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1.
J Ultrasound Med ; 42(9): 1923-1939, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37079603

RESUMO

Tendon injuries are the most common soft tissue injuries, caused by tissue overuse and age-related degeneration. However, the tendon repair process is slow and inefficient due to the lack of cellular structure and blood vessels in the tendon. Low-intensity pulsed ultrasound (LIPUS) has received increasing attention as a non-invasive, simple, and safe way to promote tendon healing. This review summarizes the effects and underlying mechanisms of LIPUS on tendon injury by comprehensively examining the published literature, including in vitro, in vivo, and clinical studies. This review reviewed 24 studies, with 87.5% showing improvement. The application of LIPUS in tendon diseases is a promising field worthy of further study.


Assuntos
Traumatismos dos Tendões , Terapia por Ultrassom , Humanos , Traumatismos dos Tendões/diagnóstico por imagem , Traumatismos dos Tendões/terapia , Cicatrização , Tendões/diagnóstico por imagem , Ondas Ultrassônicas
2.
BMC Infect Dis ; 22(1): 891, 2022 Nov 28.
Artigo em Inglês | MEDLINE | ID: mdl-36443688

RESUMO

BACKGROUND: The impact of corticosteroids on patients with severe coronavirus disease 2019 (COVID-19)/chronic hepatitis B virus (HBV) co-infection is currently unknown. We aimed to investigate the association of corticosteroids on these patients. METHODS: This retrospective multicenter study screened 5447 confirmed COVID-19 patients hospitalized between Jan 1, 2020 to Apr 18, 2020 in seven centers in China, where the prevalence of chronic HBV infection is moderate to high. Severe patients who had chronic HBV and acute SARS-cov-2 infection were potentially eligible. The diagnosis of chronic HBV infection was based on positive testing for hepatitis B surface antigen (HBsAg) or HBV DNA during hospitalization and a medical history of chronic HBV infection. Severe patients (meeting one of following criteria: respiratory rate > 30 breaths/min; severe respiratory distress; or SpO2 ≤ 93% on room air; or oxygen index < 300 mmHg) with COVID-19/HBV co-infection were identified. The bias of confounding variables on corticosteroids effects was minimized using multivariable logistic regression model and inverse probability of treatment weighting (IPTW) based on propensity score. RESULTS: The prevalence of HBV co-infection in COVID-19 patients was 4.1%. There were 105 patients with severe COVID-19/HBV co-infections (median age 62 years, 57.1% male). Fifty-five patients received corticosteroid treatment and 50 patients did not. In the multivariable analysis, corticosteroid therapy (OR, 6.32, 95% CI 1.17-34.24, P = 0.033) was identified as an independent risk factor for 28-day mortality. With IPTW analysis, corticosteroid treatment was associated with delayed SARS-CoV-2 viral RNA clearance (OR, 2.95, 95% CI 1.63-5.32, P < 0.001), increased risk of 28-day and in-hospital mortality (OR, 4.90, 95% CI 1.68-14.28, P = 0.004; OR, 5.64, 95% CI 1.95-16.30, P = 0.001, respectively), and acute liver injury (OR, 4.50, 95% CI 2.57-7.85, P < 0.001). Methylprednisolone dose per day and cumulative dose in non-survivors were significantly higher than in survivors. CONCLUSIONS: In patients with severe COVID-19/HBV co-infection, corticosteroid treatment may be associated with increased risk of 28-day and in-hospital mortality.


Assuntos
Tratamento Farmacológico da COVID-19 , Coinfecção , Hepatite B Crônica , Hepatite B , Humanos , Masculino , Pessoa de Meia-Idade , Feminino , SARS-CoV-2 , Hepatite B Crônica/complicações , Hepatite B Crônica/tratamento farmacológico , Coinfecção/tratamento farmacológico , Coinfecção/epidemiologia , Vírus da Hepatite B , Corticosteroides/uso terapêutico , Antígenos de Superfície da Hepatite B
3.
J Transl Med ; 18(1): 461, 2020 12 07.
Artigo em Inglês | MEDLINE | ID: mdl-33287826

RESUMO

BACKGROUND: Information regarding characteristics and risk factors of COVID-19 amongst middle-aged (40-59 years) patients without comorbidities is scarce. METHODS: We therefore conducted this multicentre retrospective study and collected data of middle-aged COVID-19 patients without comorbidities at admission from three designated hospitals in China. RESULTS: Among 119 middle-aged patients without comorbidities, 18 (15.1%) developed into severe illness and 5 (3.9%) died in hospital. ARDS (26, 21.8%) and elevated D-dimer (36, 31.3%) were the most common complications, while other organ complications were relatively rare. Multivariable regression showed increasing odds of severe illness associated with neutrophil to lymphocyte ratio (NLR, OR, 11.238; 95% CI 1.110-1.382; p < 0.001) and D-dimer greater than 1 µg/ml (OR, 16.079; 95% CI 3.162-81.775; p = 0.001) on admission. The AUCs for the NLR, D-dimer greater than 1 µg/ml and combined NLR and D-dimer index were 0.862 (95% CI, 0.751-0.973), 0.800 (95% CI 0.684-0.915) and 0.916 (95% CI, 0.855-0.977), respectively. SOFA yielded an AUC of 0.750 (95% CI 0.602-0.987). There was significant difference in the AUC between SOFA and combined index (z = 2.574, p = 0.010). CONCLUSIONS: More attention should be paid to the monitoring and early treatment of respiratory and coagulation abnormalities in middle-aged COVID-19 patients without comorbidities. In addition, the combined NLR and D-dimer higher than 1 µg/ml index might be a potential and reliable predictor for the incidence of severe illness in this specific patient with COVID-19, which could guide clinicians on early classification and management of patients, thereby relieving the shortage of medical resource. However, it is warranted to validate the reliability of the predictor in larger sample COVID-19 patients.


