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1.
Nat Immunol ; 22(4): 520-529, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33753942

RESUMEN

Patients with myelodysplastic syndromes (MDSs) display severe anemia but the mechanisms underlying this phenotype are incompletely understood. Right open-reading-frame kinase 2 (RIOK2) encodes a protein kinase located at 5q15, a region frequently lost in patients with MDS del(5q). Here we show that hematopoietic cell-specific haploinsufficient deletion of Riok2 (Riok2f/+Vav1cre) led to reduced erythroid precursor frequency leading to anemia. Proteomic analysis of Riok2f/+Vav1cre erythroid precursors suggested immune system activation, and transcriptomic analysis revealed an increase in p53-dependent interleukin (IL)-22 in Riok2f/+Vav1cre CD4+ T cells (TH22). Further, we discovered that the IL-22 receptor, IL-22RA1, was unexpectedly present on erythroid precursors. Blockade of IL-22 signaling alleviated anemia not only in Riok2f/+Vav1cre mice but also in wild-type mice. Serum concentrations of IL-22 were increased in the subset of patients with del(5q) MDS as well as patients with anemia secondary to chronic kidney disease. This work reveals a possible therapeutic opportunity for reversing many stress-induced anemias by targeting IL-22 signaling.


Asunto(s)
Anemia/metabolismo , Anticuerpos Neutralizantes/farmacología , Células Eritroides/metabolismo , Eritropoyesis/efectos de los fármacos , Interleucinas/antagonistas & inhibidores , Síndromes Mielodisplásicos/tratamiento farmacológico , Receptores de Interleucina/metabolismo , Anemia/sangre , Anemia/inmunología , Anemia/prevención & control , Animales , Células Cultivadas , Microambiente Celular , Modelos Animales de Enfermedad , Células Eritroides/inmunología , Humanos , Interleucinas/inmunología , Interleucinas/metabolismo , Ratones Endogámicos C57BL , Ratones Noqueados , Síndromes Mielodisplásicos/sangre , Síndromes Mielodisplásicos/inmunología , Síndromes Mielodisplásicos/metabolismo , Proteínas Serina-Treonina Quinasas/genética , Proteínas Serina-Treonina Quinasas/metabolismo , Proteínas Proto-Oncogénicas c-vav/genética , Proteínas Proto-Oncogénicas c-vav/metabolismo , Receptores de Interleucina/genética , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/inmunología , Insuficiencia Renal Crónica/metabolismo , Transducción de Señal , Proteína p53 Supresora de Tumor/genética , Proteína p53 Supresora de Tumor/metabolismo , Interleucina-22
2.
N Engl J Med ; 388(4): 333-343, 2023 01 26.
Artículo en Inglés | MEDLINE | ID: mdl-36720134

RESUMEN

BACKGROUND: The accuracy of estimation of kidney function with the use of routine metabolic tests, such as measurement of the serum creatinine level, has been controversial. The European Kidney Function Consortium (EKFC) developed a creatinine-based equation (EKFC eGFRcr) to estimate the glomerular filtration rate (GFR) with a rescaled serum creatinine level (i.e., the serum creatinine level is divided by the median serum creatinine level among healthy persons to control for variation related to differences in age, sex, or race). Whether a cystatin C-based EKFC equation would increase the accuracy of estimated GFR is unknown. METHODS: We used data from patients in Sweden to estimate the rescaling factor for the cystatin C level in adults. We then replaced rescaled serum creatinine in the EKFC eGFRcr equation with rescaled cystatin C, and we validated the resulting EKFC eGFRcys equation in cohorts of White patients and Black patients in Europe, the United States, and Africa, according to measured GFR, levels of serum creatinine and cystatin C, age, and sex. RESULTS: On the basis of data from 227,643 patients in Sweden, the rescaling factor for cystatin C was estimated at 0.83 for men and women younger than 50 years of age and 0.83 + 0.005 × (age - 50) for those 50 years of age or older. The EKFC eGFRcys equation was unbiased, had accuracy that was similar to that of the EKFC eGFRcr equation in both White patients and Black patients (11,231 patients from Europe, 1093 from the United States, and 508 from Africa), and was more accurate than the Chronic Kidney Disease Epidemiology Collaboration eGFRcys equation recommended by Kidney Disease: Improving Global Outcomes. The arithmetic mean of EKFC eGFRcr and EKFC eGFRcys further improved the accuracy of estimated GFR over estimates from either biomarker equation alone. CONCLUSIONS: The EKFC eGFRcys equation had the same mathematical form as the EKFC eGFRcr equation, but it had a scaling factor for cystatin C that did not differ according to race or sex. In cohorts from Europe, the United States, and Africa, this equation improved the accuracy of GFR assessment over that of commonly used equations. (Funded by the Swedish Research Council.).


Asunto(s)
Población Negra , Cistatina C , Tasa de Filtración Glomerular , Insuficiencia Renal Crónica , Población Blanca , Adulto , Femenino , Humanos , Lactante , Masculino , Persona de Mediana Edad , África/epidemiología , Biomarcadores/sangre , Población Negra/estadística & datos numéricos , Creatinina/sangre , Cistatina C/sangre , Europa (Continente)/epidemiología , Tasa de Filtración Glomerular/fisiología , Factores Raciales , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/epidemiología , Insuficiencia Renal Crónica/etnología , Factores Sexuales , Suecia/epidemiología , Estados Unidos/epidemiología , Población Blanca/estadística & datos numéricos , Reproducibilidad de los Resultados
3.
Exp Cell Res ; 438(1): 114027, 2024 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-38574959

RESUMEN

OBJECTIVE: Our objective was to study the frequency of circulating LAG-3+ and PD-1+ T cells in chronic kidney disease (CKD) patients and their correlation with cytokines and patient prognosis. METHODS: A total of 83 patients with CKD between June 2020 and June 2022 were enrolled. We measured serum levels of IL-6, CRP, IL-1ß, and TNF-α by ELISA. The frequency of PD-1+ and LAG-3+ T cells was measured using flow cytometry. All patients were followed up for 1 year, and the occurrence of any of the following conditions during the follow-up period was considered as major adverse cardiac events (MACE) indicating poor prognosis. RESULTS: The frequencies of LAG-3+PD-1+, LAG-3+ and PD-1+ cells were significantly increased in CKD group compared to healthy volunteers. Additionally, CKD patients had remarkably enhanced levels of cytokines. Compared to the non-MACE group, MACE group had significantly higher frequencies of LAG-3PD-1, LAG-3 and PD-1 expression on CD8 and CD4. Positive correlations were observed between IL-1ß, IL-6 and frequencies of PD-1+LAG-3+. CD4+LAG-3+PD-1+ frequency displayed the highest diagnostic value for CKD patients with MACE. Moreover, CD8+LAG-3+, CD4+LAG-3+PD-1+, CD4+PD-1+, IL-1ß and IL-6 were identified as risk factors for the occurrence of MACE in patients with CKD. CONCLUSION: In summary, the present research showed that the frequencies of LAG-3+ and PD-1+ T cells were remarkably enhanced in CKD patients. These findings offer novel insights and potential therapeutic targets for the management of CKD.


