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1.
Front Immunol ; 13: 947080, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36420271

RESUMO

Both colorectal and gastric cancer are lethal solid-tumor malignancies, leading to the majority of cancer-associated deaths worldwide. Although colorectal cancer (CRC) and gastric cancer (GC) share many similarities, the prognosis and drug response of CRC and GC are different. However, determinants for such differences have not been elucidated. To avoid genetic background variance, we performed multi-omics analysis, including single-cell RNA sequencing, whole-exome sequencing, and microbiome sequencing, to dissect the tumor immune signature of synchronous primary tumors of GC and CRC. We found that cellular components of juxta-tumoral sites were quite similar, while tumoral cellular components were specific to the tumoral sites. In addition, the mutational landscape and microbiome contributed to the distinct TME cellular components. Overall, we found that different prognoses and drug responses of GC and CRC were mainly due to the distinct TME determined by mutational landscape and microbiome components.


Assuntos
Neoplasias Colorretais , Microbiota , Neoplasias Primárias Múltiplas , Neoplasias Gástricas , Humanos , Neoplasias Gástricas/genética , Mutação , Neoplasias Colorretais/genética
2.
Medicine (Baltimore) ; 98(46): e17510, 2019 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-31725605

RESUMO

Due to the complexity of Crohn's disease (CD), it is difficult to predict disease course with a single stratification factor or biomarker. A logistic regression (LR) model has been proposed by Guizzetti et al to stratify patients with CD-related surgical risk, which could help decision-making on disease treatment. However, there are no reports on relevant studies on Chinese population. The aim of the study is to present and validate a novel surgical predictive model to facilitate therapeutic decision-making for Chinese CD patients. Data was extracted from retrospective full-mode electronic medical records, which contained 239 CD patients and 1524 instances. Two sub-datasets were generated according to different attribute selection strategies, both of which were split into training and testing sets randomly. The imbalanced data in the training sets was addressed by synthetic minority over-sampling technique (SMOTE) algorithm before model development. Seven predictive models were employed using 5 popular machine learning algorithms: random forest (RF), LR, support vector machine (SVM), decision tree (DT) and artificial neural networks (ANN). The performance of each model was evaluated by accuracy, precision, F1-score, true negative (TN) rate, and the area under the receiver operating characteristic curve (AuROC). The result revealed that RF outperformed all other baseline models on both sub-datasets. The 10 leading risk factors for CD-related surgery returned from RF for attribute ranking were changes of radiology, presence of a fistula, presence of an abscess, no infliximab use, enteroscopy findings, C-reactive protein, abdominal pain, white blood cells, erythrocyte sedimentation rate and platelet count. The proposed machine learning model can accurately predict the risk of surgical intervention in Chinese CD patients, which could be used to tailor and modify the treatment strategies for CD patients in clinical practice.


Assuntos
Doença de Crohn/diagnóstico , Doença de Crohn/cirurgia , Técnicas de Apoio para a Decisão , Endoscopia do Sistema Digestório/estatística & dados numéricos , Modelos Anatômicos , Adulto , Algoritmos , Área Sob a Curva , Povo Asiático/estatística & dados numéricos , China , Árvores de Decisões , Feminino , Humanos , Modelos Logísticos , Aprendizado de Máquina/estatística & dados numéricos , Masculino , Redes Neurais de Computação , Valor Preditivo dos Testes , Curva ROC , Estudos Retrospectivos , Medição de Risco/métodos , Fatores de Risco , Máquina de Vetores de Suporte
3.
Am J Med Sci ; 357(2): 134-142, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30665494

