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1.
Blood ; 2024 May 31.
Artículo en Inglés | MEDLINE | ID: mdl-38820589

RESUMEN

Chronic kidney disease (CKD) is a major contributor to morbidity and mortality in sickle cell disease (SCD). Anemia, induced by chronic persistent hemolysis, is associated with progressive deterioration of renal health resulting in CKD. Moreover, patients with SCD experience acute kidney injury (AKI), a risk factor for CKD, often during vasoocclusive crisis associated with acute intravascular hemolysis. However, the mechanisms of the hemolysis-driven pathogenesis of the AKI-to-CKD transition in SCD remain elusive. Here, we investigated the role of increased renovascular rarefaction and the resulting substantial loss of vascular endothelial protein C receptor (EPCR) on the progressive deterioration of renal function in transgenic SCD mice. Multiple hemolytic events raised circulating levels of soluble EPCR (sEPCR) indicating loss of EPCR from the cell surface. Using bone marrow transplantation and super-resolution ultrasound imaging, we demonstrated that SCD mice overexpressing EPCR were protective against heme-induced CKD development. In a cohort of SCD patients, plasma sEPCR was significantly higher in individuals with CKD than in those without CKD. This study concludes that multiple hemolytic events may trigger CKD in SCD through the gradual loss of renovascular EPCR. Thus, restoration of EPCR may be a therapeutic target, and plasma sEPCR can be developed as a prognostic marker for sickle CKD.

2.
Clin Otolaryngol ; 49(2): 176-184, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-37915294

RESUMEN

OBJECTIVES: Tonsillectomy is the most common operation performed by otolaryngologists in the UK, despite this we have a poor understanding of the post-operative recovery. We aimed to investigate post-operative bleeding and pain following paediatric tonsillectomy using a patient diary. DESIGN: Prospective observational cohort study. SETTING: Multi-centre study involving 12 secondary and tertiary otolaryngology units across the North of England. Patients were recruited from 1st March 2020 to 30th June 2022. Multilevel ordered logistic regression model statistics were performed. PARTICIPANTS: Children (≥4 years, ≤16 years) undergoing tonsillectomy (with or without adenoidectomy) for benign pathology. MAIN OUTCOME MEASURES: Frequency and severity of post-operative bleeding. Intensity and pattern of post-operative pain. RESULTS: In total 297 children were recruited, with 91 (30.6%) diaries eligible for analysis. Post-operative bleeding occurred in 44% of children. Most frequently blood in the saliva was reported (82.9%). Increasing age significantly increased bleeding odds by 17% per year (p = .001). Bleeding frequency decreased with higher surgeon grade (p = .003) and when performing intracapsular coblation tonsillectomy (p = .02) compared with other techniques. Lower age and intracapsular coblation tonsillectomy, against other techniques, significantly reduced rates of pain post-operatively (p < .0001 and p = .0008). CONCLUSION: A high level of low-level post-operative bleeding was observed. Pain scores remained high for 5 days post-operatively then gradually reduce to normal by day 13. Intracapsular coblation tonsillectomy appears to be superior to all other techniques in terms of reducing post-operative bleeding and pain. These findings should be used to guide patients in the consent process to inform them of the expected nature of post-surgical recovery.


Asunto(s)
Tonsilectomía , Niño , Humanos , Tonsilectomía/efectos adversos , Tonsilectomía/métodos , Estudios de Cohortes , Estudios Prospectivos , Adenoidectomía/efectos adversos , Adenoidectomía/métodos , Hemorragia Posoperatoria/epidemiología , Hemorragia Posoperatoria/etiología , Dolor Postoperatorio/epidemiología , Dolor Postoperatorio/etiología
3.
Blood ; 135(13): 1044-1048, 2020 03 26.
Artículo en Inglés | MEDLINE | ID: mdl-32043112