Asunto(s)
Antígenos CD , Proteína del Gen 3 de Activación de Linfocitos , Receptor de Muerte Celular Programada 1 , Insuficiencia Renal Crónica , Linfocitos T , Adulto , Femenino , Humanos , Masculino , Antígenos CD/sangre , Antígenos CD/metabolismo , Citocinas/sangre , Citocinas/metabolismo , Proteína del Gen 3 de Activación de Linfocitos/sangre , Proteína del Gen 3 de Activación de Linfocitos/metabolismo , Pronóstico , Receptor de Muerte Celular Programada 1/metabolismo , Receptor de Muerte Celular Programada 1/sangre , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/inmunología , Linfocitos T/inmunología , Linfocitos T/metabolismo
4.
N Engl J Med ; 385(19): 1737-1749, 2021 11 04.
Artículo en Inglés | MEDLINE | ID: mdl-34554658

RESUMEN

BACKGROUND: Current equations for estimated glomerular filtration rate (eGFR) that use serum creatinine or cystatin C incorporate age, sex, and race to estimate measured GFR. However, race in eGFR equations is a social and not a biologic construct. METHODS: We developed new eGFR equations without race using data from two development data sets: 10 studies (8254 participants, 31.5% Black) for serum creatinine and 13 studies (5352 participants, 39.7% Black) for both serum creatinine and cystatin C. In a validation data set of 12 studies (4050 participants, 14.3% Black), we compared the accuracy of new eGFR equations to measured GFR. We projected the prevalence of chronic kidney disease (CKD) and GFR stages in a sample of U.S. adults, using current and new equations. RESULTS: In the validation data set, the current creatinine equation that uses age, sex, and race overestimated measured GFR in Blacks (median, 3.7 ml per minute per 1.73 m2 of body-surface area; 95% confidence interval [CI], 1.8 to 5.4) and to a lesser degree in non-Blacks (median, 0.5 ml per minute per 1.73 m2; 95% CI, 0.0 to 0.9). When the adjustment for Black race was omitted from the current eGFR equation, measured GFR in Blacks was underestimated (median, 7.1 ml per minute per 1.73 m2; 95% CI, 5.9 to 8.8). A new equation using age and sex and omitting race underestimated measured GFR in Blacks (median, 3.6 ml per minute per 1.73 m2; 95% CI, 1.8 to 5.5) and overestimated measured GFR in non-Blacks (median, 3.9 ml per minute per 1.73 m2; 95% CI, 3.4 to 4.4). For all equations, 85% or more of the eGFRs for Blacks and non-Blacks were within 30% of measured GFR. New creatinine-cystatin C equations without race were more accurate than new creatinine equations, with smaller differences between race groups. As compared with the current creatinine equation, the new creatinine equations, but not the new creatinine-cystatin C equations, increased population estimates of CKD prevalence among Blacks and yielded similar or lower prevalence among non-Blacks. CONCLUSIONS: New eGFR equations that incorporate creatinine and cystatin C but omit race are more accurate and led to smaller differences between Black participants and non-Black participants than new equations without race with either creatinine or cystatin C alone. (Funded by the National Institute of Diabetes and Digestive and Kidney Diseases.).


Asunto(s)
Creatinina/sangre , Cistatina C/sangre , Tasa de Filtración Glomerular , Grupos Raciales , Insuficiencia Renal Crónica/etnología , Adulto , Anciano , Algoritmos , Población Negra , Conjuntos de Datos como Asunto , Femenino , Humanos , Masculino , Persona de Mediana Edad , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/epidemiología , Insuficiencia Renal Crónica/fisiopatología , Estados Unidos/epidemiología
5.
N Engl J Med ; 385(25): 2325-2335, 2021 12 16.
Artículo en Inglés | MEDLINE | ID: mdl-34739194

RESUMEN

BACKGROUND: Among patients with chronic kidney disease (CKD), the use of recombinant human erythropoietin and its derivatives for the treatment of anemia has been linked to a possibly increased risk of stroke, myocardial infarction, and other adverse events. Several trials have suggested that hypoxia-inducible factor (HIF) prolyl hydroxylase inhibitors (PHIs) are as effective as erythropoiesis-stimulating agents (ESAs) in increasing hemoglobin levels. METHODS: In this randomized, open-label, phase 3 trial, we assigned patients with CKD who were undergoing dialysis and who had a hemoglobin level of 8.0 to 11.5 g per deciliter to receive an oral HIF-PHI (daprodustat) or an injectable ESA (epoetin alfa if they were receiving hemodialysis or darbepoetin alfa if they were receiving peritoneal dialysis). The two primary outcomes were the mean change in the hemoglobin level from baseline to weeks 28 through 52 (noninferiority margin, -0.75 g per deciliter) and the first occurrence of a major adverse cardiovascular event (a composite of death from any cause, nonfatal myocardial infarction, or nonfatal stroke), with a noninferiority margin of 1.25. RESULTS: A total of 2964 patients underwent randomization. The mean (±SD) baseline hemoglobin level was 10.4±1.0 g per deciliter overall. The mean (±SE) change in the hemoglobin level from baseline to weeks 28 through 52 was 0.28±0.02 g per deciliter in the daprodustat group and 0.10±0.02 g per deciliter in the ESA group (difference, 0.18 g per deciliter; 95% confidence interval [CI], 0.12 to 0.24), which met the prespecified noninferiority margin of -0.75 g per deciliter. During a median follow-up of 2.5 years, a major adverse cardiovascular event occurred in 374 of 1487 patients (25.2%) in the daprodustat group and in 394 of 1477 (26.7%) in the ESA group (hazard ratio, 0.93; 95% CI, 0.81 to 1.07), which also met the prespecified noninferiority margin for daprodustat. The percentages of patients with other adverse events were similar in the two groups. CONCLUSIONS: Among patients with CKD undergoing dialysis, daprodustat was noninferior to ESAs regarding the change in the hemoglobin level from baseline and cardiovascular outcomes. (Funded by GlaxoSmithKline; ASCEND-D ClinicalTrials.gov number, NCT02879305.).


