Chronic Kidney Disease (CKD)

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The bidirectional relationship between diabetes and CKD creates a vicious cycle in which each condition perpetuates the other. Diabetic patients who develop CKD show accelerated progression of kidney disease and markedly increased cardiovascular event rates compared to nondiabetic CKD populations.

Chronic Kidney Disease (CKD)

Researched by:

  • Karen Pendergrass ID
    Karen Pendergrass

    User avatarKaren Pendergrass is a microbiome researcher specializing in microbiome-targeted interventions (MBTIs). She systematically analyzes scientific literature to identify microbial patterns, develop hypotheses, and validate interventions. As the founder of the Microbiome Signatures Database, she bridges microbiome research with clinical practice. In 2012, based on her own investigative research, she became the first documented case of FMT for Celiac Disease—four years before the first published case study.

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November 26, 2025

Dysbiosis in KD reflects a shift toward reduced beneficial taxa and increased pathogenic, uremic toxin-producing species, driven by a bidirectional interaction in which the uremic environment disrupts microbial composition and dysbiotic metabolites accelerate renal deterioration. [1][2] Loss of microbial diversity, diminished CFA-producing genera such as Faecalibacterium, Roseburia, and Ruminococcus, and increased indoxyl sulfate and p-cresyl […]

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Researched by:

  • Karen Pendergrass ID
    Karen Pendergrass

    User avatarKaren Pendergrass is a microbiome researcher specializing in microbiome-targeted interventions (MBTIs). She systematically analyzes scientific literature to identify microbial patterns, develop hypotheses, and validate interventions. As the founder of the Microbiome Signatures Database, she bridges microbiome research with clinical practice. In 2012, based on her own investigative research, she became the first documented case of FMT for Celiac Disease—four years before the first published case study.

    Read More

Last Updated: 2025-11-26

Microbiome Signatures identifies and validates condition-specific microbiome shifts and interventions to accelerate clinical translation. Our multidisciplinary team supports clinicians, researchers, and innovators in turning microbiome science into actionable medicine.

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Karen Pendergrass

Karen Pendergrass is a microbiome researcher specializing in microbiome-targeted interventions (MBTIs). She systematically analyzes scientific literature to identify microbial patterns, develop hypotheses, and validate interventions. As the founder of the Microbiome Signatures Database, she bridges microbiome research with clinical practice. In 2012, based on her own investigative research, she became the first documented case of FMT for Celiac Disease—four years before the first published case study.

Overview

Dysbiosis in CKD reflects a shift toward reduced beneficial taxa and increased pathogenic, uremic toxin-producing species, driven by a bidirectional interaction in which the uremic environment disrupts microbial composition and dysbiotic metabolites accelerate renal deterioration. [1][2] Loss of microbial diversity, diminished SCFA-producing genera such as Faecalibacterium, Roseburia, and Ruminococcus, and increased indoxyl sulfate and p-cresyl sulfate producers heighten intestinal permeability, systemic inflammation, and endotoxemia, all of which intensify kidney injury. [3] Evidence from fecal microbiota transplantation studies demonstrates that CKD-derived microbiota can directly promote renal fibrosis, supporting a dose-response relationship where the abundance of uremic toxin precursor species rises with advancing CKD and drives progressive renal damage. [4]

Associated Conditions


Associated conditions in chronic kidney disease encompass a broad spectrum of interrelated systemic complications that emerge early in renal impairment and intensify as kidney function declines. These complications reflect the kidney’s central role in metabolic, endocrine, cardiovascular, neuromuscular, and immunologic homeostasis, and their cumulative burden profoundly shapes patient outcomes. As dysregulated uremic metabolism, chronic inflammation, mineral imbalances, and microbiome disturbances converge, patients develop a characteristic pattern of comorbidities that includes cardiovascular disease, metabolic dysfunction, anemia, mineral bone disorder, neurocognitive decline, sarcopenia, and heightened infection susceptibility. The prevalence and severity of these conditions rise sharply across CKD stages, underscoring the need for early recognition, mechanistic understanding, and integrated therapeutic strategies to mitigate progression and improve long-term morbidity and mortality trajectories.

What conditions are associated with Chronic Kidney Disease?
Cardiovascular Disease

Cardiovascular disease is the leading cause of morbidity and mortality in CKD, which independently increases the risk of atherosclerotic disease, hypertension, left ventricular hypertrophy, heart failure, and sudden cardiac death. [5]

These complications arise through a combination of traditional risk factors and CKD-specific drivers that include uremic toxin accumulation, mineral bone disorder, vascular calcification, and systemic inflammation. [6]

Mortality risk is markedly elevated, with patients in CKD stages 4-5 experiencing a 10 to 20-fold higher cardiovascular death rate than age-matched controls, and cardiovascular events frequently occurring even without obstructive coronary disease. Cardiac remodeling in CKD is mediated through neurohormonal activation, sympathetic dysregulation, mitochondrial dysfunction, and oxidative stress. [7]

Silent myocardial ischemia affects roughly 37 to 40 percent of CKD stage 3-5 patients and correlates with age, diabetes, left ventricular hypertrophy, and increased parathyroid hormone concentrations. Left ventricular hypertrophy is present in 70 to 80 percent of CKD patients and constitutes a major independent determinant of cardiovascular risk.[8]

Type 2 Diabetes

Type 2 diabetes mellitus and metabolic dysfunction occur with markedly elevated prevalence in CKD populations, with approximately 30-40% of CKD patients having underlying diabetes as either primary or concurrent disease. [9]

Conversely, CKD substantially increases diabetes incidence and accelerates progression of hyperglycemia toward insulin resistance, with dysbiosis-mediated changes in glucose metabolism and incretin signaling contributing to metabolic dysfunction independent of baseline glycemic control. [10]

Dysbiosis reduces short-chain fatty acid (SCFA) production, impairing GPR41/GPR43 signaling necessary for maintaining glucose homeostasis and insulin sensitivity.
Insulin resistance plays a central role in both CKD pathogenesis and progression of metabolic complications.[11]

Bone and Mineral Metabolism Disorders

Bone and mineral metabolism disorders (CKD-mineral bone disorder, CKD-MBD) affect >80% of CKD stage 4-5 patients, encompassing secondary hyperparathyroidism, phosphate retention, vitamin D deficiency, vascular calcification, and adynamic bone disease. [12] These complications result from impaired renal phosphate excretion, altered fibroblast growth factor 23 (FGF23) signaling, disrupted parathyroid hormone responsiveness, and dysbiosis-mediated dysregulation of mineral-sensing pathways. [8] CKD-MBD increases fracture risk, impairs fracture healing, and independently predicts cardiovascular events and mortality in CKD populations.