Assuntos
COVID-19/epidemiologia , Adulto , COVID-19/complicações , COVID-19/diagnóstico por imagem , Causas de Morte , Comorbidade , Feminino , Produtos de Degradação da Fibrina e do Fibrinogênio/metabolismo , Humanos , Incidência , Modelos Logísticos , Linfócitos/patologia , Masculino , Pessoa de Meia-Idade , Neutrófilos/patologia , Escores de Disfunção Orgânica , Admissão do Paciente , Curva ROC , Estudos Retrospectivos , Fatores de Risco , Resultado do Tratamento
4.
Infection ; 48(3): 445-452, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32301099

RESUMO

AIMS AND BACKGROUND: The COVID-19 outbreak spread in China and is a threat to the world. We reported on the epidemiological, clinical, laboratory, and radiological characteristics of children cases to help health workers better understand and provide timely diagnosis and treatment. METHODS: Retrospectively, two research centers' case series of 67 consecutive hospitalized cases including 53 adult and 14 children cases with COVID-19 between 23 Jan 2020 and 15 Feb 2020 from Jinan and Rizhao were enrolled in this study. Epidemiological, clinical, laboratory, and radiological characteristics of children and adults were analyzed and compared. RESULTS: Most cases in children were mild (21.4%) and conventional cases (78.6%), with mild clinical signs and symptoms, and all cases were of family clusters. Fever (35.7%) and dry cough (21.4%) were described as clinical manifestations in children cases. Dry cough and phlegm were not the most common symptoms in children compared with adults (p = 0.03). In the early stages of the disease, lymphocyte counts did not significantly decline but neutrophils count did in children compared with adults (p = 0.02). There was a lower level of CRP (p = 0.00) in children compared with adults. There were 8 (57.1%) asymptomatic cases and 6 (42.9%) symptomatic cases among the 14 children cases. The age of asymptomatic patients was younger than that of symptomatic patients (p = 0.03). Even among asymptomatic patients, 5 (62.5%) cases had lung injuries including 3 (60%) cases with bilateral involvement, which was not different compared with that of symptomatic cases (p = 0.58, p = 0.74). CONCLUSIONS: The clinical symptoms of children are mild, there is substantial lung injury even among children, but that there is less clinical disease, perhaps because of a less pronounced inflammatory response, and that the occurrence of this pattern appears to inversely correlate with age.


Assuntos
Betacoronavirus/patogenicidade , Infecções por Coronavirus/patologia , Tosse/patologia , Febre/patologia , Pulmão/virologia , Pneumonia Viral/patologia , Adulto , Fatores Etários , Doenças Assintomáticas , Proteína C-Reativa/imunologia , Proteína C-Reativa/metabolismo , COVID-19 , Criança , China/epidemiologia , Infecções por Coronavirus/diagnóstico por imagem , Infecções por Coronavirus/epidemiologia , Tosse/diagnóstico por imagem , Tosse/epidemiologia , Citocinas/imunologia , Citocinas/metabolismo , Febre/diagnóstico por imagem , Febre/epidemiologia , Humanos , Pulmão/diagnóstico por imagem , Pulmão/imunologia , Pulmão/patologia , Linfócitos/imunologia , Linfócitos/virologia , Neutrófilos/imunologia , Neutrófilos/virologia , Pandemias , Pneumonia Viral/diagnóstico por imagem , Pneumonia Viral/epidemiologia , Estudos Retrospectivos , SARS-CoV-2 , Tomografia Computadorizada por Raios X
5.
Chin Med Sci J ; 33(3): 183-187, 2018 Sep 20.
Artigo em Inglês | MEDLINE | ID: mdl-30266109

RESUMO

Skin reaction or dermatological toxicities induced by immunotherapy is common. It usually manifests skin rash or erythema and can be cured by skin lotion or steroid. Nivolumab, a human IgG4 programmed cell death protein 1 (PD-1) inhibitor, blocks T cells activation preventing signal and allows the immune system to clear cancer cells. Nivolumab was approved in the second-line therapy in squamous cell lung cancer by FDA, with less than 10% unusual skin reaction, like sensory neuropathy, peeling skin, erythema multiforme, vitiligo, and psoriasis. Radiotherapy could aggravate this skin reaction through inflammatory response and promotion of immunity. The combined treatment of anti-PD-1 and radiotherapy represented a new promising therapeutic approach in many studies, but the risk of side effects may be high. We reported a patient with advanced squamous cell lung cancer who suffered from serious skin immune-related adverse events when he was treated with nivolumab and radiotherapy. The immune overreaction of the treatment of anti-PD-1 treatment and radiotherapy might cause these serious skin adverse events. Our report warranted careful workup to reduce the risk of side effects by combinative therapy with anti-PD-1 and radiotherapy.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/radioterapia , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/radioterapia , Nivolumabe/efeitos adversos , Nivolumabe/uso terapêutico , Pele/patologia , Terapia Combinada , Humanos , Masculino , Pessoa de Meia-Idade , Pele/efeitos dos fármacos , Pele/efeitos da radiação
6.
Proc Natl Acad Sci U S A ; 111(1): 291-6, 2014 Jan 07.
Artigo em Inglês | MEDLINE | ID: mdl-24368849

