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Sex hormones, obesity, and risk of cholecystectomy in men and women: a population-based prospective study and mediation analysis 性激素、肥胖与男性和女性接受胆囊切除术的风险:基于人群的前瞻性研究和中介分析
Pub Date : 2024-02-20 DOI: 10.1101/2024.02.19.24303068
Jie-Qiong Lyu, Wei Jiang, Yi-Ping Jia, Meng-Yuan Miao, Jia-Min Wang, Hao-Wei Tao, Miao Zhao, Yong-Fei Hua, Guo-Chong Chen
Background: Obesity affects hormone metabolisms and contributes to gallstone disease more strongly in women than in men. This study assessed the sex-specific associations between serum levels of sex hormone-binding globulin (SHBG) and testosterone and risk of cholecystectomy, and their mediation role in the obesity-cholecystectomy association. Methods: Included were 176,909 men and 160,147 women from the UK Biobank. Serum SHBG and total testosterone were measured by immunoassay. Incident cases of cholecystectomy for gallstone disease were identified using hospital inpatient records. Multivariable Cox proportional hazards models were used to calculate hazard ratios (HR) with 95% confidence interval (CI) of cholecystectomy associated with the serum hormones. A mediation analysis was performed to estimate the proportion of the obesity-cholecystectomy association potentially mediated by the two sex hormones. Results: A total of 2877 men and 4607 women underwent cholecystectomies during the follow-up. Regardless of sex, higher levels of SHBG were associated with a lower risk of cholecystectomy. The HRs of cholecystectomy comparing the highest with the lowest quartiles of SHBG were 0.68 (95% CI: 0.59-0.77) in men (P-trend <0.001) and 0.39 (95% CI: 0.36-0.53) in women (P-trend <0.001). Higher levels of testosterone were associated with a higher risk of cholecystectomy in women (HRQ4 vs. Q1 = 1.28; 95% CI: 1.18-1.39; P-trend <0.001) but not in men (P-trend = 0.12). In women, it was estimated that 14.71% and 2.74% of the association between obesity and cholecystectomy was significantly medicated by SHBG and testosterone, respectively. Conclusions: SHBG levels are inversely associated with risk of cholecystectomy in both sexes, whereas higher testosterone levels are associated with a higher risk of cholecystectomy only in women. Both hormones mediate the obesity-cholecystectomy association in women.
背景:肥胖会影响激素代谢,女性比男性更容易患胆石症。本研究评估了血清中性激素结合球蛋白(SHBG)和睾酮水平与胆囊切除术风险之间的性别特异性关联,以及它们在肥胖-胆囊切除术关联中的中介作用。研究方法纳入英国生物库中的 176,909 名男性和 160,147 名女性。采用免疫测定法测定血清 SHBG 和总睾酮。通过医院住院病人记录确定了因胆石症而进行胆囊切除术的病例。采用多变量考克斯比例危险模型计算胆囊切除术与血清激素相关的危险比(HR)及 95% 置信区间(CI)。还进行了中介分析,以估算肥胖与胆囊切除术之间的关系中可能由两种性激素中介的比例。研究结果在随访期间,共有 2877 名男性和 4607 名女性接受了胆囊切除术。无论性别如何,SHBG水平越高,胆囊切除术的风险越低。将 SHBG 的最高四分位数与最低四分位数进行比较,男性的胆囊切除风险为 0.68(95% CI:0.59-0.77)(P-趋势为 0.001),女性的胆囊切除风险为 0.39(95% CI:0.36-0.53)(P-趋势为 0.001)。睾酮水平越高,女性进行胆囊切除术的风险越高(HRQ4 vs. Q1 = 1.28;95% CI:1.18-1.39;P-trend <0.001),而男性则不然(P-trend = 0.12)。据估计,在女性中,SHBG 和睾酮分别显著调节了肥胖与胆囊切除术之间 14.71% 和 2.74% 的关联。结论:SHBGSHBG水平与男女胆囊切除术的风险成反比,而睾酮水平越高,只有女性胆囊切除术的风险越高。这两种激素都是女性肥胖与胆囊切除术相关性的介导因素。
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引用次数: 0
Audit of Impact of a Clinician & Patient Support Tool in a Nurse-led Clinic for Inflammatory Bowel Disease Service at Milton Keynes University Hospital 米尔顿凯恩斯大学医院护士主导的炎症性肠病门诊中临床医师和患者支持工具的影响审计
Pub Date : 2024-02-20 DOI: 10.1101/2024.02.17.23300358
Lianne Lewis, Callum Michie, Alexander Sheppard, Millicent Stone, George Macfaul, Joe Harrison