RESUMEN

Acute kidney injury (AKI) is a major clinical concern in sickle cell disease (SCD). Clinical evidence suggests that red cell alarmins may cause AKI in SCD, however, the sterile inflammatory process involved has hitherto not been defined. We discovered that hemopexin deficiency in SCD is associated with a compensatory increase in α-1-microglobulin (A1M), resulting in an up to 10-fold higher A1M-to-hemopexin ratio in SCD compared with healthy controls. The A1M-to-hemopexin ratio is associated with markers of hemolysis and AKI in both humans and mice with SCD. Studies in mice showed that excess heme is directed to the kidneys in SCD in a process involving A1M causing AKI, whereas excess heme in controls is transported to the liver as expected. Using genetic and bone marrow chimeric tools, we confirmed that hemopexin deficiency promotes AKI in sickle mice under hemolytic stress. However, AKI was blocked when hemopexin deficiency in sickle mice was corrected with infusions of purified hemopexin prior to the induction of hemolytic stress. This study identifies acquired hemopexin deficiency as a risk factor of AKI in SCD and hemopexin replacement as a potential therapy.


Asunto(s)
Lesión Renal Aguda/etiología , Anemia de Células Falciformes/complicaciones , Anemia de Células Falciformes/genética , Susceptibilidad a Enfermedades , Hemopexina/deficiencia , Lesión Renal Aguda/diagnóstico , Animales , Biopsia , Modelos Animales de Enfermedad , Progresión de la Enfermedad , Eritrocitos/metabolismo , Tasa de Filtración Glomerular , Hemo/metabolismo , Humanos , Pruebas de Función Renal , Ratones , Modelos Biológicos
4.
Arterioscler Thromb Vasc Biol ; 41(2): 769-782, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33267657

RESUMEN

OBJECTIVE: Chronic hemolysis is a hallmark of sickle cell disease (SCD) and a driver of vasculopathy; however, the mechanisms contributing to hemolysis remain incompletely understood. Although XO (xanthine oxidase) activity has been shown to be elevated in SCD, its role remains unknown. XO binds endothelium and generates oxidants as a byproduct of hypoxanthine and xanthine catabolism. We hypothesized that XO inhibition decreases oxidant production leading to less hemolysis. Approach and Results: Wild-type mice were bone marrow transplanted with control (AA) or sickle (SS) Townes bone marrow. After 12 weeks, mice were treated with 10 mg/kg per day of febuxostat (Uloric), Food and Drug Administration-approved XO inhibitor, for 10 weeks. Hematologic analysis demonstrated increased hematocrit, cellular hemoglobin, and red blood cells, with no change in reticulocyte percentage. Significant decreases in cell-free hemoglobin and increases in haptoglobin suggest XO inhibition decreased hemolysis. Myographic studies demonstrated improved pulmonary vascular dilation and blunted constriction, indicating improved pulmonary vasoreactivity, whereas pulmonary pressure and cardiac function were unaffected. The role of hepatic XO in SCD was evaluated by bone marrow transplanting hepatocyte-specific XO knockout mice with SS Townes bone marrow. However, hepatocyte-specific XO knockout, which results in >50% diminution in circulating XO, did not affect hemolysis levels or vascular function, suggesting hepatocyte-derived elevation of circulating XO is not the driver of hemolysis in SCD. CONCLUSIONS: Ten weeks of febuxostat treatment significantly decreased hemolysis and improved pulmonary vasoreactivity in a mouse model of SCD. Although hepatic XO accounts for >50% of circulating XO, it is not the source of XO driving hemolysis in SCD.


Asunto(s)
Anemia de Células Falciformes/tratamiento farmacológico , Inhibidores Enzimáticos/farmacología , Eritrocitos/efectos de los fármacos , Febuxostat/farmacología , Hemodinámica/efectos de los fármacos , Hemólisis/efectos de los fármacos , Arteria Pulmonar/efectos de los fármacos , Xantina Oxidasa/antagonistas & inhibidores , Anemia de Células Falciformes/sangre , Anemia de Células Falciformes/enzimología , Anemia de Células Falciformes/fisiopatología , Animales , Modelos Animales de Enfermedad , Eritrocitos/enzimología , Hígado/enzimología , Masculino , Ratones Endogámicos C57BL , Ratones Noqueados , Arteria Pulmonar/enzimología , Arteria Pulmonar/fisiopatología , Función Ventricular/efectos de los fármacos , Xantina Oxidasa/genética , Xantina Oxidasa/metabolismo
5.
Surgeon ; 18(6): e33-e38, 2020 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-32653398