Adynamic bone disorder, defined by reduced bone turnover with low parathyroid hormone levels, develops in a substantial proportion of advanced CKD patients and is induced by medications such as calcimimetics and high-dose vitamin D analogs.[14] Uremic toxins like indoxyl sulfate contribute to PTH hyporesponsiveness, exacerbating bone turnover abnormalities. Vascular calcification represents a distinct manifestation of CKD-MBD that is associated with increased cardiovascular events and mortality independent of bone mineral density measurements.

Anemia and Hematologic Complications

Anemia is highly prevalent in CKD, affecting approximately 30-40% of stage 3-5 patients and more than 60% of dialysis patients, resulting from decreased erythropoietin production, uremic toxin accumulation, and chronic inflammation. [15].

The prevalence and severity of CKD-related anemia increase progressively with declining kidney function, with hemoglobin levels and hematocrit inversely correlated with CKD progression risk. [16]Anemia in CKD is associated with increased cardiovascular events, cognitive impairment, fatigue, and reduced quality of life.

Optimal hemoglobin maintenance of 110-130 g/L in CKD stages 3-4 demonstrates protective effects in delaying disease progression. [17] Anemia determinants in CKD include comorbidities such as diabetes, prolonged dialysis duration, declining kidney function, and biomarkers including ferritin and inflammatory markers. [18]

Cognitive Impairment and Neuropsychiatric Complications

Cognitive impairment is increasingly recognized as a significant complication of CKD, with prevalence increasing substantially with declining kidney function.[19] The prevalence of cognitive impairment reaches approximately 10% at eGFR ≥60 mL/min/1.73m², 47.3% at eGFR 60-30 mL/min/1.73m², and 60.6% at eGFR <30 ml min 1.73m². t2dm, cardiovascular diseases, cerebrovascular and lower education emerge as strong predictors of cognitive decline risk, with odds ratios 1.55, 1.63, 1.95, 2.59, respectively.[20]

Depression and anxiety disorders occur with significantly elevated prevalence in CKD populations, with vitamin D deficiency identified as an independent risk factor. CKD patients with vitamin D deficiency demonstrate a hazard ratio of 1.929 for major depression at one-year follow-up compared to those with adequate vitamin D levels, with this association persisting through three years of follow-up.[21]

Sarcopenia and Muscle Wasting

Sarcopenia, defined by reduced skeletal muscle mass, strength, and physical performance, develops in 5-15% of non-dialysis CKD patients and 45-77% of dialysis patients depending on diagnostic criteria applied.[x]

CKD-related sarcopenia results from accelerated protein catabolism, inadequate nutritional intake, physical inactivity, and chronic inflammation. The triglyceride-glucose index, a marker of insulin resistance, is positively associated with sarcopenia risk in CKD patients, with 3-4 fold increased sarcopenia risk in highest versus lowest TyG quartile groups.[x]

Sarcopenia in CKD is associated with poor physical function, increased fall risk, fractures, reduced quality of life, and higher mortality rates. Polypharmacy and hyperpolypharmacy are independently associated with low muscle strength in dialysis patients.[24]

Causes

What are the current causal theories of Chronic Kidney Disease?

Associated ConditionsSystemic Complications of Chronic Kidney Disease

Metabolic Endotoxemia Theory
Chronic lipopolysaccharide (LPS) translocation from dysbiotic gram-negative bacteria into systemic circulation induces persistent low-grade endotoxemia characterized by elevated circulating lipopolysaccharide-binding protein and soluble CD14 levels. This systemic endotoxemia drives chronic inflammation through TLR4 activation on macrophages and endothelial cells, directly contributing to obesity-associated metabolic dysfunction, insulin resistance, and accelerated CKD progression independent of baseline kidney function.[25]

These interconnected mechanisms collectively establish that dysbiosis and aberrant microbial metabolite production represent central drivers of CKD pathophysiology, positioning microbiota-targeted interventions as promising therapeutic avenues for slowing disease progression and reducing complication burden across CKD populations. [26]
The dysbiosis-uremic toxin hypothesis
The dysbiosis-uremic toxin hypothesis posits that dysbiotic microbiota dysregulation represents a primary driver of CKD progression and associated systemic complications through generation of protein-derived uremic toxins. [27]

In this mechanistic model, impaired renal function reduces uremic toxin clearance, creating a permissive uremic milieu that selectively favors growth of dysbiotic bacteria capable of producing indoxyl sulfate (IS), p-cresyl sulfate (pCS), and other protein-bound uremic toxins while suppressing short-chain fatty acid-producing commensals.[28]

These dysbiotic metabolites accumulate systemically, perpetuating a vicious cycle where uremic toxins further damage intestinal barrier integrity, promote pathogenic bacterial bloom, and accelerate both renal function decline and systemic complications including cardiovascular disease, neuroinflammation, and oxidative stress damage to peripheral nerves. [29]
Metallomic Dysbiosis Axis in CKDhypothesis The Metallomic Dysbiosis Axis in CKD hypothesis
extends beyond traditional uremic toxin mechanisms by proposing that toxic metal accumulation in CKD creates selective environmental pressure favoring metal-resistant dysbiotic bacteria while suppressing metal-sensitive beneficial commensals. Elevated uremic concentrations of cadmium and lead that reach the intestinal lumen through enterohepatic circulation activate bacterial metal efflux pump expression and metallothionein production, with metal-resistant Enterobacteriaceae expanding while short-chain fatty acid-producing bacteria are suppressed. [30]

This dysbiotic expansion is compounded by metal-induced oxidative damage to intestinal epithelial cells, creating synergistic barrier dysfunction that promotes bacterial translocation independent of traditional dysbiotic lipopolysaccharide and uremic toxin effects. Studies characterizing the CKD microbiota have identified lead and arsenic-resistant bacteria as dominant genera in stage 3 CKD patients, with multiple antibiotic and metal resistance genetic markers including cadA and arsC genes, suggesting that metal selective pressure directly shapes dysbiotic composition.[31]
The essential metal deficiency hypothesis
The essential metal deficiency hypothesis proposes that dysbiosis-driven impairment of metal-dependent bacterial metabolism contributes to systemic complications in CKD through dual mechanisms of reduced essential metal bioavailability and dysbiotic-mediated dysregulation of metal-dependent biochemical pathways [8]. Dysbiotic microbiota exhibit reduced zinc-dependent antimicrobial peptide production and dysregulated zinc-dependent tight junction protein expression (claudin-1, ZO-1), directly impairing intestinal barrier integrity independent of systemic zinc status.[32]

Zinc homeostasis in intestinal epithelial cells is critical for maintaining host-microbiome symbiosis; dysbiotic dysregulation of zinc transporters compromises both barrier function and the capacity of specialized Paneth cells to produce antimicrobial defenses, thereby facilitating bacterial translocation and perpetuating systemic inflammation.[33]

The trimethylamine-N-oxide (TMAO) hypothesis
The trimethylamine-N-oxide (TMAO) hypothesis proposes that dysbiotic-mediated production of TMAO from dietary choline and L-carnitine represents a key mechanistic link between dysbiosis and cardiovascular complications in CKD.[34] [21].

