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1.
Zhonghua Yi Xue Za Zhi ; 104(38): 3600-3603, 2024 Oct 15.
Artigo em Chinês | MEDLINE | ID: mdl-39414589

RESUMO

Patients who aged≥6 years and had hearing loss due to GJB2 or SLC26A4 mutation from the Chinese Deafness Genome Project between January 2020 and December 2023 were included. A total of 43 patients with GJB2 mutation were detected, including 25 males and 18 females, with a mean age of (20.4±11.4) years. There were 20 patients with SLC26A4 mutation, including 9 males and 11 females, with a mean age of (15.7±9.1) years. The mean hearing threshold of GJB2 and SLC26A4 mutation patients was 54.1 (95%CI: 49.1-59.1) decibel hearing level (dB HL) and 66.1 (95%CI: 58.6-73.6) dB HL, respectively. The hearing threshold of GJB2 and SLC26A4 mutation patients increased at a rate of 0.21 (95%CI:-0.15-0.57) dB HL/year and 2.22 (95%CI: 1.46-2.99) dB HL/year, respectively. The current study indicates that patients with SLC26A4 mutation show a progressive trend of hearing decline with the increase of age.


Assuntos
Conexina 26 , Surdez , Proteínas de Membrana Transportadoras , Mutação , Transportadores de Sulfato , Humanos , Transportadores de Sulfato/genética , Feminino , Masculino , Proteínas de Membrana Transportadoras/genética , Surdez/genética , Adulto Jovem , Adolescente , Progressão da Doença , Genes Recessivos , Conexinas/genética , Criança , Perda Auditiva/genética , Adulto , Limiar Auditivo
2.
Acta Endocrinol (Buchar) ; 20(1): 103-106, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39372305

RESUMO

Context: Parathyroid carcinomas (PC) are rare. Imaging and laboratory tests can suggest a diagnosis of PC, but pathological examination is ultimately required to confirm the diagnosis. Objective: The clinicopathologic data, diagnosis, and treatment of a case of PC diagnosed in our hospital in 2022 are retrospectively summarized in this case report to improve the understanding, diagnosis, and differential diagnosis of this disease. Design: Case report. Subjects and Methods: Herein, we present the case of a 35-year-old man who presented with imaging and laboratory findings suggestive of a parathyroid neoplasm. Results: The patient underwent radical resection of the tumor, which was histopathologically diagnosed as PC. Conclusion: In this case, the clinical manifestations of PC were insidious, and the histological features had to be differentiated from tumors, such as parathyroid adenoma, clear cell renal cell carcinoma, and medullary thyroid carcinoma; thus, its diagnosis was challenging.

3.
JDR Clin Trans Res ; : 23800844241280383, 2024 Oct 09.
Artigo em Inglês | MEDLINE | ID: mdl-39385367

RESUMO

OBJECTIVES: Dental caries and periodontitis are among the most prevalent chronic diseases worldwide and have been associated with atherosclerotic cardiovascular diseases (ASCVD). This study aimed to determine (1) the independent associations between subclinical ASCVD markers (carotid intima media thickness [CIMT] and coronary artery calcification [CAC]) and quantitative indices of oral disease including the decayed, missing, and filled teeth (DMFT) index, gingivitis parameters, periodontal status, and number of teeth lost and (2) the extent to which metabolites altered in individuals with oral disease overlapped with those altered in individuals with ASCVD. METHODS: We used data from 552 participants recruited through the Dental Strategies Concentrating on Risk Evaluation project. Oral examinations were conducted, and CIMT and CAC were measured. Multiple linear regression models were constructed with CIMT and CAC as dependent variables in the epidemiologic analysis. In the metabolomic analysis, logistic or linear regression was used to test 1,228 metabolites for association with each phenotype adjusted for age, sex, race, blood pressure, smoking, diabetes, cholesterol, high-sensitivity C-reactive protein, and interleukin-6. RESULTS: None of the oral disease markers were significant predictors of ASCVD markers in the fully adjusted models. However, critical lipid and lipid-signaling pathway metabolites were significantly associated with gingivitis, periodontitis, and DMFT: the lysophospholipid pathway (odds ratio [OR] = 2.29, false discovery rate [FDR]-adjusted P = 0.038) and arachidonate with gingivitis (OR = 2.35, FDR-adjusted P = 0.015), the sphingolipid metabolism pathway with periodontitis (OR = 2.09, FDR-adjusted P = 0.029), and borderline associations between plasmalogen and lysophospholipid pathways and DMFT (P = 0.055). Further, the same metabolite from the sphingolipid metabolism pathway, sphingomyelin (d17:1/14:0, d16:1/15:0), was inversely associated with both CIMT (ß = -0.14, FDR-adjusted P = 0.014) and gingivitis (OR = 0.04, FDR-adjusted P = 0.033). CONCLUSIONS: The discovery of a common sphingomyelin metabolite in both disease processes is a novel finding suggesting that gingivitis and periodontitis may be associated with some overlapping metabolic pathways associated with ASCVD and indicating potential shared mechanisms among these diseases. KNOWLEDGE TRANSFER STATEMENT: The same metabolites may be altered in atherosclerosis and oral disease. Specifically, a common sphingomyelin metabolite was inversely associated with gingivitis and carotid intima media thickness, a subclinical marker of atherosclerotic cardiovascular disease. These findings can provide valuable insights for future mechanistic studies to establish potential causal relationships, with the hope of influencing disease prevention and targeted early treatment.