RESUMO

Glioblastoma multiforme (GBM) and the mesenchymal GBM subtype in particular are highly malignant tumors that frequently exhibit regions of severe hypoxia and necrosis. Because these features correlate with poor prognosis, we investigated microRNAs whose expression might regulate hypoxic GBM cell survival and growth. We determined that the expression of microRNA-218 (miR-218) is decreased significantly in highly necrotic mesenchymal GBM, and orthotopic tumor studies revealed that reduced miR-218 levels confer GBM resistance to chemotherapy. Importantly, miR-218 targets multiple components of receptor tyrosine kinase (RTK) signaling pathways, and miR-218 repression increases the abundance and activity of multiple RTK effectors. This elevated RTK signaling also promotes the activation of hypoxia-inducible factor (HIF), most notably HIF2α. We further show that RTK-mediated HIF2α regulation is JNK dependent, via jun proto-oncogene. Collectively, our results identify an miR-218-RTK-HIF2α signaling axis that promotes GBM cell survival and tumor angiogenesis, particularly in necrotic mesenchymal tumors.


Assuntos
Fatores de Transcrição Hélice-Alça-Hélice Básicos/metabolismo , Neoplasias Encefálicas/metabolismo , Glioblastoma/metabolismo , Mesoderma/metabolismo , MicroRNAs/metabolismo , Receptores Proteína Tirosina Quinases/metabolismo , Adulto , Idoso , Idoso de 80 Anos ou mais , Animais , Antineoplásicos/farmacologia , Sobrevivência Celular , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Hipóxia , Camundongos , Camundongos Nus , Pessoa de Meia-Idade , Necrose , Transplante de Neoplasias , Neovascularização Patológica , Análise de Sequência com Séries de Oligonucleotídeos , Proto-Oncogene Mas , Transdução de Sinais , Adulto Jovem
7.
Chin Med Sci J ; 31(4): 221-7, 2016 11 20.
Artigo em Inglês | MEDLINE | ID: mdl-28065218

RESUMO

Objective To investigate the clinical effects and safety of bevacizumab combined with S-1 as the second-line treatment of recurrent and/or metastatic esophageal cancer after chemoradiation. Methods Patients with recurrent or metastatic esophageal cancer after chemoradiation were treated with bevacizumab and S-1. Bevacizumab was used by intravenous infusion, 7.5mg/kg body weight on day 1; S-1 was used by oral at 80mg/m2·d on day 1-14, 21 days as a cycle of treatment and repeated until either pro- gressive disease or intolerable toxicity occurred. Chest CT were performed and RECIST 1.1 was used for response evaluation. Kaplan-Meier method was used for survival analysis. Side effects were recorded and analyzed. Results Totally 78 patients were enrolled in the study, including 67 squamous cell carcinoma and 11 adenocarcinoma histologically. The overall response (CR+PR) rate was 22.4% (17/76) and disease control (CR+PR+SD) rate was 61.8% (47/76) respectively. The median follow-up time was 20 months (range from 9 to 44 months). The median progression-free survival (PFS) was 4.9 months (95% CI 4.4-5.5) and the median overall survival (OS) was 8.1 months (95% CI 7.6-9.2). The median PFS and OS of patients with metastasis diseases were 6.2 months (95% CI 3.3 to 6.3) and 8.5 months (95% CI 5.8 to 11.2), where PFS was longer than that of patients with local regional recurrence (median 5.0 months, 95% CI 3.0 to 5.5, P=0.017) and OS was longer than that of patients with regional disease and metastasis (median 8.0 months, 95% CI 4.6 to 9.5, P=0.010). The common adverse effects were mild to moderate neutropenia (84.2%), grade I-II hand and foot syndrome (51.3%), grade I-II nausea (48.7%), mild epistaxis (30.1%) and mild vomiting (14.5%). Esophageal bleeding occurred in 7.9% of patients. One patient (1.3%) died from massive bleeding which was caused by esophageal perforation. Conclusion Bevacizumab combined with S-1 was effective and safe for esophageal cancer patients who had recurrent or metastatic diseases after chemoradiation.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Bevacizumab/administração & dosagem , Neoplasias Esofágicas/tratamento farmacológico , Ácido Oxônico/administração & dosagem , Tegafur/administração & dosagem , Adulto , Idoso , Bevacizumab/efeitos adversos , Combinação de Medicamentos , Neoplasias Esofágicas/mortalidade , Neoplasias Esofágicas/patologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Ácido Oxônico/efeitos adversos , Tegafur/efeitos adversos
8.
Kidney Int ; 88(5): 1057-69, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26083655