Asunto(s)
Anemia/tratamiento farmacológico , Barbitúricos/uso terapéutico , Darbepoetina alfa/uso terapéutico , Epoetina alfa/uso terapéutico , Glicina/análogos & derivados , Hematínicos/uso terapéutico , Diálisis Renal , Insuficiencia Renal Crónica/complicaciones , Anciano , Anemia/etiología , Barbitúricos/efectos adversos , Enfermedades Cardiovasculares/epidemiología , Enfermedades Cardiovasculares/etiología , Enfermedades Cardiovasculares/mortalidad , Darbepoetina alfa/efectos adversos , Epoetina alfa/efectos adversos , Femenino , Glicina/efectos adversos , Glicina/uso terapéutico , Hematínicos/efectos adversos , Hemoglobinas/análisis , Humanos , Prolina Dioxigenasas del Factor Inducible por Hipoxia/antagonistas & inhibidores , Análisis de Intención de Tratar , Masculino , Persona de Mediana Edad , Infarto del Miocardio/epidemiología , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/terapia , Accidente Cerebrovascular/epidemiología
6.
N Engl J Med ; 385(25): 2313-2324, 2021 12 16.
Artículo en Inglés | MEDLINE | ID: mdl-34739196

RESUMEN

BACKGROUND: Daprodustat is an oral hypoxia-inducible factor prolyl hydroxylase inhibitor. In patients with chronic kidney disease (CKD) who are not undergoing dialysis, the efficacy and safety of daprodustat, as compared with the conventional erythropoiesis-stimulating agent darbepoetin alfa, are unknown. METHODS: In this randomized, open-label, phase 3 trial with blinded adjudication of cardiovascular outcomes, we compared daprodustat with darbepoetin alfa for the treatment of anemia in patients with CKD who were not undergoing dialysis. The primary outcomes were the mean change in the hemoglobin level from baseline to weeks 28 through 52 and the first occurrence of a major adverse cardiovascular event (MACE; a composite of death from any cause, nonfatal myocardial infarction, or nonfatal stroke). RESULTS: Overall, 3872 patients were randomly assigned to receive daprodustat or darbepoetin alfa. The mean (±SD) baseline hemoglobin levels were similar in the two groups. The mean (±SE) change in the hemoglobin level from baseline to weeks 28 through 52 was 0.74±0.02 g per deciliter in the daprodustat group and 0.66±0.02 g per deciliter in the darbepoetin alfa group (difference, 0.08 g per deciliter; 95% confidence interval [CI], 0.03 to 0.13), which met the prespecified noninferiority margin of -0.75 g per deciliter. During a median follow-up of 1.9 years, a first MACE occurred in 378 of 1937 patients (19.5%) in the daprodustat group and in 371 of 1935 patients (19.2%) in the darbepoetin alfa group (hazard ratio, 1.03; 95% CI, 0.89 to 1.19), which met the prespecified noninferiority margin of 1.25. The percentages of patients with adverse events were similar in the two groups. CONCLUSIONS: Among patients with CKD and anemia who were not undergoing dialysis, daprodustat was noninferior to darbepoetin alfa with respect to the change in the hemoglobin level from baseline and with respect to cardiovascular outcomes. (Funded by GlaxoSmithKline; ASCEND-ND ClinicalTrials.gov number, NCT02876835.).


Asunto(s)
Anemia/tratamiento farmacológico , Barbitúricos/uso terapéutico , Darbepoetina alfa/uso terapéutico , Glicina/análogos & derivados , Hematínicos/uso terapéutico , Insuficiencia Renal Crónica/complicaciones , Anciano , Anemia/etiología , Barbitúricos/efectos adversos , Enfermedades Cardiovasculares/epidemiología , Enfermedades Cardiovasculares/etiología , Enfermedades Cardiovasculares/mortalidad , Darbepoetina alfa/efectos adversos , Femenino , Glicina/efectos adversos , Glicina/uso terapéutico , Hematínicos/efectos adversos , Hemoglobinas/análisis , Humanos , Prolina Dioxigenasas del Factor Inducible por Hipoxia/antagonistas & inhibidores , Análisis de Intención de Tratar , Masculino , Persona de Mediana Edad , Infarto del Miocardio/epidemiología , Insuficiencia Renal Crónica/sangre , Accidente Cerebrovascular/epidemiología
7.
Am J Kidney Dis ; 84(1): 49-61.e1, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38266973

RESUMEN

RATIONALE & OBJECTIVE: The toxins that contribute to uremic symptoms in patients with chronic kidney disease (CKD) are unknown. We sought to apply complementary statistical modeling approaches to data from untargeted plasma metabolomic profiling to identify solutes associated with uremic symptoms in patients with CKD. STUDY DESIGN: Cross-sectional. SETTING & PARTICIPANTS: 1,761 Chronic Renal Insufficiency Cohort (CRIC) participants with CKD not treated with dialysis. PREDICTORS: Measurement of 448 known plasma metabolites. OUTCOMES: The uremic symptoms of fatigue, anorexia, pruritus, nausea, paresthesia, and pain were assessed by single items on the Kidney Disease Quality of Life-36 instrument. ANALYTICAL APPROACH: Multivariable adjusted linear regression, least absolute shrinkage and selection operator linear regression, and random forest models were used to identify metabolites associated with symptom severity. After adjustment for multiple comparisons, metabolites selected in at least 2 of the 3 modeling approaches were deemed "overall significant." RESULTS: Participant mean estimated glomerular filtration rate was 43mL/min/1.73m2, with 44% self-identifying as female and 41% as non-Hispanic Black. The prevalence of uremic symptoms ranged from 22% to 55%. We identified 17 metabolites for which a higher level was associated with greater severity of at least one uremic symptom and 9 metabolites inversely associated with uremic symptom severity. Many of these metabolites exhibited at least a moderate correlation with estimated glomerular filtration rate (Pearson's r≥0.5), and some were also associated with the risk of developing kidney failure or death in multivariable adjusted Cox regression models. LIMITATIONS: Lack of a second independent cohort for external validation of our findings. CONCLUSIONS: Metabolomic profiling was used to identify multiple solutes associated with uremic symptoms in adults with CKD, but future validation and mechanistic studies are needed. PLAIN-LANGUAGE SUMMARY: Individuals living with chronic kidney disease (CKD) often experience symptoms related to CKD, traditionally called uremic symptoms. It is likely that CKD results in alterations in the levels of numerous circulating substances that, in turn, cause uremic symptoms; however, the identity of these solutes is not known. In this study, we used metabolomic profiling in patients with CKD to gain insights into the pathophysiology of uremic symptoms. We identified 26 metabolites whose levels were significantly associated with at least one of the symptoms of fatigue, anorexia, itchiness, nausea, paresthesia, and pain. The results of this study lay the groundwork for future research into the biological causes of symptoms in patients with CKD.


