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1.
Mikrochim Acta ; 191(6): 311, 2024 05 08.
Artículo en Inglés | MEDLINE | ID: mdl-38717575

RESUMEN

Urine retinol-binding protein 4 (RBP4) has recently been reported as a novel earlier biomarker of chronic kidney disease (CKD) which is a global public health problem with high morbidity and mortality. Accurate and rapid detection of urine RBP4 is essential for early monitor of impaired kidney function and prevention of CKD progression. In the present study, we developed a time-resolved fluorescence immunochromatographic test strip (TRFIS) for the quantitative and rapid detection of urine RBP4. This TRFIS possessed excellent linearity ranging from 0.024 to 12.50 ng/mL for the detection of urine RBP4, and displayed a good linearity (Y = 239,581 × X + 617,238, R2 = 0.9902), with the lowest visual detection limit of 0.049 ng/mL. This TRFIS allows for quantitative detection of urine RBP4 within 15 min and shows high specificity. The intra-batch coefficient of variation (CV) and the inter-batch CV were both < 8%, respectively. Additionally, this TRFIS was applied to detect RBP4 in the urine samples from healthy donors and patients with CKD, and the results of TRFIS could efficiently discern the patients with CKD from the healthy donors. The developed TRFIS has the characteristics of high sensitivity, high accuracy, and a wide linear range, and is suitable for rapid and quantitative determination of urine RBP4.


Asunto(s)
Cromatografía de Afinidad , Insuficiencia Renal Crónica , Proteínas Plasmáticas de Unión al Retinol , Humanos , Proteínas Plasmáticas de Unión al Retinol/orina , Cromatografía de Afinidad/métodos , Insuficiencia Renal Crónica/orina , Insuficiencia Renal Crónica/diagnóstico , Límite de Detección , Tiras Reactivas , Biomarcadores/orina , Inmunoensayo/métodos
2.
Kidney Int ; 105(6): 1162-1164, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38777400

RESUMEN

In this commentary, a novel approach to the reclassification of chronic kidney disease is reviewed. In the revisited study, the investigators identify 4 distinct subtypes of kidney disease derived from an unbiased self-organizing map of transcriptomic data from kidney biopsy samples. These molecular subtypes then are characterized by biologic cell processes, clinical and histopathologic features, urinary proteomics, and disease progression. The strengths and limitations of the self-organizing map approach are assessed; the prognostic, diagnostic, and therapeutic implications are considered briefly.


Asunto(s)
Progresión de la Enfermedad , Riñón , Proteómica , Insuficiencia Renal Crónica , Transcriptoma , Humanos , Pronóstico , Insuficiencia Renal Crónica/genética , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/patología , Insuficiencia Renal Crónica/orina , Proteómica/métodos , Riñón/patología , Biopsia , Perfilación de la Expresión Génica , Biomarcadores/análisis , Biomarcadores/orina
3.
Sci Rep ; 14(1): 11549, 2024 05 21.
Artículo en Inglés | MEDLINE | ID: mdl-38773318

RESUMEN

Pediatric chronic kidney disease (CKD) is a clinical condition characterized by progressive renal function deterioration. CKD diagnosis is based on glomerular filtration rate, but its reliability is limited, especially at the early stages. New potential biomarkers (citrulline (CIT), symmetric dimethylarginine (SDMA), S-adenosylmethionine (SAM), n-butyrylcarnitine (nC4), cis-4-decenoylcarnitine, sphingosine-1-phosphate and bilirubin) in addition to creatinine (CNN) have been proposed for early diagnosis. To verify the clinical value of these biomarkers we performed a comprehensive targeted metabolomics study on a representative cohort of CKD and healthy pediatric patients. Sixty-seven children with CKD and forty-five healthy children have been enrolled in the study. Targeted metabolomics based on liquid chromatography-triple quadrupole mass spectrometry has been used for serum and plasma samples analysis. Univariate data analysis showed statistically significant differences (p < 0.05) in the concentration of CNN, CIT, SDMA, and nC4 among healthy and CKD pediatric patients. The predictive ability of the proposed biomarkers was also confirmed through specificity and sensitivity expressed in Receiver Operating Characteristic curves (AUC = 0.909). In the group of early CKD pediatric patients, AUC of 0.831 was obtained, improving the diagnostic reliability of CNN alone. Moreover, the models built on combined CIT, nC4, SDMA, and CNN allowed to distinguish CKD patients from healthy control regardless of blood matrix type (serum or plasma). Our data demonstrate potential biomarkers in the diagnosis of early CKD stages.