In healthy individuals, intestinal bacteria generate trimethylamine from dietary precursors, which undergoes hepatic oxidation to TMAO; however, dysbiotic microbiota exhibit altered TMAO production rates and modified microbial metabolic capacity.[35]

Elevated TMAO concentrations in CKD inhibit cholesterol reverse transport, promote platelet aggregation and thrombosis, induce endothelial dysfunction through oxidative mechanisms, and activate sterile inflammation through NLRP3-inflammasome-dependent pathways, thereby substantially contributing to the 10-20 fold increased cardiovascular mortality observed in CKD populations.[36]

TMAO additionally promotes vascular stiffness and reduced arterial compliance, key mechanisms by which CKD patients develop left ventricular hypertrophy and heart failure independent of traditional hypertension severity.[37]

Renin-Angiotensin-Aldosterone System (RAAS) DysregulationHypothesis

Dysbiosis impairs microbial production of ACE2-activating metabolites and dysbiotic-derived metabolites promote angiotensin II-mediated renal injury through enhanced TGF-β signaling. [38][39]

In healthy individuals, commensal bacteria produce metabolites that promote intestinal and systemic ACE2 expression; dysbiotic microbiota fail to produce these metabolites, reducing ACE2 availability and allowing unopposed angiotensin II accumulation.[40]

Dysbiotic-derived lipopolysaccharides directly impair renal AMPK signaling through TLR4 activation, reducing AMP-dependent protein kinase-mediated inhibition of mTOR pathway and promoting fibrotic signaling through dysregulated metabolic sensing. [41]

Additionally, dysbiotic dysregulation of secondary bile acid-mediated TGR5 signaling reduces renal AMPK activation and G-protein coupled receptor signaling, promoting intrarenal inflammation and fibrotic responses. [42]

These interconnected dysbiotic effects on RAS dysregulation directly contribute to progressive renal dysfunction through enhanced vasoconstriction, sodium retention, and pathogenic cardiac and renal vascular remodeling.
The tryptophan-aryl hydrocarbon receptor (AhR) axis dysfunction theory 

The tryptophan-aryl hydrocarbon receptor (AhR) axis dysfunction theory proposes that dysbiosis-mediated loss of tryptophan-metabolizing bacteria reduces production of AhR-activating metabolites (indole-3-aldehyde, indole-3-propionic acid, kynurenine) that normally support intestinal IL-22-producing immune responses and maintain mucosal immunity. [x] [35].

Dysbiotic microbiota demonstrate reduced tryptophanase and other tryptophan-metabolizing enzyme expression, creating deficiency in AhR ligands that ordinarily activate group 3 innate lymphoid cells (ILC3) to produce IL-22, a critical cytokine maintaining intestinal epithelial barrier integrity and antimicrobial peptide production. [x] [27].

This AhR-axis dysregulation in dysbiotic CKD populations contributes to increased intestinal permeability, bacterial translocation, loss of neuroprotective metabolites that normally support blood-brain barrier integrity, and reduced capacity for intestinal antimicrobial defense against pathogenic blooms, ultimately exacerbating both renal disease progression and the neuropsychiatric complications characteristic of advanced CKD.


[x]

Associated ConditionsSystemic Complications of Chronic Kidney Disease
Cardiovascular DiseaseCardiovascular disease is the leading cause of morbidity and mortality in CKD, which independently increases the risk of atherosclerotic disease, hypertension, left ventricular hypertrophy, heart failure, and sudden cardiac death. [43]

These complications arise through a combination of traditional risk factors and CKD-specific drivers that include uremic toxin accumulation, mineral bone disorder, vascular calcification, and systemic inflammation. [44]

Mortality risk is markedly elevated, with patients in CKD stages 4-5 experiencing a 10 to 20-fold higher cardiovascular death rate than age-matched controls, and cardiovascular events frequently occurring even without obstructive coronary disease. Cardiac remodeling in CKD is mediated through neurohormonal activation, sympathetic dysregulation, mitochondrial dysfunction, and oxidative stress. [45]

Silent myocardial ischemia affects roughly 37 to 40 percent of CKD stage 3-5 patients and correlates with age, diabetes, left ventricular hypertrophy, and increased parathyroid hormone concentrations. Left ventricular hypertrophy is present in 70 to 80 percent of CKD patients and constitutes a major independent determinant of cardiovascular risk.[46]
Type 2 DiabetesType 2 diabetes mellitus and metabolic dysfunction occur with markedly elevated prevalence in CKD populations, with approximately 30-40% of CKD patients having underlying diabetes as either primary or concurrent disease. [47]

Conversely, CKD substantially increases diabetes incidence and accelerates progression of hyperglycemia toward insulin resistance, with dysbiosis-mediated changes in glucose metabolism and incretin signaling contributing to metabolic dysfunction independent of baseline glycemic control. [48]

Dysbiosis reduces short-chain fatty acid (SCFA) production, impairing GPR41/GPR43 signaling necessary for maintaining glucose homeostasis and insulin sensitivity.
Insulin resistance plays a central role in both CKD pathogenesis and progression of metabolic complications.[49]
Bone and mineral metabolism disorders Bone and mineral metabolism disorders (CKD-mineral bone disorder, CKD-MBD) affect >80% of CKD stage 4-5 patients, encompassing secondary hyperparathyroidism, phosphate retention, vitamin D deficiency, vascular calcification, and adynamic bone disease. [50] These complications result from impaired renal phosphate excretion, altered fibroblast growth factor 23 (FGF23) signaling, disrupted parathyroid hormone responsiveness, and dysbiosis-mediated dysregulation of mineral-sensing pathways. [8] CKD-MBD increases fracture risk, impairs fracture healing, and independently predicts cardiovascular events and mortality in CKD populations.
Adynamic bone disorder, defined by reduced bone turnover with low parathyroid hormone levels, develops in a substantial proportion of advanced CKD patients and is induced by medications such as calcimimetics and high-dose vitamin D analogs.[52] Uremic toxins like indoxyl sulfate contribute to PTH hyporesponsiveness, exacerbating bone turnover abnormalities. Vascular calcification represents a distinct manifestation of CKD-MBD that is associated with increased cardiovascular events and mortality independent of bone mineral density measurements.
Anemia and Hematologic ComplicationsAnemia is highly prevalent in CKD, affecting approximately 30-40% of stage 3-5 patients and more than 60% of dialysis patients, resulting from decreased erythropoietin production, uremic toxin accumulation, and chronic inflammation. [53].

