Search Results (259)

Background: Diabetic retinopathy (DR) is the most prevalent microvascular complication of type 2 diabetes mellitus (T2DM) and a recognised marker of systemic vascular injury. Whether DR—graded independently by two experienced ophthalmologists as part of routine institutional care—is independently associated with concurrent nephropathy (urine albumin-to-creatinine ratio [UACR] ≥ 30 mg/g) and subclinical cardiac stress (N-terminal pro-B-type natriuretic peptide [NT-proBNP] ≥ 125 pg/mL) remains insufficiently examined. Methods: Retrospective cross-sectional study of 401 T2DM adults who underwent dilated fundus examination independently graded by two board-certified ophthalmologists (each ≥ 10 years’ experience in diabetic eye disease) using ETDRS-based classification. Inter-physician agreement was quantified by Cohen’s weighted kappa. The primary composite outcome was concurrent nephropathy and subclinical cardiac stress. Multivariable logistic regression adjusted for age, sex, HbA1c, diabetes duration, eGFR, hypertension, and pharmacological treatments. Results: The composite outcome was present in 120 (64.2%) DR-positive vs. 14 (6.5%) DR-negative patients (crude OR: 25.59 (13.78–47.51); p < 0.001; fully adjusted OR: 21.49 (11.02–41.81); p < 0.001). Inter-physician agreement was high (Cohen’s weighted κ = 0.88; 95% CI: 0.83–0.93). Nephropathy alone was found in 164 (87.7%) vs. 76 (35.5%) patients (OR: 12.95 (7.71–21.75); p < 0.001), and elevated NT-proBNP in 137 (73.3%) vs. 39 (18.2%) patients (OR: 12.29 (7.65–19.76); p < 0.001). A significant trend across DR severity grades was observed (p for trend < 0.001), although the gradient was not strictly monotonic. ROC AUC = 0.837 (95% CI: 0.784–0.860). Conclusions: Ophthalmologist-graded DR was independently associated with the concurrent presence of albuminuria and elevated NT-proBNP in T2DM. Because the design is cross-sectional, these findings describe association rather than prediction or causation. They generate the hypothesis that retinal grading may help flag patients in whom cardiorenal biomarker assessment is worth considering, but prospective validation is required before any screening application. Full article

Diabetic kidney disease (DKD) remains a major cause of advanced chronic kidney disease (CKD) and cardiovascular (CV) mortality, despite optimization of renin–angiotensin–aldosterone system (RAAS) blockade and the use of sodium–glucose cotransporter-2 inhibitors (SGLT2i). Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) are cardiometabolic agents with significant efficacy on glycemic control, body weight, blood pressure (BP), lipid profile, and systemic inflammation. In experimental studies, GLP-1 RAs showed direct renal effects by modulating natriuresis, intrarenal hemodynamics, oxidative stress, endothelial dysfunction, and tubular apoptosis. Randomized clinical trials and real-life analyses have demonstrated reductions in albuminuria and slowing of glomerular filtration rate (GFR) decline. The first study with a primary renal endpoint for semaglutide confirms its nephroprotective potential. This narrative review synthesizes the renal mechanisms involved. The clinical evidence for GLP-1 RA in DKD positions this class alongside SGLT2i and non-steroidal mineralocorticoid receptor antagonists (ns-MRAs) for the management of patients with type 2 diabetes mellitus (T2D), CKD, and very high cardiorenal risk. Full article