4.
Zhongguo Xue Xi Chong Bing Fang Zhi Za Zhi ; 36(4): 393-398, 2024 Jul 30.
Artigo em Chinês | MEDLINE | ID: mdl-39322300

RESUMO

OBJECTIVE: To analyze the characteristics of visceral leishmaniasis cases in Henan Province, so as to provide insights into formulation of the visceral leishmaniasis control srtrategy. METHODS: All epidemiological data of reported visceral leishmaniasis cases in Henan Province from 2021 to 2023 were retrieved from the National Notifiable Disease Report Information Management System of Chinese Center for Disease Control and Prevention, and the epidemiological features and diagnosis of visceral leishmaniasis cases were descriptively analyzed. RESULTS: A total of 93 visceral leishmaniasis cases were reported in Henan Province from 2021 to 2023, with a male to female ratio of 2.58∶1, and including 2 imported cases from other provinces and 91 local cases. The number of visceral leishmaniasis cases peaked during the period between March and May, and between July and October. The reported visceral leishmaniasis cases had ages of 7 months to 74 years, with the largest number of cases found at ages of 0 to 9 years (26 cases, 27.96%), followed by at ages of 60 to 70 years (24 cases, 25.81%). Farmer (47 cases, 50.54%) and diaspora children (19 cases, 20.43%) were predominant occupations, and 91 local visceral leishmaniasis cases were found in 6 cities of Zhengzhou, Luoyang, Anyang, Hebi, Sanmenxia and Xuchang. The median duration from onset of visceral leishmaniasis to diagnosis was 20 days, and there were 25.81% (24/93) cases with 10 days and less duration from onset to diagnosis, 38.71% (36/93) cases receiving diagnosis at 11 to 30 days following onset, and 35.48% (33/93) cases receiving diagnosis for more than 30 days following onset. All cases were predominantly diagnosed in province- (60.00%) and city-level (28.89%) medical institutions. CONCLUSIONS: The number of visceral leishmaniasis is on the rise in Henan Province, with a gradually expanding coverage. Intensified monitoring of visceral leishmaniasis cases, dogs, and vectors, dog management, sandflies control and improved individual protection are recommended to prevent the spread of visceral leishmaniasis.


Assuntos
Leishmaniose Visceral , Leishmaniose Visceral/epidemiologia , Humanos , China/epidemiologia , Masculino , Pré-Escolar , Feminino , Criança , Adolescente , Pessoa de Meia-Idade , Adulto , Lactente , Idoso , Adulto Jovem , Animais , Cães , Recém-Nascido
5.
Zhonghua Liu Xing Bing Xue Za Zhi ; 45(7): 932-940, 2024 Jul 10.
Artigo em Chinês | MEDLINE | ID: mdl-39004964