The prevalence and severity of CKD-related anemia increase progressively with declining kidney function, with hemoglobin levels and hematocrit inversely correlated with CKD progression risk. [54]Anemia in CKD is associated with increased cardiovascular events, cognitive impairment, fatigue, and reduced quality of life.

Optimal hemoglobin maintenance of 110-130 g/L in CKD stages 3-4 demonstrates protective effects in delaying disease progression. [55] Anemia determinants in CKD include comorbidities such as diabetes, prolonged dialysis duration, declining kidney function, and biomarkers including ferritin and inflammatory markers. [56]
[x]
Cognitive Impairment and Neuropsychiatric Complications
Sarcopenia and Muscle Wasting
Chronic Infections and Immunologic Dysfunction

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Gut microbiome alterations precede graft rejection in kidney transplantation patients

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Toxic microbiome and progression of chronic kidney disease: insights from a longitudinal CKD-Microbiome Study

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Dietary composition modulate gut microbiota and related biomarkers in patients with chronic kidney disease

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Exploring the Relevance between Gut Microbiota-Metabolites Profile and Chronic Kidney Disease with Distinct Pathogenic Factor

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Alterations of gut microbes and their correlation with clinical features in middle and end-stages chronic kidney disease

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Inflammation in Children with CKD Linked to Gut Dysbiosis and Metabolite Imbalance

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Metagenomic profiling of gut microbiome in early chronic kidney disease

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Differences in gut microbiota structure in patients with stages 4-5 chronic kidney disease

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Alterations of the Human Gut Microbiome in Chronic Kidney Disease

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Altered gut microbiota and microbial biomarkers associated with chronic kidney disease

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Blood Microbiome Profile in CKD : A Pilot Study

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Alterations to the Gut Microbiota and Their Correlation With Inflammatory Factors in Chronic Kidney Disease

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Carious status and supragingival plaque microbiota in hemodialysis patients

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Intestinal microbiota in pediatric patients with end stage renal disease: a Midwest Pediatric Nephrology Consortium study

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Update History

2025-11-25 19:11:11

Chronic Kidney Disease (CKD) major

published

Anemia

Anemia is a reduction in red blood cells or hemoglobin, often influenced by the gut microbiome's impact on nutrient absorption.

Short-chain Fatty Acids (SCFAs)

Short-chain fatty acids are microbially derived metabolites that regulate epithelial integrity, immune signaling, and microbial ecology. Their production patterns and mechanistic roles provide essential functional markers within microbiome signatures and support the interpretation of MBTIs, MMAs, and systems-level microbial shifts across clinical conditions.

Anemia

Anemia is a reduction in red blood cells or hemoglobin, often influenced by the gut microbiome's impact on nutrient absorption.

Short-chain Fatty Acids (SCFAs)

Short-chain fatty acids are microbially derived metabolites that regulate epithelial integrity, immune signaling, and microbial ecology. Their production patterns and mechanistic roles provide essential functional markers within microbiome signatures and support the interpretation of MBTIs, MMAs, and systems-level microbial shifts across clinical conditions.

Anemia

Anemia is a reduction in red blood cells or hemoglobin, often influenced by the gut microbiome's impact on nutrient absorption.