Background: Real-world kidney and metabolic responses to semaglutide in type 2 diabetes (T2D) and chronic kidney disease (CKD) remain poorly characterised, particularly in Middle East and North Africa (MENA) region. Methods: We conducted a retrospective, single-centre, paired-cohort study at a secondary care hospital in UAE. Adults with T2D and predominantly mild CKD newly initiated on subcutaneous semaglutide were included. Single-arm design without comparator; findings describe biomarker trajectories and cannot establish causality. Primary outcomes were within-participant six-month changes in serum creatinine, estimated glomerular filtration rate (eGFR), and urinary albumin-to-creatinine ratio (uACR). Results: A total of 324 patients were analysed (mean age 55.3 ± 12.4 years; 66.0% female; BMI 36.1 ± 6.9 kg/m²; median HbA1c 8.3% [IQR 7.2–10.0]; eGFR 87.0 ± 25.8 mL/min/1.73 m²; KDIGO G1–G2 in 82.7%; A2 92.6%, A3 4.6%). At six months, BMI fell by 2.0 kg/m² and HbA1c by a median 2.0%; 52.0% achieved ≥5% BMI reduction and 87.2% achieved ≥0.5% absolute HbA1c reduction. Serum creatinine decreased by 3.6 µmol/L and eGFR rose by 3.7 mL/min/1.73 m²; given concurrent weight loss, these changes likely reflect reduced creatinine generation rather than true filtration improvement. A ≥30% eGFR decline occurred in only 0.9%. Geometric mean uACR fell by 19.8%; among participants with baseline uACR ≥ 30 mg/mmol, 66.7% achieved ≥30% uACR reduction. KDIGO G-category improved in 17.3% and was stable in 76.8%; the A-category remained stable in 95.7%. Conclusions: In adults with T2D, mild CKD, and substantial obesity, semaglutide was associated with clinically meaningful improvements in weight, glycaemia, and albuminuria over six months, supporting it as part of a layered cardio-renal protective strategy in routine care. Full article

Background/Objectives: Hyperuricemia is highly prevalent in chronic kidney disease (CKD). It has been linked to increased cardiovascular and mortality risk. However, its independent prognostic significance and dose–response relationship with adverse outcomes remain incompletely understood. Methods: This retrospective cohort study included 794 patients with CKD. Hyperuricemia was defined using sex-specific thresholds. The association between hyperuricemia, cardiac events and mortality was tested using a multivariable logistic regression test. Serum uric acid was analyzed as both a categorical and a continuous variable to assess dose–response relationships. Results: Hyperuricemia was present in 44.8% of patients. In multivariable analysis, hyperuricemia was associated with increased odds of cardiac events, although this did not reach statistical significance (OR 1.49, 95% CI 0.98–2.27, p = 0.061). However, hyperuricemia independently predicted mortality (OR 1.98, 95% CI 1.04–3.78, p = 0.039), and importantly, a dose–response relationship was observed between serum uric acid and adverse outcomes. Each 100 μmol/L increase in serum uric acid was associated with a 22% increase in cardiac event risk (OR 1.22, p = 0.011) and a 29% increase in mortality risk (OR 1.29, p = 0.004). Quartile analysis revealed that patients in the highest uric acid quartile had more than three-fold higher mortality compared with the lowest quartile (OR 3.13, 95% CI 1.26–7.79, p = 0.014). Conclusions: Hyperuricemia independently predicts mortality and also demonstrates a significant dose–response relationship with adverse outcomes in CKD. The results support serum uric acid as a clinically meaningful biomarker for mortality risk grading in CKD populations. Full article

Chronic kidney disease, acute kidney injury and cardiorenal syndrome are major determinants of cardiovascular morbidity and mortality, yet conventional renal assessment based on serum creatinine, estimated glomerular filtration rate and urine output often fails to detect early structural injury or pathway-specific cardiorenal risk. This narrative review synthesized recent evidence on emerging renal and cardiorenal biomarkers with potential value for cardiovascular risk stratification beyond creatinine. Literature published between 2015 and April 2026 was reviewed, focusing on biomarkers of tubular injury, functional renal impairment, fibrosis/remodeling and mineral metabolism. NGAL and KIM-1 may detect tubular stress and proximal tubular injury before overt functional decline and have shown relevance in heart failure, acute coronary syndromes and post-cardiac surgery settings. Cystatin C and pro-enkephalin refine functional renal assessment and may improve prognostic classification when creatinine is confounded by frailty, muscle mass or acute hemodynamic changes. Soluble ST2 and galectin-3 reflect inflammation, fibrosis and cardiorenal remodeling, while FGF-23 links kidney dysfunction to cardiovascular risk through phosphate imbalance, vascular calcification and myocardial hypertrophy. Multi-biomarker panels may help identify dominant cardiorenal phenotypes and personalize monitoring intensity. However, routine implementation requires standardized assays, validated thresholds, cost-effectiveness data and prospective evidence that biomarker-guided management improves clinical outcomes. Full article