RESUMO

Objective: To explore the association between insulin resistance (IR) and genome-wide DNA methylation based on Shanghai twin study. Methods: Monozygotic twins (MZ) from Shanghai were recruited during 2012-2013, 2017-2018, and 2022-2023. Data were collected by questionnaire survey, physical examination and laboratory tests. Genome-wide DNA methylation was quantified. Generalized linear mixed effect model was applied to analyze the association between methylation level at each site and homeostatic model assessment 2-insulin resistance (HOMA2-IR). Non-paired and paired designs were used to assess the association between DNA methylation and phenotype of IR. Cluster analysis was conducted to identify the clusters of top significant sites. Generalized linear regression was performed to examine the differential methylation patterns from clusters. Results: A total of 100 MZ pairs were included in this study. Hypermethylated cg10535199-2q23.1 (ß=0.74%, P=1.51×10-7, OR=1.06, 95%CI: 1.03-1.09) and ch.17.49619327-SPOP (ß=0.23%, P=7.54×10-7, OR=1.17, 95%CI: 1.08-1.28) were identified with suggestive significance. After correcting for multiple testing, no sites reached genome-wide significance. There was no statistical significance in the paired analysis. Two clusters with hypomethylated (ß=-0.39%, P<0.001) and hypermethylated (ß=0.47%, P<0.001) patterns were observed for HOMA2-IR. Conclusions: IR was significantly associated with DNA methylation, and genetic factors might contribute to the association.


Assuntos
Metilação de DNA , Resistência à Insulina , Feminino , Humanos , Masculino , China/epidemiologia , Estudo de Associação Genômica Ampla , Resistência à Insulina/genética , Gêmeos Monozigóticos
7.
Nan Fang Yi Ke Da Xue Xue Bao ; 44(6): 1141-1148, 2024 Jun 20.
Artigo em Chinês | MEDLINE | ID: mdl-38977344

RESUMO

OBJECTIVE: To predict the risk of in-hospital death in patients with chronic heart failure (CHF) complicated by lung infections using interpretable machine learning. METHODS: The clinical data of 1415 patients diagnosed with CHF complicated by lung infections were obtained from the MIMIC-IV database. According to the pathogen type, the patients were categorized into bacterial pneumonia and non-bacterial pneumonia groups, and their risks of in-hospital death were compared using Kaplan-Meier survival curves. Univariate analysis and LASSO regression were used to select the features for constructing LR, AdaBoost, XGBoost, and LightGBM models, and their performance was compared in terms of accuracy, precision, F1 value, and AUC. External validation of the models was performed using the data from eICU-CRD database. SHAP algorithm was applied for interpretive analysis of XGBoost model. RESULTS: Among the 4 constructed models, the XGBoost model showed the highest accuracy and F1 value for predicting the risk of in-hospital death in CHF patients with lung infections in the training set. In the external test set, the XGBoost model had an AUC of 0.691 (95% CI: 0.654-0.720) in bacterial pneumonia group and an AUC of 0.725 (95% CI: 0.577-0.782) in non-bacterial pneumonia group, and showed better predictive ability and stability than the other models. CONCLUSION: The overall performance of the XGBoost model is superior to the other 3 models for predicting the risk of in-hospital death in CHF patients with lung infections. The SHAP algorithm provides a clear interpretation of the model to facilitate decision-making in clinical settings.


Assuntos
Insuficiência Cardíaca , Mortalidade Hospitalar , Aprendizado de Máquina , Humanos , Insuficiência Cardíaca/mortalidade , Insuficiência Cardíaca/complicações , Masculino , Feminino , Doença Crônica , Algoritmos , Pneumonia/mortalidade , Pneumonia/complicações , Pneumonia Bacteriana/mortalidade , Pneumonia Bacteriana/complicações , Idoso , Fatores de Risco , Pessoa de Meia-Idade , Estimativa de Kaplan-Meier
8.
Zhonghua Xue Ye Xue Za Zhi ; 45(5): 509-511, 2024 May 14.
Artigo em Chinês | MEDLINE | ID: mdl-38964928

RESUMO

Guillain-Barre syndrome rarely develops after allogeneic hematopoietic stem cell transplantation (allo-HSCT), and only a few reports exist in China. Guillain-Barre syndrome is an acute and life-threatening condition that requires early diagnosis and treatment. A patient with acute myeloid leukemia underwent allogeneic HSCT for >5 months and gradually developed limb muscle weakness and limited eye movement after coexisting with delayed acute intestinal graft-versus-host disease. After the examination of cerebrospinal fluid and electromyography, the diagnosis of Guillain-Barre syndrome was confirmed. After a high-dose intravenous immunoglobulin (IVIg) treatment, muscle strength gradually recovered, and the prognosis was good.