Asunto(s)
Insuficiencia Renal Crónica , Uremia , Humanos , Femenino , Masculino , Uremia/complicaciones , Uremia/sangre , Insuficiencia Renal Crónica/complicaciones , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/epidemiología , Estudios Transversales , Persona de Mediana Edad , Anciano , Estudios de Cohortes , Prurito/etiología , Prurito/epidemiología , Prurito/sangre , Fatiga/etiología , Fatiga/sangre , Fatiga/epidemiología , Metabolómica , Náusea/epidemiología , Calidad de Vida , Parestesia/etiología , Parestesia/epidemiología , Tasa de Filtración Glomerular
8.
Cardiovasc Diabetol ; 23(1): 195, 2024 Jun 06.
Artículo en Inglés | MEDLINE | ID: mdl-38844945

RESUMEN

BACKGROUND: Micro- and macrovascular diseases are common in patients with type 2 diabetes mellitus (T2D) and may be partly caused by nocturnal hypoxemia. The study aimed to characterize the composition of nocturnal hypoxemic burden and to assess its association with micro- and macrovascular disease in patients with T2D. METHODS: This cross-sectional analysis includes overnight oximetry from 1247 patients with T2D enrolled in the DIACORE (DIAbetes COhoRtE) study. Night-time spent below a peripheral oxygen saturation of 90% (T90) as well as T90 associated with non-specific drifts in oxygen saturation (T90non - specific), T90 associated with acute oxygen desaturation (T90desaturation) and desaturation depths were assessed. Binary logistic regression analyses adjusted for known risk factors (age, sex, smoking status, waist-hip ratio, duration of T2D, HbA1c, pulse pressure, low-density lipoprotein, use of statins, and use of renin-angiotensin-aldosterone system inhibitors) were used to assess the associations of such parameters of hypoxemic burden with chronic kidney disease (CKD) as a manifestation of microvascular disease and a composite of cardiovascular diseases (CVD) reflecting macrovascular disease. RESULTS: Patients with long T90 were significantly more often affected by CKD and CVD than patients with a lower hypoxemic burden (CKD 38% vs. 28%, p < 0.001; CVD 30% vs. 21%, p < 0.001). Continuous T90desaturation and desaturation depth were associated with CKD (adjusted OR 1.01 per unit, 95% CI [1.00; 1.01], p = 0.008 and OR 1.30, 95% CI [1.06; 1.61], p = 0.013, respectively) independently of other known risk factors for CKD. For CVD there was a thresholdeffect, and only severly and very severly increased T90non-specific was associated with CVD ([Q3;Q4] versus [Q1;Q2], adjusted OR 1.51, 95% CI [1.12; 2.05], p = 0.008) independently of other known risk factors for CVD. CONCLUSION: While hypoxemic burden due to oxygen desaturations and the magnitude of desaturation depth were significantly associated with CKD, only severe hypoxemic burden due to non-specific drifts was associated with CVD. Specific types of hypoxemic burden may be related to micro- and macrovascular disease.


Asunto(s)
Diabetes Mellitus Tipo 2 , Hipoxia , Humanos , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/sangre , Diabetes Mellitus Tipo 2/epidemiología , Diabetes Mellitus Tipo 2/complicaciones , Masculino , Femenino , Persona de Mediana Edad , Estudios Transversales , Anciano , Hipoxia/diagnóstico , Hipoxia/sangre , Hipoxia/epidemiología , Hipoxia/fisiopatología , Factores de Riesgo , Oximetría , Ritmo Circadiano , Saturación de Oxígeno , Angiopatías Diabéticas/diagnóstico , Angiopatías Diabéticas/epidemiología , Angiopatías Diabéticas/fisiopatología , Angiopatías Diabéticas/sangre , Factores de Tiempo , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/epidemiología , Insuficiencia Renal Crónica/fisiopatología , Insuficiencia Renal Crónica/sangre
9.
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
10.
Am J Nephrol ; 55(3): 369-379, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38377965