RESUMO

The study of kidney cancer pathogenesis and its treatment has been limited by the scarcity of genetically defined animal models. The FLCN gene that codes for the protein folliculin, mutated in Birt-Hogg-Dubé syndrome, presents a new target for mouse modeling of kidney cancer. Here we developed a kidney-specific knockout model by disrupting the mouse Flcn in the proximal tubules, thus avoiding homozygous embryonic lethality or neonatal mortality, and eliminating the requirement of loss of heterozygosity for tumorigenesis. This knockout develops renal cysts and early onset (6 months) of multiple histological subtypes of renal neoplasms featuring high tumor penetrance. Although the majority of the tumors were chromophobe renal cell carcinomas in affected mice under 1 year of age, papillary renal cell carcinomas predominated in the kidneys of older knockout mice. This renal neoplasia from cystic hyperplasia at 4 months to high-grade renal tumors by 16 months represented the progression of tumorigenesis. The mTOR and TGF-ß signalings were upregulated in Flcn-deficient tumors, and these two activated pathways may synergetically cause renal tumorigenesis. Treatment of knockout mice with the mTOR inhibitor rapamycin for 10 months led to the suppression of tumor growth. Thus, our model recapitulates human Birt-Hogg-Dubé kidney tumorigenesis, provides a valuable tool for further study of Flcn-deficient renal tumorigenesis, and tests new drugs/approaches to their treatment.


Assuntos
Carcinoma de Células Renais/genética , Carcinoma de Células Renais/patologia , Cistos/patologia , Modelos Animais de Doenças , Neoplasias Renais/genética , Neoplasias Renais/patologia , Túbulos Renais Proximais/patologia , Proteínas Proto-Oncogênicas/genética , Proteínas Supressoras de Tumor/genética , Animais , Antibióticos Antineoplásicos/uso terapêutico , Carcinogênese/genética , Carcinoma de Células Renais/tratamento farmacológico , Carcinoma de Células Renais/metabolismo , Cistos/genética , Hiperplasia/patologia , Neoplasias Renais/tratamento farmacológico , Neoplasias Renais/metabolismo , Camundongos , Camundongos Knockout , Transdução de Sinais , Sirolimo/uso terapêutico , Serina-Treonina Quinases TOR/antagonistas & inibidores , Serina-Treonina Quinases TOR/metabolismo , Fator de Crescimento Transformador beta/metabolismo
9.
Chin Med Sci J ; 29(1): 7-14, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24698672

RESUMO

OBJECTIVE: To explore the efficacy and safty of sorafenib in Child-Pugh class B to class C hepatocellular carcinoma (HCC). METHODS: In this three-center open-label study from November 2011 to May 2013, we randomly assigned 189 patients with advanced Child-Pugh class B or C HCC patients into two groups, one group with 95 patient to receive sorafenib (400 mg a time, twice a day) and the other group with 94 patients to receive best supportive care. The primary end points were progression-free survival and overall survival. RESULTS: The median progression-free survival was 2.2 months and 1.9 months in the sorafenib group and best supportive care group respectively (Hazard ratio in the sorafenib group, 0.55; 95% confidence interval, 0.40-0.75; P=0.002). The median overall survival was 4.0 months and 3.5 months in the sorafenib group and best supportive care group respectively (Hazard ratio in the sorafenib group, 0.48; 95% confidence interval, 0.35-0.68; P<0.001). The main adverse effect of sorafenib was rash and acne of the skin (in 51.7% patients). The incidences of severe rash, diarrhea, and dry skin were 5.6%, 5.6%, and 2.2% in the sorafenib group. One patient reached partial response in the sorafenib group. CONCLUSIONS: Sorafenib is safe in patients with liver function impaired advanced HCC. It is effective in terms of progression-free survival and overall survival compared with best supportive care. Liver functions are the important predictive factors.


Assuntos
Antineoplásicos/uso terapêutico , Carcinoma Hepatocelular/tratamento farmacológico , Neoplasias Hepáticas/tratamento farmacológico , Niacinamida/análogos & derivados , Compostos de Fenilureia/uso terapêutico , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Antineoplásicos/administração & dosagem , Antineoplásicos/efeitos adversos , Carcinoma Hepatocelular/mortalidade , Carcinoma Hepatocelular/patologia , Estudos Cross-Over , Intervalo Livre de Doença , Feminino , Humanos , Estimativa de Kaplan-Meier , Testes de Função Hepática , Neoplasias Hepáticas/mortalidade , Neoplasias Hepáticas/patologia , Masculino , Pessoa de Meia-Idade , Invasividade Neoplásica , Estadiamento de Neoplasias , Niacinamida/administração & dosagem , Niacinamida/efeitos adversos , Niacinamida/uso terapêutico , Compostos de Fenilureia/administração & dosagem , Compostos de Fenilureia/efeitos adversos , Sorafenibe , Resultado do Tratamento , Adulto Jovem
10.
Heliyon ; 10(2): e24388, 2024 Jan 30.
Artigo em Inglês | MEDLINE | ID: mdl-38298688