Background: Metabolic dysfunction-associated steatotic liver disease (MASLD) has been linked to atrial fibrillation (AF); however, its relationship with specific AF subtypes remains unclear. This prospective, single-center, observational case–control study investigated whether MASLD is independently associated with AF presence and its subtypes. Materials: A total of 327 participants were analyzed, including 119 controls and 208 patients with AF. Comprehensive clinical history, anthropometric measures, laboratory testing, 24 h Holter ECG, and echocardiography were performed. Clinically inferred MASLD was defined according to the current EASL–EASD–EASO guidelines using clinical and non-invasive indices (Hepatic Steatosis Index, Fatty Liver Index, Fibrosis-4 Index). No liver biopsy or imaging confirmation of steatosis or fibrosis was performed, and therefore, the diagnosis represents a clinically inferred (“probable”) MASLD. To minimize systematic bias and improve baseline comparability between groups, propensity score matching and complementary regression analyses were applied. Results: Overall probable MASLD prevalence did not differ between AF and controls (42% vs. 44%, p = 0.742). A clear phenotypic gradient emerged across subtypes: lowest in permanent AF (PermAF, 27.1%) versus paroxysmal (47.1%) and persistent AF (51.4%) (p = 0.021). PermAF exhibited the most advanced comorbidity—highest CHF (78.6%), CKD (71.4%), HFpEF (48.6%), FIB-4 (median 2.67), the lowest TG/HDL–cholesterol ratio (1.93 vs. 3.32; p < 0.001), and progressive renal impairment. Statin therapy reached 80% in clinically inferred MASLD-positive PermAF. The elevated FIB-4 observed in PermAF must be interpreted with explicit caution: this group was substantially older (median 79.5 years) and carried the highest burden of chronic heart failure and chronic kidney disease; therefore, in this subgroup, FIB-4 most plausibly reflects age and cardio-renal comorbidity rather than histologically confirmed hepatic fibrosis. After matching, MASLD was not an independent predictor of AF presence (OR = 0.96; 95% CI: 0.59–1.46) or its clinical severity. Conclusions: Probable MASLD, defined by clinical and non-invasive indices, was not independently associated with AF in this cohort, but AF subtypes exhibited a clear phenotypic gradient—from a metabolically driven profile in early AF to a cardio-renal and fibrotic pattern in advanced, elderly AF. Elevated FIB-4 values in PermAF most plausibly reflect age and cardio-renal comorbidity rather than true histologically confirmed hepatic fibrosis. These findings support a phenotype- and population-dependent MASLD–AF relationship and underscore the need for imaging- and histology-verified longitudinal studies. Full article

The Kidney Disease: Improving Global Outcomes (KDIGO) CGA framework remains the essential basis for chronic kidney disease (CKD) classification, risk stratification, and guideline-based therapy. However, eGFR and albuminuria do not always explain the physiological mechanism maintaining the current filtration level or the heterogeneity of treatment responses. This narrative review proposes a hypothesis-generating functional–hemodynamic extension of KDIGO CGA that incorporates renal functional reserve (RFR), blood pressure, volume status, proteinuria phenotype, and selected tubular markers. RFR is discussed as a dynamic stress test of nephron reserve rather than as a replacement for eGFR or albuminuria. A low, zero, or negative RFR may suggest reserve exhaustion or relative hyperfiltration, but its interpretation depends on standardized testing conditions and clinical context. We distinguish established evidence-based therapy—RAAS blockade in albuminuric or hypertensive CKD, SGLT2 inhibition for kidney and cardiorenal protection, and non-steroidal MRA therapy in selected patients—from conceptual sequencing hypotheses such as RAASi-prioritized, SGLT2i-prioritized, early dual, or staged triple renoprotection. The review also summarizes albuminuria as a two-compartment phenomenon involving both glomerular passage and proximal tubular handling of filtered proteins. The proposed framework is not a validated treatment algorithm. It is intended to support physiological phenotyping, interpretation of early eGFR changes, and the design of prospective studies that test whether RFR adds independent prognostic or therapeutic value beyond KDIGO CGA. Full article