RESUMEN

INTRODUCTION: Chronic kidney disease (CKD) negatively affects musculoskeletal health, leading to reduced mobility, and quality of life. In healthy populations, carnitine supplementation and aerobic exercise have been reported to improve musculoskeletal health. However, there are inconclusive results regarding their effectiveness and safety in CKD. We hypothesized that carnitine supplementation and individualized treadmill exercise would improve musculoskeletal health in CKD. METHODS: We used a spontaneously progressive CKD rat model (Cy/+ rat) (n = 11-12/gr): (1) Cy/+ (CKD-Ctrl), (2) CKD-carnitine (CKD-Carn), and (3) CKD-treadmill (CKD-TM). Carnitine (250 mg/kg) was injected daily for 10 weeks. Rats in the treadmill group ran 4 days/week on a 5° incline for 10 weeks progressing from 30 min/day for week one to 40 min/day for week two to 50 min/day for the remaining 8 weeks. At 32 weeks of age, we assessed overall cardiopulmonary fitness, muscle function, bone histology and architecture, and kidney function. Data were analyzed by one-way ANOVA with Tukey's multiple comparisons tests. RESULTS: Moderate to severe CKD was confirmed by biochemistries for blood urea nitrogen (mean 43 ± 5 mg/dL CKD-Ctrl), phosphorus (mean 8 ± 1 mg/dL CKD-Ctrl), parathyroid hormone (PTH; mean 625 ± 185 pg/mL CKD-Ctrl), and serum creatinine (mean 1.1 ± 0.2 mg/mL CKD-Ctrl). Carnitine worsened phosphorous (mean 11 ± 3 mg/dL CKD-Carn; p < 0.0001), PTH (mean 1,738 ± 1,233 pg/mL CKD-Carn; p < 0.0001), creatinine (mean 1 ± 0.3 mg/dL CKD-Carn; p < 0.0001), cortical bone thickness (mean 0.5 ± 0.1 mm CKD-Ctrl, 0.4 ± 0.1 mm CKD-Carn; p < 0.05). Treadmill running significantly improves maximal aerobic capacity when compared to CKD-Ctrl (mean 14 ± 2 min CKD-TM, 10 ± 2 min CKD-Ctrl; p < 0.01). CONCLUSION: Carnitine supplementation worsened CKD progression, mineral metabolism biochemistries, and cortical porosity and did not have an impact on physical function. Individualized treadmill running improved maximal aerobic capacity but did not have an impact on CKD progression or bone properties. Future studies should seek to better understand carnitine doses in conditions of compromised renal function to prevent toxicity which may result from elevated carnitine levels and to optimize exercise prescriptions for musculoskeletal health.


Asunto(s)
Carnitina , Suplementos Dietéticos , Condicionamiento Físico Animal , Insuficiencia Renal Crónica , Carnitina/administración & dosificación , Animales , Insuficiencia Renal Crónica/terapia , Insuficiencia Renal Crónica/sangre , Ratas , Masculino , Hormona Paratiroidea/sangre , Modelos Animales de Enfermedad , Músculo Esquelético/efectos de los fármacos , Capacidad Cardiovascular , Fósforo/sangre , Creatinina/sangre
11.
Am J Nephrol ; 55(3): 273-283, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38104542

RESUMEN

INTRODUCTION: This study aimed to investigate the relationship between circulating soluble Klotho concentration and all-cause mortality in individuals with chronic kidney disease (CKD). METHODS: We conducted a prospective cohort study involving 2,456 participants with CKD from the National Health and Nutrition Examination Survey (NHANES) cycles spanning from 2007 to 2016. Complex sampling-weighted multivariate Cox proportional hazards models were used to estimate the association between serum Klotho level and all-cause mortality, presenting hazard ratios (HRs) and 95% confidence intervals (CIs). Additionally, a restricted cubic spline analysis was performed to explore potential nonlinear associations. RESULTS: During a median of 82 months of follow-up, 550 (22.40%) all-cause deaths were recorded. The median serum Klotho concentration was 760 pg/mL (interquartile ranges, 624, 958). After adjusting for potential covariates, the risk of all-cause mortality decreased by 4% for every 100 pg/mL increase in Klotho (HR = 0.96, 95% CI, 0.92, 0.99). The HR for the fourth quartile of Klotho compared to the first quartile was 0.73 (95% CI, 0.56, 0.96). The restricted cubic spline model revealed a distinctive "L"-shaped association between serum Klotho and all-cause mortality among patients with CKD, with a Klotho concentration of 760 pg/mL at the inflection point. When Klotho concentration was less than 760 pg/mL, a significant negative correlation between Klotho and all-cause mortality was observed (HR per 100 pg/mL increase in Klotho = 0.86, 95% CI, 0.78, 0.95). CONCLUSION: This study documented a distinctive "L"-shaped association between serum Klotho levels and all-cause mortality among individuals with CKD. Further research is needed to validate these findings.


Asunto(s)
Causas de Muerte , Glucuronidasa , Proteínas Klotho , Insuficiencia Renal Crónica , Humanos , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/mortalidad , Masculino , Femenino , Estudios Prospectivos , Persona de Mediana Edad , Glucuronidasa/sangre , Anciano , Encuestas Nutricionales , Adulto , Modelos de Riesgos Proporcionales , Estudios de Cohortes , Biomarcadores/sangre , Mortalidad
12.
Calcif Tissue Int ; 115(2): 132-141, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38829421

RESUMEN

Sarcopenia is related to disease severity in chronic kidney disease (CKD) patients; however, its pathophysiology remains poorly known. We investigated the associations of biomarkers of intestinal leak with sarcopenia in various stages of CKD. We recruited 61-76-year-old male controls and patients with various stages of CKD (n = 36-57/group) for measuring plasma lipopolysaccharide-binding protein (LBP) and zonulin (markers of intestinal leak), handgrip strength (HGS), skeletal mass index (SMI), and gait speed (markers of sarcopenia), and short physical performance battery (SPPB; marker of physical capacity). CKD stages 4 and 5 were associated with lower HGS, SMI, gait speed, and cumulative SPPB scores and a higher sarcopenia prevalence than controls and patients with CKD stages 1 and 2 (all p < 0.05). CKD patients (stages 1 and 2) had elevated plasma zonulin and LBP when compared with CKD stages 4 and 5. Plasma zonulin and LBP exhibited significant correlations with renal function, HGS, gait speed, SPPB scores, and oxidative stress markers in CKD stages 4 and 5 (all p < 0.05). However, similar relations were not found in early CKD. Collectively, intestinal leak may be contributing to sarcopenia and physical disability in the advanced stages of CKD.


Asunto(s)
Insuficiencia Renal Crónica , Sarcopenia , Humanos , Masculino , Insuficiencia Renal Crónica/complicaciones , Insuficiencia Renal Crónica/fisiopatología , Insuficiencia Renal Crónica/sangre , Sarcopenia/sangre , Sarcopenia/fisiopatología , Sarcopenia/epidemiología , Anciano , Persona de Mediana Edad , Biomarcadores/sangre , Fuerza de la Mano/fisiología , Haptoglobinas , Precursores de Proteínas/sangre
13.
J Clin Psychopharmacol ; 44(3): 278-283, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38639428

RESUMEN

PURPOSE: The prevalence of comorbid depression and chronic kidney disease (CKD) is high. The aim of this brief report was to review 2 cases of treatment with tranylcypromine (TCP) in patients with treatment-resistant depression (TRD) and CKD. Tests of the plasma concentration of TCP were included. METHODS: Medical and psychiatric notes of the 2 patients were reviewed with plasma concentrations of TCP as a key aspect of the discussion. The data are evaluated in the context of relevant medical and pharmacokinetic literature. FINDINGS: Plasma concentrations of TCP are highly variable both in patients with and without CKD. Plasma concentrations of TCP were not increased in the 2 cases with CKD as compared with literature data of patients without CKD. No signs of intoxication were detected in 2 cases with CKD that impaired continuous treatment of depression with TCP. IMPLICATIONS: TCP may be considered in selected cases of TRD with concomitant CKD. More clinical data and tests of plasma concentrations of TCP are needed in patients with CKD.


