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2.
Ren Fail ; 46(1): 2313179, 2024 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38357771

RESUMO

BACKGROUND: The clinical significance of mesangial immunoglobulin (Ig) M deposition in IgA nephropathy (IgAN) has been less explored and remains a topic of debate. Therefore, our study aimed to investigate the prognostic value of mesangial IgM deposition in a long-term follow-up cohort of IgAN patients. METHODS: A unicentric retrospective study was conducted on 93 consecutive IgAN patients (median age 41 years, 68% male, eGFR 48.7 mL/min, proteinuria 1.1 g/g) from 2010 to 2015. They were followed until end-stage kidney disease (ESKD), death, or until the end of the study in January 2021, with a median follow-up of 7 years. An independent pathologist evaluated the IgM immunofluorescence pattern, Oxford MEST-C score, and transmission electron microscopy (TEM) lesions following a comprehensive protocol. RESULTS: In our cohort, 70% had mesangial IgM-positive deposits, while 30% were IgM-negative. Both groups were similar in age, sex, prevalence of arterial hypertension, Charlson comorbidity scores, kidney function (eGFR and proteinuria), pathology findings (Oxford MEST-C score, IgG and C3 immune deposition), and TEM analysis. Treatment with RASI and immunosuppression, and death rates were also comparable. However, 37% of IgM-positive patients progressed to ESKD, significantly higher than the 11% in the IgM-negative group. Univariate and multivariate Cox proportional hazards regression analyses identified lower eGFR, higher Oxford MEST-C score, and mesangial IgM deposits as independent factors associated with shorter kidney survival. CONCLUSIONS: Our study highlights mesangial IgM deposition as a potential risk factor for ESKD in patients with advanced IgAN, laying a foundation for further research in this area.


Assuntos
Glomerulonefrite por IGA , Falência Renal Crônica , Humanos , Masculino , Adulto , Feminino , Glomerulonefrite por IGA/patologia , Prognóstico , Estudos de Coortes , Estudos Retrospectivos , Progressão da Doença , Falência Renal Crônica/complicações , Proteinúria/complicações , Imunoglobulina M , Taxa de Filtração Glomerular
3.
Heliyon ; 9(11): e21084, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-38027924

RESUMO

In recent years, the interrelationships between the environment, energy, and health have received a growing amount of attention due to their substantial impact on the health of humans. By examining what influences Eastern Europeans' longevity between 1990 and 2021, this study hopes to contribute to this field of study. Energy consumption, health expenditure, pollution, institutional quality index (IQI), financial development, and other attributes profoundly impact human health. Because of the extensive network of commerce, tourism, education, religion, and treaties connecting East European countries, tests for cross-sectional dependence (CSD) and slope heterogeneity (SH) are utilized. After verifying the CSD and SH issues, the study uses the second generation's unit root and cointegration tests. As the previous test indicates, a new panel method, the cross-sectional autoregressive distributive lag (CS-ARDL) model, is required, as conventional estimations are inappropriate. The Quantile Regression (QR) method is also applied to check robustness. This study indicated that increased health expenditure, renewable energy consumption, and IQI improves health outcomes in Eastern European nations. There was a good connection between renewable energy consumption and health benefits, the study concluded. Though financial development positively impacts life expectancy, the impact is insignificant. On the other hand, the study also shows that CO2 emissions and fossil fuel consumption decrease life expectancy. These results are consistent with those obtained using the QR method. To enhance health outcomes, it is necessary to take measures to raise health spending, increase the use of renewable energy, and foster financial development over the long term. On the other hand, Eastern European nations need to shift their attention from fossil fuels to renewable energy.

4.
Ultrastruct Pathol ; 47(6): 478-483, 2023 Nov 02.
Artigo em Inglês | MEDLINE | ID: mdl-37850406

RESUMO

In this clinical case, we report an atypical and unique presentation of systemic lupus erythematosus (SLE) in a 39-year-old female with nephrotic syndrome. The patient exhibited class IV plus V lupus nephritis and extensive immune complex deposition within the intracapillary and arteriolar regions suggestive of cryoglobulinemic glomerulonephritis, despite no detectable circulating cryoglobulins. Electron microscopy revealed cryoglobulin-like deposit distribution in all glomerular examined compartments, namely subendothelial, intramembranous, subepithelial, and mesangial, apparently extending from the capillary hyaline thrombi. The case highlights the possibility of severe renal injury in SLE without circulating cryoglobulins and the diverse kidney manifestations associated with the disease. However, the impact on patient outcome was minimal, as classical treatment (id est National Institute of Health regimen) remained effective.


