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1.
Sci Transl Med ; 16(743): eadk5395, 2024 Apr 17.
Article in English | MEDLINE | ID: mdl-38630847

ABSTRACT

Endoscopy is the primary modality for detecting asymptomatic esophageal squamous cell carcinoma (ESCC) and precancerous lesions. Improving detection rate remains challenging. We developed a system based on deep convolutional neural networks (CNNs) for detecting esophageal cancer and precancerous lesions [high-risk esophageal lesions (HrELs)] and validated its efficacy in improving HrEL detection rate in clinical practice (trial registration ChiCTR2100044126 at www.chictr.org.cn). Between April 2021 and March 2022, 3117 patients ≥50 years old were consecutively recruited from Taizhou Hospital, Zhejiang Province, and randomly assigned 1:1 to an experimental group (CNN-assisted endoscopy) or a control group (unassisted endoscopy) based on block randomization. The primary endpoint was the HrEL detection rate. In the intention-to-treat population, the HrEL detection rate [28 of 1556 (1.8%)] was significantly higher in the experimental group than in the control group [14 of 1561 (0.9%), P = 0.029], and the experimental group detection rate was twice that of the control group. Similar findings were observed between the experimental and control groups [28 of 1524 (1.9%) versus 13 of 1534 (0.9%), respectively; P = 0.021]. The system's sensitivity, specificity, and accuracy for detecting HrELs were 89.7, 98.5, and 98.2%, respectively. No adverse events occurred. The proposed system thus improved HrEL detection rate during endoscopy and was safe. Deep learning assistance may enhance early diagnosis and treatment of esophageal cancer and may become a useful tool for esophageal cancer screening.


Subject(s)
Deep Learning , Esophageal Neoplasms , Esophageal Squamous Cell Carcinoma , Precancerous Conditions , Humans , Middle Aged , Esophageal Neoplasms/diagnosis , Esophageal Neoplasms/epidemiology , Esophageal Neoplasms/pathology , Esophageal Squamous Cell Carcinoma/pathology , Prospective Studies , Precancerous Conditions/pathology
3.
Comput Math Methods Med ; 2022: 1086697, 2022.
Article in English | MEDLINE | ID: mdl-35529269

ABSTRACT

Methods: The clinical data of six patients with primary pulmonary lymphoepithelioma-like carcinoma treated in Zhejiang Taizhou Hospital of Taizhou Enze Medical Center (Group) from May 2014 to December 2018 were summarized and analyzed. Combined with the relevant literature, the primary pulmonary lymphoepithelioma-like carcinoma was analyzed retrospectively. Results: The main manifestations of six patients were respiratory symptoms, and cough was the most common. The imaging features of six patients were mainly round-like high-density mass shadow or nodule shadow. All patients were diagnosed by pathology. Microscopically, the cancer cells were nested, with large nuclei and vacuoles and abundant lymphocyte infiltration in the tumor stroma. The positive rates of EBER, p63, CK5/6, and Ki-67 were high, and TTF-1 was negative. Five patients received surgical treatment. One patient developed brain metastasis 12 months after operation and received craniocerebral radiotherapy. The other patients did not receive radiotherapy and chemotherapy, and one patient did not receive treatment. After follow-up, four patients survived so far, the longest survival time was 82 months, one patient lost follow-up, and one patient died of lung metastasis 24 months after operation. Conclusion: Primary pulmonary lymphoepitheliomatoid-like carcinoma is a rare lung malignant tumor, whose pathogenesis is related to Epstein-Barr virus infection. The clinical manifestations are nonspecific, but with unique pathological characteristics. Surgical resection is the proper treatment for early-stage patients, and comprehensive treatment with surgery as the main treatment is suitable for late-stage patients. The prognosis is good.


Subject(s)
Carcinoma, Squamous Cell , Epstein-Barr Virus Infections , Lung Neoplasms , Herpesvirus 4, Human , Humans , Lung/pathology , Lung Neoplasms/pathology , Retrospective Studies
4.
Cancer Manag Res ; 13: 8809-8819, 2021.
Article in English | MEDLINE | ID: mdl-34866939

ABSTRACT

PURPOSE: Hyperuricemia and metabolic syndrome (MetS) have been shown to correlate with prognosis in patients with malignant tumors. The present study evaluated the relationship between preoperative hyperuricemia and MetS in colorectal cancer (CRC) patients and analyzed the effect of this combination on prognosis within 5 years. PATIENTS AND METHODS: The study enrolled patients who had undergone radical CRC resection at three independent medical centers from January 2014 to December 2016. Patients were preoperatively categorized into four groups, those with hyperuricemia alone (H), those with MetS alone (MS), those with MetS-related hyperuricemia (MSH), and those with neither condition (control [C] group). The disease-free survival (DFS) and overall survival (OS) rates of these four groups were compared. RESULTS: The study population consisted of 1271 patients, with 114, 201, 101, and 855 patients categorized into the H, MS, MSH and C groups, respectively. Preoperative MetS was found to be significantly associated with hyperuricemia (P < 0.001). Multivariate Cox regression analysis showed that MetS-related hyperuricemia (hazard ratio [HR] = 2.728; P < 0.001) and MetS alone (HR = 1.631; P < 0.001) were independent predictors of death, whereas simple hyperuricemia was not (P > 0.1). Relative to the C group, the MSH group had the highest rate of tumor recurrence or metastasis (HR = 5.103, P < 0.001), followed by the MS (HR = 2.231, P < 0.001) group. In contrast, prognosis did not differ significantly in the H and C groups (P > 0.1). MetS was significantly associated with poor prognosis, with MetS-related hyperuricemia resulting in a significantly poorer prognosis. In contrast, hyperuricemia alone had no effect on the long-term prognosis of CRC patients. CONCLUSION: This study highlights the prognostic importance of MetS-related hyperuricemia on the survival of patients with CRC.

5.
Comput Math Methods Med ; 2021: 6676987, 2021.
Article in English | MEDLINE | ID: mdl-34122618

ABSTRACT

Progressive acute respiratory distress syndrome (ARDS) is the most lethal cause in patients with severe COVID-19 pneumonia due to uncontrolled inflammatory reaction, for which we found that early intervention of combined treatment with methylprednisolone and human immunoglobulin is a highly effective therapy to improve the prognosis of COVID-19-induced pneumonia patients. Objective. Herein, we have demonstrated the clinical manifestations, laboratory, and radiological characteristics of patients with severe Coronavirus Disease-2019 (COVID-19) pneumonia, as well as measures to ensure early diagnosis and intervention for improving clinical outcomes of COVID-19 patients. Summary Background Data. The COVID-19 is a new infection caused by a severe acute respiratory syndrome- (SARS-) like coronavirus that emerged in China in December 2019 and has claimed millions of lives. Methods. We included 37 severe COVID-19 pneumonia patients who were hospitalized at Taizhou Public Health Medical Center in Zhejiang province from January 17, 2020, to February 18, 2020. Demographic, clinical, and laboratory features; imaging characteristics; treatment history; and clinical outcomes of all patients were collected from electronic medical records. Results. The patients' mean age was 54 years (interquartile range, 43-64), with a slightly higher male preponderance (57%). The most common clinical features of COVID-19 pneumonia were fever (29 (78%)), dry cough (28 (76%)), dyspnea (9 (24%)), and fatigue (9 (24%)). Serum interleukin (IL)-6 and IL-10 were elevated in 35 (95%) and 19 (51%) patients, respectively. Chest computerized tomography scan revealed bilateral pneumonia in 35 (95%) patients. Early intervention with a combination of methylprednisolone and human immunoglobulin was highly effective in improving the prognosis of these patients. Conclusions. Progressive acute respiratory distress syndrome is the most common cause of death in patients with severe COVID-19 pneumonia owing to an uncontrolled inflammatory response. Early intervention with methylprednisolone and human immunoglobulin was highly effective in improving their prognosis.


Subject(s)
COVID-19/diagnosis , COVID-19/therapy , Pandemics , SARS-CoV-2 , Adult , Aged , Aged, 80 and over , COVID-19/epidemiology , China/epidemiology , Computational Biology , Early Diagnosis , Female , Humans , Immunization, Passive , Male , Middle Aged , Prognosis , Severity of Illness Index , COVID-19 Drug Treatment , COVID-19 Serotherapy
6.
Mol Med Rep ; 17(4): 6116-6121, 2018 04.
Article in English | MEDLINE | ID: mdl-29436634

ABSTRACT

Capsaicin is a principal component of hot red peppers and chili peppers. Previous studies have reported that capsaicin exhibits antitumor functions in a variety of tumor models. Although various mechanisms underlying the capsaicin­mediated inhibition of tumor growth have been demonstrated, the impact of capsaicin on tumor metabolism has rarely been reported. The present study demonstrated that capsaicin exhibited an inhibitory effect on tumor glycolysis in esophageal squamous cell carcinoma (ESCC) cells. Following treatment with capsaicin, glucose consumption and lactate production in ESCC cells was decreased. Capsaicin resulted in a decrease of hexokinase­2 (HK­2) expression, which is known for its important role in tumor glycolysis. Further investigations demonstrated that phosphatase and tensin homolog (PTEN) expression was increased in ESCC cells treated with capsaicin, and that the RAC­α serine threonine­protein kinase signaling pathway was downregulated. In PTEN­knockdown KYSE150 cells, the decrease in HK­2 and inhibition of glycolysis caused by capsaicin was attenuated, which suggested that the impact of capsaicin on tumor metabolism was associated with its effect on PTEN.


Subject(s)
Capsaicin/pharmacology , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/metabolism , Esophageal Neoplasms/genetics , Esophageal Neoplasms/metabolism , Gene Expression Regulation, Neoplastic/drug effects , Glycolysis/drug effects , Hexokinase/genetics , Cell Line, Tumor , Cell Proliferation/drug effects , Esophageal Squamous Cell Carcinoma , Glucose/metabolism , Humans , Lactic Acid/metabolism , PTEN Phosphohydrolase/metabolism
7.
Case Rep Med ; 2017: 5747560, 2017.
Article in English | MEDLINE | ID: mdl-28408932

ABSTRACT

We present an unusual case of a 41-year-old male patient with a large lymphangioma of the esophagus. Endoscopy revealed that the structure measured 60 × 10 mm in the mucosa and the submucosa and had a heterogenous echo pattern. The esophageal mass was successfully resected by endoscopic piecemeal mucosal resection. However, most esophageal lymphangiomas that are larger than 2 cm in diameter reported in the literature can be removed only through open surgery. Thus far, we know of no reported cases of endoscopic resection as a treatment for this case.

8.
Am J Gastroenterol ; 111(6): 788-96, 2016 Jun.
Article in English | MEDLINE | ID: mdl-26782819

ABSTRACT

OBJECTIVES: Although endoscopic resection is an accepted technique for upper gastrointestinal subepithelial tumors (SETs) originating from the muscularis propria (MP) layer, published data regarding its complications are highly variable and limited to small data series. This study aimed to analyze the safety of endoscopic resection in a large case series. METHODS: A total of 726 consecutive patients with 733 upper gastrointestinal SETs originating from the MP layer underwent endoscopic resection from June 2005 to December 2014. The complete resection rate, perioperative perforation rate, and perioperative bleeding rate were the main outcome measurements. RESULTS: The complete resection rate was 97.1%. Ninety-four patients had complications (12.9%), including 88 with perioperative perforations (12.1%), 13 with perioperative bleeding (1.8%), 5 with localized peritonitis (0.7%), and one with delayed bleeding (0.1%). Eleven patients required surgery; the others were treated endoscopically. Risk factors for incomplete resection were extensive connection of the tumor to the MP layer (P=0.007) and extraluminal growth (P=0.048). Risk factors for perioperative perforation were larger tumor size (≤2.0 cm vs. 2.1-3.0 cm vs. >3.0 cm, P=0.021), extraluminal growth (P=0.046), and extensive connection (P<0.001). A risk factor for perioperative bleeding was larger tumor size (P=0.045). No residual or recurrent lesions were detected during the follow-up period (median: 28 months). CONCLUSIONS: Endoscopic resection is an effective and reasonably safe therapeutic method for treating/removing upper gastrointestinal SETs originating from the MP layer when managed by an experienced endoscopic team.


Subject(s)
Endoscopy, Gastrointestinal , Gastrointestinal Stromal Tumors/surgery , Patient Safety , Adult , Aged , Aged, 80 and over , Endosonography , Female , Gastric Mucosa/pathology , Gastrointestinal Stromal Tumors/diagnostic imaging , Gastrointestinal Stromal Tumors/pathology , Humans , Male , Middle Aged , Postoperative Complications/epidemiology , Retrospective Studies , Risk Factors , Tomography, X-Ray Computed , Treatment Outcome
9.
Oncol Lett ; 7(2): 471-478, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24396472

ABSTRACT

Changes in the expression of the Notch1 intracellular domain (NICD) and p21 proteins have been shown to be closely associated with the development and progression of a number of cancers. The present study aimed to investigate the expression levels of the two proteins in gastric carcinoma and precancerous lesions, and to determine the clinical significance of this. A total of 109 gastric cancer, 57 precancerous gastric lesion, 50 chronic superficial gastritis and 17 normal gastric mucosa patients were recruited for immunohistochemical staining of NICD and p21 protein expression. The protein expression levels in the gastric cancer patient samples were associated with the clinicopathological and survival data. NICD protein levels were upregulated gradually from normal gastric mucosae through chronic superficial gastritis and precancerous gastric lesions to gastric cancer tissues (P<0.01), whereas p21 protein levels were downregulated accordingly (P<0.01). Increased NICD and a loss of p21 expression were closely associated with tumor dedifferentiation, depth of tumor invasion, lymph node metastasis, surface morphology and Lauren classification in gastric cancer. Thus, NICD expression was inversely associated with p21 expression. In addition, the overall survival rate was greater in NICD- and P21+ patients than in NICD+ and P21- patients, respectively (P<0.05). The COX regression multivariate analysis revealed that NICD+, p21-, depth of tumor invasion and lymph node metastasis were all independent prognostic factors for patients with gastric cancer. NICD and p21 proteins are differentially expressed in gastric cancer and the aberrant expression of these proteins is associated with an advanced tumor stage, tumor metastasis and overall patient survival. Future studies are required to further evaluate the two proteins as novel prognostic markers for patients with gastric cancer.

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