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1.
Sensors (Basel) ; 24(14)2024 Jul 09.
Artículo en Inglés | MEDLINE | ID: mdl-39065830

RESUMEN

Thailand's hospitals face overcrowding, particularly with non-communicable disease (NCD) patients, due to a doctor shortage and an aging population. Most literature showed implementation merely on web or mobile application to teleconsult with physicians. Instead, in this work, we developed and implemented a telemedicine health kiosk system embedded with non-invasive biosensors and time-series predictors to improve NCD indicators over an eight-month period. Two cohorts were randomly selected: a control group with usual care and a telemedicine-using group. The telemedicine-using group showed significant improvements in average fasting blood glucose (148 to 130 mg/dL) and systolic blood pressure (152 to 138 mmHg). Data mining with the Apriori algorithm revealed correlations between diseases, occupations, and environmental factors, informing public health policies. Communication between kiosks and servers used LoRa, 5G, and IEEE802.11, which are selected based on the distance and signal availability. The results support telemedicine kiosks as effective for NCD management, significantly improving key NCD indicators, average blood glucose, and blood pressure.


Asunto(s)
Glucemia , Presión Sanguínea , Enfermedades no Transmisibles , Telemedicina , Humanos , Presión Sanguínea/fisiología , Glucemia/análisis , Técnicas Biosensibles/métodos , Masculino , Algoritmos , Femenino , Persona de Mediana Edad
2.
Sensors (Basel) ; 23(6)2023 Mar 14.
Artículo en Inglés | MEDLINE | ID: mdl-36991809

RESUMEN

In this work, we report a low-cost and highly sensitive electrochemical sensor for detecting As(III) in water. The sensor uses a 3D microporous graphene electrode with nanoflowers, which enriches the reactive surface area and thus enhances its sensitivity. The detection range achieved was 1-50 ppb, meeting the US-EPA cutoff criteria of 10 ppb. The sensor works by trapping As(III) ions using the interlayer dipole between Ni and graphene, reducing As(III), and transferring electrons to the nanoflowers. The nanoflowers then exchange charges with the graphene layer, producing a measurable current. Interference by other ions, such as Pb(II) and Cd(II), was found to be negligible. The proposed method has potential for use as a portable field sensor for monitoring water quality to control hazardous As(III) in human life.

3.
Mod Rheumatol ; 33(1): 12-20, 2023 Jan 03.
Artículo en Inglés | MEDLINE | ID: mdl-35349704

RESUMEN

Scleroderma renal crisis (SRC) represents severe, fatal internal organ involvement brought on by systemic sclerosis. A high rate of renal replacement therapy and mortality persists despite various treatments. Depending on the stage of SRC, a vasodilator called angiotensin-converting enzyme inhibitor is the treatment of choice. The efficacy of various other vasodilators (i.e. endothelin-1 receptor antagonist) and complement cascade blocker for SRC have been investigated; however, no randomized control trial has been conducted. A new approach has been proposed for the management of SRC, categorized by specific clinical features of narrowly defined SRC and systemic sclerosis-thrombotic microangiopathy. SRC prophylaxis using angiotensin-converting enzyme inhibitor might be harmful, leading to a poor renal outcome, so the pathogenesis of SRC needs to be clarified in order to identify other possible preventions or therapies.


Asunto(s)
Lesión Renal Aguda , Esclerodermia Localizada , Esclerodermia Sistémica , Humanos , Lesión Renal Aguda/etiología , Lesión Renal Aguda/terapia , Lesión Renal Aguda/patología , Inhibidores de la Enzima Convertidora de Angiotensina/uso terapéutico , Riñón/patología , Esclerodermia Sistémica/complicaciones , Esclerodermia Sistémica/tratamiento farmacológico , Esclerodermia Sistémica/patología
4.
Biochem Biophys Res Commun ; 630: 158-166, 2022 11 19.
Artículo en Inglés | MEDLINE | ID: mdl-36155062

RESUMEN

We previously demonstrated that monosodium glutamate (MSG) consumption increases trimethylamine (TMA) level in the renal tissue as well as dimethylamine and methylamine levels in urine of rats, suggesting the effects of MSG on humans. To better define the findings, we investigated whether MSG consumption alters serum trimethylamine N-oxide (TMAO) level, and as a consequence, induces kidney injury in the rat model. Adult male Wistar rats (n = 40) were randomized to be fed with a standard diet (control group) or a standard diet with 0.5, 1.5 or 3.0 g% MSG corresponding to 7, 21, or 42 g/day in 60 kg man, respectively in drinking water (MSG-treated groups), or a standard diet with 3.0 g% MSG in drinking water which was withdrawn after 4 weeks (MSG-withdrawal group). Blood and urine samples were collected to analyze the TMAO levels using 1H NMR and markers of kidney injury. Fecal samples were also collected for gut microbiota analysis. We found serum TMAO levels increased and urinary TMAO excretion decreased during MSG consumption, in parallel with the increase of the neutrophil gelatinase-associated lipocalin (NGAL) excretion which subsided with the withdrawal of MSG. The fecal 16 S rRNA analysis during MSG consumption showed gut microbiota changes with a consistent suppression of Akkermansia muciniphila, a mucin producing bacteria, but not of TMA-producing bacteria. In conclusions, our findings suggested that prolonged high dose MSG consumption may cause TMAO accumulation in the blood via reduction of renal excretion associated with acute kidney injury. The mechanisms by which MSG reduced TMAO excretion require further investigation.