Assuntos
Glomerulonefrite , Lúpus Eritematoso Sistêmico , Nefrite Lúpica , Feminino , Humanos , Adulto , Nefrite Lúpica/complicações , Nefrite Lúpica/diagnóstico , Crioglobulinas , Glomerulonefrite/diagnóstico , Rim
6.
Ultrastruct Pathol ; 47(6): 461-469, 2023 Nov 02.
Artigo em Inglês | MEDLINE | ID: mdl-37700534

RESUMO

This retrospective, cross-sectional study sought to examine the ultrastructural characteristics of glomerular lesions using Transmission Electron Microscopy (TEM) in IgA nephropathy (IgAN) and their relationship with the high risk of progression phenotype defined by KDIGO guideline as proteinuria ≥1 g/24 hours despite 3 months of optimized supportive care. We analyzed 81 IgAN patients (median age 41 years, 67% male, eGFR 43.8 mL/min, proteinuria 1.04 g/day); 42 (52%) of them had high risk of progression. There were no differences in terms of age, sex, comorbidities, eGFR, and hematuria between the two groups. High-risk patients more often had segmental glomerulosclerosis (29% vs 8%, p 0.01) in optical microscopy, while in TEM had more frequent podocyte hypertrophy (62% vs 26%, p 0.001) and podocyte foot process detachment from the glomerular basement membrane (19% vs 8%, p 0.05), more often thicker (19% vs 5%, p 0.05) and duplicated (26% vs 10%, p 0.05) glomerular basement membrane, and the presence of subendothelial and subepithelial deposits (31% vs 13%, p 0.05). However, in multivariate binary logistic regression analysis, only podocyte hypertrophy (OR 3.14; 95%CI 1.12, 8.79) was an independent risk factor for high-risk progression in IgAN. These findings highlight the importance of podocytopathy in IgAN progression.


Assuntos
Glomerulonefrite por IGA , Humanos , Masculino , Adulto , Feminino , Glomerulonefrite por IGA/complicações , Glomerulonefrite por IGA/patologia , Estudos Retrospectivos , Estudos Transversais , Proteinúria , Membrana Basal Glomerular/patologia , Microscopia Eletrônica de Transmissão , Hipertrofia/complicações , Progressão da Doença
7.
J Nephrol ; 36(8): 2233-2243, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37632668

RESUMO

INTRODUCTION: Transmission electron microscopy enables examination of ultrastructural glomerular changes; while this tool has already been applied in IgA nephropathy (IgAN), limited information exists on the prognostic value in this disease. We aimed to systematically investigate ultrastructural lesions and assess their role in predicting the evolution of IgA nephropathy to end-stage kidney disease. METHODS: A single-center retrospective study was performed on 107 consecutive IgAN patients (median age 42 years, 67% male, estimated glomerular filtration rate 46 mL/min, proteinuria 1.0 g/g) between 2010 and 2015, who were followed-up until end-stage kidney disease, death, or end of study (January 2021). A pathologist evaluated the Mesangial hypercellularity (M), Endocapillary hypercellularity (E), Segmental glomerulosclerosis (S), and Tubular atrophy/interstitial fibrosis-Crescents (C) (MEST-C) score and transmission electron microscopy lesions according to a comprehensive protocol that encompassed all glomerular structures. RESULTS: Patients were followed up for a median of 7.1 years; 32 (43%) reached end-stage kidney disease. Patients who reached kidney failure had higher comorbidity score, more frequent arterial hypertension, lower estimated glomerular filtration rate, and higher MEST-C score. In terms of transmission electron microscopy lesions, patients who progressed to end-stage kidney disease had more frequent podocyte activation, effacement, and presence of microvilli; more frequent signs of endothelial cell activation and fenestration; higher mesangial cell proliferation. In the univariate Cox proportional hazard regression, higher MEST-C score and lesions detected by transmission electron microscopy in podocytes, endothelial cells, and mesangial cell proliferation were associated with shorter kidney survival time. In the multivariate Cox proportional hazard regression, only higher MEST-C score, presence of podocytes with microvilli, and mesangial cell proliferation were associated with end-stage kidney disease. CONCLUSION: This study shows that, besides the MEST-C score, the presence of podocytes with microvilli and mesangial cell proliferation are associated with poor kidney survival in IgAN patients, highlighting the prognostic value of lesions detected by transmission electron microscopy.