RESUMEN

BACKGROUND: This study aims to assess performance anxiety amongst orthopaedic trainees. Operating is equivalent in its skill level, both dexterous and mental, to that of elite sport. This study uses a slightly altered version of the validated Sports Competition Anxiety Test (SCAT), making it relevant to operating, rather than to sport, to evaluate peri-operative stress and anxiety in orthopaedic surgeons. METHODS: The SCAT questionnaire was sent to trainees across 3 UK. deaneries via email. A score of <17 suggests low-levels of anxiety, 17-24 suggests medium-levels of anxiety and >24 suggest high-levels of anxiety. Data was anonymised except from training grade and sex. RESULTS: 109 of 273 (40%) responded to the survey, 71% of respondents were male (n = 77). The mean SCAT score amongst Core Surgical Trainees was 16.9 (n = 21, range 12-23), Specialist Trainees years 3-5 was 18.7 (n = 51, range 12-28), Specialist Trainees years 6-8 was 16.8 (n = 26, range 11-24) and consultants was 16 (n = 11, range 11-28). Across all groups, when sub-divided by sex, females had higher mean scores, this was statistically significant for Specialist Trainees years 3-5 (p = 0.029) and Specialist Trainees years 6-8 (p = 0.042) groups. DISCUSSION: Surgical performance anxiety exists amongst orthopaedic surgeons, with females scoring higher than males. Five respondents scored "high-levels of anxiety" including 2 consultants level surgeons, suggesting experience does not entirely eliminate anxiety. Stress and anxiety are known to lead to surgical mistakes and "burnout" amongst surgeons which is highly topical at present. It is important to highlight this significant issue and it could be taken forward as a national survey to evaluate further.


Asunto(s)
Educación de Postgrado en Medicina , Estrés Laboral/epidemiología , Ortopedia/educación , Ansiedad de Desempeño/epidemiología , Cirujanos/psicología , Traumatología/educación , Femenino , Humanos , Masculino , Estrés Laboral/diagnóstico , Ansiedad de Desempeño/diagnóstico , Factores Sexuales , Encuestas y Cuestionarios , Reino Unido
6.
Entropy (Basel) ; 22(10)2020 Oct 09.
Artículo en Inglés | MEDLINE | ID: mdl-33286910

RESUMEN

The categorization of sleep stages helps to diagnose different sleep-related ailments. In this paper, an entropy-based information-theoretic approach is introduced for the automated categorization of sleep stages using multi-channel electroencephalogram (EEG) signals. This approach comprises of three stages. First, the decomposition of multi-channel EEG signals into sub-band signals or modes is performed using a novel multivariate projection-based fixed boundary empirical wavelet transform (MPFBEWT) filter bank. Second, entropy features such as bubble and dispersion entropies are computed from the modes of multi-channel EEG signals. Third, a hybrid learning classifier based on class-specific residuals using sparse representation and distances from nearest neighbors is used to categorize sleep stages automatically using entropy-based features computed from MPFBEWT domain modes of multi-channel EEG signals. The proposed approach is evaluated using the multi-channel EEG signals obtained from the cyclic alternating pattern (CAP) sleep database. Our results reveal that the proposed sleep staging approach has obtained accuracies of 91.77%, 88.14%, 80.13%, and 73.88% for the automated categorization of wake vs. sleep, wake vs. rapid eye movement (REM) vs. Non-REM, wake vs. light sleep vs. deep sleep vs. REM sleep, and wake vs. S1-sleep vs. S2-sleep vs. S3-sleep vs. REM sleep schemes, respectively. The developed method has obtained the highest overall accuracy compared to the state-of-art approaches and is ready to be tested with more subjects before clinical application.

7.
Br J Haematol ; 187(5): 666-675, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31389006

RESUMEN

Haemolysis is a major feature of sickle cell disease (SCD) that contributes to organ damage. It is well established that haem, a product of haemolysis, induces expression of the enzyme that degrades it, haem oxygenase-1 (HMOX1). We have also shown that haem induces expression of placental growth factor (PGF), but the organ specificity of these responses has not been well-defined. As expected, we found high level expression of Hmox1 and Pgf transcripts in the reticuloendothelial system organs of transgenic sickle cell mice, but surprisingly strong expression in the heart (P < 0·0001). This pattern was largely replicated in wild type mice by intravenous injection of exogenous haem. In the heart, haem induced unexpectedly strong mRNA responses for Hmox1 (18-fold), Pgf (4-fold), and the haem transporter Slc48a1 (also termed Hrg1; 2·4-fold). This was comparable to the liver, the principal known haem-detoxifying organ. The NFE2L2 (also termed NRF2) transcription factor mediated much of the haem induction of Hmox1 and Hrg1 in all organs, but less so for Pgf. Our results indicate that the heart expresses haem response pathway genes at surprisingly high basal levels and shares with the liver a similar transcriptional response to circulating haem. The role of the heart in haem response should be investigated further.