Assuntos
Síndrome de Guillain-Barré , Transplante de Células-Tronco Hematopoéticas , Humanos , Transplante de Células-Tronco Hematopoéticas/efeitos adversos , Síndrome de Guillain-Barré/etiologia , Síndrome de Guillain-Barré/diagnóstico , Síndrome de Guillain-Barré/terapia , Masculino , Transplante Homólogo , Adulto , Leucemia Mieloide Aguda/terapia
9.
Animal ; 18(8): 101237, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-39053158

RESUMO

Sulphate plays a vital role in the growth and development of the foetus. Sodium sulphate (Na2SO4) is utilised as a dietary protein nutrient factor and helps replenish sulphur elements in livestock and poultry. Therefore, this study aimed to investigate the effects of Na2SO4 supplementation in mid to late pregnancy on bile acid metabolism, amino acid metabolism, placental vascular development and antioxidant capacity of sows. At day 1 of gestation (G1), a total of twenty-six primiparous sows were carefully chosen and randomised into two groups: (1) control group, (2) Na2SO4 group (1.40 g/kg). Blood samples and placentas from sows were collected to measure biochemistry parameters, antioxidant indexes, placental vascular density, and indicators related to bile acid metabolism and amino acid concentrations, respectively. We found that dietary supplementation with Na2SO4 had a tendency for a reduction of incidence of stillborn at farrowing. Further observation showed that sows supplemented with Na2SO4 had decreased total bile acid level in cord blood, and increased placental gene expression of sulphotransferase and organic anion transport peptide. Na2SO4 supplementation increased catalase and total superoxide dismutase activity in cord blood, decreased placental malondialdehyde content, and enhanced placental protein expression of Sirtuin 1. Moreover, Na2SO4 consumption resulted in increased vascular density of placental stroma and elevated amino acid levels in sows and cord blood. Furthermore, maternal Na2SO4 consumption reduced serum urea concentrations of sows and umbilical cord blood at G114. In addition, dietary supplementation with Na2SO4 activated the protein expression of the placental mechanistic target of rapamycin complex 1. Collectively, these findings indicated that maternal supplementation with Na2SO4 during mid-to-late gestation elevated foetal survival via improving placental angiogenesis, bile acid metabolism and amino acid utilisation.


Assuntos
Aminoácidos , Angiogênese , Ração Animal , Ácidos e Sais Biliares , Suplementos Nutricionais , Placenta , Sulfatos , Animais , Feminino , Gravidez , Aminoácidos/metabolismo , Angiogênese/efeitos dos fármacos , Fenômenos Fisiológicos da Nutrição Animal/efeitos dos fármacos , Antioxidantes/metabolismo , Ácidos e Sais Biliares/metabolismo , Neovascularização Fisiológica/efeitos dos fármacos , Placenta/metabolismo , Placenta/efeitos dos fármacos , Sulfatos/administração & dosagem , Suínos
10.
Zhonghua Yan Ke Za Zhi ; 60(5): 454-456, 2024 May 11.
Artigo em Chinês | MEDLINE | ID: mdl-38706085

RESUMO

A 47-year-old male patient with a history of Takayasu arteritis presented with prominent symptoms of left eyeball fixation, protrusion, and visual loss. Orbital magnetic resonance imaging revealed hyperintensity on diffusion-weighted imaging of the left optic nerve, with corresponding low signal on apparent diffusion coefficient maps, suggestive of acute infarction of the left optic nerve. Combined with the patient's cranial magnetic resonance imaging findings, the diagnosis of cavernous sinus syndrome was established.


Assuntos
Síndromes do Seio Cavernoso , Nervo Óptico , Arterite de Takayasu , Humanos , Masculino , Pessoa de Meia-Idade , Seio Cavernoso/diagnóstico por imagem , Seio Cavernoso/patologia , Síndromes do Seio Cavernoso/complicações , Síndromes do Seio Cavernoso/diagnóstico por imagem , Imagem de Difusão por Ressonância Magnética , Nervo Óptico/diagnóstico por imagem , Arterite de Takayasu/complicações , Arterite de Takayasu/diagnóstico por imagem
13.
Eur Rev Med Pharmacol Sci ; 28(7): 2677-2685, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38639507