Asunto(s)
Agua Potable , Glutamato de Sodio , Akkermansia , Animales , Dimetilaminas , Intestinos , Lipocalina 2 , Masculino , Metilaminas , Mucinas , Ratas , Ratas Wistar , Eliminación Renal , Verrucomicrobia
5.
Am J Nephrol ; 53(2-3): 199-206, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35168235

RESUMEN

INTRODUCTION: Opisthorchis viverrini (OV) is a major cause of infection in Southeast Asia. Previous studies in mouse models have shown that OV infection can contribute to immune-complex glomerulonephritis (GN). However, OV infection in human kidney tissue has never been demonstrated. Herein, we evaluated the association of OV infection with biopsy-proven glomerular disease. METHODS: This study was performed in adult patients who underwent kidney biopsy between July 2016 and February 2017. All kidney tissue samples were processed using the standard techniques for renal pathological diagnoses and immunohistochemistry techniques to detect OV antigen. Pre-implanted donor kidney tissue samples were used as controls. The participants were also assessed for OV infection by serum OV immunoglobulin G antibody (Ab) levels and/or presence of OV eggs in stool. RESULTS: Forty-three renal tissue samples from glomerular disease patients and 50 from transplant donors were included in the study. Mean age in the GN group was 41.7 ± 15.9 years, estimated glomerular filtration rate (eGFR) was 70.65 ± 36.61 mL/min/1.73 m2, and median proteinuria was 3.17 (1.70-4.95) g/day. Lupus nephritis (LN) was the most common diagnosis (32.6%), followed by IgA nephropathy (23.3%), IgM nephropathy (18.6%), and primary membranous nephropathy (MN; 7%). The OV antigen was observed in kidney tissue from patients with IgA nephropathy, LN, primary MN, focal segmental glomerulosclerosis, and IgM nephropathy. By contrast, no OV antigen was detected in tissue samples from the control group. The presence of OV antigens was observed in glomerular endothelial cells, mesangial cells, tubular cells, and peritubular capillaries. The odds ratio of positive serum OV Ab to predict the presence of OV antigen in kidney tissues was 4.47 (p = 0.057), and there was a negative correlation between levels of serum OV Ab and eGFR (r = -0.31, p = 0.04). DISCUSSION/CONCLUSION: This is the first study to demonstrate the presence of OV antigen in human kidney tissue, which indicates that OV infection may be associated with biopsy-proven glomerular diseases.


Asunto(s)
Glomerulonefritis por IGA , Glomerulonefritis , Opistorquiasis , Animales , Biopsia , Células Endoteliales/patología , Glomerulonefritis/complicaciones , Glomerulonefritis/epidemiología , Glomerulonefritis/patología , Glomerulonefritis por IGA/patología , Humanos , Riñón/patología , Ratones , Opistorquiasis/complicaciones , Opistorquiasis/diagnóstico , Opistorquiasis/epidemiología , Tailandia/epidemiología
6.
Nephrology (Carlton) ; 25(8): 625-633, 2020 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-32133699

RESUMEN

AIM: This study aimed to examine associations between cognitive impairment and quality of life and healthcare utilization in patients with chronic kidney disease (CKD) stages 3 to 5. METHODS: A cross-sectional study was conducted in 379 outpatients with a mean age of 65.7 years at tertiary care hospitals in Thailand. Cognitive function was measured using the Mini-Mental State Examination, and quality of life was measured using the five-dimension European quality of life (EQ-5D-5L) multi-attribute utility instrument. The effects of cognitive impairment on the likelihood of reporting 'no problems' for each EQ-5D dimension, the quality of life scores and healthcare utilization were determined using an appropriate multivariate analysis. RESULTS: The prevalence of cognitive impairment in patients with CKD stages 3 to 5 was 15.8% (95% confidence interval [CI], 12.3, 19.9). Patients with cognitive impairment had a significantly lower likelihood of achieving good outcomes in the mobility, self-care, usual activities and anxiety/depression dimensions of the EQ-5D-5L than those with normal cognition. Patients with cognitive impairment had a significantly lower quality of life score than those with normal cognition by 0.06 points (95% CI, 0.01, 0.10). Cognitive impairment increased the number of emergency visits (rate ratio, RR, 3.47; 95% CI, 1.45, 8.29). Compared to CKD stage 3, CKD stage 5 decreased the quality of life score by 0.06 points (95% CI, 0.01, 0.10) and increased the rate of hospitalization (RR, 2.29; 95% CI, 1.27, 4.12). CONCLUSION: Cognitive impairment in patients with CKD was associated with lower quality of life scores and increased healthcare utilization.