Asunto(s)
Anemia de Células Falciformes/metabolismo , Regulación de la Expresión Génica/efectos de los fármacos , Hemo-Oxigenasa 1/biosíntesis , Hemo/farmacología , Proteínas de la Membrana/biosíntesis , Factor 2 Relacionado con NF-E2/metabolismo , Factor de Crecimiento Placentario/biosíntesis , Anemia de Células Falciformes/tratamiento farmacológico , Anemia de Células Falciformes/genética , Anemia de Células Falciformes/patología , Animales , Femenino , Hemo-Oxigenasa 1/genética , Masculino , Proteínas de la Membrana/genética , Ratones , Ratones Noqueados , Factor 2 Relacionado con NF-E2/genética , Factor de Crecimiento Placentario/genética
8.
Sleep Breath ; 23(1): 333-339, 2019 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-30159633

RESUMEN

PURPOSE: Patients with sickle cell disease (SCD) regularly experience abnormal sleep, characterized by frequent arousals and reduced total sleep time. However, obstructive sleep apnea syndrome (OSAS) is a common comorbidity of SCD, making it unclear whether the disease per se is impacting sleep, or sleep disruption is secondary to the presence of OSAS. Thus, we assessed sleep, independent of OSAS, using a mouse model of SCD. METHODS: Sleep was compared between 10-to-12-week-old Townes knockout-transgenic mice with the sickle cell phenotype SS (n = 6) and Townes mice with sickle cell trait AS (n = 6; control). The mice underwent chronic polysomnographic electrode implantation (4EEG/2EMG) to assess sleep architecture. RESULTS: The SS mice had significantly lower hemoglobin concentration compared to control AS mice (7.3 ± 1.3 vs. 12.9 ± 1.7 g/dL; p < 0.01), consistent with the expected SCD phenotype. SS mice exhibited significantly decreased total NREM sleep time (45.0 ± 0.7 vs. 53.0 ± 1.3% 24 h sleep time; p < 0.01), but no change in total REM sleep time compared to the AS mice. The SS mice took longer to resume sleep after a wake period compared to the AS mice (3.2 ± 0.3 min vs. 1.9 ± 0.2 min; p < 0.05). Unexpectedly, SS mice experienced fewer arousals compared to AS mice (19.0 ± 0.9 vs. 23.3 ± 2.1 arousals/h of sleep; p = 0.031). CONCLUSIONS: The presence of decreased total NREM sleep associated with reduced arousals, in the absence of OSAS, suggests a distinctive underlying sleep phenotype in a mouse model of SCD.


Asunto(s)
Anemia de Células Falciformes/genética , Modelos Animales de Enfermedad , Fenotipo , Apnea Obstructiva del Sueño/genética , Privación de Sueño/genética , Animales , Nivel de Alerta/genética , Hemoglobinometría , Masculino , Ratones , Ratones Noqueados , Ratones Transgénicos , Polisomnografía , Rasgo Drepanocítico/genética , Sueño de Onda Lenta/genética , Vigilia/genética
9.
Br J Haematol ; 182(2): 271-275, 2018 07.
Artículo en Inglés | MEDLINE | ID: mdl-29923176

RESUMEN

Acute chest syndrome (ACS) mortality in sickle cell disease (SCD) rises sharply in young adult patients and mechanism-based prophylaxis is lacking. In SCD, haem oxygenase-1 (HO-1) declines with age and ACS is associated with low HO-1. To test if enhanced HO-1 can reduce ACS mortality, young SCD mice were treated with D3T (3H-1,2-dithiole-3-thione), an activator of nuclear-factor erythroid 2 like 2, which controls HO-1 expression, for 3 months. Following haem-induced ACS, all vehicle-treated mice succumbed to severe lung injury, while D3T-treated mice had significantly improved survival. Blocking HO-1 activity abrogated the D3T effect. Thus HO-1 may be targeted to reduce ACS severity in adult patients.