Asunto(s)
Biomarcadores , Insuficiencia Renal Crónica , Humanos , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/sangre , Biomarcadores/sangre , Niño , Femenino , Masculino , Preescolar , Adolescente , Tasa de Filtración Glomerular , Metabolómica/métodos , Curva ROC , Estudios de Casos y Controles , Creatinina/sangre , Arginina/análogos & derivados
4.
Am J Nurs ; 124(6): 61-62, 2024 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-38780344

RESUMEN

According to this study: A systematic review and meta-analysis demonstrated bias in the race-based estimated glomerular filtration rate equations used for the diagnosis and management of kidney disease.A multifaceted approach is needed to mitigate racial disparities in chronic kidney disease outcomes.


Asunto(s)
Tasa de Filtración Glomerular , Humanos , Sesgo , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/fisiopatología , Grupos Raciales , Pruebas de Función Renal/métodos
6.
Cardiovasc Diabetol ; 23(1): 152, 2024 May 03.
Artículo en Inglés | MEDLINE | ID: mdl-38702680

RESUMEN

BACKGROUND: Insulin resistance and chronic kidney disease are both associated with increased coronary artery disease risk. Many formulae estimating glucose disposal rate in type 1 diabetes infer insulin sensitivity from clinical data. We compare associations and performance relative to traditional risk factors and kidney disease severity between three formulae estimating the glucose disposal rate and coronary artery disease in people with type 1 diabetes. METHODS: The baseline glucose disposal rate was estimated by three (Williams, Duca, and Januszewski) formulae in FinnDiane Study participants and related to subsequent incidence of coronary artery disease, by baseline kidney status. RESULTS: In 3517 adults with type 1 diabetes, during median (IQR) 19.3 (14.6, 21.4) years, 539 (15.3%) experienced a coronary artery disease event, with higher rates with worsening baseline kidney status. Correlations between the three formulae estimating the glucose disposal rate were weak, but the lowest quartile of each formula was associated with higher incidence of coronary artery disease. Importantly, only the glucose disposal rate estimation by Williams showed a linear association with coronary artery disease risk in all analyses. Of the three formulae, Williams was the strongest predictor of coronary artery disease. Only age and diabetes duration were stronger predictors. The strength of associations between estimated glucose disposal rate and CAD incidence varied by formula and kidney status. CONCLUSIONS: In type 1 diabetes, estimated glucose disposal rates are associated with subsequent coronary artery disease, modulated by kidney disease severity. Future research is merited regarding the clinical usefulness of estimating the glucose disposal rate as a coronary artery disease risk factor and potential therapeutic target.


Asunto(s)
Biomarcadores , Glucemia , Enfermedad de la Arteria Coronaria , Diabetes Mellitus Tipo 1 , Resistencia a la Insulina , Humanos , Diabetes Mellitus Tipo 1/epidemiología , Diabetes Mellitus Tipo 1/diagnóstico , Diabetes Mellitus Tipo 1/sangre , Diabetes Mellitus Tipo 1/complicaciones , Enfermedad de la Arteria Coronaria/epidemiología , Enfermedad de la Arteria Coronaria/diagnóstico , Enfermedad de la Arteria Coronaria/sangre , Masculino , Femenino , Adulto , Incidencia , Persona de Mediana Edad , Medición de Riesgo , Factores de Tiempo , Glucemia/metabolismo , Biomarcadores/sangre , Finlandia/epidemiología , Estudios Longitudinales , Factores de Riesgo , Nefropatías Diabéticas/epidemiología , Nefropatías Diabéticas/diagnóstico , Pronóstico , Valor Predictivo de las Pruebas , Insuficiencia Renal Crónica/epidemiología , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/fisiopatología , Insuficiencia Renal Crónica/sangre , Riñón/fisiopatología , Insulina/sangre , Insulina/uso terapéutico , Adulto Joven , Índice de Severidad de la Enfermedad
7.
N Z Med J ; 137(1594): 62-68, 2024 May 03.
Artículo en Inglés | MEDLINE | ID: mdl-38696833