Asunto(s)
Disfunción Cognitiva , Aceptación de la Atención de Salud/estadística & datos numéricos , Calidad de Vida , Insuficiencia Renal Crónica , Anciano , Disfunción Cognitiva/diagnóstico , Disfunción Cognitiva/epidemiología , Estudios Transversales , Femenino , Disparidades en el Estado de Salud , Humanos , Masculino , Gravedad del Paciente , Psicometría/métodos , Insuficiencia Renal Crónica/epidemiología , Insuficiencia Renal Crónica/fisiopatología , Insuficiencia Renal Crónica/psicología , Insuficiencia Renal Crónica/terapia , Medición de Riesgo , Factores de Riesgo , Índice de Severidad de la Enfermedad , Atención Terciaria de Salud/métodos , Atención Terciaria de Salud/estadística & datos numéricos , Tailandia/epidemiología
7.
BMC Public Health ; 20(1): 1299, 2020 Aug 27.
Artículo en Inglés | MEDLINE | ID: mdl-32854662

RESUMEN

BACKGROUND: The incidence of chronic kidney disease (CKD) is high in the Northeast Thailand compared to other parts of the country. Therefore, a broad program applying all levels of care is inevitable. This paper describes the results of the first year trial of the Chronic Kidney Disease Prevention in the Northeast Thailand (CKDNET), a quality improvement project collaboratively established to curb CKD. METHODS: We have covered general population, high risk persons and all stages of CKD patients with expansive strategies such as early screening, effective CKD registry, prevention and CKD comprehensive care models including cost effectiveness analysis. RESULTS: The preliminary results from CKD screening in general population of two rural sub-districts show that 26.8% of the screened population has CKD and 28.9% of CKD patients are of unknown etiology. We have established the CKD registry that has enlisted a total of 10.4 million individuals till date, of which 0.13 million are confirmed to have CKD. Pamphlets, posters, brochures and other media of 94 different types in the total number of 478,450 has been distributed for CKD education and awareness at the community level. A CKD guideline that suits for local situation has been formulated to deal the problem effectively and improve care. Moreover, our multidisciplinary intervention and self-management supports were effective in improving glomerular filtration rate (49.57 versus 46.23 ml/min/1.73 m2; p < 0.05), blood pressure (129.6/76.1 versus 135.8/83.6 mmHg) and quality of life of CKD patients included in the program compared to those of the patients under conventional care. The cost effectiveness analysis revealed that lifetime cost for the comprehensive health services under the CKDNET program was 486,898 Baht compared to that of the usual care of 479,386 Baht, resulting in an incremental-cost effectiveness ratio of 18,702 Baht per quality-adjusted life years gained. CONCLUSION: CKDNET, a quality improvement project of the holistic approach is currently applying to the population in the Northeast Thailand which will facilitate curtailing of CKD burden in the region.


Asunto(s)
Atención a la Salud/métodos , Monitoreo Epidemiológico , Mejoramiento de la Calidad , Insuficiencia Renal Crónica/prevención & control , Nube Computacional , Análisis Costo-Beneficio , Comunicación en Salud , Humanos , Tamizaje Masivo/métodos , Sistema de Registros , Tailandia/epidemiología
8.
Br J Clin Pharmacol ; 85(9): 1964-1973, 2019 09.
Artículo en Inglés | MEDLINE | ID: mdl-31077425

RESUMEN

AIMS: Although cytochromeP450(CYP)3A5 gene polymorphism affects personalized tacrolimus doses, there is no consensus as to whether CYP3A5 genotypes should be determined to adjust the doses. The aims were to compare the therapeutic ranges and clinical outcomes between the conventional and genotype-guided tacrolimus doses. METHODS: This randomized controlled study compared 63 cases of the conventional tacrolimus dose group (0.1 mg/kg/day) with 62 cases of the genotype-guided doses group of 0.125, 0.1 and 0.08 mg/kg for CYP3A5*1/*1, *1/*3, and *3/*3 genotypes for the initial 3 days of kidney transplantation. After day 3, dose adjustment occurred in both groups to achieve therapeutic concentrations. RESULTS: The genotype-guided group had an increased proportion of patients with tacrolimus concentrations in the therapeutic range at the steady state on day 3 (40.3 vs 23.8%, P = .048). A lower proportion of over-therapeutic concentration patients was noted in the genotype-guided group in the CYP3A5*3/*3 genotype (9.7 vs 27%, P = .013). Unexpectedly, more delayed graft functions (DGFs) were in the genotype-guided group (41.9 vs 22.2%, P = .018) especially in the CYP3A5*1/*1 participants who might have had an aggravated DGF by a longer ischaemic time and higher serum donor creatinine levels than in the control group. There were no significant differences of glomerular filtration rates or graft or patient survivals over a median 37-month follow-up period. CONCLUSIONS: Determination of the CYP3A5 genotype improved therapeutic range achievement. CYP3A5*1/*1 patients who have high risks of DGF should be closely monitored because of an increased risk of DGF and reduced glomerular filtration rate with high tacrolimus doses.