Asunto(s)
Síndrome Torácico Agudo/prevención & control , Factor 2 Relacionado con NF-E2/fisiología , Síndrome Torácico Agudo/inducido químicamente , Animales , Hematínicos/farmacología , Hemo-Oxigenasa 1/metabolismo , Hemina/toxicidad , Ratones Transgénicos , Oxígeno/sangre , Tionas/farmacología , Tiofenos/farmacología
10.
Blood Cells Mol Dis ; 69: 45-52, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-28624257

RESUMEN

Chronic systemic inflammation is a pathophysiological feature of sickle cell disease (SCD). Considering that regular exercise exerts multiple beneficial health effects including anti-inflammatory actions, we investigated whether a treadmill training program could minimize the inflammatory state in transgenic sickle cell (SS) mice. To test this hypothesis, SS mice were subjected to a treadmill training protocol of 1h/day, 5days a week for 8weeks. Exercise training increased the percent of venous oxyhemoglobin and sharply decreased the percent of carboxyhemoglobin suggesting that exercise training may limit the proportion of erythrocytes that were deoxygenated in the venous circulation. Exercise training attenuated systemic inflammation as attested by a significant drop in white blood cell (WBC) count and plasma Th1/Th2 cytokine ratio. There was reduction in interleukin-1ß and endothelin-1 mRNA expression in trained sickle mice. The spleen/body mass ratio was significantly decreased in trained sickle mice and there was a strong correlation between the magnitude of congestion and the relative spleen mass in all animals (trained and untrained). We conclude that moderate intensity exercise training, without any noticeable complications, may be associated with limited baseline blood deoxygenation and inflammation in sickle cell mice, and reduce sequestration of sickle erythrocytes/congestion in the spleen.


Asunto(s)
Anemia de Células Falciformes/patología , Inflamación/patología , Condicionamiento Físico Animal , Anemia de Células Falciformes/sangre , Anemia de Células Falciformes/genética , Animales , Biomarcadores , Citocinas/genética , Citocinas/metabolismo , Modelos Animales de Enfermedad , Índices de Eritrocitos , Genotipo , Humanos , Masculino , Ratones , Ratones Transgénicos , Estrés Oxidativo , Bazo/patología
11.
Surg Radiol Anat ; 40(8): 935-941, 2018 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-29218386

RESUMEN

OBJECTIVE: The present study was undertaken to know the anatomical basis of medial sural artery (MSA) and its perforators in Nepalese. METHODS: The popliteal arteries of 16 preserved cadaveric lower limbs were injected with a mixture of red ink and glycerine. The number, location, diameter of perforators; length and intramuscular course of pedicle; the branching pattern of MSA were observed and measured. RESULTS: The mean of 2.2 ± 1.2 perforators (range 0-4) was observed. The perforators were clustered between 8.6 and 25.7 cm from the popliteal crease and 0.3-7.5 cm from posterior midline of leg. The dominant perforators were observed in middle 1/3rd of the leg. The average pedicle length was 12.04 ± 3.27 cm. The intramuscular courses of pedicles were observed in deep and superficial strata in 65.7 and 34.3%, respectively. The MSA originated from popliteal artery in 62.5% and common sural artery in 37.5%. An accessory MSA was found in 12.5%. Type I and Type III branching patterns of MSA were observed in 31.2% each whereas Type II was found in 37.5%. The mean external diameter of perforators and MSA were 0.85 ± 0.27 mm and 2.2 ± 0.43 mm, respectively. CONCLUSIONS: The metrical presentation of this study provides an easy access to know about the distribution of perforators and branching pattern of MSA which will help the surgeons to make a convenient plan to harvest the MSA perforator flap in Nepalese population.