References

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  2. Dietary Intake and Gut Microbiome in Chronic Kidney Disease.. J. Kemp, M. Ribeiro, N. Borges, L. Cardozo, D. Fouque, and D. Mafra,. (American Society of Nephrology. Clinical Journal, Mar. 2025)
  3. Gut Microbiome in Patients with Chronic Kidney Disease Stages 4 and 5: A Systematic Literature Review. I. L. Suliman et al.. (International Journal of Molecular Sciences, Nov. 2025)
  4. Toxic microbiome and progression of chronic kidney disease: insights from a longitudinal CKD-Microbiome Study. M. Laiola et al.. (Gut, Jun. 2025)
  5. Gut Microbiota in Cardiovascular Health and Disease. W. h. W. Tang, T. Kitai, and S. L. Hazen.. (Lippincott Williams & Wilkins, Mar. 2017.)
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  7. Renal-Cardiac Crosstalk in the Pathogenesis and Progression of Heart Failure.. Noels H, van der Vorst EPC, Rubin S, Emmett A, Marx N, Tomaszewski M, Jankowski J.. (Circ Res. 2025 May 23;136(11):1306-1334.)
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  10. Gut Microbiota and Short Chain Fatty Acids: Implications in Glucose Homeostasis.. Portincasa, P., Bonfrate, L., Vacca, M., De Angelis, M., Farella, I., Lanza, E., Khalil, M., Wang, D. Q.-H., Sperandio, M., & Di Ciaula, A.. (International Journal of Molecular Sciences, 23(3), 1105. (2022))
  11. The crucial role and mechanism of insulin resistance in metabolic disease.. Zhao X, An X, Yang C, Sun W, Ji H, Lian F.. (Front Endocrinol (Lausanne). 2023 Mar 28;14:1149239.)
  12. Adynamic bone disorder in chronic kidney disease: meta-analysis and narrative review of potential biomarkers as diagnosis and therapeutic targets.. Chao CT, Hou YC, Liao MT, Tsai KW, Hung KC, Shih LJ, Lu KC.. (Ren Fail. 2025 Dec;47(1):2530162.)
  13. Inflammation-Related Mechanisms in Chronic Kidney Disease Prediction, Progression, and Outcome.. Mihai S, Codrici E, Popescu ID, Enciu AM, Albulescu L, Necula LG, Mambet C, Anton G, Tanase C.. (J Immunol Res. 2018 Sep 6;2018:2180373.)
  14. Adynamic bone disorder in chronic kidney disease: meta-analysis and narrative review of potential biomarkers as diagnosis and therapeutic targets.. Chao CT, Hou YC, Liao MT, Tsai KW, Hung KC, Shih LJ, Lu KC.. (Ren Fail. 2025 Dec;47(1):2530162.)
  15. Global, regional and national epidemiology of anemia attributable to chronic kidney disease, 1990-2021.. Liu W, Gu W, Chen J, Wang R, Shen Y, Lu Z, Zhang L.. (Clin Kidney J. 2025 May 19;18(5):sfaf138.)
  16. Time-updated patterns of hemoglobin and hematocrit and the risk of CKD progression.. Fu LZ, Chen HF, Shen YH, Zhang XL, Tang F, Hu XX, Liu ZJ, Ouyang WW, Liu XS, Wu YF.. (Front Endocrinol (Lausanne). 2025 Oct 30;16:1642307.)
  17. Time-updated patterns of hemoglobin and hematocrit and the risk of CKD progression.. Fu LZ, Chen HF, Shen YH, Zhang XL, Tang F, Hu XX, Liu ZJ, Ouyang WW, Liu XS, Wu YF.. (Front Endocrinol (Lausanne). 2025 Oct 30;16:1642307.)
  18. Determinants of Anemia Among Patients with Chronic Kidney Disease: A Systematic Review of Empirical Evidence.. Prapaiwong P, Ruksakulpiwat S, Jariyasakulwong P, Kasetkala P, Puwarawuttipanit W, Pongsuwun K.. (J Multidiscip Healthc. 2025 Jun 28;18:3765-3780.)
  19. Kidney function and cognitive impairment: a systematic review and meta-analysis.. Pei X, Bakerally NB, Wang Z, Bo Y, Ma Y, Yong Z, Zhu S, Gao F, Bei Z, Zhao W.. (Ren Fail. 2025 Dec;47(1):2463565.)
  20. Kidney function and cognitive impairment: a systematic review and meta-analysis.. Pei X, Bakerally NB, Wang Z, Bo Y, Ma Y, Yong Z, Zhu S, Gao F, Bei Z, Zhao W.. (Ren Fail. 2025 Dec;47(1):2463565.)
  21. Association between vitamin D deficiency and major depression in patients with chronic kidney disease: a cohort study.. Chen IW, Wang WT, Lai YC, Chang YJ, Lin YT, Hung KC.. (Front Nutr. 2025 Jan 27;12:1540633.)
  22. Association between triglyceride-glucose index and sarcopenia in patients with chronic kidney disease.. Zhang Y, Zhang F, Li W.. (Front Endocrinol (Lausanne). 2025 Sep 18;16:1626241.)
  23. Association between triglyceride-glucose index and sarcopenia in patients with chronic kidney disease.. Zhang Y, Zhang F, Li W.. (Front Endocrinol (Lausanne). 2025 Sep 18;16:1626241.)
  24. Polypharmacy and sarcopenia in patients on hemodialysis: results from the SARC-HD study.. Duarte MP, Marinheiro NP, Junior OQ, Nóbrega OT, Roure JG, Vieira FA, Santana JF, Silva MZC, Mondini DR, Disessa HS, Adamoli AN, Bündchen DC, Soares AV, Krug RR, Bohlke M, Inda-Filho AJ, Reboredo MM, Wesley M, Ribeiro HS; SARC-HD Study Group.. (Aging Clin Exp Res. 2025 Jun 18;37(1):189.)
  25. CONNECT Action (Cognitive Decline in Nephro-Neurology European Cooperative Target) collaborators. The role of the intestinal microbiome in cognitive decline in patients with kidney disease.. Wagner CA, Frey-Wagner I, Ortiz A, Unwin R, Liabeuf S, Suzumoto Y, Iervolino A, Stasi A, Di Marzo V, Gesualdo L, Massy ZA;. (Nephrol Dial Transplant. 2025 Mar 13;40(Supplement_2):ii4-ii17.)
  26. Toxic microbiome and progression of chronic kidney disease: insights from a longitudinal CKD-microbiome study.. Szeto CC, Ng JKC.. (Gut. 2025 Jun 5:gutjnl-2025-335600.)
  27. Aberrant gut microbiota alters host metabolome and impacts renal failure in humans and rodents.. Wang X, Yang S, Li S, Zhao L, Hao Y, Qin J, Zhang L, Zhang C, Bian W, Zuo L, Gao X, Zhu B, Lei XG, Gu Z, Cui W, Xu X, Li Z, Zhu B, Li Y, Chen S, Guo H, Zhang H, Sun J, Zhang M, Hui Y, Zhang X, Liu X, Sun B, Wang L, Qiu Q, Zhang Y, Li X, Liu W, Xue R, Wu H, Shao D, Li J, Zhou Y, Li S, Yang R, Pedersen OB, Yu Z, Ehrlich SD, Ren F.. (Gut. 2020 Dec;69(12):2131-2142.)
  28. Toxic microbiome and progression of chronic kidney disease: insights from a longitudinal CKD-microbiome study.. Szeto CC, Ng JKC.. (Gut. 2025 Jun 5:gutjnl-2025-335600.)
  29. The Effects of Indoxyl Sulfate and Oxidative Stress on the Severity of Peripheral Nerve Dysfunction in Patients with Chronic Kidney Diseases.. Lai YR, Cheng BC, Lin CN, Chiu WC, Lin TY, Chiang HC, Kuo CA, Huang CC, Lu CH.. (Antioxidants (Basel). 2022 Nov 28;11(12):2350.)