Assuntos
Glomerulonefrite por IGA , Falência Renal Crônica , Humanos , Masculino , Adulto , Feminino , Glomerulonefrite por IGA/complicações , Glomerulonefrite por IGA/diagnóstico , Glomerulonefrite por IGA/patologia , Prognóstico , Estudos Retrospectivos , Células Endoteliais/patologia , Progressão da Doença , Rim , Falência Renal Crônica/etiologia , Falência Renal Crônica/complicações , Taxa de Filtração Glomerular , Microscopia Eletrônica , Biópsia
8.
J Clin Monit Comput ; 37(6): 1553-1561, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37610523

RESUMO

Plasma viscosity (PV) is a key factor in microcirculatory flow resistance and capillary perfusion during hemodilution, we hypothesized a possible relationship between cardiac surgery-associated acute kidney injury (CSA-AKI) and PV. We conducted a prospective, observational, single-center study on 50 adult cardiac surgery patients with cardiopulmonary bypass (age 64 years, male sex 80%, baseline serum creatinine 1.04 mg/dL). We assessed perioperative characteristics, management, short-term outcomes, blood analysis, PV, serum creatinine, and diuresis. CSA-AKI was identified using KDIGO criteria. Data were collected at 10 time points during the first perioperative week. CSA-AKI occurred in 17 patients (34%): 12 (24%) stage 1, 1 (2%) stage 2, and 4 (8%) stage 3. Most patients (88%) developed CSA-AKI within 48 h post-surgery. Patients with CSA-AKI had higher body mass index (BMI), more frequent chronic kidney disease (CKD), and lower hemoglobin and hematocrit levels. The median baseline PV for the entire cohort was 1.50 cP on EDTA and 1.37 cP on citrate. No significant differences in PV levels were found between patients with CSA-AKI and normal kidney function, both at baseline and at the 48-h. Logistic and Cox regression analyses showed no significant relationship between PV and CSA-AKI. However, CSA-AKI was related to increased BMI, lower hemoglobin and hematocrit levels, and pre-existing CKD. The present study found no significant association between PV and CSA-AKI. Nevertheless, more research is needed to validate this finding and to investigate the role of PV in other clinical settings.


Assuntos
Injúria Renal Aguda , Procedimentos Cirúrgicos Cardíacos , Insuficiência Renal Crônica , Adulto , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Creatinina , Microcirculação , Viscosidade , Injúria Renal Aguda/etiologia , Hemoglobinas , Fatores de Risco , Complicações Pós-Operatórias , Estudos Retrospectivos
9.
Ultrastruct Pathol ; 47(5): 365-372, 2023 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-37449497

RESUMO

This retrospective, observational study sought to examine the relationship between Ehrenreich-Churg electron microscopy (EM) stages and long-term outcomes in anti-PLA2R membranous nephropathy (MN). Seventy-one patients with anti-PLA2R MN (median titer 185.7RU/mL) were followed for a median of 46 months, with end-stage kidney disease (ESKD) as the primary endpoint, and response to treatment as a secondary endpoint. Patients were grouped into stages I-II (41 patients) and stages III-IV (30 patients) for analytical purposes. Notably, the III-IV group demonstrated a lower eGFR, lower anti-PLA2R titer, but a higher chronicity score. Kaplan-Meier analysis showed shorter mean kidney survival time in stages III-IV compared to I-II (p 0.03). However, multivariate analysis using Cox regression indicated that Ehrenreich-Churg stages did not significantly influence kidney survival, but lower eGFR at diagnosis and higher histopathological chronicity score did. Remission was achieved by 64% of patients and no relationship between Ehrenreich-Churg stages and treatment response was found. The only identified risk factor for not achieving remission was the severity of hyposerinemia at diagnosis. In conclusion, while EM stages III-IV are associated with more chronic lesions and stages I-II with more active immunologic disease, the histological chronicity score seems to be a stronger predictor of long-term outcomes.