Asunto(s)
Arterias/anatomía & histología , Extremidad Inferior/irrigación sanguínea , Músculo Esquelético/irrigación sanguínea , Colgajo Perforante/irrigación sanguínea , Procedimientos de Cirugía Plástica/métodos , Adulto , Cadáver , Femenino , Humanos , Masculino , Persona de Mediana Edad , Nepal , Colgajo Perforante/trasplante
13.
Sci Rep ; 14(1): 3687, 2024 02 14.
Artículo en Inglés | MEDLINE | ID: mdl-38355876

RESUMEN

Chronic kidney disease (CKD) is a major worldwide health problem, affecting a large proportion of the world's population and leading to higher morbidity and death rates. The early stages of CKD sometimes present without visible symptoms, causing patients to be unaware. Early detection and treatments are critical in reducing complications and improving the overall quality of life for people afflicted. In this work, we investigate the use of an explainable artificial intelligence (XAI)-based strategy, leveraging clinical characteristics, to predict CKD. This study collected clinical data from 491 patients, comprising 56 with CKD and 435 without CKD, encompassing clinical, laboratory, and demographic variables. To develop the predictive model, five machine learning (ML) methods, namely logistic regression (LR), random forest (RF), decision tree (DT), Naïve Bayes (NB), and extreme gradient boosting (XGBoost), were employed. The optimal model was selected based on accuracy and area under the curve (AUC). Additionally, the SHAP (SHapley Additive exPlanations) and LIME (Local Interpretable Model-agnostic Explanations) algorithms were utilized to demonstrate the influence of the features on the optimal model. Among the five models developed, the XGBoost model achieved the best performance with an AUC of 0.9689 and an accuracy of 93.29%. The analysis of feature importance revealed that creatinine, glycosylated hemoglobin type A1C (HgbA1C), and age were the three most influential features in the XGBoost model. The SHAP force analysis further illustrated the model's visualization of individualized CKD predictions. For further insights into individual predictions, we also utilized the LIME algorithm. This study presents an interpretable ML-based approach for the early prediction of CKD. The SHAP and LIME methods enhance the interpretability of ML models and help clinicians better understand the rationale behind the predicted outcomes more effectively.


Asunto(s)
Inteligencia Artificial , Compuestos de Calcio , Óxidos , Insuficiencia Renal Crónica , Humanos , Teorema de Bayes , Calidad de Vida , Aprendizaje Automático , Hemoglobina Glucada , Insuficiencia Renal Crónica/diagnóstico
14.
Br J Haematol ; 162(5): 702-5, 2013 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-23802701

RESUMEN

We tested the hypothesis that extracellular haem is linked to the incidence of acute complications of sickle cell disease (SCD). Using multivariable regression analysis, higher plasma free haem, but not total plasma haem, was associated with increased odds of vaso-occlusive crisis (VOC) [P = 0·028, odds ratio (OR); 2·05, 95% Confidence Interval (CI) = 1·08-3·89] and acute chest syndrome (ACS) [P = 0·016, OR; 2·56, CI = 1·19, 5·47], after adjusting for age and gender in children with SCD. These findings suggest that haem and factors that influence its concentration in plasma may be informative of the risk of VOC and ACS in SCD patients.


Asunto(s)
Síndrome Torácico Agudo/etiología , Anemia de Células Falciformes/complicaciones , Arteriopatías Oclusivas/etiología , Hemo/análisis , Síndrome Torácico Agudo/sangre , Adolescente , Anemia de Células Falciformes/sangre , Arteriopatías Oclusivas/sangre , Biomarcadores/sangre , Niño , Preescolar , Femenino , Humanos , Masculino
15.
Sci Rep ; 13(1): 21613, 2023 12 07.
Artículo en Inglés | MEDLINE | ID: mdl-38062134

RESUMEN

Chronic kidney disease (CKD) remains one of the most prominent global causes of mortality worldwide, necessitating accurate prediction models for early detection and prevention. In recent years, machine learning (ML) techniques have exhibited promising outcomes across various medical applications. This study introduces a novel ML-driven monogram approach for early identification of individuals at risk for developing CKD stages 3-5. This retrospective study employed a comprehensive dataset comprised of clinical and laboratory variables from a large cohort of diagnosed CKD patients. Advanced ML algorithms, including feature selection and regression models, were applied to build a predictive model. Among 467 participants, 11.56% developed CKD stages 3-5 over a 9-year follow-up. Several factors, such as age, gender, medical history, and laboratory results, independently exhibited significant associations with CKD (p < 0.05) and were utilized to create a risk function. The Linear regression (LR)-based model achieved an impressive R-score (coefficient of determination) of 0.954079, while the support vector machine (SVM) achieved a slightly lower value. An LR-based monogram was developed to facilitate the process of risk identification and management. The ML-driven nomogram demonstrated superior performance when compared to traditional prediction models, showcasing its potential as a valuable clinical tool for the early detection and prevention of CKD. Further studies should focus on refining the model and validating its performance in diverse populations.