Asunto(s)
Trastorno Depresivo Resistente al Tratamiento , Insuficiencia Renal Crónica , Tranilcipromina , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Trastorno Depresivo Resistente al Tratamiento/tratamiento farmacológico , Trastorno Depresivo Resistente al Tratamiento/sangre , Inhibidores de la Monoaminooxidasa/sangre , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/complicaciones
14.
Amino Acids ; 56(1): 38, 2024 Jun 06.
Artículo en Inglés | MEDLINE | ID: mdl-38844708

RESUMEN

Biomarkers that accurately reflect renal function are essential in management of chronic kidney diseases (CKD). However, in children, age/physique and medication often alter established renal biomarkers. We studied whether amino acid enantiomers in body fluids correlate with renal function and whether they are influenced by physique or steroid medication during development. We conducted a prospective study of children 2 to 18 years old with and without CKD. We analyzed associations of serine/asparagine enantiomers in body fluids with major biochemical parameters as well as physique. To study consequences of kidney dysfunction and steroids on serine/asparagine enantiomers, we generated juvenile mice with uninephrectomy, ischemic reperfusion injury, or dexamethasone treatment. We obtained samples from 27 children, of which 12 had CKD due to congenital (n = 7) and perinatal (n = 5) causes. Plasma D-asparagine and the D/L-serine ratio had robust, positive linear associations with serum creatinine and cystatin C, and detected CKD with high sensitivity and specificity, uninfluenced by body size or biochemical parameters. In the animal study, kidney dysfunction increased plasma D-asparagine and the D/L-serine ratio, but dexamethasone treatment did not. Thus, plasma D-asparagine and the D/L-serine ratio can be useful markers for renal function in children.


Asunto(s)
Asparagina , Biomarcadores , Insuficiencia Renal Crónica , Serina , Niño , Animales , Humanos , Asparagina/sangre , Asparagina/metabolismo , Insuficiencia Renal Crónica/sangre , Preescolar , Serina/sangre , Ratones , Masculino , Femenino , Adolescente , Biomarcadores/sangre , Estudios Prospectivos , Dexametasona , Estereoisomerismo , Creatinina/sangre , Riñón/metabolismo
15.
BMC Infect Dis ; 24(1): 427, 2024 Apr 22.
Artículo en Inglés | MEDLINE | ID: mdl-38649864

RESUMEN

BACKGROUND: COVID-19 has been shown to increase the risk of extracorporeal coagulation during hemodialysis in patients, but the underlying mechanism remains unclear. This study aimed to investigate the effect and mechanism of COVID-19 on the risk of extracorporeal coagulation in patients with chronic kidney disease undergoing hemodialysis. METHODS: A retrospective analysis of the extracorporeal coagulation status of 339 hemodialysis patients at our center before and after COVID-19 infection was performed, including subgroup analyses. Post-infection blood composition was analyzed by protein spectrometry and ELISA. RESULTS: Compared to the pre-COVID-19 infection period, COVID-19-induced extracorporeal coagulation predominantly occurred in patients with severe/critical symptoms. Further proteomic analysis demonstrated that in patients with severe/critical symptoms, the coagulation cascade reaction, platelet activation, inflammation, and oxidative stress-related pathways were significantly amplified compared to those in patients with no/mild symptoms. Notably, the vWF/FBLN5 pathway, which is associated with inflammation, vascular injury, and coagulation, was significantly upregulated. CONCLUSIONS: Patients with severe/critical COVID-19 symptoms are at a higher risk of extracorporeal coagulation during hemodialysis, which is associated with the upregulation of the vWF/FBLN5 signaling pathway. These findings highlight the importance of early anticoagulant therapy initiation in COVID-19 patients with severe/critical symptoms, particularly those undergoing hemodialysis. Additionally, vWF/FBLN5 upregulation may be a novel mechanism for virus-associated thrombosis/coagulation.


Asunto(s)
COVID-19 , Diálisis Renal , SARS-CoV-2 , Transducción de Señal , Regulación hacia Arriba , Factor de von Willebrand , Humanos , COVID-19/sangre , COVID-19/metabolismo , Diálisis Renal/efectos adversos , Masculino , Femenino , Persona de Mediana Edad , Estudios Retrospectivos , Factor de von Willebrand/metabolismo , Factor de von Willebrand/análisis , Anciano , Coagulación Sanguínea , Insuficiencia Renal Crónica/terapia , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/complicaciones , Insuficiencia Renal Crónica/sangre , Adulto
16.
BMC Cardiovasc Disord ; 24(1): 277, 2024 May 28.
Artículo en Inglés | MEDLINE | ID: mdl-38807036

