and use and suggested opportunities to improve equity in digital health. When ethnicity was considered, it was often within the broader concepts of social determinants of health. Only 3 frameworks explicitly addressed ethnicity: one focused on culturally tailoring digital health interventions, and 2 were applied to management of cardiometabolic disease. CONCLUSIONS: Existing frameworks evaluate implementation, uptake, and use of digital health interventions, but to consider factors related to ethnicity, it is necessary to look across frameworks. We have developed a visual guide of the key constructs across the 4 potential levels of action for digital health inequalities, which can be used to support future research and inform digital health policies.