RESUMO

OBJECTIVE: This study explored the determinants of post-stroke depression (PSD) in ischemic stroke (AIS) patients and its association with the burden score of cerebral small vessel disease (CSVD). PATIENTS AND METHODS: We analyzed 374 AIS patients treated between January 2020 and January 2022. Patients were categorized into 90 with PSD and 284 without PSD, enabling an investigation into PSD risk factors and the CSVD-PSD relationship. RESULTS: There was no significant difference in health factors between PSD and non-PSD patients (p>0.05). However, significant disparities were noted in age, gender, initial Barthel Index (BI), Mini-Mental State Examination (MMSE) score, plasma fibrinogen, homocysteine, red cell distribution width, National Institutes of Health Stroke Scale (NIHSS) score, and CSVD burden score (p<0.05). Regression analysis indicated that these variables were pivotal PSD predictors (OR>1, p<0.05). Surprisingly, a positive correlation with PSD occurrence was found for age, NIHSS score, plasma fibrinogen, homocysteine levels, red cell distribution width, CSVD burden score (r=0.565, 0.615, 0.482, 0.514, 0.572, 0.608, respectively; p<0.05). Meanwhile, the MMSE score and BI index were inversely related to PSD onset (r=-0.604, -0.590; p<0.05). The ROC curve analysis of the combination model based on MMSE, NIHSS and CSVD score revealed an AUC of 0.926 and Youden's index of 0.744. CONCLUSIONS: Age, MMSE score, BI index, NIHSS score, plasma fibrinogen concentration, homocysteine level, red blood cell distribution width, and CSVD burden score are all major influencing factors in the occurrence of PSD. The combination model based on MMSE, NIHSS, and CSVD scores presented a valuable approach to predicting PSD.


Assuntos
Doenças de Pequenos Vasos Cerebrais , AVC Isquêmico , Acidente Vascular Cerebral , Estados Unidos , Humanos , Depressão/diagnóstico , Acidente Vascular Cerebral/complicações , Acidente Vascular Cerebral/diagnóstico , Doenças de Pequenos Vasos Cerebrais/complicações , Fibrinogênio , Homocisteína
14.
Zhonghua Nei Ke Za Zhi ; 62(12): 1423-1429, 2023 Dec 01.
Artigo em Chinês | MEDLINE | ID: mdl-38044068

RESUMO

Acute respiratory and circulatory disorders are the most common critical syndromes, the essence of which is damage to the organs/systems of the heart and lungs. These comprise the essential manifestation of disease and injury progression to the severe stage. Its development involves the following components: individual specificity, primary disease strike, dysregulation of the host's response, and systemic disorders. Admission for acute respiratory and circulatory disorders is a clinical challenge. Based on a previously proposed flow, a critical care ultrasound-based stepwise approach (PIEPEAR) as a standard procedure to manage patients with acute cardiorespiratory compromise and practical experience in recent years, a modified seven-step analysis and treatment process has been developed to help guide clinicians with rational thinking and standardized treatment when faced with acute respiratory and circulatory disorders. The process consists of seven steps: problem-based clinical analysis, intentional information acquisition, evaluation of core disorder based on critical care ultrasound, pathophysiology and host response phenotype identification, etiology diagnosis, act treatment through pathophysiology-host response and etiology, and re-check. The modified seven-step approach is guided by a "modular analysis" style of thinking and visual monitoring. This approach can strengthen the identification of clinical problems and facilitate a three-in-one analysis. It focuses on pathophysiological disorders, body reactions, and primary causes to more accurately understand the condition's key points, and make treatment more straight forward, to finally achieve the aim of "comprehensive cognition and refined treatment".


Assuntos
Doenças Cardiovasculares , Humanos , Fluxo de Trabalho , Cuidados Críticos , Coração , Ultrassonografia
15.
Zhonghua Yi Xue Za Zhi ; 103(48): 3909-3916, 2023 Dec 26.
Artigo em Chinês | MEDLINE | ID: mdl-38129167