Asunto(s)
Citocromo P-450 CYP3A/genética , Funcionamiento Retardado del Injerto/epidemiología , Rechazo de Injerto/prevención & control , Inmunosupresores/administración & dosificación , Trasplante de Riñón/efectos adversos , Tacrolimus/administración & dosificación , Adulto , Aloinjertos/efectos de los fármacos , Aloinjertos/inmunología , Citocromo P-450 CYP3A/metabolismo , Funcionamiento Retardado del Injerto/sangre , Funcionamiento Retardado del Injerto/inducido químicamente , Funcionamiento Retardado del Injerto/inmunología , Relación Dosis-Respuesta a Droga , Cálculo de Dosificación de Drogas , Monitoreo de Drogas , Femenino , Tasa de Filtración Glomerular/efectos de los fármacos , Rechazo de Injerto/sangre , Rechazo de Injerto/inmunología , Humanos , Inmunosupresores/efectos adversos , Inmunosupresores/farmacocinética , Riñón/efectos de los fármacos , Riñón/inmunología , Masculino , Persona de Mediana Edad , Polimorfismo Genético , Tacrolimus/efectos adversos , Tacrolimus/farmacocinética
9.
BMC Nephrol ; 17(1): 169, 2016 11 09.
Artículo en Inglés | MEDLINE | ID: mdl-27829387

RESUMEN

BACKGROUND: Experimental studies have linked peritubular capillary (PTC) loss with progression of chronic kidney disease. Minimal information on PTC in lupus nephritis (LN) has been reported. We therefore evaluated the PTC area in different classes of LN and determined if specific clinical characteristics correlated with PTC changes. METHODS: Renal biopsies of 253 subjects with LN (categorized using the ISN/RPS 2003 classification) and 13 normal renal donors (the controls) were retrospectively evaluated for PTC morphology by staining for CD31 with immunohistochemistry method. The percent positive area of PTC (% PTC) was correlated with serum and urinary measures of renal function and renal pathology. RESULTS: Significant PTC loss was observed in all classes of LN compared to controls. The % PTC area was highest in controls (7.64±1.48 %) with levels of 1.95±1.50, 4.16±3.85, 4.19±4.45, 5.02±1.79, and 4.45±3.75 in classes II, III, IV, IV combined with V and V, respectively (all p values < 0.05). The lowest PTC density was observed in class II LN, but this may be because some cases with worse classes of LN showed increased PTC density due to abnormally dilated capillaries associated with acute inflammation and angiogenesis. %PTC was increased in those with hematuria (5.8±5.2 vs. 3.6±3.4 %, red blood cells 3-10 vs. < 3 cells/high power field, p < 0.05) and was reduced in those with a moderately declined renal function (3.29±3.40 vs. 4.42±4.12, eGFR 15-59 vs. ≥ 60 ml/min/1.73 m2, p < 0.05). Nephrotic-range proteinuria also trended to be associated with lower PTC density although it did not reach statistical significance (3.1±2.6 vs. 4.9±4.5, p= 0.067). CONCLUSIONS: LN is associated with PTC loss and the severity correlates with reduced renal function. Further studies are needed to investigate whether a loss of PTC can predict long term renal outcomes in LN.


Asunto(s)
Capilares/patología , Túbulos Renales/patología , Nefritis Lúpica/clasificación , Nefritis Lúpica/patología , Adolescente , Adulto , Anciano , Biopsia , Capilares/química , Estudios de Casos y Controles , Femenino , Hematuria/etiología , Hematuria/patología , Humanos , Inflamación/patología , Túbulos Renales/irrigación sanguínea , Nefritis Lúpica/complicaciones , Nefritis Lúpica/fisiopatología , Masculino , Persona de Mediana Edad , Neovascularización Patológica/patología , Molécula-1 de Adhesión Celular Endotelial de Plaqueta/análisis , Proteinuria/etiología , Proteinuria/patología , Estudios Retrospectivos , Adulto Joven
10.
BMC Health Serv Res ; 16(1): 528, 2016 09 29.
Artículo en Inglés | MEDLINE | ID: mdl-27686066