  30. Major heavy metals and human gut microbiota composition: a systematic review with nutritional approach.. Rezazadegan M, Forootani B, Hoveyda Y, Rezazadegan N, Amani R.. (J Health Popul Nutr. 2025 Jan 27;44(1):21.)
  31. Characterization of metal(loid)s and antibiotic resistance in bacteria of human gut microbiota from chronic kidney disease subjects.. Miranda MV, González FC, Paredes-Godoy OS, Maulén MA, Vásquez CC, Díaz-Vásquez WA.. (Biol Res. 2022 Jun 17;55(1):23.)
  32. The influence of gut microbiota on the gut-brain-kidney axis and its implications for chronic kidney disease.. Zhu J, Fu Y, Olovo CV, Xu J, Wu Q, Wei W, Jiang K, Zheng X.. (Front Microbiol. 2025 Jul 9;16:1535356.)
  33. Intestinal Epithelial Cell Intrinsic Zinc Homeostasis is Critical for Host-Microbiome Symbiosis.. Rebecca Yunker, Geon Goo Han, Hien Luong, Shipra Vaishnava.. (The Journal of Immunology, Volume 210, Issue Supplement_1, May 2023, Page 82.18)
  34. The gut microbial metabolite trimethylamine N-oxide and cardiovascular diseases.. Zhen J, Zhou Z, He M, Han HX, Lv EH, Wen PB, Liu X, Wang YT, Cai XC, Tian JQ, Zhang MY, Xiao L, Kang XX.. (Front Endocrinol (Lausanne). 2023 Feb 7;14:1085041.)
  35. Implication of Trimethylamine N-Oxide (TMAO) in Disease: Potential Biomarker or New Therapeutic Target.. Janeiro MH, Ramírez MJ, Milagro FI, Martínez JA, Solas M.. (Nutrients. 2018 Oct 1;10(10):1398.)
  36. The gut microbial metabolite trimethylamine N-oxide and cardiovascular diseases.. Zhen J, Zhou Z, He M, Han HX, Lv EH, Wen PB, Liu X, Wang YT, Cai XC, Tian JQ, Zhang MY, Xiao L, Kang XX.. (Front Endocrinol (Lausanne). 2023 Feb 7;14:1085041.)
  37. Renal-Cardiac Crosstalk in the Pathogenesis and Progression of Heart Failure.. N. H et al.. (Circulation Research. 2025;136(11):1306-1334.)
  38. Gut Microbiome in Patients with Chronic Kidney Disease Stages 4 and 5: A Systematic Literature Review.. Suliman IL, Panculescu FG, Fasie D, Cimpineanu B, Alexandru A, Gafar N, Popescu S, Nitu TS, Enache FD, Chisnoiu T, Cozaru GC, Tuta LA.. (Int J Mol Sci. 2025 Nov 3;26(21):10706.)
  39. Therapeutic Potential of Gut Microbiota in Hypertension: Mechanisms of Immune Modulation and Inflammation.. A. Meiliana, N. M. Dewi, and A. Wijaya.. (Indonesian Biomedical Journal, Aug. 2025.)
  40. Gut Microbiome in Patients with Chronic Kidney Disease Stages 4 and 5: A Systematic Literature Review.. Suliman IL, Panculescu FG, Fasie D, Cimpineanu B, Alexandru A, Gafar N, Popescu S, Nitu TS, Enache FD, Chisnoiu T, Cozaru GC, Tuta LA.. (Int J Mol Sci. 2025 Nov 3;26(21):10706.)
  41. Gut microbiota-derived short-chain fatty acids mediate the antifibrotic effects of traditional Chinese medicine in diabetic nephropathy.. Jiang H, Wang X, Zhou W, Huang Z, Zhang W.. (Front Endocrinol (Lausanne). 2025 Sep 19;16:1643515.)
  42. Dysregulated bile acid metabolism as a novel player in gout progression: emerging therapeutic strategies.. Sun H, Yang L, Sun Y, Zhang X, Sun X, Zhao X, Sun H, Zhang Q, Yan G, Wang X.. (Front Endocrinol (Lausanne). 2025 Nov 3;16:1676017.)
  43. Gut Microbiota in Cardiovascular Health and Disease. W. h. W. Tang, T. Kitai, and S. L. Hazen.. (Lippincott Williams & Wilkins, Mar. 2017.)
  44. Cardiovascular disease in chronic kidney disease.. Marx-Schütt K, Cherney DZI, Jankowski J, Matsushita K, Nardone M, Marx N.. (Eur Heart J. 2025 Jun 16;46(23):2148-2160.)
  45. Renal-Cardiac Crosstalk in the Pathogenesis and Progression of Heart Failure.. Noels H, van der Vorst EPC, Rubin S, Emmett A, Marx N, Tomaszewski M, Jankowski J.. (Circ Res. 2025 May 23;136(11):1306-1334.)
  46. Silent Myocardial Ischemia in CKD Stage 3-5: Prevalence and Predictors.. Ali WB, Tariq T, Raashid Sidhu A, Anan S, Jannat S, Tayyab M, Ahmad M, Mushtaq U.. (Cureus. 2025 Sep 11;17(9):e92107.)
  47. The crucial role and mechanism of insulin resistance in metabolic disease.. Zhao X, An X, Yang C, Sun W, Ji H, Lian F.. (Front Endocrinol (Lausanne). 2023 Mar 28;14:1149239.)
  48. Gut Microbiota and Short Chain Fatty Acids: Implications in Glucose Homeostasis.. Portincasa, P., Bonfrate, L., Vacca, M., De Angelis, M., Farella, I., Lanza, E., Khalil, M., Wang, D. Q.-H., Sperandio, M., & Di Ciaula, A.. (International Journal of Molecular Sciences, 23(3), 1105. (2022))
  49. The crucial role and mechanism of insulin resistance in metabolic disease.. Zhao X, An X, Yang C, Sun W, Ji H, Lian F.. (Front Endocrinol (Lausanne). 2023 Mar 28;14:1149239.)
  50. Adynamic bone disorder in chronic kidney disease: meta-analysis and narrative review of potential biomarkers as diagnosis and therapeutic targets.. Chao CT, Hou YC, Liao MT, Tsai KW, Hung KC, Shih LJ, Lu KC.. (Ren Fail. 2025 Dec;47(1):2530162.)
  51. Inflammation-Related Mechanisms in Chronic Kidney Disease Prediction, Progression, and Outcome.. Mihai S, Codrici E, Popescu ID, Enciu AM, Albulescu L, Necula LG, Mambet C, Anton G, Tanase C.. (J Immunol Res. 2018 Sep 6;2018:2180373.)
  52. Adynamic bone disorder in chronic kidney disease: meta-analysis and narrative review of potential biomarkers as diagnosis and therapeutic targets.. Chao CT, Hou YC, Liao MT, Tsai KW, Hung KC, Shih LJ, Lu KC.. (Ren Fail. 2025 Dec;47(1):2530162.)
  53. Global, regional and national epidemiology of anemia attributable to chronic kidney disease, 1990-2021.. Liu W, Gu W, Chen J, Wang R, Shen Y, Lu Z, Zhang L.. (Clin Kidney J. 2025 May 19;18(5):sfaf138.)
  54. Time-updated patterns of hemoglobin and hematocrit and the risk of CKD progression.. Fu LZ, Chen HF, Shen YH, Zhang XL, Tang F, Hu XX, Liu ZJ, Ouyang WW, Liu XS, Wu YF.. (Front Endocrinol (Lausanne). 2025 Oct 30;16:1642307.)
  55. Time-updated patterns of hemoglobin and hematocrit and the risk of CKD progression.. Fu LZ, Chen HF, Shen YH, Zhang XL, Tang F, Hu XX, Liu ZJ, Ouyang WW, Liu XS, Wu YF.. (Front Endocrinol (Lausanne). 2025 Oct 30;16:1642307.)
  56. Determinants of Anemia Among Patients with Chronic Kidney Disease: A Systematic Review of Empirical Evidence.. Prapaiwong P, Ruksakulpiwat S, Jariyasakulwong P, Kasetkala P, Puwarawuttipanit W, Pongsuwun K.. (J Multidiscip Healthc. 2025 Jun 28;18:3765-3780.)