RESUMO

Objective: To explore the correlation of the ratio of venous-arterial carbon dioxide (CO2) tension difference to arterial-venous O2 content difference (Pv-aCO2/Ca-vO2) and venous-arterial CO2 gradient (Pv-aCO2) during cardiopulmonary bypass (CPB) with acute kidney injury (AKI) after pediatric cardiac surgery. Methods: The clinical data of children (1 month ≤ age ≤ 3 years old) who underwent open heart surgery under CPB in West China Hospital of Sichuan University from March 2021 to August 2022 were retrospectively analyzed. All paired blood gases of the children during CPB (the sampling time interval of arterial and venous blood was within 10 minutes) were collected. According to the Failure, Loss, End-Stage Renal Disease (pRIFLE) diagnostic criteria, the children were divided into AKI group and non-AKI group. Multivariate logistic regression analysis was performed to identify the risk factors of postoperative AKI in pediatric cardiac surgery. Results: A total of 213 children were enrolled (101 males and 112 females), aged 12(6, 24) months, and 84 of them (39.4%) developed AKI. Three children died in AKI group, with a mortality of 3.6%. There were no deaths in non-AKI group. The incidence of postoperative low cardiac output syndrome (LCOS) was higher in AKI group [29.8% (25/84) vs 7.0% (9/129), P<0.001]. In addition, compared with the non-AKI group, children in AKI group had longer recovery time [15 (6, 78) h vs 6 (3, 19) h, P<0.001], mechanical ventilation time [17 (7, 97) h vs 6 (4, 20) h, P<0.001], intensive care unit (ICU) stay [6 (4, 11) d vs 3 (2, 5) d, P<0.001], and hospital stay [12 (9, 18) d vs 9 (8, 11) d, P<0.001]. A total of 317 arterial and venous blood gas pairs from 30 (n=207), 60 (n=75) and 90 min (n=35) after aortic clamping were included in the analysis. Univariate analysis showed that Pv-aCO2/Ca-vO2 (P=0.015) at 30 min after aortic clamping, Pv-aCO2 (P=0.041) and Pv-aCO2/Ca-vO2 (P=0.014) at 60 min after aortic clamping, peak Pv-aCO2 (P=0.009), peak Pv-aCO2/Ca-vO2 (P<0.001) and the average value of Pv-aCO2/Ca-vO2 (P=0.001) were higher in AKI group. Multivariate logistic regression analysis showed that longer duration of CPB (OR=1.013, 95%CI: 1.003-1.023, P=0.012), higher peak Pv-aCO2/Ca-vO2 (OR=1.337, 95%CI: 1.037-1.723, P=0.025) were risk factors for AKI. Conclusion: The occurrence of AKI after pediatric cardiac surgery is related to the short-term adverse clinical prognosis, and longer duration of CPB and higher peak Pv-aCO2/Ca-vO2 are independent risk factors for AKI.


Assuntos
Injúria Renal Aguda , Procedimentos Cirúrgicos Cardíacos , Masculino , Feminino , Humanos , Criança , Pré-Escolar , Dióxido de Carbono , Ponte Cardiopulmonar/efeitos adversos , Estudos Retrospectivos , Procedimentos Cirúrgicos Cardíacos/efeitos adversos , Fatores de Risco
16.
Zhonghua Yu Fang Yi Xue Za Zhi ; 57(11): 1862-1868, 2023 Nov 06.
Artigo em Chinês | MEDLINE | ID: mdl-38008578

RESUMO

This study used machine learning techniques combined with routine blood cell analysis parameters to build preliminary prediction models, helping differentiate patients with depression from healthy controls, or patients with anxiety. A multicenter study was performed by collecting blood cell analysis data of Beijing Chaoyang Hospital and the First Hospital of Hebei Medical University from 2020 to 2021. Machine learning techniques, including support vector machine, decision tree, naïve Bayes, random forest and multi-layer perceptron were explored to establish a prediction model of depression. The results showed that based on the blood cell analysis results of healthy controls and depression group, the accuracy of prediction model reached as high as 0.99, F1 was 0.975. Receiver operating characteristic curve area and average accuracy were 0.985 and 0.967, respectively. Platelet parameters contributed mostly to depression prediction model. While, to random forest differential diagnosis model based on the data from depression and anxiety groups, prediction accuracy reached 0.68 and AUC 0.622. Age, platelet parameters, and average volume of red blood cells contributed the most to the model. In conclusion, the study researched on the prediction model of depression by exploring blood cell analysis parameters, revealing that machine learning models were more objective in the evaluation of mental illness.