Background: Older adults undergoing non-cardiac surgery are vulnerable to perioperative complications, but the prognostic value of routine echocardiographic markers in high-acuity cohorts remains incompletely defined. Methods: This secondary analysis of a prospective cohort included 503 consecutive adults with known cardiovascular disease undergoing non-cardiac surgery, characterized by a high proportion of urgent presentations. Patients were stratified by age (geriatric, ≥65 years; non-geriatric, <65 years). The primary endpoint was major in-hospital adverse events (MIAEs), defined as a composite of in-hospital death, surgical reintervention, and postoperative acute kidney injury (AKI). Postoperative creatinine was not routinely measured in stable patients discharged early; therefore, renal outcomes were interpreted strictly as available-case analyses (n = 364). Results: MIAEs occurred more frequently in geriatric than in younger patients (45.5% vs. 30.8%). Within the geriatric cohort, patients with reduced LVEF (<50%) had lower MAPSE values and higher crude rates of AKI, death, and MIAE than those with LVEF ≥ 50%. In multivariable analyses, reduced LVEF was associated with MIAE, although this small subgroup was susceptible to statistical overfitting. MAPSE reflected longitudinal systolic dysfunction but did not retain independent prognostic value after adjustment. Conclusions: In this pilot subgroup analysis of high-acuity patients, reduced preoperative LVEF (<50%) served as a clinical flag identifying a high-risk geriatric phenotype with increased cardiorenal vulnerability. Given the event-enriched available-case denominator, these findings should be considered hypothesis-generating observations intended to increase clinical awareness. Full article

The recently conceptualized Cardiovascular–Kidney–Metabolic (CKM) syndrome represents a pressing global health burden, characterized by a vicious cycle of dysfunction among the cardiac, renal, and metabolic systems. Growing evidence suggests that gut microbiota dysbiosis, specifically, a loss of butyrate-producing bacteria (BPB) and the resulting systemic butyrate deficiency, may be an important but previously overlooked driver of CKM progression. In this review, we synthesize available evidence linking butyrate to the integrated, multi-organ pathophysiology of CKM and propose a conceptual framework we term the gut-butyrate-CKM axis. We discuss the multiple mechanisms by which butyrate and BPB exert protective effects, including targeting key pathophysiological features of CKM, such as insulin resistance (IR), metabolic inflammation, oxidative stress, endothelial dysfunction, renin–angiotensin–aldosterone system (RAAS) overactivation, and gut dysbiosis itself. Through a critical appraisal of human studies, we bring together findings from direct butyrate supplementation, dietary interventions, and microbiota-directed strategies. Based on this, we argue that butyrate serves as a central hub linking gut homeostasis to systemic metabolic and cardiorenal health. By integrating previously fragmented observations into a coherent framework, this review addresses a conceptual gap in our understanding of CKM pathogenesis and points to actionable, microbiota-targeted therapeutic strategies that could help break the disease cycle. Given the current lack of integrated management options for CKM, our work offers insights for future translational research and clinical practice, highlighting butyrate-centered approaches as a potential paradigm shift in CKM care. Full article

Cardiometabolic diseases are increasingly understood as disorders involving compartment-specific redox disruption rather than a uniform excess of reactive oxygen species. This narrative review synthesizes evidence for a proposed gut microbiota–mitochondria ferroptosis framework in which dysbiosis-derived lipopolysaccharide, trimethylamine N-oxide, short-chain fatty acids, bile acids, and tryptophan metabolites may modulate mitochondrial reactive species production, antioxidant defenses, iron handling, lipid peroxide detoxification, and inflammatory signaling. The reference set was assembled through searches of PubMed and Web of Science Core Collection, supplemented by targeted Google Scholar searches and citation chaining during manuscript preparation and revision through June 2026 and was organized around microbial metabolites, mitochondrial redox biology, ferroptosis pathways, disease-specific evidence, and redox-targeted interventions. Because this is a narrative synthesis rather than a systematic review, the framework should be interpreted as hypothesis-generating rather than as a systematically validated pathological model. Across atherosclerosis, diabetic cardiomyopathy, metabolic dysfunction-associated steatotic liver disease, obesity-associated insulin resistance, chronic kidney disease, and cardiorenal metabolic injury, the most consistent mechanistic links involve mtROS, impaired mitophagy, glutathione/GPX4 and SLC7A11 dysfunction, ACSL4-dependent lipid peroxidation, Nrf2 signaling, NLRP3 activation, and cGAS-STING-associated inflammation, although human causal evidence remains uneven. Importantly, much of the current literature supports local links within this sequence rather than a fully verified dysbiosis–metabolite–mitochondria ferroptosis–organ dysfunction chain in the same study. We therefore emphasize evidence tiers, terminology discipline, and biomarker requirements when interpreting ferroptosis-sensitive injury. Polyphenols, flavonoids, probiotics, postbiotics, melatonin, CoQ10-related strategies, mitochondria-targeted antioxidants, and ferroptosis-sensitive approaches may be most translatable when paired with microbiome, metabolomic, lipidomic, pharmacokinetic, and redox biomarkers. Full article