ObjectiveThis audit examines the impact of a recently-commissioned clinician and patient support tool, on care pathways for Inflammatory Bowel Disease patients at Milton Keynes University Hospital, on follow up appointments (including PIFUs), associated cost savings and patient and clinician engagement and experience. DesignThe audit was conducted using a retrospective, consecutive case review of appointment records of patients enrolled onto the iOWNA platform during a 9-month audit period. Patient-clinician interactions were categorised depending on whether an appointment was saved and an appropriate nursing time saving logged. Data on both cost savings and PIFU numbers were also collected from the trust. Quantitative and qualitative feedback of clinician and patient experience were captured. ResultsThe deployment of iOWNA resulted in a total time saving of 14,735 minutes across the audit period, of which 9,280 minutes comprised savings on in-person appointments, representing 232 appointments saved. The cost savings for these 232 replaced appointments totalled 16,704 GBP. The audit period also saw a statistically significant (p<0.01) increase in the number of Patient-Initiated Follow Ups (PIFUs). Patient and clinician surveys reflected positive experiences of the new care pathway among all service users. ConclusionThe results of the audit demonstrate the important role digital tools can play in transforming existing care pathways to deal with the widespread challenges facing the NHS following the COVID-19 pandemic, with annual savings of over 345 million GBP for the NHS if the appointment cost savings demonstrated in this audit were replicated alongside a 5% reduction nationally in outpatient attendances.
目的该审计检查了最近委托开发的临床医生和患者支持工具对米尔顿凯恩斯大学医院炎症性肠病患者护理路径、随访预约(包括 PIFU)、相关成本节约以及患者和临床医生参与度和体验的影响。设计在为期 9 个月的审计期间,对 iOWNA 平台注册患者的预约记录进行了回顾性连续病例审查。患者与医生的互动根据是否节省了预约时间进行分类,并记录适当的护理时间节省情况。此外,还从信托机构收集了有关成本节约和 PIFU 数量的数据。还收集了临床医生和患者体验的定量和定性反馈。结果在整个审计期间,iOWNA 的部署总共节省了 14,735 分钟的时间,其中 9,280 分钟是节省的面诊时间,即节省了 232 次预约。这 232 次预约节省的费用共计 16 704 英镑。在审计期间,患者主动随访 (PIFU) 的数量也有了显著增加(p<0.01)。患者和临床医生调查显示,所有服务对象都对新的护理路径给予了积极评价。审计结果表明,数字工具在改造现有护理路径以应对 COVID-19 大流行后国家医疗服务体系面临的广泛挑战方面可以发挥重要作用,如果在全国范围内减少 5%的门诊就诊人次的同时复制本次审计中节省的预约成本,那么国家医疗服务体系每年可节省超过 3.45 亿英镑。
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引用次数: 0
Mucin 5AC is a sensitive surface marker for sessile serrated lesions: results from a systematic review and meta-analysis 粘蛋白 5AC 是无柄锯齿状病变的敏感表面标志物:系统综述和荟萃分析的结果
Pub Date : 2024-02-13 DOI: 10.1101/2024.02.11.24302644
Kevin Liu, Moniyka Sachar, Violeta Popov, Zhiheng Pei, Giulio Quarta
Sessile serrated lesions (SSLs) are a class of colon polyps which are challenging to detect through current screening methods but are highly associated with colon cancer. We reasoned that a biomarker sensitive for SSLs would be clinically useful to improve detection. Recent endoscopic and histopathologic studies suggest that SSLs are associated with alterations in intestinal mucin expression but the frequency with which this occurs is not known. We performed a meta-analysis of available pathologic studies comparing mucin expression on SSLs to normal colonic mucosa, tubular adenomas (TAs), villous adenomas (VAs), traditional serrated adenomas (TSAs), and hyperplastic polyps (HPs). We searched Medline, Pubmed, and Embase and found 440 publications in this topic, and 18 total studies met inclusion. We found that MUC5AC expression was more common in SSLs compared to normal colonic mucosa (OR=82.9, p<0.01), TAs (OR=11, p<0.01), and TSAs (OR=3.6, p=0.04). We found no difference in MUC5AC expression between SSLs versus HPs (OR=2.1, p=0.09) and no difference in MUC5AC expression between left colon and right colon HPs, with an OR=1.8, p=0.23. We found that MUC5AC expression was found commonly on VAs, SSLs, and TSAs while the frequency on colon cancers declined. MUC5AC is also upregulated in inflammatory bowel disease and in response to intestinal infections. MUC5AC expression highlights the potential of mucins as sensitive biomarkers, though not specific to SSLs. Further research into the clinical utilization of MUC5AC could enhance SSL detection.