RESUMO

BACKGROUND: The aim of this study was to investigate the association of intestinal mucosa long noncoding RNA (lncRNA) antisense noncoding RNA in the INK4 locus (ANRIL) expression with disease risk, activity and inflammatory cytokines levels of Crohn's disease (CD). METHODS: Forty-two patients with active CD (A-CD), 59 patients with CD in remission (R-CD) and 67 controls were consecutively recruited. Intestinal mucosa samples were collected from all participants at baseline and from A-CD patients at 3-months after infliximab treatment. LncRNA ANRIL level, mRNA expression of tumor necrosis factor-α, interleukin (IL)-10, IL-17, IL-23 and interferon gamma were assessed by quantitative polymerase chain reaction. C-reactive protein, erythrocyte sedimentation rate and Crohn's disease activity index were used to evaluate the disease activity of CD. RESULTS: LncRNA ANRIL expression was decreased in patients with A-CD compared with patients with R-CD (P < 0.001) and controls (P < 0.001) and was also reduced in patients with R-CD compared with controls (P < 0.001). Receiver operating characteristic curves showed that lncRNA ANRIL expression distinguished CD, A-CD and R-CD from controls, as well as A-CD from R-CD. Additionally, lncRNA ANRIL expression was negatively associated with Crohn's disease activity index (P = 0.002), C-reactive protein (P < 0.001) and erythrocyte sedimentation rate (P = 0.001), and associated with tumor necrosis factor-α (P < 0.001), IL-17 (P < 0.001) and interferon gamma messenger RNA levels (P = 0.004) but positively associated with IL-10 messenger RNA level (P = 0.002). Furthermore, IncRNA ANRIL expression was increased after infliximab treatment compared with baseline in patients with A-CD that responded to treatment (P < 0.001) but remained stable in patients with A-CD that did not respond (P = 0.897). CONCLUSIONS: lncRNA ANRIL downregulation in intestinal mucosa correlates with increased disease risk, higher disease activity and elevated proinflammatory cytokines levels, and its change associates with infliximab treatment response in patients with CD.


Assuntos
Doença de Crohn/epidemiologia , Citocinas/metabolismo , Infliximab/uso terapêutico , Mucosa Intestinal/metabolismo , RNA Longo não Codificante/genética , Adulto , China , Doença de Crohn/tratamento farmacológico , Doença de Crohn/genética , Doença de Crohn/imunologia , Feminino , Humanos , Inflamação/etiologia , Inflamação/imunologia , Masculino , Pessoa de Meia-Idade , RNA Longo não Codificante/metabolismo , Fatores de Risco , Adulto Jovem
4.
Medicine (Baltimore) ; 96(26): e7309, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28658138

RESUMO

To compare the efficacy of homemade anal cushion suspension clamp combined with harmonic scalpel (ACS) and Milligan-Morgan hemorrhoidectomy combined with electric knife (MMH) in the treatment of stages III to IV hemorrhoids. We conducted a retrospective study of 99 patients with stages III to IV hemorrhoids hospitalized from January to December in 2013. Among them, 51 patients were treated with ACS, while 48 patients received MMH. Data from clinical recording and follow-up included operative time, intraoperative blood loss, hospitalization information, postoperative pain, and postoperative complications. Operative time, intraoperative blood loss and hospitalization time in ACS group were significantly less than those in MMH group (P < .05). Compared with MMH group, ACS group had a lower postoperative static pain score from days 1 to 14 (P < .01). The patients in ACS group exhibited less postoperative defecation pain scores from days 3 to 20 than those of MMH group (P < .05). The incidence of postoperative anal edema and delayed wound healing in ACS group was lower than that in MMH group (P < .05). Compared with MMH, our novel technique ACS was more effective and had fewer postoperative complications in the treatment of stages III to IV hemorrhoids.


Assuntos
Hemorroidectomia/instrumentação , Hemorroidectomia/métodos , Hemorroidas/cirurgia , Adulto , Perda Sanguínea Cirúrgica , Defecação , Edema , Desenho de Equipamento , Feminino , Seguimentos , Humanos , Tempo de Internação , Masculino , Duração da Cirurgia , Medição da Dor , Dor Pós-Operatória , Estudos Retrospectivos , Índice de Gravidade de Doença , Resultado do Tratamento , Cicatrização
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