RESUMEN

AIMS: The kaupapa of the Caring for Australians and New Zealanders with Kidney Impairment (CARI) Clinical practice guidelines for management of chronic kidney disease for Maori in Aotearoa New Zealand is to provide whanau-centred and evidence-based recommendations to healthcare systems, healthcare providers and healthcare workers. The guidelines include screening, identification, management and system-level responses to chronic kidney disease (CKD) to deliver best practice care to Maori affected by CKD across community, primary and secondary services. METHODS: The guidelines are funded by the Ministry of Health - Manatu Hauora and are written by a panel of Maori and non-Maori clinicians and literacy experts across Aotearoa New Zealand from Kaupapa Maori organisations, general practice and nephrology units using standardised methods. The guidelines methodology included consultation with whanau Maori with lived experience of CKD and primary and secondary care practitioners. Additional guideline development would be required to inform management of CKD for non-Maori in Aotearoa New Zealand. RESULTS: The guidelines provide recommendations about equity, governance and accountability, cultural safety, case management, information systems, social determinants of equity and wellbeing and screening. CONCLUSIONS: Recommendations to health services for Maori with CKD are based on giving effect to Te Tiriti o Waitangi and best practice care to prevent CKD, delaying its progression, treating kidney failure through timely transplantation, delivering in community and providing high-quality symptom management.


Asunto(s)
Nativos de Hawái y Otras Islas del Pacífico , Insuficiencia Renal Crónica , Humanos , Nueva Zelanda , Insuficiencia Renal Crónica/terapia , Insuficiencia Renal Crónica/etnología , Insuficiencia Renal Crónica/diagnóstico , Servicios de Salud del Indígena/organización & administración , Guías de Práctica Clínica como Asunto , Pueblo Maorí
8.
Clin Chim Acta ; 559: 119727, 2024 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-38750780

RESUMEN

BACKGROUND AND AIMS: High serum galectin-3 has been associated with adverse outcomes among dialysis patients, although its prognostic role remains unclear among individuals with earlier-stage chronic kidney disease. The present systematic review aims to evaluate the association of serum galectin-3 with survival, cardiovascular disease and kidney disease progression among non-dialysis chronic kidney disease patients. METHODS: PubMed, Scopus, Web of Science, CENTRAL and Google Scholar were systematically searched till November 10, 2023. All observational studies assessing the prognostic role of serum galectin-3 in patients with non-dialysis chronic kidney disease were included. RESULTS: Overall, 12 studies (10 cohort, 2 cross-sectional) were included, comprising 9,349 patients. The endpoint of survival was assessed in 5 studies, indicating a significant association between increasing serum galectin-3 levels and higher all-cause mortality risk (Hazard ratio per unit: 1.22, 95 % confidence intervals-CI: 1.05-1.41, ≥6 ng/mL: 2.66, 95 % CI: 1.68-4.23). Current evidence coming from 4 studies was inconclusive regarding the potential link of galectin-3 and kidney function decline, yielding conflicting results. No significant associations between serum galectin-3 and heart failure, cardiovascular events or death were consistently reported. CONCLUSIONS: This systematic review supports the prognostic role of galectin-3 in chronic kidney disease, as its increased serum values may be associated with higher all-cause mortality risk. No clear role could be supported for serum galectin-3 regarding the prediction of cardiovascular disease or kidney disease progression.