J. Kemp, M. Ribeiro, N. Borges, L. Cardozo, D. Fouque, and D. Mafra,

Dietary Intake and Gut Microbiome in Chronic Kidney Disease.

American Society of Nephrology. Clinical Journal, Mar. 2025

I. L. Suliman et al.

Gut Microbiome in Patients with Chronic Kidney Disease Stages 4 and 5: A Systematic Literature Review

International Journal of Molecular Sciences, Nov. 2025

W. h. W. Tang, T. Kitai, and S. L. Hazen.

Gut Microbiota in Cardiovascular Health and Disease

Lippincott Williams & Wilkins, Mar. 2017.

Marx-Schütt K, Cherney DZI, Jankowski J, Matsushita K, Nardone M, Marx N.

Cardiovascular disease in chronic kidney disease.

Eur Heart J. 2025 Jun 16;46(23):2148-2160.

Noels H, van der Vorst EPC, Rubin S, Emmett A, Marx N, Tomaszewski M, Jankowski J.

Renal-Cardiac Crosstalk in the Pathogenesis and Progression of Heart Failure.

Circ Res. 2025 May 23;136(11):1306-1334.

Ali WB, Tariq T, Raashid Sidhu A, Anan S, Jannat S, Tayyab M, Ahmad M, Mushtaq U.

Silent Myocardial Ischemia in CKD Stage 3-5: Prevalence and Predictors.

Cureus. 2025 Sep 11;17(9):e92107.

Zhao X, An X, Yang C, Sun W, Ji H, Lian F.

The crucial role and mechanism of insulin resistance in metabolic disease.

Front Endocrinol (Lausanne). 2023 Mar 28;14:1149239.

Portincasa, P., Bonfrate, L., Vacca, M., De Angelis, M., Farella, I., Lanza, E., Khalil, M., Wang, D. Q.-H., Sperandio, M., & Di Ciaula, A.

Gut Microbiota and Short Chain Fatty Acids: Implications in Glucose Homeostasis.

International Journal of Molecular Sciences, 23(3), 1105. (2022)

Zhao X, An X, Yang C, Sun W, Ji H, Lian F.

The crucial role and mechanism of insulin resistance in metabolic disease.

Front Endocrinol (Lausanne). 2023 Mar 28;14:1149239.

Mihai S, Codrici E, Popescu ID, Enciu AM, Albulescu L, Necula LG, Mambet C, Anton G, Tanase C.

Inflammation-Related Mechanisms in Chronic Kidney Disease Prediction, Progression, and Outcome.

J Immunol Res. 2018 Sep 6;2018:2180373.

Liu W, Gu W, Chen J, Wang R, Shen Y, Lu Z, Zhang L.

Global, regional and national epidemiology of anemia attributable to chronic kidney disease, 1990-2021.

Clin Kidney J. 2025 May 19;18(5):sfaf138.

Fu LZ, Chen HF, Shen YH, Zhang XL, Tang F, Hu XX, Liu ZJ, Ouyang WW, Liu XS, Wu YF.

Time-updated patterns of hemoglobin and hematocrit and the risk of CKD progression.

Front Endocrinol (Lausanne). 2025 Oct 30;16:1642307.

Fu LZ, Chen HF, Shen YH, Zhang XL, Tang F, Hu XX, Liu ZJ, Ouyang WW, Liu XS, Wu YF.

Time-updated patterns of hemoglobin and hematocrit and the risk of CKD progression.

Front Endocrinol (Lausanne). 2025 Oct 30;16:1642307.

Prapaiwong P, Ruksakulpiwat S, Jariyasakulwong P, Kasetkala P, Puwarawuttipanit W, Pongsuwun K.

Determinants of Anemia Among Patients with Chronic Kidney Disease: A Systematic Review of Empirical Evidence.

J Multidiscip Healthc. 2025 Jun 28;18:3765-3780.

Pei X, Bakerally NB, Wang Z, Bo Y, Ma Y, Yong Z, Zhu S, Gao F, Bei Z, Zhao W.

Kidney function and cognitive impairment: a systematic review and meta-analysis.

Ren Fail. 2025 Dec;47(1):2463565.

Pei X, Bakerally NB, Wang Z, Bo Y, Ma Y, Yong Z, Zhu S, Gao F, Bei Z, Zhao W.

Kidney function and cognitive impairment: a systematic review and meta-analysis.

Ren Fail. 2025 Dec;47(1):2463565.

Chen IW, Wang WT, Lai YC, Chang YJ, Lin YT, Hung KC.

Association between vitamin D deficiency and major depression in patients with chronic kidney disease: a cohort study.

Front Nutr. 2025 Jan 27;12:1540633.

Zhang Y, Zhang F, Li W.

Association between triglyceride-glucose index and sarcopenia in patients with chronic kidney disease.

Front Endocrinol (Lausanne). 2025 Sep 18;16:1626241.

Zhang Y, Zhang F, Li W.

Association between triglyceride-glucose index and sarcopenia in patients with chronic kidney disease.

Front Endocrinol (Lausanne). 2025 Sep 18;16:1626241.

Duarte MP, Marinheiro NP, Junior OQ, Nóbrega OT, Roure JG, Vieira FA, Santana JF, Silva MZC, Mondini DR, Disessa HS, Adamoli AN, Bündchen DC, Soares AV, Krug RR, Bohlke M, Inda-Filho AJ, Reboredo MM, Wesley M, Ribeiro HS; SARC-HD Study Group.

Polypharmacy and sarcopenia in patients on hemodialysis: results from the SARC-HD study.

Aging Clin Exp Res. 2025 Jun 18;37(1):189.

Wagner CA, Frey-Wagner I, Ortiz A, Unwin R, Liabeuf S, Suzumoto Y, Iervolino A, Stasi A, Di Marzo V, Gesualdo L, Massy ZA;

CONNECT Action (Cognitive Decline in Nephro-Neurology European Cooperative Target) collaborators. The role of the intestinal microbiome in cognitive decline in patients with kidney disease.

Nephrol Dial Transplant. 2025 Mar 13;40(Supplement_2):ii4-ii17.

Wang X, Yang S, Li S, Zhao L, Hao Y, Qin J, Zhang L, Zhang C, Bian W, Zuo L, Gao X, Zhu B, Lei XG, Gu Z, Cui W, Xu X, Li Z, Zhu B, Li Y, Chen S, Guo H, Zhang H, Sun J, Zhang M, Hui Y, Zhang X, Liu X, Sun B, Wang L, Qiu Q, Zhang Y, Li X, Liu W, Xue R, Wu H, Shao D, Li J, Zhou Y, Li S, Yang R, Pedersen OB, Yu Z, Ehrlich SD, Ren F.

Aberrant gut microbiota alters host metabolome and impacts renal failure in humans and rodents.

Gut. 2020 Dec;69(12):2131-2142.

Lai YR, Cheng BC, Lin CN, Chiu WC, Lin TY, Chiang HC, Kuo CA, Huang CC, Lu CH.

The Effects of Indoxyl Sulfate and Oxidative Stress on the Severity of Peripheral Nerve Dysfunction in Patients with Chronic Kidney Diseases.

Antioxidants (Basel). 2022 Nov 28;11(12):2350.

Rezazadegan M, Forootani B, Hoveyda Y, Rezazadegan N, Amani R.

Major heavy metals and human gut microbiota composition: a systematic review with nutritional approach.

J Health Popul Nutr. 2025 Jan 27;44(1):21.

Miranda MV, González FC, Paredes-Godoy OS, Maulén MA, Vásquez CC, Díaz-Vásquez WA.

Characterization of metal(loid)s and antibiotic resistance in bacteria of human gut microbiota from chronic kidney disease subjects.

Biol Res. 2022 Jun 17;55(1):23.