无柄锯齿状病变(SSL)是一类结肠息肉,目前的筛查方法很难检测出这类病变,但它与结肠癌的关联度很高。我们认为,对 SSL 敏感的生物标记物将有助于临床提高检测水平。最近的内窥镜和组织病理学研究表明,SSL 与肠粘蛋白表达的改变有关,但发生的频率尚不清楚。我们对现有病理研究进行了荟萃分析,比较了 SSL 与正常结肠粘膜、管状腺瘤(TA)、绒毛状腺瘤(VAs)、传统锯齿状腺瘤(TSA)和增生性息肉(HP)的粘蛋白表达。我们检索了Medline、Pubmed和Embase,找到了440篇相关文献,共有18项研究符合纳入条件。我们发现,与正常结肠粘膜(OR=82.9,p<0.01)、TA(OR=11,p<0.01)和TSA(OR=3.6,p=0.04)相比,MUC5AC表达在SSL中更为常见。我们发现 SSL 与 HP 之间的 MUC5AC 表达没有差异(OR=2.1,p=0.09),左侧结肠与右侧结肠 HP 之间的 MUC5AC 表达也没有差异,OR=1.8,p=0.23。我们发现,MUC5AC的表达常见于VAs、SSL和TSA,而在结肠癌中的频率有所下降。在炎症性肠病和肠道感染时,MUC5AC 也会上调。MUC5AC 的表达突显了粘蛋白作为敏感生物标记物的潜力,尽管它并不是 SSL 的特异性标记物。对 MUC5AC 临床应用的进一步研究可提高 SSL 的检测水平。
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引用次数: 0
TNF promoter hypomethylation is associated with mucosal inflammation in IBD and anti-TNF response TNF 启动子低甲基化与 IBD 黏膜炎症和抗 TNF 反应有关
Pub Date : 2024-02-06 DOI: 10.1101/2024.02.05.24302343
Daniel S. Levic, Donna Niedzwiecki, Apoorva Kandakatla, Norah S. Karlovich, Arjun Juneja, Jieun Park, Christina Stolarchuk, Shanté Adams, Jason R. Willer, Matthew R. Schaner, Grace Lian, Caroline Beasley, Lindsay Marjoram, Ann D. Flynn, John F. Valentine, Jane E. Onken, Shehzad Z. Sheikh, Erica E. Davis, Kimberley J. Evason, Katherine S. Garman, Michel Bagnat
Background and aims Inflammatory Bowel Diseases (IBD) are chronic inflammatory conditions influenced heavily by environmental factors. DNA methylation is a form of epigenetic regulation linking environmental stimuli to gene expression changes and inflammation. Here, we investigated how DNA methylation of the TNF promoter differs between inflamed and uninflamed mucosa of IBD patients, including anti-TNF responders and non-responders.