Assuntos
Depressão , Aprendizado de Máquina , Humanos , Teorema de Bayes , Máquina de Vetores de Suporte , Contagem de Células Sanguíneas
17.
Zhonghua Yu Fang Yi Xue Za Zhi ; 57(10): 1601-1607, 2023 Oct 06.
Artigo em Chinês | MEDLINE | ID: mdl-37859377

RESUMO

Using machine learning algorithms to construct an early prediction model of brucellosis to improve the diagnosis efficiency of Brucellosis. This study was a case-control study. 2 381 brucellosis patients from Beijing Ditan Hospital affiliated to Capital Medical University were retrospectively collected as case group, and healthy people from Beijing Chaoyang Hospital affiliated to Capital Medical University were collected as control group from May 9, 2011 to November 29, 2021. The relevant clinical information and full blood count results of 13 257 data were collected and five algorithms of machine learning were used to construct an early predication model of brucellosis by using machine learning: random forest, Naive Bayes, decision tree, logistic regression and support vector machine;14 074 data (2 143 cases incase group and 11 931 cases in control group) were used to establish the early predication model of brucellosis, and 1 564 (238 cases in case group and 1 326 cases in control group) data were used to test the predication efficiency of the brucellosis model. The results showed that the support vector machine algorithm has the best predication performance by comparing the five machine learning models. The area under receiver curve (AUC) of receiver operating characteristic (ROC) was 0.991, and the accuracy, precision, specificity and Recall were 95.6%, 95.5%, 95.4% and 95.9%, respectively. Based on the SHAP plot, platelet distribution width (PDW) and basophil relative value (BASO%) results were low, and men with high coefficient of variation (R-CV), erythrocyte hemoglobin concentration (MCHC), and platelet volume (MPV) were predicted to be at high risk of brucellosis. Platelet distribution width (PDW) contributed the most to the prediction model, followed by red blood cell distribution width coefficient of variation (R-CV). In conclusion, the establishment of a high-precision early predication method of brucellosis based on machine learning may be of great significance for the early detection and treatment of brucellosis patients.


Assuntos
Algoritmos , Aprendizado de Máquina , Masculino , Humanos , Estudos Retrospectivos , Estudos de Casos e Controles , Teorema de Bayes
18.
J Fr Ophtalmol ; 2023 Sep 21.
Artigo em Inglês | MEDLINE | ID: mdl-37741755

RESUMO

PURPOSE: To compare the safety and efficacy of fortified antibiotics and fluoroquinolones in the treatment of bacterial keratitis. METHODS: PubMed, EMBASE, Cochrane Library, CNKI, Wanfang database and VIP database were systematically searched for randomized controlled trials (RCT) of treatment of bacterial keratitis with fortified antibiotics and fluoroquinolones. Rev Man 5.3 software was used to analyze outcome index cure rate, time to cure, and adverse events in a meta-analysis. RESULTS: After literature search and screening, 9 randomized controlled trials were included in this study. Compared with traditional fortified antibiotic therapy, fluoroquinolones show consistency in terms of cure rate and incidence of adverse events: cure rates (OR=0.99, 95% CI: 0.75, 1.30) and incidence of adverse events (OR=0.75, 95% CI: 0.48, 1.17). However, the time to cure for fluoroquinolones was shorter than that of fortified antibiotics (MD=0.96, 95% CI: 0.50, 1.41). CONCLUSION: The cure rate and safety of fluoroquinolones are equivalent to those of fortified antibiotics, so it seems reasonable to use fluoroquinolones as the preferred treatment for bacterial keratitis.