RESUMEN

BACKGROUND: The neutrophil percentage-to-albumin ratio (NPAR), which is defined as the percentage of neutrophils divided by the concentration of albumin, is a cost-effective and readily available biomarker of inflammation. This study aimed to evaluate the association between the NPAR and the severity of coronary atherosclerosis in patients with chronic kidney disease (CKD). METHODS: A total of 280 CKD patients who underwent coronary angiography were retrospectively enrolled in this study. The severity of coronary atherosclerosis was evaluated using the Gensini score (GS). Patients were divided into low-, medium- and high-NPAR groups according to the tertiles of the NPAR values. Logistic regression analysis was conducted to analyze the relationship between the NPAR and the GS. The cutoff points for the sensitivity and specificity of the NPAR in predicting the GS were estimated via receiver operating characteristic (ROC) analysis. RESULTS: There was a higher prevalence of coronary artery disease (CAD) among CKD patients with higher NPARs (P =0.041). More patients in the high-NPAR group had complex CAD (triple-vessel disease and/or left main coronary artery stenosis) and chronic total occlusion lesions, and more of these patients required revascularization therapy (P<0.05). Multivariate logistic regression analysis revealed a significant positive correlation between the NPAR and the severity of coronary stenosis (adjusted OR 2.68, 95% CI 1.25-5.76, p=0.012), particularly among female and older (age ≥65) patients. The ROC analysis indicated that the optimal cutoff value for the NPAR in predicting severe coronary artery stenosis (GS>60) in CKD patients was 1.91 (sensitivity 0.495, specificity 0.749), with an area under the curve (AUC) of 0.650 (95% CI 0.581-0.719, P<0.001). A subgroup analysis according to sex revealed that the NPAR exhibited stronger predictive value in female patients (AUC 0.730, 95% CI 0.643-0.817) than in male patients (AUC 0.565, 95% CI 0.460-0.670) (P<0.001), and the optimal cutoff value for the NPAR in female patients was 1.80 (sensitivity 0.667, specificity 0.705). CONCLUSIONS: Our study demonstrated that the NPAR is independently associated with the severity of coronary atherosclerosis in CKD patients, especially in female and elderly patients (≥65 years old). Moreover, the NPAR can effectively predict the severity of coronary atherosclerosis, exhibiting greater predictive value in females than in males.


Asunto(s)
Biomarcadores , Angiografía Coronaria , Enfermedad de la Arteria Coronaria , Neutrófilos , Valor Predictivo de las Pruebas , Insuficiencia Renal Crónica , Albúmina Sérica Humana , Índice de Severidad de la Enfermedad , Humanos , Femenino , Masculino , Enfermedad de la Arteria Coronaria/sangre , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Enfermedad de la Arteria Coronaria/diagnóstico , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/complicaciones , Insuficiencia Renal Crónica/epidemiología , Persona de Mediana Edad , Anciano , Estudios Retrospectivos , Biomarcadores/sangre , Albúmina Sérica Humana/análisis , Factores de Riesgo , Prevalencia , Recuento de Leucocitos
17.
Pediatr Nephrol ; 39(8): 2435-2449, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38488898

RESUMEN

BACKGROUND: Accurate assessment of the estimated glomerular filtration rate (eGFR) plays a pivotal role in the early detection, management, and optimal medication dosing for chronic kidney disease (CKD). However, validation of eGFR, utilizing cystatin C-based equations, is limited in African children and adolescents with CKD. We evaluate the agreement of eGFR equations incorporating both cystatin C and creatinine in this specific population. METHODS: This community-based study assessed CKD in children (2-15 years) using cystatin C and serum creatinine. eGFR agreement with the reference was evaluated with Bland-Altman plots, ROC curves, and Lin's CCC, using the Under-25 serum creatinine-cystatin C equation as the reference standard. Pairwise ROC comparisons assess the statistical differences in estimation equation agreement. RESULTS: Among 666 children (mean age, 7.8 ± 3.8 years; 48.6% male), CKD prevalence was 11.6% (95% CI, 9.2-14.2%). Notably, the Chehade equation, using combined biomarkers, aligned best with the reference, displaying the lowest mean deviation (- 0.59; 95% CI, - 1.19 to 0.01), superior agreement (P10, 91.0%; P30, 96.70%), and highest discriminatory power (0.989). In contrast, CKD-EPI 2012 cystatin C had the highest mean deviation (- 35.90) and lowest discriminatory power (0.79). Equations combining creatinine and cystatin C (Schwartz, Chehade, Full Age Spectrum) demonstrated strong positive Lin's CCC with CKiD U25 creatinine-cystatin C, while Bouvet showed a notably weak correlation (Lin's CCC, 0.22). CONCLUSION: In African children with CKD, the Chehade, CKiD Under 25 creatinine-based equations, and the Full Age Spectrum equations show promise for CKD diagnosis. However, a measured GFR is essential to identifying the most accurate eGFR equation in this population.


Asunto(s)
Creatinina , Cistatina C , Tasa de Filtración Glomerular , Insuficiencia Renal Crónica , Humanos , Niño , Femenino , Masculino , Cistatina C/sangre , Creatinina/sangre , Adolescente , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/fisiopatología , Preescolar , Biomarcadores/sangre , Prevalencia , África del Sur del Sahara/epidemiología , Curva ROC , Estudios Transversales
18.
Pediatr Nephrol ; 39(7): 2177-2186, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38427073

RESUMEN

BACKGROUND: An accurate, rapid estimate of glomerular filtration rate (GFR) in kidney transplant patients affords early detection of transplant deterioration and timely intervention. This study compared the performance of serum creatinine (Cr) and cystatin C (CysC)-based GFR equations to measured GFR (mGFR) using iohexol among pediatric kidney transplant recipients. METHODS: CysC, Cr, and mGFR were obtained from 45 kidney transplant patients, 1-18 years old. Cr- and CysC-estimated GFR (eGFR) was compared against mGFR using the Cr-based (Bedside Schwartz, U25-Cr), CysC-based (Gentian CysC, CAPA, U25-CysC), and Cr-CysC combination (CKiD Cr-CysC, U25 Cr-CysC) equations in terms of bias, precision, and accuracy. Bland-Altman plots assessed the agreement between eGFR and mGFR. Secondary analyses evaluated the formulas in patients with biopsy-proven histological changes, and K/DOQI CKD staging. RESULTS: Bias was small with Gentian CysC (0.1 ml/min/1.73 m2); 88.9% and 37.8% of U25-CysC estimations were within 30% and 10% of mGFR, respectively. In subjects with histological changes on biopsy, Gentian CysC had a small bias and U25-CysC were more accurate-both with 83.3% of and 41.7% of estimates within 30% and 10% mGFR, respectively. Precision was better with U25-CysC, CKiD Cr-CysC, and U25 Cr-CysC. Bland-Altman plots showed the Bedside Schwartz, Gentian CysC, CAPA, and U25-CysC tend to overestimate GFR when > 100 ml/min/1.72 m2. CAPA misclassified CKD stage the least (whole cohort 24.4%, histological changes on biopsy 33.3%). CONCLUSIONS: In this small cohort, CysC-based equations with or without Cr may have better bias, precision, and accuracy in predicting GFR.