Asunto(s)
Algoritmos , Insuficiencia Renal Crónica , Humanos , Estudios Retrospectivos , Medición de Riesgo , Aprendizaje Automático , Insuficiencia Renal Crónica/diagnóstico
16.
Biomedicines ; 11(3)2023 Feb 24.
Artículo en Inglés | MEDLINE | ID: mdl-36979670

RESUMEN

Occlusion of cerebral blood vessels causes acute cerebral hypoxia-an important trigger of ischemic white matter injury and stroke in sickle cell disease (SCD). While chronic hypoxia triggers compensatory neuroprotection via insulin-like growth factor-1 (IGF-1) and hypoxia inducible factor-1α (HIF-1α), severe bouts of acute hypoxia and subsequent restoration of blood flow (hypoxia/reoxygenation, H/R) overwhelm compensatory mechanisms and cause neuroaxonal damage-identified as white matter lesions-in the brain. The neuroprotective role of IGF-1 in the pathogenesis of white matter injury in SCD has not been investigated; however, it is known that systemic IGF-1 is reduced in individuals with SCD. We hypothesized that IGF-1 supplementation may prevent H/R-induced white matter injury in SCD. Transgenic sickle mice homozygous for human hemoglobin S and exposed to H/R developed white matter injury identified by elevated expression of non-phosphorylated neurofilament H (SMI32) with a concomitant decrease in myelin basic protein (MBP) resulting in an increased SMI32/MBP ratio. H/R-challenge also lowered plasma and brain IGF-1 expression. Human recombinant IGF-1 prophylaxis significantly induced HIF-1α and averted H/R-induced white matter injury in the sickle mice compared to vehicle-treated mice. The expression of the IGF-1 binding proteins IGFBP-1 and IGFBP-3 was elevated in the IGF-1-treated brain tissue indicating their potential role in mediating neuroprotective HIF-1α signaling. This study provides proof-of-concept for IGF-1-mediated neuroprotection in SCD.

17.
PNAS Nexus ; 2(5): pgad149, 2023 May.
Artículo en Inglés | MEDLINE | ID: mdl-37215630

RESUMEN

White-matter injury in sickle-cell disease (SCD) includes silent cerebral infarction diagnosed by diffusion tensor imaging (DTI), a complication associated with cognitive dysfunction in children with SCD. The link between white-matter injury and cognitive dysfunction has not been fully elucidated. The goal of this study was to define whether cerebrovascular lesions and cognitive function in SCD are linked to neuroaxonal damage and astrocyte activation in humanized Townes' SCD mice homozygous for human sickle hemoglobin S (SS) and control mice homozygous for human normal hemoglobin A (AA). Mice underwent MRI with DTI and cognitive testing, and histology sections from their brains were stained to assess microstructural tissue damage, neuroaxonal damage, and astrocyte activation. Fractional anisotropy, showing microstructural cerebrovascular abnormalities identified by DTI in the white matter, was significantly associated with neuronal demyelination in the SS mouse brain. SS mice had reduced learning and memory function with a significantly lower discrimination index compared with AA control mice in the novel object recognition tests. Neuroaxonal damage in the SS mice was synchronously correlated with impaired neurocognitive function and activation of astrocytes. The interplay between astrocyte function and neurons may modulate cognitive performance in SCD.

18.
Br J Haematol ; 159(2): 211-5, 2012 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-22924607

RESUMEN

We report results of a pilot study of high-dose vitamin D in sickle cell disease (SCD). Subjects were given a 6-week course of oral high-dose cholecalciferol (4000-100 000 IU per week) or placebo and monitored prospectively for a period of six months. Vitamin D insufficiency and deficiency was present at baseline in 82·5% and 52·5% of subjects, respectively. Subjects who received high-dose vitamin D achieved higher serum 25-hydroxyvitamin D, experienced fewer pain days per week, and had higher physical activity quality-of-life scores. These findings suggest a potential benefit of vitamin D in reducing the number of pain days in SCD. Larger prospective studies with longer duration are needed to confirm these effects.