Assuntos
Glomerulonefrite Membranosa , Humanos , Glomerulonefrite Membranosa/diagnóstico , Estudos Retrospectivos , Rim/patologia
11.
J Vasc Access ; 24(5): 1190-1194, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34852694

RESUMO

Budd-Chiari syndrome due to the tip of an internal jugular tunneled dialysis catheter malposition in inferior vena cava or hepatic vein is a rare complication. We aimed to present our experience and compare it with the previous reports to highlight the clinical features and the optimal management. A 57-year-old female with history of ANCAp vasculitis, treated by hemodialysis in the last 2 years on a right internal jugular vein tunneled catheter was admitted for pain in the right upper quadrant. A subacute Budd-Chiari syndrome due to catheter malposition was diagnosed. The catheter was removed, and a new tunneled hemodialysis line was inserted in the right internal jugular vein with the tip at the junction of right atrium with superior vena cava. Anticoagulation with apixaban 2.5 mg twice daily was started after catheter replacement and the patient was discharged. At 1 month follow-up the patient had no symptoms, and the ultrasound revealed the absence of the thrombus in the inferior vena cava. Imagining monitoring for malposition after insertion or in a clinical context suggestive for Budd-Chiari syndrome is essential for early diagnosis and treatment. In our case, anticoagulation with apixaban and prompt catheter replacement resulted in Budd-Chiari syndrome resolution.


Assuntos
Síndrome de Budd-Chiari , Cateteres Venosos Centrais , Feminino , Humanos , Pessoa de Meia-Idade , Síndrome de Budd-Chiari/etiologia , Diálise Renal/efeitos adversos , Veia Cava Superior , Cateteres Venosos Centrais/efeitos adversos , Anticoagulantes , Veias Jugulares
12.
J Nephrol ; 35(9): 2301-2312, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36083532

RESUMO

BACKGROUND: The use of kidney biopsy in elderly individuals is still matter of discussion. The purpose of this study is to assess the utility of kidney biopsy for the management of glomerulopathies in an Eastern European cohort, targeting patients older than 65 years. METHODS: This retrospective study included 875 adults (147 older than 65 years), with biopsy-proven glomerulopathies, followed up for 71.1 (95% CI 68.2-73.9) months. The primary endpoint was chronic renal replacement therapy initiation. Statistical evaluation was performed with IBM SPSS software version 20, Analyse-it, and SAS Studio. The Kaplan-Meier method was used to estimate the time to death and the log-rank test was used for comparisons. The multivariate Cox proportional hazard analysis was used to evaluate the risk of death. RESULTS: Secondary glomerulopathies were more frequent in patients aged > 65 years (52.4% vs. 41.9%, p = 0.004). Membranous nephropathy and amyloidosis were the most frequent primary and secondary glomerulopathies in this age group. Kidney biopsy complications were low (< 4%) in both age groups. In 42% of the elderly, the result of biopsy guided the immunosuppressive therapy. While the all-cause mortality rate was higher (OR 4.2; 95% CI 2.7-6.7; p < 0.0001) in elderly individuals, the rate of renal replacement therapy initiation was similar (31.3 vs 26%; p = 0.1) in both age groups. In the competitive risk analysis, kidney survival was similar irrespective of age [CIF 0.4 (95% CI 0.26-0.53) vs. 0.34 (95% CI 0.28-0.39), p = 0.08]. However, after adjusting for the confounding factors, younger age was associated with an increased risk of renal replacement therapy (HR = 1.57, p = 0.01), along with secondary glomerulopathies. CONCLUSION: The diagnosis of an underlying glomerulopathy guided the therapy in almost one-half of the elderly patients who underwent a kidney biopsy, provided important prognostic information and had a low complications rate; kidney biopsy may therefore be considered a safe, reliable procedure in the management of glomerulopathies, even in patients over 65 years of age.


Assuntos
Glomerulonefrite Membranosa , Nefropatias , Adulto , Idoso , Humanos , Estudos Retrospectivos , Nefropatias/patologia , Rim/patologia , Biópsia , Glomerulonefrite Membranosa/patologia
14.
J Clin Med ; 11(6)2022 Mar 11.
Artigo em Inglês | MEDLINE | ID: mdl-35329870