Background: Hyperhomocysteinemia (homocysteine [Hcy] ≥15 μmol/L) is frequently observed in patients with impaired kidney function and has been associated with vascular remodeling and increased cardiovascular risk. We aimed to evaluate the relationship between Hcy, arterial stiffness, coronary artery disease (CAD), peripheral arterial disease, and biomarkers of kidney injury in patients undergoing elective coronary angiography. Methods: In this prospective observational study, 133 patients undergoing elective coronary angiography were stratified according to serum Hcy levels (Hcy <15 vs. Hcy ≥15 μmol/L). CAD severity was assessed angiographically. Arterial stiffness was evaluated using carotid–femoral pulse wave velocity (cfPWV), while peripheral arterial disease was assessed using ankle–brachial index (ABI). Kidney function was evaluated using serum creatinine, estimated glomerular filtration rate (eGFR), cystatin C, and urinary albumin-to-creatinine ratio (UACR). Correlation, multivariable regression, logistic regression, and receiver operating characteristic (ROC) analyses were performed. Results: Patients with hyperhomocysteinemia demonstrated significantly worse kidney function, including higher serum creatinine, cystatin C, and UACR levels, and lower eGFR (all p < 0.01). Patients with elevated Hcy levels also exhibited significantly higher cfPWV values (11.4 ± 3.3 vs. 9.7 ± 2.1 m/s, p < 0.001). Hcy correlated positively with cystatin C, creatinine, UACR, and cfPWV, and inversely with eGFR. In multivariable linear regression analysis, Hcy remained independently associated with increased cfPWV after adjustment for age, sex, and eGFR (β = 0.137, 95% CI 0.047–0.226, and p = 0.003). This association remained significant in sensitivity analyses incorporating hypertension, diabetes mellitus, LDL cholesterol, and statin therapy (β = 0.124, 95% CI 0.032–0.216, and p = 0.008). No independent associations were observed between Hcy and angiographic CAD severity or ABI values. ROC analysis demonstrated modest discrimination for elevated arterial stiffness (AUC = 0.66, 95% CI 0.56–0.76) and good discrimination for impaired kidney function (AUC = 0.82, 95% CI 0.69–0.92). Conclusions: Elevated Hcy levels were independently associated with impaired kidney function and increased central arterial stiffness, but not with angiographic CAD severity or peripheral arterial disease. These findings suggest that hyperhomocysteinemia may reflect cardiorenal vascular dysfunction and diffuse vascular remodeling rather than focal obstructive atherosclerotic disease. Further studies are needed to determine its clinical utility and prognostic value. Full article

Mineralocorticoid receptor (MR) overactivation is a key driver of inflammation, fibrosis, and organ cross-talk across cardiorenal disease. Finerenone, a selective non-steroidal MR antagonist, has demonstrated robust renoprotective and cardioprotective benefits in patients with chronic kidney disease (CKD) and type 2 diabetes in large randomized clinical trials. Beyond its established role in diabetic kidney disease, emerging preclinical and clinical data suggest potential systemic effects through the attenuation of MR-driven inflammatory and fibrotic pathways. These include signals related to heart failure outcomes, atrial remodeling, pulmonary vascular biology, retinal microvascular integrity, and metabolic dysfunction. However, much of the evidence beyond established cardiorenal indications remains exploratory, based on preclinical studies, subgroup analyses, and post hoc evaluations. This review provides a critical synthesis of the established clinical evidence supporting finerenone in CKD and cardiovascular disease. It examines emerging, hypothesis-generating data regarding its potential systemic effects beyond diabetic kidney disease. Full article