RESUMO

To examine the impact of ginger volatile oil (GVO) on the growth of MDA-MB-231 breast cancer cells in the presence of bisphenol A (BPA) by modulating the diversity of gut microbiota. METHODS: MDA-MB-231 breast cancer cells were injected subcutaneously into the right armpit of female BALB/c Nude (nu/nu) mice to create a triple negative breast cancer model. Thirty nude mice were randomly divided into 5 groups: control group (distilled water every day), BPA control group (distilled PEG-400+ DMSO + cyclodextrin every day), BPA + GVO (0.25 mL/kg) group, BPA + GVO (0.5 mL/kg) group, BPA + GVO (1 mL/kg) group, 6 mice in each group; The drug was given by gavage once a day for 4 weeks. At the end of the experiment, the changes of tumor mass and tumor volume were observed and compared in 5 groups of tumor-bearing mice. High-throughput sequencing (16S rRNA) was used to detect the changes of gut microflora in each group. RESULTS: The volume and weight of breast cancer decreased in the low, medium and high dose groups of GVO. Among them, the difference between the high-dose group and the BPA group reached a significant level (P < 0.05). The species and abundance of gut flora decreased following BPA treatment, but increased after combined treatment of BPA with GVO. In the tumor control group, the ratio of Firmicutes(F) and Bacteroidea(B) respectively was 0.10:0.79 at the phylum level, while the ratio of BPA group further decreased (0.04:0.88). After feeding GVO, the number of Firmicutes and Bacteroidea increased, the F/B ratio increased, and the level of Lactobacillus and alistipes increased. In the BPA and GVO treatment group, the predominant gut microflora functions are cell membrane biogenesis, carbohydrate transport and metabolism. This is followed by amino acid transport and metabolism, and transcription function. After GVO administration, the Gram-positive bacteria (G+) ratio had an increasing trend and the Gram-negative bacteria (G-)ratio had a decreasing trend. CONCLUSION: The species and abundance of gut flora decreased following BPA treatment, but increased after combined treatment of BPA with GVO.

11.
Front Public Health ; 12: 1322426, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38304182

RESUMO

Objective: To investigate the positivity rates and drug resistance characteristics of Mycobacterium tuberculosis (MTB) among suspected tuberculosis (TB) patients in Shandong Province, the second-largest population province in China. Methods: A prospective, multi-center study was conducted from April 2022 to June 2023. Pathogen and drug resistance were identified using nucleotide matrix-assisted laser desorption ionization time-of-flight mass spectrometry (nucleotide MALDI-TOF MS). Results: Of 940 suspected TB patients included in this study, 552 cases were found to be infected with MTB giving an overall positivity rate of 58.72%. Total of 346 cases were resistant to arbitrary anti-TB drug (62.68%), with Zibo (76.47%), Liaocheng and Weihai (both 69.23%) ranking top three and TB treatment history might be a related factor. Monoresistance was the most common pattern (33.53%), with isoniazid the highest at 12.43%, followed by rifampicin at 9.54%. Further analysis of gene mutations conferring resistance revealed diverse types with high heteroresistance rate found in multiple anti-TB drugs. Conclusion: A relatively high rate of MTB positivity and drug resistance was found in Shandong Province during and after the COVID-19 pandemic, indicating the need for strengthening rapid identification of species and drug resistance among suspected TB patients to guide better medication and minimize the occurrence of drug resistance.


Assuntos
Mycobacterium tuberculosis , Tuberculose , Humanos , Antituberculosos/farmacologia , Mycobacterium tuberculosis/genética , Nucleotídeos , Pandemias , Estudos Prospectivos , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz/métodos , Tuberculose/epidemiologia
12.
Med Phys ; 49(6): 3874-3885, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35305027

RESUMO

OBJECTIVES: Artificial intelligence (AI) has been proved to be a highly efficient tool for COVID-19 diagnosis, but the large data size and heavy label force required for algorithm development and the poor generalizability of AI algorithms, to some extent, limit the application of AI technology in clinical practice. The aim of this study is to develop an AI algorithm with high robustness using limited chest CT data for COVID-19 discrimination. METHODS: A three dimensional algorithm that combined multi-instance learning with the LSTM architecture (3DMTM) was developed for differentiating COVID-19 from community acquired pneumonia (CAP) while logistic regression (LR), k-nearest neighbor (KNN), support vector machine (SVM), and a three dimensional convolutional neural network set for comparison. Totally, 515 patients with or without COVID-19 between December 2019 and March 2020 from five different hospitals were recruited and divided into relatively large (150 COVID-19 and 183 CAP cases) and relatively small datasets (17 COVID-19 and 35 CAP cases) for either training or validation and another independent dataset (37 COVID-19 and 93 CAP cases) for external test. Area under the receiver operating characteristic curve (AUC), sensitivity, specificity, precision, accuracy, F1 score, and G-mean were utilized for performance evaluation. RESULTS: In the external test cohort, the relatively large data-based 3DMTM-LD achieved an AUC of 0.956 (95% confidence interval, 95% CI, 0.929∼0.982) with 86.2% and 98.0% for its sensitivity and specificity. 3DMTM-SD got an AUC of 0.937 (95% CI, 0.909∼0.965), while the AUC of 3DCM-SD decreased dramatically to 0.714 (95% CI, 0.649∼0.780) with training data reduction. KNN-MMSD, LR-MMSD, SVM-MMSD, and 3DCM-MMSD benefited significantly from the inclusion of clinical information while models trained with relatively large dataset got slight performance improvement in COVID-19 discrimination. 3DMTM, trained with either CT or multi-modal data, presented comparably excellent performance in COVID-19 discrimination. CONCLUSIONS: The 3DMTM algorithm presented excellent robustness for COVID-19 discrimination with limited CT data. 3DMTM based on CT data performed comparably in COVID-19 discrimination with that trained with multi-modal information. Clinical information could improve the performance of KNN, LR, SVM, and 3DCM in COVID-19 discrimination, especially in the scenario with limited data for training.