RESUMO

BACKGROUND: During the COVID-19 pandemic, resource allocation became a major problem in globally overwhelmed ICUs. The main goal of this study was to describe the clinical characteristics of the very elderly patients (aged ≥ 80 years) with COVID-19 admitted in Romanian ICUs. The study objectives were to evaluate and determine the factors associated with ICU mortality. METHODS: We designed a national, multicentric, observational platform with prospective enrolment. This study included patients aged ≥ 80 years admitted in Romanian ICUs with SARS-CoV-2 infection from March 2020 to December 2021. RESULTS: We included 1666 patients with a median age of 83 years and 78% ICU mortality. Male sex, dyspnoea, lower Glasgow Coma Scale and lower SpO2 at ICU admission, the need for mechanical ventilation (MV), and corticosteroid use were independently associated with mortality. A total of 886/1666 (53%) elderly patients underwent invasive mechanical ventilation, with a mortality of 97%. The age impact on mortality was confirmed by a 1:1 propensity matching with less elderly ICU patients. CONCLUSION: In extremely elderly patients with COVID-19 admitted in the ICU, mortality is high, particularly when requiring MV. Therapy should be directed towards the optimization of less invasive ventilatory methods and the use of MV and corticosteroids only in highly selected patients.

15.
Ren Fail ; 44(1): 258-268, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-35172682

RESUMO

BACKGROUND: The value of anti-phospholipase A2 receptor antibody (anti-PLA2R ab) monitoring at 3 months after diagnosis in membranous nephropathy (MN) remains uncertain. METHODS: We retrospectively examined the outcome on 1 August 2020 of 59 adult patients (age 54 (44, 68) years, 69% male, SCr 1.0 (0.9, 1.3) mg/dL) diagnosed with MN (kidney biopsy, positive serum anti-PLA2R ab). The outcomes were: kidney survival; partial and/or complete remission. RESULTS: Most of the studied patients (97%) received immunosuppression, cyclophosphamide regimens were the most frequent (87%), followed by cyclosporine (10%). The median time to remission was 12.0 months and the cumulative remission rates were 34% at 6, 54% at 12, and 73% at 24 months. Forty (69%) patients had negative anti-PLA2R ab at 3 months, they had similar age, serum creatinine, albumin, proteinuria, and treatment with the group with positive ab at 3 months. In the Cox proportional hazard model, three months anti-PLA2R ab negativization (HR 0.4 (95%CI 0.1, 0.9)) was an independent predictor for remission, while baseline hypoalbuminemia (HR 3.0 (95%CI 1.5, 5.7)) was associated with absence of remission. Six (10%) patients died, mostly due to cardiovascular disease and infections. A total of five (9%) patients started dialysis. Mean kidney survival time was 50.3 months and there was no survival difference in relation to baseline anti-PLA2R ab titer (p .09) or 3 months negativization (p .8). CONCLUSIONS: Three months anti-PLA2R ab negativization seems to be a late predictor of remission, and lower serum albumin at diagnosis is an early marker for remission absence. Abbreviations: anti-P LA2R ab, anti-phospholipase A2 receptor antibody; eGFR, estimated glomerular filtration rate; ESKD, end stage kidney disease; MN, membranous nephropathy; NELL-1, neural epidermal growth factor-like 1 protein; RAAS: renin-angiotensin-aldosterone system; RBC: red blood cells; RRT, renal replacement therapy; T HSD7A, thrombospondin type-1 domain containing 7A.


Assuntos
Autoanticorpos/sangue , Glomerulonefrite Membranosa/sangue , Glomerulonefrite Membranosa/imunologia , Receptores da Fosfolipase A2/imunologia , Adulto , Idoso , Biomarcadores/sangue , Feminino , Glomerulonefrite Membranosa/patologia , Humanos , Rim/patologia , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Valor Preditivo dos Testes , Modelos de Riscos Proporcionais , Indução de Remissão , Estudos Retrospectivos , Romênia
16.
Intern Med J ; 52(6): 968-974, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-33647179