Asunto(s)
Creatinina , Cistatina C , Tasa de Filtración Glomerular , Trasplante de Riñón , Humanos , Cistatina C/sangre , Niño , Masculino , Femenino , Trasplante de Riñón/efectos adversos , Creatinina/sangre , Adolescente , Preescolar , Lactante , Yohexol/administración & dosificación , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/fisiopatología , Riñón/fisiopatología , Riñón/patología , Biomarcadores/sangre , Receptores de Trasplantes/estadística & datos numéricos
19.
Age Ageing ; 53(5)2024 05 01.
Artículo en Inglés | MEDLINE | ID: mdl-38770543

RESUMEN

CONTEXT: Chronic kidney disease (CKD) leads to alterations in fibroblast growth factor 23 (FGF23) and the renal-bone axis. This may be partly driven by altered inflammation and iron status. Vitamin D supplementation may reduce inflammation. OBJECTIVE AND METHODS: Older adults with early CKD (estimated glomerular filtration rate (eGFR) 30-60 ml/min/1.73 m2; CKDG3a/b; n = 35) or normal renal function (eGFR >90 ml/min/1.73 m2; CKDG1; n = 35) received 12,000, 24,000 or 48,000 IU D3/month for 1 year. Markers of the renal-bone axis, inflammation and iron status were investigated pre- and post-supplementation. Predictors of c-terminal and intact FGF23 (cFGF23; iFGF23) were identified by univariate and multivariate regression. RESULTS: Pre-supplementation, comparing CKDG3a/b to CKDG1, plasma cFGF23, iFGF23, PTH, sclerostin and TNFα were significantly higher and Klotho, 1,25-dihydroxyvitamin D and iron were lower. Post-supplementation, only cFGF23, 25(OH)D and IL6 differed between groups. The response to supplementation differed between eGFR groups. Only in the CKDG1 group, phosphate decreased, cFGF23, iFGF23 and procollagen type I N-propeptide increased. In the CKDG3a/b group, TNFα significantly decreased, and iron increased. Plasma 25(OH)D and IL10 increased, and carboxy-terminal collagen crosslinks decreased in both groups. In univariate models cFGF23 and iFGF23 were predicted by eGFR and regulators of calcium and phosphate metabolism at both time points; IL6 predicted cFGF23 (post-supplementation) and iFGF23 (pre-supplementation) in univariate models. Hepcidin predicted post-supplementation cFGF23 in multivariate models with eGFR. CONCLUSION: Alterations in regulators of the renal-bone axis, inflammation and iron status were found in early CKD. The response to vitamin D3 supplementation differed between eGFR groups. Plasma IL6 predicted both cFGF23 and iFGF23 and hepcidin predicted cFGF23.


Asunto(s)
Biomarcadores , Suplementos Dietéticos , Factor-23 de Crecimiento de Fibroblastos , Factores de Crecimiento de Fibroblastos , Tasa de Filtración Glomerular , Hierro , Riñón , Insuficiencia Renal Crónica , Vitamina D , Humanos , Anciano , Masculino , Femenino , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/fisiopatología , Insuficiencia Renal Crónica/tratamiento farmacológico , Tasa de Filtración Glomerular/efectos de los fármacos , Biomarcadores/sangre , Factores de Crecimiento de Fibroblastos/sangre , Hierro/sangre , Riñón/fisiopatología , Riñón/efectos de los fármacos , Vitamina D/sangre , Vitamina D/análogos & derivados , Anciano de 80 o más Años , Resultado del Tratamiento , Inflamación/sangre , Inflamación/tratamiento farmacológico , Mediadores de Inflamación/sangre , Factores de Edad , Colecalciferol/administración & dosificación , Colecalciferol/sangre , Factores de Tiempo , Huesos/efectos de los fármacos , Huesos/metabolismo
20.
Clin Nephrol ; 101(6): 298-307, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38629744

RESUMEN

BACKGROUND: Previous studies have indicated that creatinine (Cr)-based glomerular filtration rate (GFR) estimating equations - including the new Chronic Kidney Disease Epidemiology creatinine (CKD-EPIcr) equation without race and the estimated glomerular filtration rate (eGFR) equation developed for the Chinese population - displayed suboptimal performance in patients with neurogenic lower urinary tract dysfunction (NLUTD), which limited their clinical application for detecting changes in GFR levels in all cohorts. OBJECTIVE: To develop a neural network model based on multilayer perceptron (MLP) for evaluating GFR in Chinese NLUTD patients, and compare the diagnostic performance with Cr-based multiple linear regression equations for Chinese and the CKD-EPIcr equation without race. DESIGN: Single-center, cross-sectional study of GFR estimation from serum Cr, demographic data, and clinical characteristics in Chinese patients with NLUTD. PATIENTS: A total of 204 NLUTD patients, from 27 different geographic regions of China, were selected. A random sample of 141 of these subjects was included in the training sample set, and the remaining 63 patients were included in the testing sample set. METHODS: The reference GFR (rGFR) was assessed by the technetium-99m-labeled diethylenetriaminepentaacetic acid (99mTc-DTPA) double plasma sample method. A neural network model based on MLP was developed to evaluate GFR in the training sample set, which was then validated in the testing sample set and compared with Cr-based GFR equations. RESULTS: The MLP-based model showed significant performance improvement in evaluating the difference, absolute difference, precision, and accuracy of GFR estimation compared with the Cr-based GFR equations. Additionally, compared with the rGFR, we found that the MLP-based model provided an acceptable level of accuracy (greater than 85%, which was within a 30% deviation from the rGFR). CONCLUSION: The MLP-based model offered significant advantages in estimating GFR in Chinese NLUTD patients, and its application could be suggested in clinical practice.


Asunto(s)
Creatinina , Tasa de Filtración Glomerular , Redes Neurales de la Computación , Humanos , Femenino , Masculino , Persona de Mediana Edad , Estudios Transversales , Adulto , Creatinina/sangre , China/epidemiología , Anciano , Vejiga Urinaria Neurogénica/fisiopatología , Vejiga Urinaria Neurogénica/etiología , Vejiga Urinaria Neurogénica/diagnóstico , Vejiga Urinaria Neurogénica/sangre , Insuficiencia Renal Crónica/fisiopatología , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/sangre , Insuficiencia Renal Crónica/complicaciones , Pentetato de Tecnecio Tc 99m
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