RESUMEN

BACKGROUND: Thailand has reformed its healthcare to ensure fairness and universality. Previous reports comparing the fairness among the 3 main healthcare schemes, including the Universal Coverage Scheme (UCS), the Civil Servant Medical Benefit Scheme (CSMBS) and the Social Health Insurance (SHI) have been published. They focused mainly on provision of medication for cancers and human immunodeficiency virus infection. Since chronic kidney disease (CKD) patients have a high rate of hospitalization and high risk of death, they also require special care and need more than access to medicine. We, therefore, performed a 1-year, nationwide, evaluation on the clinical outcomes (i.e., mortality rates and complication rates) and treatment costs for hospitalized CKD patients across the 3 main health insurance schemes. METHODS: All adult in-patient CKD medical expense forms in fiscal 2010 were analyzed. The outcomes focused on were clinical outcomes, access to special care and equipment (especially dialysis), and expenses on CKD patients. Factors influencing mortality rates were evaluated by multiple logistic regression. RESULTS: There were 128,338 CKD patients, accounting for 236,439 admissions. The CSMBS group was older on average, had the most severe co-morbidities, and had the highest hospital charges, while the UCS group had the highest rate of complications. The mortality rates differed among the 3 insurance schemes; the crude odds ratio (OR) for mortality was highest in the CSMBS scheme. After adjustment for biological, economic, and geographic variables, the UCS group had the highest risk of in-hospital death (OR 1.13;95 % confidence interval (CI) 1.07-1.20; p < 0.001) while the SHI group had lowest mortality (OR 0.87; 95 % CI 0.76-0.99; p = 0.038). The circumscribed healthcare benefits and limited access to specialists and dialysis care in the UCS may account for less favorable comparison with the CSMBS and SHI groups. CONCLUSIONS: Significant differences are observed in mortality rates among CKD patients from among the 3 main healthcare schemes. Improvements in equity of care might minimize the differences.


Asunto(s)
Hospitalización/economía , Seguro de Salud/economía , Insuficiencia Renal Crónica/terapia , Adulto , Anciano , Comorbilidad , Femenino , Costos de la Atención en Salud , Precios de Hospital , Humanos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Diálisis Renal/economía , Diálisis Renal/mortalidad , Insuficiencia Renal Crónica/economía , Insuficiencia Renal Crónica/mortalidad , Tailandia , Cobertura Universal del Seguro de Salud/economía
11.
Int J Psychiatry Med ; 51(6): 544-553, 2016 08.
Artículo en Inglés | MEDLINE | ID: mdl-28629294

RESUMEN

Background Sleep problem is a common geriatric condition that can result in various outcomes, both physical and mental, that reduce quality of life. The studies regarding the prevalence and impact of insomnia on daily activities in Thailand in pre-elderly and elderly adults are few. Objectives The primary objective of this study was to determine the prevalence of insomnia among pre-elderly and elderly populations and the secondary objective was to study the impact of insomnia on their daily lives. Methods This study included the participants from the urban middle class in the pre-retirement age of 50 years or older adults who worked for Khon Kaen University (KKU), Khon Kaen, Thailand, and their elderly relatives. Information on baseline characteristics, sleep problems, and outcomes were collected. Descriptive analytical statistics were used to analyze baseline data. Multivariate analysis was used to analyze associated factors of the impact of insomnia. Results A total of 491 participants were recruited. The prevalence of insomnia was 60%. The significant consequences related to insomnia were feeling unrefreshed (adjusted odds ratio (AOD) 2.22, 95% confidence interval (CI) 1.44-3.04), daytime sleepiness (AOD 2.04, 95% CI 1.29-3.22), need for a sedative drug (AOD 4.23, 95% CI 2.09-8.55), depression (AOD 4.74, 95% CI 1.73-13), and impaired attention (AOD 2.29, 95% CI 1.52-3.45). Conclusions Insomnia was found in the majority of pre-elderly and elderly participants and resulted in several poor outcomes. Early detection of insomnia may prevent some inevitable outcomes.


Asunto(s)
Calidad de Vida , Trastornos del Inicio y del Mantenimiento del Sueño/epidemiología , Anciano , Anciano de 80 o más Años , Depresión/epidemiología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Prevalencia , Factores de Riesgo , Tailandia/epidemiología
12.
Blood Purif ; 38(3-4): 253-62, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25573488

RESUMEN

BACKGROUND/AIMS: We aimed to define the dosing and risk factors for death in patients undergoing twice-weekly hemodialysis. METHODS: A prospective multi-center cohort study was conducted with one-year observation. Patients treated with twice- or thrice-weekly hemodialysis were identified. Death and first admission were the outcomes. spKt/V was a factor of interest. RESULTS: We enrolled 504 twice-weekly and 169 thrice-weekly hemodialysis patients. The mean weekly values of spKt/V in the two groups were 3.4 and 5.1. The one-year survival rate and times to hospitalization were similar in both groups. The hazard ratios for death in higher spKt/V quartile was not associated with lower mortality, p = 0.70. The four significant predictors for death were serum albumin, HR = 2.6, current smoking, HR = 19.3, age, HR = 1.1, and the Index of Coexistent Disease [ICED], HR = 1.9. CONCLUSION: The effect of spKt/V on short-term mortality was not obvious in twice-weekly dialysis patients. Attention should be paid to patients who smoke, have hypoalbuminemia, are elderly, or have a high ICED.