Asunto(s)
Galectina 3 , Insuficiencia Renal Crónica , Humanos , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/diagnóstico , Galectina 3/sangre , Enfermedades Cardiovasculares/sangre , Galectinas/sangre , Proteínas Sanguíneas/metabolismo , Proteínas Sanguíneas/análisis , Progresión de la Enfermedad , Pronóstico
9.
Analyst ; 149(10): 2784-2795, 2024 May 13.
Artículo en Inglés | MEDLINE | ID: mdl-38647233

RESUMEN

Patients with end-stage kidney disease (ESKD) rely on dialysis to remove toxins and stay alive. However, hemodialysis alone is insufficient to completely remove all/major uremic toxins, resulting in the accumulation of specific toxins over time. The complexity of uremic toxins and their varying clearance rates across different dialysis modalities poses significant challenges, and innovative approaches such as microfluidics, biomarker discovery, and point-of-care testing are being investigated. This review explores recent advances in the qualitative and quantitative analysis of uremic toxins and highlights the use of innovative methods, particularly label-mediated and label-free surface-enhanced Raman spectroscopy, primarily for qualitative detection. The ability to analyze uremic toxins can optimize hemodialysis settings for more efficient toxin removal. Integration of multiple omics disciplines will also help identify biomarkers and understand the pathogenesis of ESKD, provide deeper understanding of uremic toxin profiling, and offer insights for improving hemodialysis programs. This review also highlights the importance of early detection and improved understanding of chronic kidney disease to improve patient outcomes.


Asunto(s)
Fallo Renal Crónico , Insuficiencia Renal Crónica , Tóxinas Urémicas , Humanos , Fallo Renal Crónico/terapia , Insuficiencia Renal Crónica/terapia , Insuficiencia Renal Crónica/diagnóstico , Tóxinas Urémicas/análisis , Progresión de la Enfermedad , Espectrometría Raman/métodos , Biomarcadores/análisis , Biomarcadores/sangre , Diálisis Renal
12.
Clin Exp Nephrol ; 28(6): 588-595, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38643286

RESUMEN

BACKGROUND: EMPA-KIDNEY assessed the effects of empagliflozin 10 mg once daily vs. placebo in 6609 patients with chronic kidney disease (CKD) at risk of progression, including 612 participants from Japan. METHODS: Eligibility required an estimated glomerular filtration rate (eGFR) of ≥ 20 < 45; or ≥ 45 < 90 ml/min/1.73m2 with a urinary albumin-to-creatinine ratio (uACR) of ≥ 200 mg/g. The primary outcome was a composite of kidney disease progression (end-stage kidney disease, a sustained eGFR decline to < 10 ml/min/1.73m2 or ≥ 40% from randomization, or renal death) or cardiovascular death. In post-hoc analyses, we explored the effects of empagliflozin in participants from Japan vs. non-Japan regions, including additional models assessing whether differences in treatment effects between these regions could result from differences in baseline characteristics. RESULTS: Japanese participants had higher levels of albuminuria and eGFR than those from non-Japan regions. During a median of 2.0 year follow-up, a primary outcome occurred in 432 patients (13.1%) in the empagliflozin group and in 558 patients (16.9%) in the placebo group (hazard ratio [HR], 0.72, 95% confidence interval [95%CI] 0.64-0.82; P < 0.0001). Among the participants from non-Japan regions, there were 399 vs. 494 primary outcomes (0.75, 0.66-0.86), and 33 vs. 64 (0.49, 0.32-0.75; heterogeneity p = 0.06) in Japan. Results were similar when models explicitly considered treatment interactions with diabetes status, categories of eGFR/uACR, and recruitment in Japan (heterogeneity p = 0.08). Safety outcomes were broadly comparable between the two groups, and by Japanese status. CONCLUSIONS: Empagliflozin safely reduced the risk of "kidney disease progression or cardiovascular death" in patients with CKD, with consistent effects in participants from Japan.