19.
Zhonghua Yi Xue Za Zhi ; 103(34): 2713-2719, 2023 Sep 12.
Artigo em Chinês | MEDLINE | ID: mdl-37675543

RESUMO

Objective: To analyze the clinical characteristics of leptomeningeal metastasis (LM) patients from epithelial growth factor receptor (EGFR)-mutated lung adenocarcinoma, and their impacts on the survival of the patients. Methods: From July 2018 to July 2022, the clinicopathological data of 81 patients diagnosed as EGFR-mutated lung adenocarcinoma LM by cytopathology who admitted to the Department of Oncology of Xiangya Hospital of Central South University were retrospectively analyzed, including 33 males and 48 females. The age ranged from 31 to 76 years, with a median age of 54 years. All the 81 patients were followed up, with a median follow-up of 21.0 months (95%CI: 12.5 to 29.5 months). The Kaplan Meier method was used to draw survival curve. Cox proportional hazards regression model was used to analyze the impact of the factors on the survival of patients. Results: Among the 81 patients, the interval between the initial diagnosis of lung cancer and the pathological diagnosis of LM in cerebrospinal fluid (CSF) was 0-108 months, with a median interval of 14 months. Fifty-two patients (64.2%) used the third-generation epithelial growth factor receptor tyrosine kinase inhibitor (EGFR-TKIs), while 17 patients (21.0%) used EGFR-TKIs in combination with other drugs, and 12 patients (14.8%) were treated with best supportive care (BSC). Sixty patients (74.1%) had a Kanofsky performance status (KPS) score of less than 60 points, and 71 patients (87.7%) had brain parenchymal metastasis and/or spinal metastasis. Twenty-two patients (27.2%) used pemetrexed through intrathecal CSF, and 17 patients (21.0%) used pemetrexed through the Ommaya sac to the CSF of the ventricle. The incidence of adverse event related to the administration of pemetrexed through CSF was 64.1% (25/39), mainly manifested as myelosuppression, including 22 patients of leukocyte reduction, 25 patients of hemoglobin reduction, and 14 patients of platelet reduction. The median post-leptomeningeal metastasis overall survival (pLM-OS) in 81 patients was 11.0 (95%CI: 7.7-14.3) months. KPS score≥60 points (HR=0.407, 95%CI: 0.170-0.973, P=0.043), CSF cytology negative after treatment (vs persistent positive, HR=0.351, 95%CI: 0.155-0.792, P=0.012), intraventricular administration of pemetrexed (vs non intraventricular administration of pemetrexed, HR=0.319, 95%CI: 0.137-0.745, P=0.008) and the treatment with third-generation EGFR-TKIs after LM (vs EGFR-TKIs in combination with other drugs, HR=0.486, 95%CI: 0.237-0.998, P=0.049) were a factor affecting pLM-OS of patients. Conclusions: Brain parenchyma, or/and spine are the most sites where the LM patients concurrently metastasize. KPS score≥60 points and CSF cytology negative after treatment, intraventricular administration of pemetrexed and the treatment with third-generation EGFR-TKIs are indictors affecting pLM-OS of the patients.


Assuntos
Adenocarcinoma de Pulmão , Neoplasias Encefálicas , Neoplasias Pulmonares , Feminino , Masculino , Humanos , Adulto , Pessoa de Meia-Idade , Idoso , Pemetrexede , Estudos Retrospectivos , Adenocarcinoma de Pulmão/genética , Neoplasias Pulmonares/genética , Receptores ErbB/genética
20.
Zhonghua Yi Xue Za Zhi ; 103(37): 2971-2974, 2023 Oct 10.
Artigo em Chinês | MEDLINE | ID: mdl-37752058

RESUMO

From January 2019 to December 2021, the clinical data of 151 patients with post craniotomy cervicogenic headache from Beijing Tiantan Hospital affiliated to Capital Medical University were retrospectively collected. The characteristics of cervicogenic headache were summarized, the numerical rating score (NRS) of patients before and after treatment of compound opioids and/or cervical nerve block was compared, and the occurrence of related adverse reactions and complications was counted. The onset of cervicogenic headache in 151 patients was on the (5.5±2.0) d after craniotomy, of which 131 (86.8%) had unilateral pain, pain in 127 (84.1%) could be induced by cervical activity, and 118 (78.1%) had limited neck movement. Of the 124 patients treated with compound capsule of oxycodone and acetaminophen, 85 (68.5%) patients had an NRS of (8.01±0.82) before treatment and 2.0 (1.0, 3.0) after treatment (P<0.001). Thirty-nine patients who did not respond to medical therapy received cervical nerve block, and the NRS scores before and after receiving the nerve block were (7.49±1.12) and 2.0 (1.0, 2.5), respectively, with a statistically significant difference (P<0.001). Twenty-seven patients who received cervical nerve block without medical treatment, and the NRS before and after treatment was (9.0±0.9) and 1.0 (1.0, 3.0), respectively, with a statistically significant difference (P<0.001). Among the 124 patients receiving medication, 14 (11.3%) developed mild dizziness and nausea, which were resolved after stopping the drug, and no other drug-related adverse reactions were found. None of the patients who received nerve blocks saw complications associated with nerve block procedures. Compound capsule of oxycodone and acetaminophen are effective for most of patients with post craniotomy cervicogenic headache. Cervical nerve block is effective and safe for patients with or without drug resistance.


Assuntos
Cefaleia Pós-Traumática , Humanos , Acetaminofen , Oxicodona , Estudos Retrospectivos , Dor , Craniotomia
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