Assuntos
COVID-19 , Aprendizado Profundo , Pneumonia , Inteligência Artificial , Teste para COVID-19 , Humanos , Estudos Retrospectivos , SARS-CoV-2
13.
Breast Cancer Res Treat ; 129(2): 319-29, 2011 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-20945089

RESUMO

Phyllodes tumors of the breast are rare fibroepithelial neoplasms with a potential for recurrence. Current histological classification is not always predictive of clinical behavior. The aim of this study was to identify genetic changes associated with the development of borderline and malignant phyllodes tumors in an Asian population, and to assess if genetic data supported the categorization of these tumors into the existing three grades of benign, borderline, and malignant. Expression profiling of 21 phyllodes tumors (6 benign, 10 borderline, 5 malignant) was performed using Affymetrix U133Plus 2.0 GeneChips(®). Gene expression among benign, borderline, and malignant tumors was compared and a 29 gene list was able to classify them according to their histologic grade. Among these 29 genes are those responsible for matrix formation, cell adhesion, epidermis formation, and cell proliferation. Comparative genomic microarray analysis showed that the most common chromosomal alteration associated with borderline and malignant tumors was 1q gain, and an increasing number of chromosomal changes was noted with increasing histological grade. Upregulation of HOXB13 was seen in malignant relative to borderline phyllodes tumors and further investigated by immunohistochemistry in a corresponding set of formalin-fixed, paraffin-embedded tumors. HOXB13 protein overexpression was found to be correlated with stromal hypercellularity and atypia (P = 0.03, P = 0.039, respectively) and may be implicated in the development of malignant phyllodes tumors.


Assuntos
Neoplasias da Mama/genética , Tumor Filoide/genética , Adulto , Idoso , Povo Asiático/genética , Neoplasias da Mama/química , Neoplasias da Mama/classificação , Neoplasias da Mama/etnologia , Neoplasias da Mama/mortalidade , Neoplasias da Mama/patologia , Distribuição de Qui-Quadrado , Hibridização Genômica Comparativa , Progressão da Doença , Feminino , Perfilação da Expressão Gênica/métodos , Regulação Neoplásica da Expressão Gênica , Redes Reguladoras de Genes , Proteínas de Homeodomínio/análise , Proteínas de Homeodomínio/genética , Humanos , Imuno-Histoquímica , Pessoa de Meia-Idade , Gradação de Tumores , Análise de Sequência com Séries de Oligonucleotídeos , Tumor Filoide/química , Tumor Filoide/classificação , Tumor Filoide/etnologia , Tumor Filoide/mortalidade , Tumor Filoide/patologia , Prognóstico , Singapura/epidemiologia , Taxa de Sobrevida , Fatores de Tempo
14.
PLoS Genet ; 4(9): e1000176, 2008 Sep 05.
Artigo em Inglês | MEDLINE | ID: mdl-18773095

RESUMO

Chromosomal abnormalities, such as structural and numerical abnormalities, are a common occurrence in cancer. The close association of homologous chromosomes during interphase, a phenomenon termed somatic chromosome pairing, has been observed in cancerous cells, but the functional consequences of somatic pairing have not been established. Gene expression profiling studies revealed that somatic pairing of chromosome 19 is a recurrent chromosomal abnormality in renal oncocytoma, a neoplasia of the adult kidney. Somatic pairing was associated with significant disruption of gene expression within the paired regions and resulted in the deregulation of the prolyl-hydroxylase EGLN2 [corrected] a key protein that regulates the oxygen-dependent degradation of hypoxia-inducible factor (HIF). Overexpression of EGLN2 [corrected] in renal oncocytoma increased ubiquitin-mediated destruction of HIF and concomitantly suppressed the expression of several HIF-target genes, including the pro-death BNIP3L gene. The transcriptional changes that are associated with somatic pairing of chromosome 19 mimic the transcriptional changes that occur following DNA amplification. Therefore, in addition to numerical and structural chromosomal abnormalities, alterations in chromosomal spatial dynamics should be considered as genomic events that are associated with tumorigenesis. The identification of EGLN2 as a significantly deregulated gene that maps within the paired chromosome region directly implicates defects in the oxygen-sensing network to the biology of renal oncocytoma.


Assuntos
Adenoma Oxífilo/genética , Adenoma Oxífilo/metabolismo , Pareamento Cromossômico/genética , Cromossomos Humanos Par 19 , Dioxigenases/genética , Neoplasias Renais/genética , Neoplasias Renais/metabolismo , Proteínas Nucleares/genética , Oxigênio/metabolismo , Pró-Colágeno-Prolina Dioxigenase/genética , Carcinoma de Células Renais/genética , Carcinoma de Células Renais/metabolismo , Hipóxia Celular/genética , Linhagem Celular Tumoral , Cromossomos Humanos Par 19/metabolismo , Dioxigenases/metabolismo , Regulação para Baixo , Perfilação da Expressão Gênica , Humanos , Fator 1 Induzível por Hipóxia/genética , Fator 1 Induzível por Hipóxia/metabolismo , Prolina Dioxigenases do Fator Induzível por Hipóxia , Proteínas Nucleares/metabolismo , Pró-Colágeno-Prolina Dioxigenase/metabolismo
15.
Sci Rep ; 11(1): 3938, 2021 02 16.
Artigo em Inglês | MEDLINE | ID: mdl-33594159