Asunto(s)
Albuminuria , Compuestos de Bencidrilo , Progresión de la Enfermedad , Tasa de Filtración Glomerular , Glucósidos , Insuficiencia Renal Crónica , Inhibidores del Cotransportador de Sodio-Glucosa 2 , Humanos , Glucósidos/uso terapéutico , Glucósidos/efectos adversos , Insuficiencia Renal Crónica/tratamiento farmacológico , Insuficiencia Renal Crónica/fisiopatología , Insuficiencia Renal Crónica/diagnóstico , Masculino , Compuestos de Bencidrilo/uso terapéutico , Compuestos de Bencidrilo/efectos adversos , Femenino , Persona de Mediana Edad , Tasa de Filtración Glomerular/efectos de los fármacos , Japón/epidemiología , Anciano , Inhibidores del Cotransportador de Sodio-Glucosa 2/uso terapéutico , Inhibidores del Cotransportador de Sodio-Glucosa 2/efectos adversos , Albuminuria/tratamiento farmacológico , Resultado del Tratamiento , Riñón/fisiopatología , Riñón/efectos de los fármacos , Método Doble Ciego , Fallo Renal Crónico/tratamiento farmacológico , Enfermedades Cardiovasculares
13.
J Am Heart Assoc ; 13(9): e033450, 2024 May 07.
Artículo en Inglés | MEDLINE | ID: mdl-38686855

RESUMEN

BACKGROUND: Elevated white blood cell count, fibrinogen levels, and lower levels of albumin signify higher systemic inflammatory response, hypercoagulable state, and poorer nutritional status, respectively. However, a consistent conclusion could not be drawn on whether the association between inflammatory markers and cardiovascular disease was affected by the presence of chronic kidney disease (CKD). We aimed to explore the association between inflammation and adverse outcomes in patients with acute ischemic stroke (AIS), as well as whether this association differs due to the presence of CKD. METHODS AND RESULTS: This research was based on the Third China National Stroke Registry. The main adverse outcomes were poor functional outcome, stroke recurrence, and combined vascular event after 1 year. Inflammation was defined as the worst quartile of at least 2 of the aforementioned 3 markers. Finally, 8493 patients with AIS were enrolled in this study. The adjusted odds ratios/hazard ratios and 95% CIs of inflammation were 1.58 (1.34-1.86) for poor functional outcomes, 1.25 (1.06-1.47) for stroke recurrence, and 1.25 (1.06-1.46) for combined vascular event. The association between inflammation and adverse outcomes existed only in patients with AIS without CKD, although the interaction between CKD and inflammation was not statistically significant. (P for interaction >0.05). CONCLUSIONS: Inflammation, which was defined as a combination of fibrinogen, white blood cell count, and albumin, was associated with all 1-year adverse outcomes among patients with AIS. Routine assessment of these biomarkers could become a potential part of the clinical evaluation for patients with AIS, especially those without CKD, aiding clinicians in risk stratification and treatment decision-making.


Asunto(s)
Biomarcadores , Inflamación , Accidente Cerebrovascular Isquémico , Sistema de Registros , Insuficiencia Renal Crónica , Humanos , Masculino , Femenino , Accidente Cerebrovascular Isquémico/sangre , Accidente Cerebrovascular Isquémico/epidemiología , Accidente Cerebrovascular Isquémico/diagnóstico , Insuficiencia Renal Crónica/complicaciones , Insuficiencia Renal Crónica/epidemiología , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/diagnóstico , Persona de Mediana Edad , Anciano , China/epidemiología , Inflamación/sangre , Biomarcadores/sangre , Recurrencia , Factores de Riesgo , Medición de Riesgo , Pronóstico , Fibrinógeno/análisis , Fibrinógeno/metabolismo , Recuento de Leucocitos
14.
J Am Heart Assoc ; 13(9): e032643, 2024 May 07.
Artículo en Inglés | MEDLINE | ID: mdl-38686877