Cardiovascular–kidney–metabolic (CKM) syndrome is a systemic, interdependent disorder arising from the convergence of metabolic dysfunction, chronic kidney disease, and cardiovascular pathology. Anchored in the Developmental Origins of Health and Disease (DOHaD) framework, this review advances a “parallel hit” model, primarily based on evidence from experimental animal studies, particularly rodent models, posited that early-life environmental insults concurrently program structural and functional vulnerabilities in both renal and central nervous system hubs. These early perturbations prime susceptibility long before clinical manifestations emerge. CKM progression is conceptualized as a two-stage trajectory, with an initial phase of parallel programming affecting kidney and brain development, followed by a transition to maladaptive bidirectional crosstalk. In the later phase, heightened efferent sympathetic outflow and aberrant afferent renal signaling—potentiated by uremic toxin accumulation, neuroinflammation, and blood–brain barrier disruption—drive a self-perpetuating cycle that accelerates cardiorenal and metabolic injury. Key integrative mechanisms, including oxidative stress, chronic low-grade inflammation, mitochondrial dysfunction, and gut microbiota dysbiosis, serve as convergent pathways linking early-life exposures to adult CKM phenotypes. These pathways not only sustain disease progression but also represent actionable therapeutic targets. Importantly, this framework underscores the translational potential of early-life “reprogramming” strategies. Interventions such as precision nutrition, antioxidant supplementation, microbiota-directed therapies (including prebiotics, probiotics, and postbiotics), and mechanism-based pharmacotherapies may mitigate or reverse maladaptive programming. However, much of the current mechanistic evidence remains preclinical, and further human studies are needed to validate these pathways and therapeutic approaches. Collectively, this dual-hub paradigm reframes CKM syndrome as a life-course continuum rather than a late-stage comorbidity cluster, emphasizing the necessity of early, mechanism-driven interventions to stabilize the brain–kidney axis and improve long-term cardiovascular–kidney–metabolic outcomes. Full article

Treating autosomal dominant polycystic kidney disease (ADPKD) has always been a challenge because the disease is too complex for single-target drugs, which are often held back by side effects. This narrative review explores a different strategy: using plant-derived polyphenols to target multiple disease pathways at the same time. Looking at research from 2005 to 2026, we break down how key compounds like resveratrol, curcumin, naringenin, quercetin, and epigallocatechin-3-gallate (EGCG) actually work. Preclinical studies show these molecules can slow down cyst growth by tackling inflammation, rapid cell division, and tissue scarring all at once, while also resetting the skewed energy metabolism of cystic cells. Some mechanisms are strikingly specific, such as naringenin’s direct interaction with polycystin-2 and quercetin’s ability to clear senescent cells. Yet, the real-world hurdle is poor absorption; a recent clinical trial with standard curcumin fell short simply because the compound could not reach the kidneys in high enough concentrations. Moving forward, the field needs to focus on testing these compounds in realistic animal models, designing smart nanoformulations to improve bioavailability, and exploring combinations that could safely complement current therapies like tolvaptan. Full article

Circular RNAs have emerged as important regulators of gene expression in cardiovascular disease, expanding the current understanding of the molecular mechanisms that underlie cardiac remodeling and dysfunction. Initially regarded as byproducts of aberrant splicing, circRNAs are now recognized as stable, abundant, and functionally versatile molecules with marked tissue specificity and diverse modes of action. In the cardiovascular system, circRNAs are generated through tightly regulated back-splicing mechanisms and act through multiple molecular pathways, including microRNA sequestration, protein scaffolding, modulation of transcription and splicing, regulation of mitochondrial and metabolic homeostasis, and in some cases, peptide translation. These properties position circRNAs as regulatory hubs that connect molecular interactions to functional cellular outcomes. Across a broad range of cardiovascular conditions, including heart failure, myocardial ischemia, fibrosis, arrhythmias, cardiotoxicity, and cardiorenal syndrome, circRNAs have been implicated in processes such as hypertrophy, inflammation, cell death, extracellular matrix remodeling, and regenerative responses. Beyond their mechanistic relevance, circRNAs also hold preclinical relevance as circulating biomarkers and therapeutic targets owing to their stability in biofluids and their capacity to modulate disease-relevant networks. Nevertheless, major challenges remain, including incomplete functional validation, methodological heterogeneity, annotation inconsistencies, and barriers to clinical translation. In this review, we synthesize the current knowledge on circRNA biogenesis, molecular function, disease-specific roles, biomarker potential, and therapeutic applications and discuss the conceptual and technical advances required to move the field from descriptive association toward mechanistic and clinical impact. Full article