RESUMO

Since its first outbreak, Coronavirus Disease 2019 (COVID-19) has been rapidly spreading worldwide and caused a global pandemic. Rapid and early detection is essential to contain COVID-19. Here, we first developed a deep learning (DL) integrated radiomics model for end-to-end identification of COVID-19 using CT scans and then validated its clinical feasibility. We retrospectively collected CT images of 386 patients (129 with COVID-19 and 257 with other community-acquired pneumonia) from three medical centers to train and externally validate the developed models. A pre-trained DL algorithm was utilized to automatically segment infected lesions (ROIs) on CT images which were used for feature extraction. Five feature selection methods and four machine learning algorithms were utilized to develop radiomics models. Trained with features selected by L1 regularized logistic regression, classifier multi-layer perceptron (MLP) demonstrated the optimal performance with AUC of 0.922 (95% CI 0.856-0.988) and 0.959 (95% CI 0.910-1.000), the same sensitivity of 0.879, and specificity of 0.900 and 0.887 on internal and external testing datasets, which was equivalent to the senior radiologist in a reader study. Additionally, diagnostic time of DL-MLP was more efficient than radiologists (38 s vs 5.15 min). With an adequate performance for identifying COVID-19, DL-MLP may help in screening of suspected cases.


Assuntos
COVID-19/diagnóstico por imagem , COVID-19/virologia , Aprendizado Profundo , Modelos Biológicos , SARS-CoV-2/fisiologia , Tomografia Computadorizada por Raios X , Adulto , Algoritmos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Curva ROC , Radiologistas
16.
Front Med (Lausanne) ; 8: 607059, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33644092

RESUMO

Background: Coronavirus disease-2019 (COVID-19) epidemic is spreading globally. Sex differences in the severity and mortality of COVID-19 emerged. This study aims to describe the impact of sex on outcomes in COVOD-19 with a special focus on the effect of estrogen. Methods: We performed a retrospective cohort study which included 413 patients (230 males and 183 females) with COVID-19 from three designated hospitals in China with a follow up time from January 31, 2020, to April 17, 2020. Women over 55 were considered as postmenopausal patients according to the previous epidemiological data from China. The interaction between age and sex on in-hospital mortality was determined through Cox regression analysis. In addition, multivariate Cox regression models were performed to explore risk factors associated with in-hospital mortality of COVID-19. Results: Age and sex had significant interaction for the in-hospital mortality (P < 0.001). Multivariate Cox regression showed that age (HR 1.041, 95% CI 1.009-1.073, P = 0.012), male sex (HR 2.033, 95% CI 1.007-2.098, P = 0.010), the interaction between age and sex (HR 1.118, 95% CI 1.003-1.232, P = 0.018), and comorbidities (HR 9.845, 95% CI 2.280-42.520, P = 0.002) were independently associated with in-hospital mortality of COVID-19 patients. In this multicentre study, female experienced a lower fatality for COVID-19 than male (4.4 vs. 10.0%, P = 0.031). Interestingly, stratification by age group revealed no difference in-hospital mortality was noted in women under 55 compared with women over 55 (3.8 vs. 5.2%, P = 0.144), as well as in women under 55 compared with the same age men (3.8 vs. 4.0%, P = 0.918). However, there was significantly difference in women over 55 with men of the same age group (5.2 vs. 21.0%, P = 0.007). Compared with male patients, female patients had higher lymphocyte (P < 0.001) and high-density lipoprotein (P < 0.001), lower high sensitive c reaction protein level (P < 0.001), and lower incidence rate of acute cardiac injury (6.6 vs. 13.5%, P = 0.022). Conclusion: Male sex is an independent risk factor for COVID-19 in-hospital mortality. Although female mortality in COVID-19 is lower than male, it might not be directly related to the effect of estrogen. Further study is warranted to identify the sex difference in COVID-19 and mechanisms involved.

17.
Int J Cancer ; 126(10): 2353-61, 2010 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-19816939

RESUMO

Cholangiocarcinoma (CC) and hepatocellularcarcinoma (HCC) are two main forms of liver malignancies, which exhibit differences in drug response and prognosis. Immunohistotochemical staining for cytokeratin markers has been used to some success in the differential diagnosis of CC from HCC. However, there remains a need for additional markers for increased sensitivity and specificity of diagnosis. In this study, we have identified a p38 MAP kinase, p38delta (also known as MAPK13 or SAPK4) as a protein that is upregulated in CC relative to HCC and to normal biliary tract tissues. We performed microarray gene expression profiling on 17 cases of CC, 12 cases of adjacent normal liver tissue, and three case of normal bile duct tissue. p38delta was upregulated in 16 out of 17 cases of CC relative to normal tissue. We subsequently performed immunohistochemical staining of p38delta in 54 cases of CC and 54 cases of HCC. p38delta staining distinguished CC from HCC with a sensitivity of 92.6% and a specificity of 90.7%. To explore the possible functional significance of p38delta expression in CC, we examined the effects of overexpression and knockdown of p38delta expression in human CC cell lines. Our results indicate that p38delta is important for motility and invasion of CC cells, suggesting that p38delta may play an important role in CC metastasis. In summary, p38delta may serve as a novel diagnostic marker for CC and may also serve as a new target for molecular based therapy of this disease.