Asunto(s)
Anemia de Células Falciformes/tratamiento farmacológico , Dolor/tratamiento farmacológico , Vitamina D/administración & dosificación , Adolescente , Adulto , Anemia de Células Falciformes/sangre , Anemia de Células Falciformes/complicaciones , Calcifediol/farmacocinética , Niño , Método Doble Ciego , Femenino , Humanos , Masculino , Dolor/sangre , Dolor/etiología , Estudios Prospectivos , Vitamina D/farmacocinética
19.
Transfusion ; 52(2): 231-40, 2012 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-21790627

RESUMEN

BACKGROUND: Increased rates of red blood cell (RBC) alloimmunization in patients with sickle cell disease may be due to transfusion frequency, genetic predisposition, or immune dysregulation. To test the hypothesis that sickle cell pathophysiology influences RBC alloimmunization, we utilized two transgenic mouse models of sickle cell disease. STUDY DESIGN AND METHODS: Transgenic sickle mice, which express human α and ß(S) globin, were transfused with fresh or 14-day-stored RBCs containing the HOD (hen egg lysozyme, ovalbumin, and human Duffy(b) ) antigen; some recipients were inflamed with poly(I : C) before transfusion. Anti-HOD alloantibody responses were subsequently measured by enzyme-linked immunosorbent assay and flow crossmatch; a cohort of recipients had posttransfusion serum cytokines measured by bead array. RESULTS: Both Berkeley and Townes homozygous (SS) and heterozygous (AS) mice had similar rates and magnitude of anti-HOD RBC alloimmunization after fresh HOD RBC transfusion compared with control animals; under no tested condition did homozygous SS recipients make higher levels of alloantibodies than control animals. Unexpectedly, homozygous SS recipients had blunted cytokine responses and lower levels of anti-HOD alloantibodies after transfusion of 14-day stored RBCs, compared with control animals. CONCLUSIONS: In sum, homozygous ß(S) expression and the ensuing disease state are not alone sufficient to enhance RBC alloimmunization to transfused HOD RBCs in two distinct humanized murine models of sickle cell disease under the conditions examined. These data suggest that other factors may contribute to the high rates of RBC alloimmunization observed in humans with sickle cell disease.


Asunto(s)
Anemia de Células Falciformes/inmunología , Transfusión de Eritrocitos/efectos adversos , Eritrocitos/inmunología , Eritrocitos/metabolismo , Isoanticuerpos/inmunología , Muramidasa/metabolismo , Anemia de Células Falciformes/sangre , Anemia de Células Falciformes/metabolismo , Anemia de Células Falciformes/terapia , Animales , Modelos Animales de Enfermedad , Humanos , Inmunización , Isoanticuerpos/sangre , Ratones , Ratones Endogámicos BALB C , Ratones Endogámicos C57BL , Ratones Endogámicos DBA , Ratones Transgénicos , Muramidasa/genética , Muramidasa/inmunología
20.
Front Pharmacol ; 13: 880834, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35620281

RESUMEN

Activation of Nrf2, a major transcription factor that drives the antioxidant defense system, is an emerging therapeutic strategy in Sickle Cell Disease (SCD). In this study, transgenic Sickle Cell Anemia mice (SS mice) treated with CDDO-Methyl (CDDO-Me), a potent Nrf2 activator, showed reduced progression of hemolytic anemia with aging, but surprisingly also showed reduced endothelial function. Pulmonary vessels isolated from SS mice treated for 4 months with CDDO-Me displayed a diminished response to nitric oxide (NO)-induced vasodilation compared to littermates given vehicle. It is unclear what molecular mechanism underly the vascular impairment, however, our in vitro assays revealed that CDDO-Me induced the expression of the endothelin receptor (ETA and ETB) in vascular smooth muscle cells. Endothelin signaling is associated with increased vascular tone and vasoconstriction. This study underscores the importance of pre-clinical benefit-risk investigations of Nrf2 activating compounds which may be used to treat patients with SCD.

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