RESUMEN

BACKGROUND: Sex disparities exist in cardiometabolic diseases. Metabolomic profiling offers insight into disease mechanisms, as the metabolome is influenced by environmental and genetic factors. We identified metabolites associated with sex and determined if sex-associated metabolites are associated with incident stoke, incident coronary heart disease, prevalent hypertension, and prevalent chronic kidney disease. METHODS AND RESULTS: Targeted metabolomics was conducted for 357 metabolites in the REGARDS (Reasons for Geographic and Racial Differences in Stroke) case-cohort substudy for incident stroke. Weighted logistic regression models were used to identify metabolites associated with sex in REGARDS. Sex-associated metabolites were replicated in the HyperGEN (Hypertension Genetic Epidemiology Network) and using the literature. Weighted Cox proportional hazard models were used to evaluate associations between metabolites and incident stroke. Cox proportional hazard models were used to evaluate associations between metabolites and incident coronary heart disease. Weighted logistic regression models were used to evaluate associations between metabolites and hypertension and chronic kidney disease. Fifty-one replicated metabolites were associated with sex. Higher levels of 6 phosphatidylethanolamines were associated with incident stroke. No metabolites were associated with incident coronary heart disease. Higher levels of uric acid and leucine and lower levels of a lysophosphatidylcholine were associated with hypertension. Higher levels of indole-3-lactic acid, 7 phosphatidylethanolamines, and uric acid, and lower levels of betaine and bilirubin were associated with chronic kidney disease. CONCLUSIONS: These findings suggest that the sexual dimorphism of the metabolome may contribute to sex differences in stroke, hypertension, and chronic kidney disease.


Asunto(s)
Enfermedad Coronaria , Hipertensión , Metabolómica , Insuficiencia Renal Crónica , Accidente Cerebrovascular , Humanos , Masculino , Femenino , Insuficiencia Renal Crónica/epidemiología , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/diagnóstico , Persona de Mediana Edad , Hipertensión/epidemiología , Enfermedad Coronaria/epidemiología , Enfermedad Coronaria/metabolismo , Accidente Cerebrovascular/epidemiología , Incidencia , Anciano , Metabolómica/métodos , Factores Sexuales , Estados Unidos/epidemiología , Factores de Riesgo , Medición de Riesgo
15.
PLoS One ; 19(4): e0299332, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38652731

RESUMEN

Standard race adjustments for estimating glomerular filtration rate (GFR) and reference creatinine can yield a lower acute kidney injury (AKI) and chronic kidney disease (CKD) prevalence among African American patients than non-race adjusted estimates. We developed two race-agnostic computable phenotypes that assess kidney health among 139,152 subjects admitted to the University of Florida Health between 1/2012-8/2019 by removing the race modifier from the estimated GFR and estimated creatinine formula used by the race-adjusted algorithm (race-agnostic algorithm 1) and by utilizing 2021 CKD-EPI refit without race formula (race-agnostic algorithm 2) for calculations of the estimated GFR and estimated creatinine. We compared results using these algorithms to the race-adjusted algorithm in African American patients. Using clinical adjudication, we validated race-agnostic computable phenotypes developed for preadmission CKD and AKI presence on 300 cases. Race adjustment reclassified 2,113 (8%) to no CKD and 7,901 (29%) to a less severe CKD stage compared to race-agnostic algorithm 1 and reclassified 1,208 (5%) to no CKD and 4,606 (18%) to a less severe CKD stage compared to race-agnostic algorithm 2. Of 12,451 AKI encounters based on race-agnostic algorithm 1, race adjustment reclassified 591 to No AKI and 305 to a less severe AKI stage. Of 12,251 AKI encounters based on race-agnostic algorithm 2, race adjustment reclassified 382 to No AKI and 196 (1.6%) to a less severe AKI stage. The phenotyping algorithm based on refit without race formula performed well in identifying patients with CKD and AKI with a sensitivity of 100% (95% confidence interval [CI] 97%-100%) and 99% (95% CI 97%-100%) and a specificity of 88% (95% CI 82%-93%) and 98% (95% CI 93%-100%), respectively. Race-agnostic algorithms identified substantial proportions of additional patients with CKD and AKI compared to race-adjusted algorithm in African American patients. The phenotyping algorithm is promising in identifying patients with kidney disease and improving clinical decision-making.