RESUMO

BACKGROUND: Chronic kidney disease (CKD) progression is presumably related to inflammatory response. The modified Glasgow prognostic score (mGPS), based on a combination of albumin and C-reactive protein, has been derived from oncology and validated in multiple diseases. AIMS: To evaluate the relationship between the mGPS and CKD progression. METHODS: The present retrospective unicentric cohort study included 547 CKD patients (age 60.2 years; 53% male; estimated glomerular filtration (eGFR) 42.0 mL/min; mean change -2 mL/min/year) admitted between 1 January 2007 and 31 December 2012. Patients' records were reviewed from the CKD diagnosis to one of the four outcomes: end-stage kidney disease (ESKD), death, loss to follow up or until 31 July 2017. RESULTS: The mGPS score was 0 for 420 (78%), 1 for 110 (19%) and 2 for 17 (3%) patients. More patients with rapid CKD progression were found in the group with the highest mGPS (P = 0.05). mGPS was negatively correlated with baseline eGFR and positively with albuminuria. In the multivariate analysis, mGPS was associated with the eGFR slope. During the study period, 130 (24%) patients died and 109 (20%) reached ESKD. The mean kidney survival time was 8.1 (95% confidence interval 7.9-8.4) years. Patients with zero mGPS had better kidney survival than those with the score of 1 and 2 (Kaplan-Meier, P = 0.02). However, the kidney survival differences were not present after adjusting for CKD progression risk factors. CONCLUSION: The inflammation-based mGPS score was associated with eGFR decline in CKD patients. Therefore, could prove useful in improving risk stratification of CKD patients.


Assuntos
Falência Renal Crônica , Insuficiência Renal Crônica , Estudos de Coortes , Feminino , Humanos , Inflamação , Rim , Falência Renal Crônica/diagnóstico , Falência Renal Crônica/epidemiologia , Masculino , Pessoa de Meia-Idade , Prognóstico , Insuficiência Renal Crônica/diagnóstico , Insuficiência Renal Crônica/epidemiologia , Estudos Retrospectivos
17.
Ren Fail ; 43(1): 1520-1527, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34779707

RESUMO

BACKGROUND: Hydroxychloroquine (HCQ) has recently been reported to be a promising and safe anti-proteinuric agent for IgA nephropathy (IgAN) patients. In the present systematic review, we aimed to summarize the evidence concerning the benefits and risks of HCQ therapy in IgAN. METHODS: Electronic databases were searched for randomized, cohort, or case-control studies with IgAN biopsy-proven patients comparing the effects of HCQ with angiotensin-converting enzyme inhibitors/angiotensin receptor blockers or immunosuppression on proteinuria reduction. RESULTS: Five studies, one randomized and three observational, involving a total of 504 patients, were eligible for inclusion. Overall, there was a tendency of HCQ treatment to reduce proteinuria. In the studies where the control arm was supportive therapy, HCQ significantly reduced proteinuria at 6 months. However, in the studies that compared HCQ to immunosuppressive therapy, we found no difference in proteinuria reduction. HCQ had no impact on eGFR. CONCLUSION: HCQ seems to be an efficient alternative therapy for patients with IgAN who insufficiently respond to conventional therapy. However, ethnically diverse randomized controlled studies with long-term follow-up are needed.


Assuntos
Glomerulonefrite por IGA/tratamento farmacológico , Hidroxicloroquina/uso terapêutico , Proteinúria/tratamento farmacológico , Inibidores da Enzima Conversora de Angiotensina/uso terapêutico , Glomerulonefrite por IGA/urina , Humanos , Imunossupressores/uso terapêutico , Ensaios Clínicos Controlados Aleatórios como Assunto
18.
Skin Res Technol ; 27(5): 931-939, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-33822405

RESUMO

BACKGROUND: Medical technology is far from reaching its full potential. An area that is currently expanding is that of precision medicine. The aim of this article is to present an application of precision medicine-a deep-learning approach to computer-aided diagnosis in the field of dermatology. MATERIALS AND METHODS: The main dataset was proposed in the edition of the ISIC Challenge that took place in 2019 and included 25 331 dermoscopic images from eight different categories of lesions-three of them were malignant and five benign. The behavior of the model was also tested on a dataset collected from the second Department of Dermatology, of the Colentina Clinical Hospital. RESULTS: The overall accuracy of the model was 78.11%. Of the total 5031 samples included in the test subset, 3958 were correctly classified. The accuracy of the model on the clinical dataset is lower than that obtained in the first instance. CONCLUSION: The architecture of the model can be considered of general use, being able to be adapted in an optimal way for a wide range of classifications. The model has achieved performance within the expected limits but can be further improved by new methods.