Zhu J, Fu Y, Olovo CV, Xu J, Wu Q, Wei W, Jiang K, Zheng X.

The influence of gut microbiota on the gut-brain-kidney axis and its implications for chronic kidney disease.

Front Microbiol. 2025 Jul 9;16:1535356.

Rebecca Yunker, Geon Goo Han, Hien Luong, Shipra Vaishnava.

Intestinal Epithelial Cell Intrinsic Zinc Homeostasis is Critical for Host-Microbiome Symbiosis.

The Journal of Immunology, Volume 210, Issue Supplement_1, May 2023, Page 82.18

Zhen J, Zhou Z, He M, Han HX, Lv EH, Wen PB, Liu X, Wang YT, Cai XC, Tian JQ, Zhang MY, Xiao L, Kang XX.

The gut microbial metabolite trimethylamine N-oxide and cardiovascular diseases.

Front Endocrinol (Lausanne). 2023 Feb 7;14:1085041.

Janeiro MH, Ramírez MJ, Milagro FI, Martínez JA, Solas M.

Implication of Trimethylamine N-Oxide (TMAO) in Disease: Potential Biomarker or New Therapeutic Target.

Nutrients. 2018 Oct 1;10(10):1398.

Zhen J, Zhou Z, He M, Han HX, Lv EH, Wen PB, Liu X, Wang YT, Cai XC, Tian JQ, Zhang MY, Xiao L, Kang XX.

The gut microbial metabolite trimethylamine N-oxide and cardiovascular diseases.

Front Endocrinol (Lausanne). 2023 Feb 7;14:1085041.

N. H et al.

Renal-Cardiac Crosstalk in the Pathogenesis and Progression of Heart Failure.

Circulation Research. 2025;136(11):1306-1334.

Suliman IL, Panculescu FG, Fasie D, Cimpineanu B, Alexandru A, Gafar N, Popescu S, Nitu TS, Enache FD, Chisnoiu T, Cozaru GC, Tuta LA.

Gut Microbiome in Patients with Chronic Kidney Disease Stages 4 and 5: A Systematic Literature Review.

Int J Mol Sci. 2025 Nov 3;26(21):10706.

A. Meiliana, N. M. Dewi, and A. Wijaya.

Therapeutic Potential of Gut Microbiota in Hypertension: Mechanisms of Immune Modulation and Inflammation.

Indonesian Biomedical Journal, Aug. 2025.

Suliman IL, Panculescu FG, Fasie D, Cimpineanu B, Alexandru A, Gafar N, Popescu S, Nitu TS, Enache FD, Chisnoiu T, Cozaru GC, Tuta LA.

Gut Microbiome in Patients with Chronic Kidney Disease Stages 4 and 5: A Systematic Literature Review.

Int J Mol Sci. 2025 Nov 3;26(21):10706.

Jiang H, Wang X, Zhou W, Huang Z, Zhang W.

Gut microbiota-derived short-chain fatty acids mediate the antifibrotic effects of traditional Chinese medicine in diabetic nephropathy.

Front Endocrinol (Lausanne). 2025 Sep 19;16:1643515.

Sun H, Yang L, Sun Y, Zhang X, Sun X, Zhao X, Sun H, Zhang Q, Yan G, Wang X.

Dysregulated bile acid metabolism as a novel player in gout progression: emerging therapeutic strategies.

Front Endocrinol (Lausanne). 2025 Nov 3;16:1676017.

W. h. W. Tang, T. Kitai, and S. L. Hazen.

Gut Microbiota in Cardiovascular Health and Disease

Lippincott Williams & Wilkins, Mar. 2017.

Marx-Schütt K, Cherney DZI, Jankowski J, Matsushita K, Nardone M, Marx N.

Cardiovascular disease in chronic kidney disease.

Eur Heart J. 2025 Jun 16;46(23):2148-2160.

Noels H, van der Vorst EPC, Rubin S, Emmett A, Marx N, Tomaszewski M, Jankowski J.

Renal-Cardiac Crosstalk in the Pathogenesis and Progression of Heart Failure.

Circ Res. 2025 May 23;136(11):1306-1334.

Ali WB, Tariq T, Raashid Sidhu A, Anan S, Jannat S, Tayyab M, Ahmad M, Mushtaq U.

Silent Myocardial Ischemia in CKD Stage 3-5: Prevalence and Predictors.

Cureus. 2025 Sep 11;17(9):e92107.

Zhao X, An X, Yang C, Sun W, Ji H, Lian F.

The crucial role and mechanism of insulin resistance in metabolic disease.

Front Endocrinol (Lausanne). 2023 Mar 28;14:1149239.

Portincasa, P., Bonfrate, L., Vacca, M., De Angelis, M., Farella, I., Lanza, E., Khalil, M., Wang, D. Q.-H., Sperandio, M., & Di Ciaula, A.

Gut Microbiota and Short Chain Fatty Acids: Implications in Glucose Homeostasis.

International Journal of Molecular Sciences, 23(3), 1105. (2022)

Zhao X, An X, Yang C, Sun W, Ji H, Lian F.

The crucial role and mechanism of insulin resistance in metabolic disease.

Front Endocrinol (Lausanne). 2023 Mar 28;14:1149239.

Mihai S, Codrici E, Popescu ID, Enciu AM, Albulescu L, Necula LG, Mambet C, Anton G, Tanase C.

Inflammation-Related Mechanisms in Chronic Kidney Disease Prediction, Progression, and Outcome.

J Immunol Res. 2018 Sep 6;2018:2180373.

Liu W, Gu W, Chen J, Wang R, Shen Y, Lu Z, Zhang L.

Global, regional and national epidemiology of anemia attributable to chronic kidney disease, 1990-2021.

Clin Kidney J. 2025 May 19;18(5):sfaf138.

Fu LZ, Chen HF, Shen YH, Zhang XL, Tang F, Hu XX, Liu ZJ, Ouyang WW, Liu XS, Wu YF.

Time-updated patterns of hemoglobin and hematocrit and the risk of CKD progression.

Front Endocrinol (Lausanne). 2025 Oct 30;16:1642307.

Fu LZ, Chen HF, Shen YH, Zhang XL, Tang F, Hu XX, Liu ZJ, Ouyang WW, Liu XS, Wu YF.

Time-updated patterns of hemoglobin and hematocrit and the risk of CKD progression.

Front Endocrinol (Lausanne). 2025 Oct 30;16:1642307.

Prapaiwong P, Ruksakulpiwat S, Jariyasakulwong P, Kasetkala P, Puwarawuttipanit W, Pongsuwun K.

Determinants of Anemia Among Patients with Chronic Kidney Disease: A Systematic Review of Empirical Evidence.

J Multidiscip Healthc. 2025 Jun 28;18:3765-3780.

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