Asunto(s)
Lesión Renal Aguda , Negro o Afroamericano , Tasa de Filtración Glomerular , Hospitalización , Insuficiencia Renal Crónica , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Lesión Renal Aguda/diagnóstico , Lesión Renal Aguda/epidemiología , Algoritmos , Creatinina/sangre , Riñón/fisiopatología , Fenotipo , Insuficiencia Renal Crónica/fisiopatología , Insuficiencia Renal Crónica/epidemiología , Insuficiencia Renal Crónica/diagnóstico
16.
Arch Cardiovasc Dis ; 117(4): 255-265, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38594150

RESUMEN

BACKGROUND: Chronic kidney disease (CKD) is one of the leading causes of death worldwide, closely interrelated with cardiovascular diseases, ultimately leading to the failure of both organs - the so-called "cardiorenal syndrome". Despite this burden, data related to cardiogenic shock outcomes in CKD patients are scarce. METHODS: FRENSHOCK (NCT02703038) was a prospective registry involving 772 patients with cardiogenic shock from 49 centres. One-year outcomes (rehospitalization, death, heart transplantation, ventricular assist device) were analysed according to history of CKD at admission and were adjusted on independent predictive factors. RESULTS: CKD was present in 164 of 771 patients (21.3%) with cardiogenic shock; these patients were older (72.7 vs. 63.9years) and had more comorbidities than those without CKD. CKD was associated with a higher rate of all-cause mortality at 1month (36.6% vs. 23.2%; hazard ratio 1.39, 95% confidence interval 1.01-1.9; P=0.04) and 1year (62.8% vs. 40.5%, hazard ratio 1.39, 95% confidence interval 1.09-1.77; P<0.01). Patients with CKD were less likely to be treated with norepinephrine/epinephrine or undergo invasive ventilation or receive mechanical circulatory support, but were more likely to receive renal replacement therapy (RRT). RRT was associated with a higher risk of all-cause death at 1month and 1year regardless of baseline CKD status. CONCLUSIONS: Cardiogenic shock and CKD are frequent "cross-talking" conditions with limited therapeutic options, resulting in higher rates of death at 1month and 1year. RRT is a strong predictor of death, regardless of preexisting CKD. Multidisciplinary teams involving cardiac and kidney physicians are required to provide integrated care for patients with failure of both organs.


Asunto(s)
Insuficiencia Renal Crónica , Choque Cardiogénico , Humanos , Choque Cardiogénico/diagnóstico , Choque Cardiogénico/etiología , Choque Cardiogénico/terapia , Insuficiencia Renal Crónica/complicaciones , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/epidemiología , Comorbilidad , Modelos de Riesgos Proporcionales , Terapia de Reemplazo Renal/efectos adversos
17.
World J Urol ; 42(1): 238, 2024 Apr 16.
Artículo en Inglés | MEDLINE | ID: mdl-38627315

RESUMEN

BACKGROUND: Accurate estimation of the glomerular filtration rate (GFR) is clinically crucial for determining the status of obstruction, developing treatment strategies, and predicting prognosis in obstructive nephropathy (ON). We aimed to develop a deep learning-based system, named UroAngel, for non-invasive and convenient prediction of single-kidney function level. METHODS: We retrospectively collected computed tomography urography (CTU) images and emission computed tomography diagnostic reports of 520 ON patients. A 3D U-Net model was used to segment the renal parenchyma, and a logistic regression multi-classification model was used to predict renal function level. We compared the predictive performance of UroAngel with the Modification of Diet in Renal Disease (MDRD), Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equations, and two expert radiologists in an additional 40 ON patients to validate clinical effectiveness. RESULTS: UroAngel based on 3D U-Net convolutional neural network could segment the renal cortex accurately, with a Dice similarity coefficient of 0.861. Using the segmented renal cortex to predict renal function stage had high performance with an accuracy of 0.918, outperforming MDRD and CKD-EPI and two radiologists. CONCLUSIONS: We proposed an automated 3D U-Net-based analysis system for direct prediction of single-kidney function stage from CTU images. UroAngel could accurately predict single-kidney function in ON patients, providing a novel, reliable, convenient, and non-invasive method.