Assuntos
Aprendizado Profundo , Dermatopatias , Neoplasias Cutâneas , Diagnóstico por Computador , Humanos , Dermatopatias/diagnóstico por imagem , Neoplasias Cutâneas/diagnóstico por imagem
19.
Clin Exp Nephrol ; 25(3): 240-250, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-33090339

RESUMO

INTRODUCTION: Data on pathologic features with prognostic utility in adults with minimal change disease (MCD) are limited. We assessed the relationship between histologic chronic changes and clinical presentation and outcomes. METHODS: The consecutive records of 79 patients with MCD and minimum of 6 months follow-up were retrospectively reviewed. Kidney survival was the primary endpoint (doubling serum creatinine or dialysis initiation). Secondary endpoints were time to remission and relapse. Total chronicity score was the sum of glomerulosclerosis (0-3), interstitial fibrosis (0-3), tubular atrophy (0-3), and arteriolosclerosis (0/1). RESULTS: The median renal chronicity score was 1; 77% had minimal (0-1), 18% mild (2-4), and 5% moderate (5-7) chronicity. Fifty percent had a null score; they were younger, had higher eGFR, similar proteinuria, better renal survival, and lower mortality. Mean kidney survival time was 5.7 (95% CI 5.2-6.2) years; 89% reached a form of remission at a median of 8 weeks; 31% relapsed at a mean of 26 months. Chronic changes severity predicted both relapses and kidney survival, each one-point increase in score raised with 27% the risk of relapse and with 31% the risk of dialysis initiation. Acute kidney injury (AKI) was present in 42% of the patients; they had more often mesangial proliferation, interstitial inflammation, tubular atrophy, arteriosclerosis, podocyte villous hypertrophy, and higher chronicity score. CONCLUSION: Standardized grading of chronicity was a predictor of kidney survival and disease relapse and was related to AKI. Older patients with severe nephrotic syndrome and with increased chronicity score could represent a high-risk category.


Assuntos
Rim/patologia , Nefrose Lipoide/patologia , Corticosteroides/uso terapêutico , Adulto , Idade de Início , Idoso , Atrofia , Biomarcadores/sangue , Biópsia , Doença Crônica , Creatinina/sangue , Feminino , Fibrose , Humanos , Imunossupressores/uso terapêutico , Rim/efeitos dos fármacos , Masculino , Pessoa de Meia-Idade , Nefrose Lipoide/sangue , Nefrose Lipoide/mortalidade , Nefrose Lipoide/terapia , Diálise Renal , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento
20.
Int Urol Nephrol ; 53(4): 739-747, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33128721

RESUMO

PURPOSE: Since patients' prognosis depends on the lesions identified by kidney biopsy (KB), we aimed to evaluate predictors of non-diabetic kidney disease (NDKD) in diabetic subjects and to assess their kidney outcome as compared to diabetic nephropathy (DN). METHODS: 180 adults diagnosed by KB with DN (n = 120) or NDKD (n = 60), over a 10 year time-span, were retrospectively included and followed for a mean of 48.1 (95% CI 43.1-53.1) months. Patients with superimposed specific lesions over DN and with steroid-induced diabetes were excluded. The primary endpoint was renal replacement therapy (RRT) initiation. Only subjects who were alive at the end of follow-up (73 with DN and 38 with NDKD) entered the kidney survival analysis. RESULTS: Membranous nephropathy (9%) was the most common NDKD. Predictors for NDKD were shorter duration of diabetes (OR 0.88; 95% CI 0.81-0.96, p = 0.004), absence of diabetic retinopathy (OR 0.08; 95% CI 0.01-0.44, p = 0.003), and nephrotic syndrome at presentation (OR 3.55; 95% CI 1.39-9.04, p = 0.008). Subjects with NDKD needed RRT later as those with DN [82 (95% CI 67-97.1) vs. 45 (95% CI 34-56.5) months, p = 0.001]. In an adjusted Cox model, biopsy diagnosed DN independently predicted RRT (OR 4.43; 95% CI 1.54-12.7, p = 0.006). Other predictors were lower eGFR, higher proteinuria, and absence of renin-angiotensin inhibitor therapy. CONCLUSION: As one-third of the investigated subjects had NDKD, and NDKD was associated with a better kidney survival, independently predicted by the type of glomerular lesion, KB appears the most reliable tool to guide therapy and to assess outcome in patients with diabetic kidney disease.


Assuntos
Nefropatias Diabéticas , Glomérulos Renais , Nefropatias Diabéticas/diagnóstico , Nefropatias Diabéticas/epidemiologia , Europa Oriental/epidemiologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Prevalência , Prognóstico , Estudos Retrospectivos
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