Asunto(s)
Fallo Renal Crónico/terapia , Diálisis Renal/métodos , Adolescente , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Enfermedades Cardiovasculares/epidemiología , Comorbilidad , Complicaciones de la Diabetes/epidemiología , Femenino , Hepatitis Viral Humana/epidemiología , Hospitalización/estadística & datos numéricos , Humanos , Hipoalbuminemia/epidemiología , Hipoalbuminemia/etiología , Estimación de Kaplan-Meier , Fallo Renal Crónico/mortalidad , Masculino , Persona de Mediana Edad , Pronóstico , Modelos de Riesgos Proporcionales , Estudios Prospectivos , Diálisis Renal/efectos adversos , Factores de Riesgo , Albúmina Sérica/análisis , Fumar/efectos adversos , Fumar/epidemiología , Tailandia/epidemiología , Adulto Joven
13.
ACS Omega ; 9(19): 21276-21286, 2024 May 14.
Artículo en Inglés | MEDLINE | ID: mdl-38764614

RESUMEN

This study reports on the application of an extreme learning machine (ELM) in near-real-time kidney monitoring via urine neutrophil gelatinase-associated lipocalin (NGAL) detection with a 3D graphene electrode. This integration marks the first instance of combining a graphene-based electrode with machine learning to enhance the NGAL detection accuracy, building on our group's 2020 research. The methodology involves two key components: a graphene electrode functionalized with a lipocalin-2 antibody for NGAL detection and the ELM application for improved prediction accuracy by using urine analysis data. The results show a significant 15% increase in the area under the curve (AUC) for NGAL determination, with error reduction from ±6 to 0.54 ng/mL within a linear range of 2.7-140 ng/mL. The ELM also lowered the detection limit from 14.8 to 0.89 ng/mL and increased accuracy, precision, sensitivity, specificity, and F1 score for AKI prediction by 8.89, 30.69, 6.78, 9.94, and 19.07%, respectively. These findings underscore the efficacy of simple neural networks in enhancing graphene-based electrochemical sensors for AKI biomarkers. ELM was chosen for its optimal performance-resource balance, with a comparative analysis of ELM, support vector machines, multilayer perceptron, and random forest algorithms also included. This research suggests the potential for miniaturizing AI-enhanced sensors for practical applications.

14.
Sci Rep ; 14(1): 23207, 2024 10 05.
Artículo en Inglés | MEDLINE | ID: mdl-39369057

RESUMEN

Cyclophilin A (CypA) is a novel renal inflammation biomarker, with levels altered in various diseases, particularly in patients with diabetes mellitus (DM) and kidney damage. This study aimed to investigate the correlation between urinary cyclophilin A (uCypA) and chronic kidney disease (CKD) conditions with and without type 2 diabetes mellitus (T2DM) using an in-house enzyme-linked immunoassay (ELISA) method. A uCypA strip-test prototype was also developed. An indirect ELISA was performed to determine the uCypA levels. A 0.48 µg/mL uCypA cutoff differentiated healthy patients from those with early-stage CKD (stages I and II). The uCypA levels were significantly increased in patients with progression of renal deterioration, especially in the T2DM with late-stage CKD group, compared to the control group. Fasting blood sugar (FBS), estimated glomerular filtration rate (eGFR), albumin/creatinine ratio, and metformin use were associated with uCypA levels. Multinomial logistic regression analysis revealed an association between uCypA levels and T2DM diagnosed for over five years and early-stage CKD. This finding shows that uCypA could be used as a biomarker for distinguishing early-stage CKD as well as T2DM complications, which is beneficial for patients to be aware of their health status and change their behavior to slow kidney deterioration.


Asunto(s)
Biomarcadores , Ciclofilina A , Diabetes Mellitus Tipo 2 , Insuficiencia Renal Crónica , Humanos , Diabetes Mellitus Tipo 2/orina , Diabetes Mellitus Tipo 2/complicaciones , Masculino , Ciclofilina A/orina , Biomarcadores/orina , Insuficiencia Renal Crónica/orina , Insuficiencia Renal Crónica/diagnóstico , Femenino , Persona de Mediana Edad , Anciano , Tasa de Filtración Glomerular , Nefropatías Diabéticas/orina , Nefropatías Diabéticas/diagnóstico , Adulto
15.
Sci Rep ; 14(1): 16810, 2024 07 22.
Artículo en Inglés | MEDLINE | ID: mdl-39039106