Asunto(s)
Aprendizaje Profundo , Insuficiencia Renal Crónica , Riñón Único , Humanos , Estudios Retrospectivos , Riñón/diagnóstico por imagen , Insuficiencia Renal Crónica/diagnóstico , Tasa de Filtración Glomerular , Tomografía , Creatinina
18.
Cardiovasc Diabetol ; 23(1): 125, 2024 Apr 10.
Artículo en Inglés | MEDLINE | ID: mdl-38600564

RESUMEN

BACKGROUND: Hypertension and chronic kidney disease (CKD) pose significant public health challenges, sharing intertwined pathophysiological mechanisms. Prediabetes is recognized as a precursor to diabetes and is often accompanied by cardiovascular comorbidities such as hypertension, elevating the risk of pre-frailty and frailty. Albuminuria is a hallmark of organ damage in hypertension amplifying the risk of pre-frailty, frailty, and cognitive decline in older adults. We explored the association between albuminuria and cognitive impairment in frail older adults with prediabetes and CKD, assessing cognitive levels based on estimated glomerular filtration rate (eGFR). METHODS: We conducted a study involving consecutive frail older patients with hypertension recruited from March 2021 to March 2023 at the ASL (local health unit of the Italian Ministry of Health) of Avellino, Italy, followed up after three months. Inclusion criteria comprised age over 65 years, prior diagnosis of hypertension without secondary causes, prediabetes, frailty status, Montreal Cognitive Assessment (MoCA) score < 26, and CKD with eGFR > 15 ml/min. RESULTS: 237 patients completed the study. We examined the association between albuminuria and MoCA Score, revealing a significant inverse correlation (r: 0.8846; p < 0.0001). Subsequently, we compared MoCA Score based on eGFR, observing a significant difference (p < 0.0001). These findings were further supported by a multivariable regression analysis, with albuminuria as the dependent variable. CONCLUSIONS: Our study represents the pioneering effort to establish a significant correlation between albuminuria and eGFR with cognitive function in frail hypertensive older adults afflicted with prediabetes and CKD.


Asunto(s)
Fragilidad , Hipertensión , Estado Prediabético , Insuficiencia Renal Crónica , Humanos , Anciano , Anciano Frágil/psicología , Fragilidad/diagnóstico , Fragilidad/epidemiología , Estado Prediabético/diagnóstico , Estado Prediabético/epidemiología , Estado Prediabético/complicaciones , Albuminuria/diagnóstico , Albuminuria/epidemiología , Albuminuria/complicaciones , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/epidemiología , Insuficiencia Renal Crónica/complicaciones , Hipertensión/diagnóstico , Hipertensión/epidemiología , Hipertensión/complicaciones , Tasa de Filtración Glomerular/fisiología , Cognición
20.
Int J Med Inform ; 186: 105440, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38564962

RESUMEN

OBJECTIVE: To assess the temporal validity of a model predicting the risk of Chronic Kidney Disease (CKD) using Generalized Additive2 Models (GA2M). MATERIALS: We adopted the Italian Health Search Database (HSD) with which the original algorithm was developed and validated by comparing different machine learnings models. METHODS: We selected all patients aged >=15 being active in HSD in 2019. They were followed up until December 2022 so being updated with three years of data collection. Those with prior diagnosis of CKD were excluded. A GA2M-based algorithm for CKD prediction was applied to this cohort in order to compare observed and predicted risk. Area Under Curve (AUC) and Average Precision (AP) were calculated. RESULTS: We obtained an AUC and AP equal to 88% and 30%, respectively. DISCUSSION: The prediction accuracy of the algorithm was largely consistent with that obtained in our prior work which was based on a different time-window for data collection. We therefore underlined and demonstrated the relevance of temporal validation for this prediction tool. CONCLUSION: The GA2M confirmed its high accuracy in prediction of CKD. As such, the respective patient- and population-based informatic tools might be implemented in primary care.


Asunto(s)
Insuficiencia Renal Crónica , Humanos , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/epidemiología , Factores de Tiempo , Bases de Datos Factuales , Aprendizaje Automático , Algoritmos
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