背景和目的 炎症性肠病(IBD)是受环境因素严重影响的慢性炎症性疾病。DNA 甲基化是一种表观遗传调控形式,它将环境刺激与基因表达变化和炎症联系在一起。在此,我们研究了 IBD 患者(包括抗肿瘤坏死因子应答者和非应答者)有炎症和无炎症粘膜之间 TNF 启动子 DNA 甲基化的差异。
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引用次数: 0
Geldof Expert Consensus Classification of Perianal Fistulizing Crohn's Disease: A Real-World Application in a Serial Fistula MRI Cohort 肛瘘克罗恩病的格尔多夫专家共识分类:在连续瘘管磁共振成像队列中的实际应用
Pub Date : 2024-02-04 DOI: 10.1101/2024.02.03.24302160
Matthew K Schroeder, Suha Abushamma, Alvin T George, Ravella Balakrishna, John Hickman, Anusha Elumalai, Paul Wise, Maria Zulfiqar, Daniel R Ludwig, Anup Shetty, Satish E Viswanath, Chongliang Luo, Shaji Sebastian, David Ballard, Parakkal Deepak
Background and Aims: Perianal fistulizing Crohn's disease (CD-PAF) is an aggressive phenotype of Crohn's disease (CD) defined by frequent relapses and disabling symptoms. A novel consensus classification system was recently outlined by Geldof et al. that seeks to unify disease severity with patient-centered goals but has not yet been validated. We aimed to apply this to a real-world cohort and identify factors that predict transition between classes over time. Methods: We identified all patients with CD-PAF and at least one baseline and one follow-up pelvic (pMRI). Geldof Classification, disease characteristics, and imaging indices were collected retrospectively at time-periods corresponding with respective MRIs. Results: We identified 100 patients with CD-PAF of which 96 were assigned Geldof Classes 1-2c at baseline. Most patients (78.1%) started in Class 2b, but changes in classification were observed in 52.1% of all patients. Male sex (72.0%, 46.6%, 40.0%, p = 0.03) and prior perianal surgery (52.0% vs 44.6% vs 40.0%, p = 0.02) were more frequently observed in those with improved. Baseline pMRI indices were not associated with changes in classification, however, greater improvements in mVAI, MAGNIFI-CD, and PEMPAC were seen among those who improved. Linear mixed effect modeling identified only male sex (-0.31, 95% CI -0.60 to -0.02) with improvement in class. Conclusion: Geldof classification highlights the dynamic nature of CDPAF over time, however, our ability to predict transitions between classes remains limited and requires prospective assessment. Improvement in MRI index scores over time was associated with a transition to lower Geldof classification. Keywords: Crohn's disease; perianal fistula; classification system; pelvic MRI
背景和目的:肛周瘘管化克罗恩病(CD-PAF)是克罗恩病(CD)的一种侵袭性表型,以频繁复发和致残症状为特征。Geldof 等人最近概述了一种新的共识分类系统,该系统旨在将疾病严重程度与以患者为中心的目标统一起来,但尚未得到验证。我们的目的是将该系统应用于现实世界的队列中,并确定预测随时间推移在不同等级之间转换的因素。方法:我们确定了所有 CD-PAF 患者,他们至少接受过一次基线检查和一次盆腔 (pMRI) 随访。在与各自 MRI 相对应的时间段内回顾性收集格尔多夫分类、疾病特征和成像指标。结果我们发现了 100 名 CD-PAF 患者,其中 96 人在基线时被划分为 Geldof 1-2c 级。大多数患者(78.1%)开始时属于 2b 级,但在所有患者中,52.1% 的患者的分级发生了变化。男性(72.0%、46.6%、40.0%,p = 0.03)和曾接受过肛周手术(52.0% vs 44.6% vs 40.0%,p = 0.02)的患者病情有所改善。基线 pMRI 指数与分类的变化无关,但在病情好转者中,mVAI、MAGNIFI-CD 和 PEMPAC 的改善幅度更大。线性混合效应建模发现,只有男性性别(-0.31,95% CI -0.60至-0.02)与分级的改善有关。结论格尔多夫分级突显了 CDPAF 随时间变化的动态性质,然而,我们预测分级之间过渡的能力仍然有限,需要进行前瞻性评估。随着时间的推移,MRI指数评分的改善与向较低的Geldof分级过渡有关。关键词克罗恩病;肛周瘘;分类系统;盆腔磁共振成像
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引用次数: 0
Impact of extended Elexacaftor/Tezacaftor/Ivacaftor therapy on the gut microbiome in cystic fibrosis Elexacaftor/Tezacaftor/Ivacaftor 延长疗法对囊性纤维化患者肠道微生物群的影响