Assuntos
Neoplasias dos Ductos Biliares/diagnóstico , Ductos Biliares Intra-Hepáticos , Biomarcadores Tumorais/metabolismo , Colangiocarcinoma/diagnóstico , Proteína Quinase 13 Ativada por Mitógeno/metabolismo , Antígenos de Neoplasias/metabolismo , Neoplasias dos Ductos Biliares/metabolismo , Neoplasias dos Ductos Biliares/patologia , Ductos Biliares Intra-Hepáticos/metabolismo , Ductos Biliares Intra-Hepáticos/patologia , Western Blotting , Movimento Celular , Colangiocarcinoma/metabolismo , Colangiocarcinoma/patologia , Colágeno , Diagnóstico Diferencial , Combinação de Medicamentos , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Inativação Gênica , Humanos , Imuno-Histoquímica , Imunoprecipitação , Laminina , Proteína Quinase 13 Ativada por Mitógeno/genética , Proteína Quinase 13 Ativada por Mitógeno/imunologia , Invasividade Neoplásica , Valor Preditivo dos Testes , Proteoglicanas , Sensibilidade e Especificidade , Regulação para Cima
18.
Int J Infect Dis ; 95: 321-325, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32325276

RESUMO

AIMS & BACKGROUND: The COVID-19 outbreak spread in China and is a threat to the world. The aims of this study to help health workers better understand the epidemic of the COVID-19 and provide different control strategies toward Hubei Province and other regions in China. METHODS: A comprehensive search of the Chinese Center for Disease Control and Prevention official websites and announcements was performed between 20 Jan 2019 and 29 Feb 2020. The relevant data of the distribution of the infection on each reported day were obtained. RESULTS& FINDINGS: Up to 29 Feb 2020, 79,824 confirmed cases with the COVID-19 including 66,907 in Hubei Province and 12,377 in other administrative regions were reported. The SARS-COV-2 showed faster epidemic trends compared with the 2003-SARS-CoV. A total of 2,870 deaths have been reported nationwide among 79,824 confirmed cases, with a mortality of 3.6%. The mortality of the COVID-19 was significantly higher in Hubei Province than that in other regions(4.1% versus 0.84%). Since 1 Feb 2020 the number of discharged cases exceeded the number of the dead. By 29 Feb 2020, the number of discharged patients was 41,625, which exceeded the number of hospitalized patients, and the trend has further increased. CONCLUSIONS: The infection of the SARS-COV-2 is spreading and increasing nationwide, and Hubei Province is the main epidemic area, with higher mortality. The outbreak is now under initial control especially in other regions outside of Hubei Province. Due to the different epidemic characteristics between Hubei Province and other regions, we should focus on different prevention and control strategies.


Assuntos
Betacoronavirus , Infecções por Coronavirus/epidemiologia , Pneumonia Viral/epidemiologia , COVID-19 , China/epidemiologia , Surtos de Doenças , Humanos , Pandemias , SARS-CoV-2
19.
J Microbiol Immunol Infect ; 53(3): 373-376, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32224116

RESUMO

SARS-CoV-2 can be shed in the stool of patients in the recovery phase. Children show a longer shedding time than adults. We analyzed the possible causes of this finding and recommend that a negative stool sample be included in a patient's discharge criteria.


Assuntos
Betacoronavirus/isolamento & purificação , Fezes/virologia , Adulto , COVID-19 , Criança , Pré-Escolar , Infecções por Coronavirus/diagnóstico , Infecções por Coronavirus/patologia , Feminino , Humanos , Lactente , Masculino , Pandemias , Pneumonia Viral/diagnóstico , Pneumonia Viral/patologia , Reação em Cadeia da Polimerase em Tempo Real/métodos , SARS-CoV-2 , Fatores de Tempo
20.
Ther Adv Med Oncol ; 12: 1758835920970843, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33240399

RESUMO

OBJECTIVE: To study the efficacy and toxicity of irinotecan combined with oxaliplatin and S-1 in patients with metastatic pancreatic adenocarcinoma. PATIENTS AND METHODS: Previously untreated patients with cytologically or histologically confirmed metastatic pancreatic adenocarcinoma underwent a treatment regimen consisting of an intravenous infusion of irinotecan 165 mg/m2 and oxaliplatin 85 mg/m2 on day 1, and oral S-1 40 mg/m2 twice daily on days 1-14, repeating the regimen every 21 days until one of the following occurred: disease progression, intolerable toxicity, or patient death. The primary endpoint was overall survival (OS), and the secondary endpoints were progression-free survival (PFS), response rate, toxicity, and quality of life. This ongoing study had been registered on ClinicalTrials.gov, NCT03726021. RESULTS: A total of 41 patients were enrolled in this study, 18 men and 23 women. The median PFS was 4.33 months [95% confidence interval (CI): 2.83-5.88] and the median OS was 11.00 months (95% CI: 9.16-12.84). There were no instances of a complete response; the partial response, stable disease, and disease progression rates were 39.02% (16/41), 29.27% (12/41), and 31.71% (13/41), respectively.The most common adverse side effects were mild to moderate nausea, vomiting, neutropenia, and thrombocytopenia. Grade 3 or 4 neutropenia and thrombocytopenia were observed in 29.27% (12/41) and 12.20% (5/41) of the patients, respectively. No treatment-related death was observed. CONCLUSION: Irinotecan combined with oxaliplatin and S-1 is a safe and effective treatment for metastatic pancreatic adenocarcinoma, and any toxicities are mild to moderate and tolerable. A larger study population is needed for further evaluation.

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