RESUMEN

Chronic kidney disease (CKD) is a major global public health issue and the leading cause of death in Thailand. This study investigated the spatial-temporal association between PM2.5 and its components (organic carbon, black carbon, dust, sulfate, and sea salt) and CKD mortality in Thailand from 2012 to 2021. The Modern-Era Retrospective analysis for Research and Application version 2 (MERRA-2), a NASA atmospheric satellite model, was assessed for the temporal data of PM2.5 concentration and aerosol components. Spatial resources of 77 provinces were integrated using the Geographical Information System (GIS). Multivariate Poisson regression and Bayesian inference analyses were conducted to explore the effects of PM2.5 on CKD mortality across the provinces. Our analysis included 718,686 CKD-related deaths, resulting in a mortality rate of 1107 cases per 100,000 population where was the highest rate in Northeast region. The average age of the deceased was 72.43 ± 13.10 years, with males comprising 50.46% of the cases. Adjusting for age, sex, underlying diseases, co-morbidities, CKD complications, replacement therapy, population density, and income, each 1 µg/m3 increase in PM2.5, black carbon, dust, sulfate, and organic carbon was significantly associated with increased CKD mortality across 77 provinces. Incidence rate ratios were 1.04 (95% CI 1.03-1.04) for PM2.5, 1.11 (95% CI 1.10-1.13) for black carbon, 1.24 (95% CI 1.22-1.25) for dust, 1.16 (95% CI 1.16-1.17) for sulfate, and 1.05 (95% CI 1.04-1.05) for organic carbon. These findings emphasize the significant impact of PM2.5 on CKD mortality and underscore the need for strategies to reduce PM emissions and manage CKD co-morbidities effectively.


Asunto(s)
Material Particulado , Insuficiencia Renal Crónica , Análisis Espacio-Temporal , Humanos , Insuficiencia Renal Crónica/mortalidad , Insuficiencia Renal Crónica/epidemiología , Material Particulado/análisis , Material Particulado/efectos adversos , Femenino , Masculino , Anciano , Tailandia/epidemiología , Persona de Mediana Edad , Estudios Retrospectivos , Contaminantes Atmosféricos/análisis , Contaminantes Atmosféricos/efectos adversos , Anciano de 80 o más Años , Exposición a Riesgos Ambientales/efectos adversos , Teorema de Bayes , Contaminación del Aire/efectos adversos , Contaminación del Aire/análisis
16.
PLoS One ; 19(5): e0301907, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38814931

RESUMEN

BACKGROUND: Opisthorchis viverrini (O. viverrini, Ov) infection and consumption of high-fat and high-fructose (HFF) diet exacerbate liver and kidney disease. Here, we investigated the effects of a combination of O. viverrini infection and HFF diet on kidney pathology via changes in the gut microbiome and host proteome in hamsters. METHODOLOGY/PRINCIPAL FINDINGS: Twenty animals were divided into four groups; 1) fed a normal diet not infected with O. viverrini (normal group), 2) fed an HFF diet and not infected with O. viverrini (HFF), 3) fed a normal diet and infected with O. viverrini (Ov), and 4) fed an HFF diet and infected with O. viverrini (HFFOv). DNA was extracted from fecal samples and the V3-V4 region of the bacterial 16S rRNA gene sequenced on an Illumina MiSeq sequencing platform. In addition, LC/MS-MS analysis was done. Histopathological studies and biochemical assays were also conducted. The results indicated that the HFFOv group exhibited the most severe kidney injury, manifested as elevated KIM-1 expression and accumulation of fibrosis in kidney tissue. The microbiome of the HFFOv group was more diverse than in the HFF group: there were increased numbers of Ruminococcaceae, Lachnospiraceae, Desulfovibrionaceae and Akkermansiaceae, but fewer Eggerthellaceae. In total, 243 host proteins were identified across all groups. Analysis using STITCH predicted that host proteome changes may lead to leaking of the gut, allowing molecules such as soluble CD14 and p-cresol to pass through to promote kidney disease. In addition, differential expression of TGF-beta-activated kinase 1 and MAP3K7-binding protein 2 (Tab2, involving renal inflammation and injury) are predicted to be associated with kidney disease. CONCLUSIONS/SIGNIFICANCE: The combination of HFF diet and O. viverrini infection may promote kidney injury through alterations in the gut microbiome and host proteome. This knowledge may suggest an effective strategy to prevent kidney disease beyond the early stages.