Pub Date : 2024-02-01 DOI: 10.1101/2024.02.01.24301982
Ryan Marsh, Claudio Dos Santos, Alexander Yule, Neele S Dellschaft, Caroline L Hoad, Christabella Ng, Giles Major, Alan R Smyth, Damian Rivett, Christopher van der Gast
Background: There is a paucity of knowledge on the longer-term effects of CF transmembrane conductance regulator (CFTR) modulator therapies upon the gut microbiome and associated outcomes. In a pilot study, we investigated longitudinal Elexacaftor/Tezacaftor/Ivacaftor (ETI) therapy on the gut microbiota, metabolomic functioning, and clinical outcomes in people with CF (pwCF). Study design: Faecal samples from 20 pwCF were acquired before and then following 3, 6, and 17+ months of ETI therapy. Samples were subjected to microbiota sequencing and targeted metabolomics to profile and quantify short-chain fatty acid composition. Ten healthy matched controls were included for comparison. Clinical data, including markers of intestinal function were integrated to investigate relationships. Results: Extended ETI therapy increased core microbiota diversity and composition, which translated to gradual shifts in whole microbiota composition towards that observed in healthy controls. Despite becoming more similar over time, CF microbiota and functional metabolite compositions remained significantly different to healthy controls. Antibiotic treatment for pulmonary infection significantly explained a relatively large degree of variation within the whole microbiota and rarer satellite taxa. Clinical outcomes were not significantly different following ETI. Conclusions: A positive trajectory towards the microbiota observed in healthy controls was found. However, we posit that progression was predominately impeded by pulmonary antibiotics administration. We recommend future studies use integrated omics approaches within a combination of long-term longitudinal patient studies and model experimental systems. This will deepen our understanding of the impacts of CFTR modulator therapy and respiratory antibiotic interventions upon the gut microbiome and gastrointestinal pathophysiology in CF.
背景:有关 CF 跨膜传导调节器(CFTR)调节剂疗法对肠道微生物群和相关结果的长期影响的知识还很少。在一项试验性研究中,我们调查了 Elexacaftor/Tezacaftor/Ivacaftor (ETI) 疗法对 CF 患者(pwCF)肠道微生物群、代谢组功能和临床结果的影响。研究设计:在接受 ETI 治疗 3 个月、6 个月和 17 个月后,采集 20 名 CF 患者的粪便样本。对样本进行微生物群测序和靶向代谢组学研究,以分析和量化短链脂肪酸的组成。同时还纳入了十名健康的匹配对照组进行比较。临床数据(包括肠道功能标记物)被整合在一起,以研究两者之间的关系。研究结果延长 ETI 治疗可增加核心微生物群的多样性和组成,从而使整个微生物群的组成逐渐向健康对照组转变。尽管随着时间的推移,CF 微生物群和功能代谢物组成变得更加相似,但与健康对照组相比仍有显著差异。肺部感染的抗生素治疗显著解释了整个微生物群和稀有卫星类群中相对较大的差异。ETI 后的临床结果无明显差异。结论我们发现了健康对照组微生物群的积极变化轨迹。但是,我们认为,肺部抗生素的使用主要阻碍了微生物群的发展。我们建议今后的研究结合长期纵向患者研究和模型实验系统,使用综合的全息方法。这将加深我们对 CFTR 调节剂疗法和呼吸道抗生素干预对 CF 肠道微生物组和胃肠道病理生理学影响的理解。
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引用次数: 0
Microbiota-Short Chain Fatty Acid Relationships and Microbial Substrate Preferences Vary Across the Spectrum of Irritable Bowel Syndrome (IBS) 肠易激综合征 (IBS) 不同病程中微生物群与短链脂肪酸的关系以及微生物对底物的偏好各不相同
Pub Date : 2024-02-01 DOI: 10.1101/2024.01.31.24302084
Andrea Shin, Yue Xing, Mohammed Rayyan Waseem, Robert Siwiec, Toyia James-Stevenson, Nicholas Rogers, Matthew Bohm, John Wo, Carolyn Lockett, Anita Gupta, Jhalka Kadariya, Evelyn Toh, Rachel Anderson, Huiping Xu, