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Effect of growth hormone on colonic anastomosis after intraperitoneal administration of 5-fluorouracil, bleomycin and cisplatin: An experimental study. 生长激素对腹腔注射 5-氟尿嘧啶、博来霉素和顺铂后结肠吻合术的影响:一项实验研究。
IF 1.8 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-27 DOI: 10.4240/wjgs.v16.i8.2679
Ioannis Lambrou, Ioannis Mantzoros, Orestis Ioannidis, Dimitrios Tatsis, Elissavet Anestiadou, Vasiliki Bisbinas, Manousos-Georgios Pramateftakis, Efstathios Kotidis, Barbara Driagka, Ourania Kerasidou, Savvas Symeonidis, Stefanos Bitsianis, Freideriki Sifaki, Konstantinos Angelopoulos, Haralabos Demetriades, Stamatios Angelopoulos

Background: Growth hormone (GH) plays a crucial role in wound healing and tissue repair in postoperative patients. In particular, colonic anastomosis healing following colorectal surgery is impaired by numerous chemotherapy agents.

Aim: To investigate whether GH can improve the healing of a colonic anastomosis following the adverse effects of intraperitoneal administration of 5-fluorouracil (5-FU), bleomycin and cisplatin.

Methods: Eighty Wistar rats underwent laparotomy and a 1 cm-resection of the transverse colon, followed by an end-to-end anastomosis under general anesthesia. The rats were blindly allocated into four equal groups and administered a different daily intraperitoneal therapeutic regimen for 6 days. The control group (A) received normal saline. Group B received chemotherapy with 5-FU (20 mg/kg), bleomycin (4 mg/kg) and cisplatin (0.7 mg/kg). Group C received GH (2 mg/kg), and group D received the aforementioned combination chemotherapy and GH, as described. The rats were sacrificed on the 7th postoperative day and the anastomoses were macroscopically and microscopically examined. Body weight, bursting pressure, hydroxyproline levels and inflammation markers were measured.

Results: All rats survived until the day of sacrifice, with no infections or other complications. A decrease in the body weight of group D rats was observed, not statistically significant compared to group A (P = 1), but significantly different to groups C (P = 0.001) and B (P < 0.01). Anastomotic dehiscence rate was not statistically different between the groups. Bursting pressure was not significantly different between groups A and D (P = 1.0), whereas group B had a significantly lower bursting pressure compared to group D (P < 0.001). All groups had significantly more adhesions than group A. Hydroxyproline, as a measurement of collagen deposition, was significantly higher in group D compared to group B (P < 0.05), and higher, but not statistically significant, compared to group A. Significant changes in group D were recorded, compared to group A regarding inflammation (3.450 vs 2.900, P = 0.016) and fibroblast activity (2.75 vs 3.25, P = 0.021). Neoangiogenesis and collagen deposition were not significantly different between groups A and D. Collagen deposition was significantly increased in group D compared to group B (P < 0.001).

Conclusion: Intraperitoneal administration of chemotherapy has an adverse effect on the healing process of colonic anastomosis. However, GH can inhibit the deleterious effect of administered chemotherapy agents and induce colonic healing in rats.

背景:生长激素(GH)对术后患者的伤口愈合和组织修复起着至关重要的作用。目的:研究生长激素是否能改善腹腔注射 5-氟尿嘧啶(5-FU)、博来霉素和顺铂后结肠吻合口的愈合:方法:80 只 Wistar 大鼠在全身麻醉的情况下接受开腹手术并切除横结肠 1 厘米,然后进行端对端吻合术。大鼠被盲法分配成四个相同的组别,每天腹腔注射不同的治疗方案,持续 6 天。对照组(A)接受生理盐水。B 组接受 5-FU(20 毫克/千克)、博来霉素(4 毫克/千克)和顺铂(0.7 毫克/千克)化疗。C 组接受 GH(2 毫克/千克),D 组接受上述联合化疗和 GH,如前所述。大鼠于术后第 7 天处死,并对吻合口进行宏观和显微镜检查。测量体重、爆破压、羟脯氨酸水平和炎症指标:结果:所有大鼠均存活至牺牲日,无感染或其他并发症。观察到 D 组大鼠体重下降,与 A 组相比无统计学意义(P = 1),但与 C 组(P = 0.001)和 B 组(P < 0.01)相比有显著差异。吻合口开裂率在各组之间没有统计学差异。A 组和 D 组的破裂压力无明显差异(P = 1.0),而 B 组的破裂压力明显低于 D 组(P < 0.001)。与 A 组相比,D 组在炎症(3.450 vs 2.900,P = 0.016)和成纤维细胞活性(2.75 vs 3.25,P = 0.021)方面有明显变化。新血管生成和胶原沉积在 A 组和 D 组之间无明显差异,与 B 组相比,D 组的胶原沉积明显增加(P < 0.001):结论:腹腔内给药化疗对结肠吻合术的愈合过程有不利影响。结论:腹腔内给药化疗对大鼠结肠吻合术的愈合过程有不利影响,但 GH 可抑制给药化疗剂的有害影响,诱导大鼠结肠愈合。
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引用次数: 0
Alteration of ascending colon mucosal microbiota in patients after cholecystectomy. 胆囊切除术后患者升结肠粘膜微生物群的变化。
IF 1.8 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-27 DOI: 10.4240/wjgs.v16.i8.2436
Miao-Yan Fan, Qiao-Li Jiang, Meng-Yan Cui, Meng-Qi Zhao, Jing-Jing Wang, Ying-Ying Lu

Background: Cholecystectomy is a successful treatment option for gallstones, although the incidence of colorectal cancer (CRC) has notably increased in post-cholecystectomy (PC) patients. However, it remains uncertain whether the altered mucosal microbiota in the ascending colon is related.

Aim: To investigate the potential correlation between gut microbiota and the surgical procedure of cholecystectomy.

Methods: In total, 30 PC patients and 28 healthy controls underwent colonoscopies to collect mucosal biopsy samples. PC patients were divided based on their clinical features. Then, 16S-rRNA gene sequencing was used to analyze the amplicon, alpha diversity, beta diversity, and composition of the bacterial communities. Additionally, the Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) database, sourced from the Kyoto Encyclopedia of Genes and Genomes, was used to predict the functional capabilities of the bacteria.

Results: PC patients were comparable with healthy controls. However, PC patients older than 60 years had a distinct composition compared to those under 60 years old. Bacteroidetes richness was considerably higher at the phylum level in PC patients. Bacteroides, Parabacteroides, and Bilophila were more abundant in the PC group than in the control group. Furthermore, PC patients exhibited greater enrichment in metabolic pathways, specifically those related to lipopolysaccharide biosynthesis and vancomycin group antibiotic production, than controls.

Conclusion: This study indicated that the mucosal microbiota in PC patients was altered, perhaps offering new perspectives on the treatment possibilities for CRC and diarrhea following cholecystectomy.

背景:胆囊切除术是治疗胆结石的一种成功方法,但胆囊切除术后(PC)患者的结直肠癌(CRC)发病率明显增加。目的:研究肠道微生物群与胆囊切除术手术过程之间的潜在相关性:方法:共有 30 名 PC 患者和 28 名健康对照者接受了结肠镜检查,以收集粘膜活检样本。根据临床特征对 PC 患者进行分类。然后,使用 16S-rRNA 基因测序分析扩增子、α多样性、β多样性和细菌群落的组成。此外,研究人员还利用来自京都基因与基因组百科全书的 "通过重建未观察状态对群落进行系统发育调查(PICRUSt)"数据库来预测细菌的功能能力:结果:PC 患者与健康对照组相当。然而,与 60 岁以下的 PC 患者相比,60 岁以上的 PC 患者体内的细菌组成截然不同。PC 患者的类杆菌科细菌丰富度要高得多。与对照组相比,PC 组中的 Bacteroides、Parabacteroides 和 Bilophila 含量更高。此外,与对照组相比,PC 患者的代谢途径更为丰富,特别是与脂多糖生物合成和万古霉素类抗生素生产相关的代谢途径:这项研究表明,PC 患者的粘膜微生物群发生了改变,这或许为治疗胆囊切除术后的 CRC 和腹泻提供了新的视角。
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引用次数: 0
Establishment of predictive models and determinants of preoperative gastric retention in endoscopic retrograde cholangiopancreatography. 建立内镜逆行胰胆管造影术术前胃潴留的预测模型和决定因素。
IF 1.8 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-27 DOI: 10.4240/wjgs.v16.i8.2574
Ying Jia, Hao-Jun Wu, Tang Li, Jia-Bin Liu, Ling Fang, Zi-Ming Liu
<p><strong>Background: </strong>Study on influencing factors of gastric retention before endoscopic retrograde cholangiopancreatography (ERCP) background: With the wide application of ERCP, the risk of preoperative gastric retention affects the smooth progress of the operation. The study found that female, biliary and pancreatic malignant tumor, digestive tract obstruction and other factors are closely related to gastric retention, so the establishment of predictive model is very important to reduce the risk of operation.</p><p><strong>Aim: </strong>To analyze the factors influencing preoperative gastric retention in ERCP and establish a predictive model.</p><p><strong>Methods: </strong>A retrospective analysis was conducted on 190 patients admitted to our hospital for ERCP preparation between January 2020 and February 2024. Patient baseline clinical data were collected using an electronic medical record system. Patients were randomly matched in a 1:4 ratio with data from 190 patients during the same period to establish a validation group (<i>n</i> = 38) and a modeling group (<i>n</i> = 152). Patients in the modeling group were divided into the gastric retention group (<i>n</i> = 52) and non-gastric retention group (<i>n</i> = 100) based on whether gastric retention occurred preoperatively. General data of patients in the validation group and modeling group were compared. Univariate and multivariate logistic regression analyses were performed to identify factors influencing preoperative gastric retention in ERCP patients. A predictive model for preoperative gastric retention in ERCP patients was constructed, and calibration curves were used for validation. The receiver operating characteristic (ROC) curve was analyzed to evaluate the predictive value of the model.</p><p><strong>Results: </strong>We found no statistically significant difference in general data between the validation group and modeling group (<i>P ></i> 0.05). The comparison of age, body mass index, hypertension, and diabetes between the two groups showed no statistically significant difference (<i>P ></i> 0.05). However, we noted statistically significant differences in gender, primary disease, jaundice, opioid use, and gastrointestinal obstruction between the two groups (<i>P <</i> 0.05). Multivariate logistic regression analysis showed that gender, primary disease, jaundice, opioid use, and gastrointestinal obstruction were independent factors influencing preoperative gastric retention in ERCP patients (<i>P <</i> 0.05). The results of logistic regression analysis revealed that gender, primary disease, jaundice, opioid use, and gastrointestinal obstruction were included in the predictive model for preoperative gastric retention in ERCP patients. The calibration curves in the training set and validation set showed a slope close to 1, indicating good consistency between the predicted risk and actual risk. The ROC analysis results showed that the area under the curve (AUC) of the p
背景:研究内镜逆行胰胆管造影术(ERCP)术前胃潴留的影响因素背景:随着ERCP的广泛应用,术前胃潴留的风险影响着手术的顺利进行。研究发现,女性、胆道及胰腺恶性肿瘤、消化道梗阻等因素与胃潴留密切相关,因此建立预测模型对降低手术风险十分重要:方法:对2020年1月至2024年2月期间我院收治的190例ERCP准备患者进行回顾性分析。通过电子病历系统收集患者的基线临床数据。以 1:4 的比例随机匹配同期 190 名患者的数据,建立验证组(38 人)和建模组(152 人)。根据术前是否发生胃潴留,将模型组患者分为胃潴留组(n = 52)和非胃潴留组(n = 100)。比较验证组和建模组患者的一般数据。进行单变量和多变量逻辑回归分析,以确定ERCP患者术前胃潴留的影响因素。构建了ERCP患者术前胃潴留的预测模型,并使用校准曲线进行验证。通过分析接收者操作特征曲线(ROC)来评估模型的预测价值:我们发现验证组与建模组的一般数据差异无统计学意义(P>0.05)。两组之间年龄、体重指数、高血压和糖尿病的比较也没有发现明显的统计学差异(P>0.05)。不过,我们注意到两组患者在性别、原发病、黄疸、阿片类药物使用和胃肠道梗阻方面存在显著统计学差异(P 0.05)。多变量逻辑回归分析显示,性别、原发疾病、黄疸、阿片类药物使用和胃肠道梗阻是影响 ERCP 患者术前胃潴留的独立因素(P 0.05)。逻辑回归分析结果显示,性别、原发疾病、黄疸、阿片类药物使用和胃肠道梗阻被纳入 ERCP 患者术前胃潴留的预测模型。训练集和验证集的校准曲线显示斜率接近于1,表明预测风险和实际风险之间具有良好的一致性。ROC 分析结果显示,在训练集中,ERCP 患者术前胃潴留预测模型的曲线下面积(AUC)为 0.901,标准误差为 0.023(95%CI:0.8264-0.9567),最佳临界值为 0.71,灵敏度为 87.5,特异度为 84.2。在验证组中,预测模型的 AUC 为 0.842,标准误差为 0.013(95%CI:0.8061-0.9216),最佳临界值为 0.56,灵敏度为 56.2,特异性为 100.0:性别、原发疾病、黄疸、阿片类药物使用和胃肠道梗阻是ERCP患者术前胃潴留的影响因素。根据这些因素建立的预测模型具有很高的预测价值。
{"title":"Establishment of predictive models and determinants of preoperative gastric retention in endoscopic retrograde cholangiopancreatography.","authors":"Ying Jia, Hao-Jun Wu, Tang Li, Jia-Bin Liu, Ling Fang, Zi-Ming Liu","doi":"10.4240/wjgs.v16.i8.2574","DOIUrl":"10.4240/wjgs.v16.i8.2574","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;Study on influencing factors of gastric retention before endoscopic retrograde cholangiopancreatography (ERCP) background: With the wide application of ERCP, the risk of preoperative gastric retention affects the smooth progress of the operation. The study found that female, biliary and pancreatic malignant tumor, digestive tract obstruction and other factors are closely related to gastric retention, so the establishment of predictive model is very important to reduce the risk of operation.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Aim: &lt;/strong&gt;To analyze the factors influencing preoperative gastric retention in ERCP and establish a predictive model.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;A retrospective analysis was conducted on 190 patients admitted to our hospital for ERCP preparation between January 2020 and February 2024. Patient baseline clinical data were collected using an electronic medical record system. Patients were randomly matched in a 1:4 ratio with data from 190 patients during the same period to establish a validation group (&lt;i&gt;n&lt;/i&gt; = 38) and a modeling group (&lt;i&gt;n&lt;/i&gt; = 152). Patients in the modeling group were divided into the gastric retention group (&lt;i&gt;n&lt;/i&gt; = 52) and non-gastric retention group (&lt;i&gt;n&lt;/i&gt; = 100) based on whether gastric retention occurred preoperatively. General data of patients in the validation group and modeling group were compared. Univariate and multivariate logistic regression analyses were performed to identify factors influencing preoperative gastric retention in ERCP patients. A predictive model for preoperative gastric retention in ERCP patients was constructed, and calibration curves were used for validation. The receiver operating characteristic (ROC) curve was analyzed to evaluate the predictive value of the model.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;We found no statistically significant difference in general data between the validation group and modeling group (&lt;i&gt;P &gt;&lt;/i&gt; 0.05). The comparison of age, body mass index, hypertension, and diabetes between the two groups showed no statistically significant difference (&lt;i&gt;P &gt;&lt;/i&gt; 0.05). However, we noted statistically significant differences in gender, primary disease, jaundice, opioid use, and gastrointestinal obstruction between the two groups (&lt;i&gt;P &lt;&lt;/i&gt; 0.05). Multivariate logistic regression analysis showed that gender, primary disease, jaundice, opioid use, and gastrointestinal obstruction were independent factors influencing preoperative gastric retention in ERCP patients (&lt;i&gt;P &lt;&lt;/i&gt; 0.05). The results of logistic regression analysis revealed that gender, primary disease, jaundice, opioid use, and gastrointestinal obstruction were included in the predictive model for preoperative gastric retention in ERCP patients. The calibration curves in the training set and validation set showed a slope close to 1, indicating good consistency between the predicted risk and actual risk. The ROC analysis results showed that the area under the curve (AUC) of the p","PeriodicalId":23759,"journal":{"name":"World Journal of Gastrointestinal Surgery","volume":"16 8","pages":"2574-2582"},"PeriodicalIF":1.8,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11362919/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142112674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lymph node dissection does not affect the survival of patients with tumor node metastasis stages I and II colorectal cancer. 淋巴结清扫术不会影响肿瘤结节转移 I 期和 II 期结直肠癌患者的生存。
IF 1.8 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-27 DOI: 10.4240/wjgs.v16.i8.2503
Fan He, Shu-Pei Qu, Ye Yuan, Kun Qian

Background: The effect of the number of lymph node dissections (LNDs) during radical resection for colorectal cancer (CRC) on overall survival (OS) remains controversial.

Aim: To investigate the association between the number of LNDs and OS in patients with tumor node metastasis (TNM) stage I-II CRC undergoing radical resection.

Methods: Patients who underwent radical resection for CRC at a single-center hospital between January 2011 and December 2021 were retrospectively analyzed. Cox regression analyses were performed to identify the independent predictors of OS at different T stages.

Results: A total of 2850 patients who underwent laparoscopic radical resection for CRC were enrolled. At stage T1, age [P < 0.01, hazard ratio (HR) = 1.075, 95% confidence interval (CI): 1.019-1.134] and tumour size (P = 0.021, HR = 3.635, 95%CI: 1.210-10.917) were independent risk factors for OS. At stage T2, age (P < 0.01, HR = 1.064, 95%CI: 1.032-1.098) and overall complications (P = 0.012, HR = 2.297, 95%CI: 1.200-4.397) were independent risk factors for OS. At stage T3, only age (P < 0.01, HR = 1.047, 95%CI: 1.027-1.066) was an independent risk factor for OS. At stage T4, age (P < 0.01, HR = 1.057, 95%CI: 1.039-1.075) and body mass index (P = 0. 034, HR = 0.941, 95%CI: 0.890-0.995) were independent risk factors for OS. However, there was no association between LNDs and OS in stages I and II.

Conclusion: The number of LDNs did not affect the survival of patients with TNM stages I and II CRC. Therefore, insufficient LNDs should not be a cause for alarm during the surgery.

背景:目的:研究接受根治性切除术的肿瘤结节转移(TNM)I-II期CRC患者的淋巴结清扫次数与OS之间的关系:方法:对2011年1月至2021年12月期间在一家单中心医院接受根治性切除术的CRC患者进行回顾性分析。结果:共有2850名患者接受了根治性切除术,其中有1.5%的患者接受了根治性切除术:共有2850名接受腹腔镜根治性切除术的CRC患者入选。在T1期,年龄[P < 0.01,危险比(HR)= 1.075,95%置信区间(CI):1.019-1.134]和肿瘤大小(P = 0.021,HR = 3.635,95%CI:1.210-10.917)是OS的独立危险因素。在T2期,年龄(P < 0.01,HR = 1.064,95%CI:1.032-1.098)和总体并发症(P = 0.012,HR = 2.297,95%CI:1.200-4.397)是OS的独立危险因素。在T3期,只有年龄(P < 0.01,HR = 1.047,95%CI:1.027-1.066)是OS的独立危险因素。在T4期,年龄(P < 0.01,HR = 1.057,95%CI:1.039-1.075)和体重指数(P = 0. 034,HR = 0.941,95%CI:0.890-0.995)是OS的独立危险因素。然而,在I期和II期中,LNDs与OS之间没有关联:结论:LDN的数量不会影响TNM分期为I期和II期的CRC患者的生存率。结论:LDNs数量不会影响TNM分期为I期和II期的CRC患者的生存率,因此在手术过程中,LDNs不足不应引起警惕。
{"title":"Lymph node dissection does not affect the survival of patients with tumor node metastasis stages I and II colorectal cancer.","authors":"Fan He, Shu-Pei Qu, Ye Yuan, Kun Qian","doi":"10.4240/wjgs.v16.i8.2503","DOIUrl":"10.4240/wjgs.v16.i8.2503","url":null,"abstract":"<p><strong>Background: </strong>The effect of the number of lymph node dissections (LNDs) during radical resection for colorectal cancer (CRC) on overall survival (OS) remains controversial.</p><p><strong>Aim: </strong>To investigate the association between the number of LNDs and OS in patients with tumor node metastasis (TNM) stage I-II CRC undergoing radical resection.</p><p><strong>Methods: </strong>Patients who underwent radical resection for CRC at a single-center hospital between January 2011 and December 2021 were retrospectively analyzed. Cox regression analyses were performed to identify the independent predictors of OS at different T stages.</p><p><strong>Results: </strong>A total of 2850 patients who underwent laparoscopic radical resection for CRC were enrolled. At stage T1, age [<i>P</i> < 0.01, hazard ratio (HR) = 1.075, 95% confidence interval (CI): 1.019-1.134] and tumour size (<i>P</i> = 0.021, HR = 3.635, 95%CI: 1.210-10.917) were independent risk factors for OS. At stage T2, age (<i>P</i> < 0.01, HR = 1.064, 95%CI: 1.032-1.098) and overall complications (<i>P</i> = 0.012, HR = 2.297, 95%CI: 1.200-4.397) were independent risk factors for OS. At stage T3, only age (<i>P</i> < 0.01, HR = 1.047, 95%CI: 1.027-1.066) was an independent risk factor for OS. At stage T4, age (<i>P</i> < 0.01, HR = 1.057, 95%CI: 1.039-1.075) and body mass index (<i>P</i> = 0. 034, HR = 0.941, 95%CI: 0.890-0.995) were independent risk factors for OS. However, there was no association between LNDs and OS in stages I and II.</p><p><strong>Conclusion: </strong>The number of LDNs did not affect the survival of patients with TNM stages I and II CRC. Therefore, insufficient LNDs should not be a cause for alarm during the surgery.</p>","PeriodicalId":23759,"journal":{"name":"World Journal of Gastrointestinal Surgery","volume":"16 8","pages":"2503-2510"},"PeriodicalIF":1.8,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11362951/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142112682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine learning in predicting postoperative complications in Crohn's disease. 机器学习在预测克罗恩病术后并发症中的应用。
IF 1.8 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-27 DOI: 10.4240/wjgs.v16.i8.2745
Li-Fan Zhang, Liu-Xiang Chen, Wen-Juan Yang, Bing Hu

Crohn's disease (CD) is a chronic inflammatory bowel disease of unknown origin that can cause significant disability and morbidity with its progression. Due to the unique nature of CD, surgery is often necessary for many patients during their lifetime, and the incidence of postoperative complications is high, which can affect the prognosis of patients. Therefore, it is essential to identify and manage postoperative complications. Machine learning (ML) has become increasingly important in the medical field, and ML-based models can be used to predict postoperative complications of intestinal resection for CD. Recently, a valuable article titled "Predicting short-term major postoperative complications in intestinal resection for Crohn's disease: A machine learning-based study" was published by Wang et al. We appreciate the authors' creative work, and we are willing to share our views and discuss them with the authors.

克罗恩病(Crohn's disease,CD)是一种原因不明的慢性炎症性肠病,随着病情发展可导致严重的残疾和发病率。由于克罗恩病的特殊性,许多患者一生中往往需要进行手术治疗,而术后并发症的发生率很高,会影响患者的预后。因此,识别和处理术后并发症至关重要。机器学习(ML)在医学领域已变得越来越重要,基于 ML 的模型可用于预测 CD 肠切除术的术后并发症。最近,一篇题为 "Predicting short-term major postoperative complications in intestinal resection for Crohn's disease:我们对作者的创造性工作表示赞赏,并愿意与作者分享和讨论我们的观点。
{"title":"Machine learning in predicting postoperative complications in Crohn's disease.","authors":"Li-Fan Zhang, Liu-Xiang Chen, Wen-Juan Yang, Bing Hu","doi":"10.4240/wjgs.v16.i8.2745","DOIUrl":"10.4240/wjgs.v16.i8.2745","url":null,"abstract":"<p><p>Crohn's disease (CD) is a chronic inflammatory bowel disease of unknown origin that can cause significant disability and morbidity with its progression. Due to the unique nature of CD, surgery is often necessary for many patients during their lifetime, and the incidence of postoperative complications is high, which can affect the prognosis of patients. Therefore, it is essential to identify and manage postoperative complications. Machine learning (ML) has become increasingly important in the medical field, and ML-based models can be used to predict postoperative complications of intestinal resection for CD. Recently, a valuable article titled \"Predicting short-term major postoperative complications in intestinal resection for Crohn's disease: A machine learning-based study\" was published by Wang <i>et al</i>. We appreciate the authors' creative work, and we are willing to share our views and discuss them with the authors.</p>","PeriodicalId":23759,"journal":{"name":"World Journal of Gastrointestinal Surgery","volume":"16 8","pages":"2745-2747"},"PeriodicalIF":1.8,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11362926/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142112683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prediction model establishment and validation for enteral nutrition aspiration during hospitalization in patients with acute pancreatitis. 建立和验证急性胰腺炎患者住院期间肠内营养吸入的预测模型。
IF 1.8 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-27 DOI: 10.4240/wjgs.v16.i8.2583
Ping Hou, Hao-Jun Wu, Tang Li, Jia-Bin Liu, Quan-Qing Zhao, Hong-Jiang Zhao, Zi-Ming Liu
<p><strong>Background: </strong>Acute pancreatitis (AP) is a disease caused by abnormal activation of pancreatic enzymes and can lead to self-digestion of pancreatic tissues and dysfunction of other organs. Enteral nutrition plays a vital role in the treatment of AP because it can meet the nutritional needs of patients, promote the recovery of intestinal function, and maintain the barrier and immune functions of the intestine. However, the risk of aspiration during enteral nutrition is high; once aspiration occurs, it may cause serious complications, such as aspiration pneumonia, and suffocation, posing a threat to the patient's life. This study aims to establish and validate a prediction model for enteral nutrition aspiration during hospitalization in patients with AP.</p><p><strong>Aim: </strong>To establish and validate a predictive model for enteral nutrition aspiration during hospitalization in patients with AP.</p><p><strong>Methods: </strong>A retrospective review was conducted on 200 patients with AP admitted to Chengdu Shangjin Nanfu Hospital, West China Hospital of Sichuan University from January 2020 to February 2024. Clinical data were collected from the electronic medical record system. Patients were randomly divided into a validation group (<i>n</i> = 40) and a modeling group (<i>n</i> = 160) in a 1:4 ratio, matched with 200 patients from the same time period. The modeling group was further categorized into an aspiration group (<i>n</i> = 25) and a non-aspiration group (<i>n</i> = 175) based on the occurrence of enteral nutrition aspiration during hospitalization. Univariate and multivariate logistic regression analyses were performed to identify factors influencing enteral nutrition aspiration in patients with AP during hospitalization. A prediction model for enteral nutrition aspiration during hospitalization was constructed, and calibration curves were used for validation. Receiver operating characteristic curve analysis was conducted to evaluate the predictive value of the model.</p><p><strong>Results: </strong>There was no statistically significant difference in general data between the validation and modeling groups (<i>P</i> > 0.05). The comparison of age, gender, body mass index, smoking history, hypertension history, and diabetes history showed no statistically significant difference between the two groups (<i>P</i> > 0.05). However, patient position, consciousness status, nutritional risk, Acute Physiology and Chronic Health Evaluation (APACHE-II) score, and length of nasogastric tube placement showed statistically significant differences (<i>P</i> < 0.05) between the two groups. Multivariate logistic regression analysis showed that patient position, consciousness status, nutritional risk, APACHE-II score, and length of nasogastric tube placement were independent factors influencing enteral nutrition aspiration in patients with AP during hospitalization (<i>P</i> < 0.05). These factors were incorporated into the prediction
背景:急性胰腺炎(AP)是一种由胰腺酶异常激活引起的疾病,可导致胰腺组织自身消化和其他器官功能障碍。肠内营养在急性胰腺炎的治疗中发挥着重要作用,因为它可以满足患者的营养需求,促进肠道功能的恢复,维持肠道的屏障和免疫功能。然而,肠内营养过程中发生吸入的风险较高,一旦发生吸入,可能引起吸入性肺炎、窒息等严重并发症,对患者生命构成威胁。本研究旨在建立并验证 AP 患者住院期间肠内营养吸入的预测模型。目的:建立并验证 AP 患者住院期间肠内营养吸入的预测模型:方法:对2020年1月至2024年2月在四川大学华西医院成都上锦南府医院住院的200例AP患者进行回顾性研究。临床数据来自电子病历系统。患者按1:4的比例随机分为验证组(40人)和建模组(160人),并与同期的200名患者进行配对。根据住院期间发生肠内营养吸入的情况,模型组又分为吸入组(n = 25)和非吸入组(n = 175)。通过单变量和多变量逻辑回归分析,确定影响 AP 患者住院期间肠内营养吸入的因素。建立了住院期间肠内营养吸入的预测模型,并使用校准曲线进行验证。对模型的预测价值进行了接收者操作特征曲线分析:验证组和建模组的一般数据差异无统计学意义(P>0.05)。年龄、性别、体重指数、吸烟史、高血压史和糖尿病史的比较显示,两组之间的差异无统计学意义(P > 0.05)。然而,患者体位、意识状态、营养风险、急性生理学和慢性健康评估(APACHE-II)评分以及鼻胃管置入时间在两组间存在显著统计学差异(P < 0.05)。多变量逻辑回归分析显示,患者体位、意识状态、营养风险、APACHE-II 评分和鼻胃管置入时间是影响 AP 患者住院期间肠内营养吸入的独立因素(P < 0.05)。将这些因素纳入预测模型后,预测风险和实际风险之间显示出良好的一致性,这体现在训练集和验证集的校准曲线斜率接近 1。受试者操作特征分析显示,训练集的曲线下面积(AUC)为 0.926(95%CI:0.8889-0.9675)。最佳临界值为 0.73,灵敏度为 88.4,特异度为 85.2。在验证集中,预测 AP 患者住院期间肠内营养吸入的模型的 AUC 为 0.902,标准误差为 0.040(95%CI:0.8284-0.9858),最佳临界值为 0.73,灵敏度为 91.9,特异度为 81.8:建立了 AP 患者住院期间肠内营养吸入的预测模型,该模型具有很高的预测价值。该模型的进一步临床应用值得期待。
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引用次数: 0
Preoperative prediction of hepatocellular carcinoma microvascular invasion based on magnetic resonance imaging feature extraction artificial neural network. 基于磁共振成像特征提取人工神经网络的肝癌微血管侵犯术前预测
IF 1.8 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-27 DOI: 10.4240/wjgs.v16.i8.2546
Jing-Yi Xu, Yu-Fan Yang, Zhong-Yue Huang, Xin-Ye Qian, Fan-Hua Meng

Background: Hepatocellular carcinoma (HCC) recurrence is highly correlated with increased mortality. Microvascular invasion (MVI) is indicative of aggressive tumor biology in HCC.

Aim: To construct an artificial neural network (ANN) capable of accurately predicting MVI presence in HCC using magnetic resonance imaging.

Methods: This study included 255 patients with HCC with tumors < 3 cm. Radiologists annotated the tumors on the T1-weighted plain MR images. Subsequently, a three-layer ANN was constructed using image features as inputs to predict MVI status in patients with HCC. Postoperative pathological examination is considered the gold standard for determining MVI. Receiver operating characteristic analysis was used to evaluate the effectiveness of the algorithm.

Results: Using the bagging strategy to vote for 50 classifier classification results, a prediction model yielded an area under the curve (AUC) of 0.79. Moreover, correlation analysis revealed that alpha-fetoprotein values and tumor volume were not significantly correlated with the occurrence of MVI, whereas tumor sphericity was significantly correlated with MVI (P < 0.01).

Conclusion: Analysis of variable correlations regarding MVI in tumors with diameters < 3 cm should prioritize tumor sphericity. The ANN model demonstrated strong predictive MVI for patients with HCC (AUC = 0.79).

背景:肝细胞癌(HCC)复发与死亡率增加高度相关。微血管侵犯(MVI)是 HCC 中侵袭性肿瘤生物学的标志。目的:利用磁共振成像构建能够准确预测 HCC 中 MVI 存在情况的人工神经网络(ANN):本研究纳入了 255 例肿瘤小于 3 厘米的 HCC 患者。放射科医生在 T1 加权磁共振平扫图像上对肿瘤进行了标注。随后,以图像特征为输入构建了三层 ANN,用于预测 HCC 患者的 MVI 状态。术后病理检查被认为是确定 MVI 的金标准。使用接收者操作特征分析来评估算法的有效性:采用袋装策略对 50 个分类器的分类结果进行投票,预测模型的曲线下面积(AUC)为 0.79。此外,相关性分析表明,甲胎蛋白值和肿瘤体积与 MVI 的发生无显著相关性,而肿瘤球形度与 MVI 有显著相关性(P < 0.01):结论:对直径小于 3 厘米的肿瘤 MVI 的变量相关性分析应优先考虑肿瘤的球形度。ANN模型对HCC患者的MVI具有很强的预测性(AUC = 0.79)。
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引用次数: 0
Treatment strategy and therapy based on immune response in patients with gastric cancers. 基于胃癌患者免疫反应的治疗策略和疗法。
IF 1.8 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-27 DOI: 10.4240/wjgs.v16.i8.2393
Damian Jacenik, Jakub Fichna

In this editorial, we highlight the significance of a retrospective study "Analysis of the impact of immunotherapy efficacy and safety in patients with gastric cancer and liver metastasis" performed by Liu et al. The authors utilized data collected from gastric cancer (GC) patients and assessed immunotherapy effectiveness and survival status. They found significant differences in treatment response. Because immunotherapy seems to be a beneficial strategy for advanced GC patients, stratification of the data based on metastasis status may further improve treatment strategies.

在这篇社论中,我们强调了 Liu 等人进行的一项回顾性研究 "免疫疗法对胃癌肝转移患者疗效和安全性的影响分析 "的意义。作者利用从胃癌(GC)患者中收集的数据,评估了免疫疗法的疗效和生存状况。他们发现治疗反应存在明显差异。由于免疫疗法似乎是一种对晚期胃癌患者有益的策略,根据转移状态对数据进行分层可能会进一步改善治疗策略。
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引用次数: 0
Clinical significance of peripheral blood immune cells in patients with gastric cancer after surgery. 胃癌术后患者外周血免疫细胞的临床意义。
IF 1.8 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-27 DOI: 10.4240/wjgs.v16.i8.2521
Qian-Wen Wang, Jie-Wen Zhu, Ling-Zhen Gong

Background: Gastric cancer is one of the most common malignant tumors worldwide, and surgical resection is one of the main ways to treat gastric cancer. However, the immune status of postoperative patients is crucial for prognosis and survival, and immune cells play an important role in this process. Therefore, it is helpful to understand the immune status of postoperative patients by evaluating the levels of peripheral blood immune cells, especially total T cells (CD3+), helper T cells (CD3+CD4+), and suppressor T cells (CD3+CD8+), and its relationship to survival.

Aim: To analyzed the immune cells in peripheral blood of patients with gastric cancer after surgery, detect the levels of total T cells, helper T cells and suppressor T cells.

Methods: A total of 58 patients with gastric cancer who received surgical treatment were included in the retrospective study. Flow cytometry was used to detect the level of peripheral blood immune cells and analyze the correlation between total T cells, helper T cells and inhibitory T cells. To explore the relationship between these immune markers and patient survival.

Results: The results showed that the levels of total T cells, helper T cells, and suppressor T cells changed in patients after gastric cancer surgery. There was a significant positive correlation between total T cells, helper T cells and suppressor T cells (r = 0.35, P < 0.01; r = 0.56, P < 0.01). However, there was a negative correlation between helper T cells and suppressor T cells (r = -0.63, P < 0.01). Follow-up showed that the survival rate of patients in the high-level total T cell group was significantly higher than that in the low-level group (28.87 ± 24.98 months vs 18.42 ± 16.21 months). The survival curve shows that the curve of patients in the high-level group is shifted to the upper right, and that of the low-level group is shifted downward. There was no significant difference between the levels of helper T cells and suppressor T cells and patient survival time.

Conclusion: By detecting peripheral blood immune cells with flow cytometry, we can initially evaluate the immune status of patients after gastric cancer surgery and initially explore its relationship with patient survival.

背景:胃癌是全球最常见的恶性肿瘤之一,手术切除是治疗胃癌的主要方法之一。然而,术后患者的免疫状态对预后和生存至关重要,而免疫细胞在这一过程中扮演着重要角色。因此,通过评估外周血免疫细胞的水平,尤其是总T细胞(CD3+)、辅助性T细胞(CD3+CD4+)和抑制性T细胞(CD3+CD8+)的水平,有助于了解术后患者的免疫状态及其与生存的关系。目的:分析胃癌术后患者外周血中的免疫细胞,检测总T细胞、辅助性T细胞和抑制性T细胞的水平:回顾性研究共纳入了58名接受手术治疗的胃癌患者。采用流式细胞术检测外周血免疫细胞的水平,并分析总 T 细胞、辅助性 T 细胞和抑制性 T 细胞之间的相关性。探讨这些免疫标志物与患者存活率之间的关系:结果显示,胃癌术后患者的总 T 细胞、辅助性 T 细胞和抑制性 T 细胞水平都发生了变化。总 T 细胞、辅助性 T 细胞和抑制性 T 细胞之间存在明显的正相关性(r = 0.35,P < 0.01;r = 0.56,P < 0.01)。然而,辅助性T细胞和抑制性T细胞之间存在负相关(r = -0.63,P < 0.01)。随访显示,高水平总 T 细胞组患者的生存率明显高于低水平组(28.87 ± 24.98 个月 vs 18.42 ± 16.21 个月)。生存曲线显示,高水平组患者的曲线向右上方移动,而低水平组患者的曲线向下移动。辅助性 T 细胞和抑制性 T 细胞的水平与患者生存时间之间没有明显差异:通过流式细胞术检测外周血免疫细胞,我们可以初步评估胃癌术后患者的免疫状态,并初步探讨其与患者生存期的关系。
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引用次数: 0
Consideration on immunotherapy of liver metastases of malignant tumors. 考虑对恶性肿瘤肝转移进行免疫治疗。
IF 1.8 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-27 DOI: 10.4240/wjgs.v16.i8.2374
Chuang Jiang, Zhi-Hong Zhang, Jia-Xin Li

In this editorial, we comment on the article "Analysis of the impact of immunotherapy efficacy and safety in patients with gastric cancer and liver metastasis" by Liu et al that was published in the recent issue of the World Journal of Gastrointestinal Surgery. It has prompted us to think and summarize some thoughts on immunotherapy for malignant tumor liver metastasis. Immunotherapy plays a crucial role in the treatment of malignant tumors; however, the presence of liver metastases in advanced tumors may impact its efficacy. Although patients with liver metastases can still benefit from immunotherapy, multiple clinical studies have indicated that, compared to other sites of metastasis, liver metastases may diminish the effectiveness of immunotherapy. The efficacy of immune checkpoint inhibitors in patients with liver metastases often fails to reach the ideal level, primarily due to the liver metastases exploiting the host's peripheral immune tolerance mechanisms to promote systemic CD8(+) T cell exhaustion, resulting in a systemic immune-tolerant environment. This article aims to summarize the reasons for the decreased efficacy of immunotherapy following liver metastasis in various malignant tumors and propose potential clinical strategies for management.

在这篇社论中,我们对最近一期《世界胃肠外科杂志》上发表的刘晓东等人的文章《免疫治疗对胃癌肝转移患者疗效和安全性的影响分析》进行了评论。这引发了我们对恶性肿瘤肝转移免疫治疗的一些思考和总结。免疫疗法在恶性肿瘤的治疗中起着至关重要的作用,但晚期肿瘤出现肝转移可能会影响其疗效。虽然肝转移患者仍能从免疫疗法中获益,但多项临床研究表明,与其他转移部位相比,肝转移可能会降低免疫疗法的疗效。免疫检查点抑制剂在肝转移患者中的疗效往往达不到理想水平,这主要是由于肝转移瘤利用宿主的外周免疫耐受机制,促进全身CD8(+)T细胞耗竭,造成全身免疫耐受环境。本文旨在总结各种恶性肿瘤肝转移后免疫治疗疗效下降的原因,并提出潜在的临床治疗策略。
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引用次数: 0
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World Journal of Gastrointestinal Surgery
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