Asunto(s)
Dieta Alta en Grasa , Fructosa , Microbioma Gastrointestinal , Metagenómica , Opistorquiasis , Proteómica , Animales , Opistorquiasis/complicaciones , Opistorquiasis/parasitología , Opistorquiasis/patología , Opistorquiasis/metabolismo , Dieta Alta en Grasa/efectos adversos , Metagenómica/métodos , Cricetinae , Proteómica/métodos , Enfermedades Renales/metabolismo , Enfermedades Renales/parasitología , Enfermedades Renales/microbiología , Enfermedades Renales/patología , Enfermedades Renales/etiología , Opisthorchis , Masculino , Proteoma , Riñón/patología , Riñón/metabolismo , Riñón/microbiología , Mesocricetus , ARN Ribosómico 16S/genética
18.
ACS Omega ; 9(34): 36475-36484, 2024 Aug 27.
Artículo en Inglés | MEDLINE | ID: mdl-39220499

RESUMEN

The incidence of kidney disease is increasing worldwide. Rapid and cost-effective approaches for early detection help prevent this disease. Neutrophil gelatinase-associated lipocalin protein (NGAL) is a novel biomarker for acute kidney injury (AKI) and chronic kidney disease (CKD). We aimed to develop a lateral flow strip (LFS) based on a lateral flow immunoassay method (LFIA), using latex microspheres (LMs) as a color labeling to detect NGAL in urine. The performance and potential of the developed LMs-LFS at a point-of-care (POC) testing were evaluated. The results showed that LMs-LFS successfully detected urinary NGAL within 15 min with high specificity without cross-reactivity to or interference from other endogenous substances in urine. The visual limit of detection (vLOD) was 18.75 ng/mL, and the limit of detection (LOD) was 1.65 ng/mL under the optimum condition. The LMs-LFS developed in this study showed a high correlation with the enzyme-linked immunosorbent assay (ELISA) method (R 2 = 0.973, n = 60 urine specimens) for detecting NGAL in urine. The LMs-LFS remained stable for at least six months at room temperature. The LMs-LFS can be a rapid, sensitive, and specific tool for the diagnosis and follow-up of renal disorders at the POC.

19.
Anal Methods ; 2024 Sep 16.
Artículo en Inglés | MEDLINE | ID: mdl-39283692

RESUMEN

This study focuses on enhancing the sensitivity of lateral-flow strips (LFSs) based on gold nanoparticles (AuNPs) for the detection of Neutrophil Gelatinase-Associated Lipocalin (NGAL) protein in urine samples. Several sizes of AuNP-based LFS biosensors were tested to optimize colorimetric signals for NGAL detection based on improved conjugation conditions. AuNPs of 39.8 nm diameter at pH 8 were the most sensitive for the detection of NGAL. Through systematic enhancements to the AuNP-based LFS, the study significantly improves the sensitivity, enabling the reliable detection of NGAL protein in urine samples at a level as low as 12.5 ng mL-1. These advances contribute to the refinement of diagnostic tools for the early detection of kidney injury, specifically in cases associated with the presence of NGAL protein, offering a more precise and effective screening approach.

20.
J Prim Care Community Health ; 15: 21501319241240355, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38554000

RESUMEN

INTRODUCTION: Chronic kidney disease (CKD) is a major health problem in Thailand and health behaviors are central to its risk and progression. Because of the shortage of healthcare personnel, village health volunteers (VHVs) have been collaborating in the primary health care system. However, the contribution of VHVs to CKD reduction has not been evaluated yet. This study aimed to evaluate the efficacy of the VHV-integrated model in preventing and slowing down CKD and its risk factors. METHODS: The population-based cohort study was conducted in a rural community of Thailand between 2017 and 2019. Baseline clinical and behavioral characteristics including CKD, diabetes, hypertension, and other high-risk factors of the participants were collected. The integrated care model was initiated by the multidisciplinary care team that facilitated, empowered, and trained VHVs targeting risk factors of CKD, health literacy, and health promotion. Then the participants were educated and trained for lifestyle modification and were monitored continuously for 18 months by VHVs. Changes in the CKD risk factors, and kidney functions before and after the application of integrated care model were compared. RESULTS: A total of 831 subjects participated in the study with an average age of 57.5 years, and 69.5% were female. Among them, 222 participants (26.7%) were diagnosed as having CKD, the vast majority (95%) of which were in the early stages (G1-G3 and A1-A2). CKD risk factors such as high salt intake, smoking, alcohol consumption, self-NSAID (non-steroidal anti-inflammatory drugs) use were significantly decreased after application of the care model. Also, hemoglobin A1c was significantly reduced in diabetic patients, and blood pressure was controlled better than before in the hypertensive patients. Most importantly, a decline of estimated glomerular filtration rate of the CKD group was improved and lower than the non-CKD group. CONCLUSION: The integrated care model through VHV significantly attenuated the risk factors associated with CKD in the general and high-risk population and effectively slowed down the progression of CKD.


Asunto(s)
Prestación Integrada de Atención de Salud , Diabetes Mellitus , Hipertensión , Insuficiencia Renal Crónica , Humanos , Femenino , Persona de Mediana Edad , Masculino , Estudios de Cohortes , Población Rural , Tailandia/epidemiología , Insuficiencia Renal Crónica/epidemiología , Insuficiencia Renal Crónica/prevención & control , Insuficiencia Renal Crónica/diagnóstico , Hipertensión/epidemiología , Voluntarios , Progresión de la Enfermedad
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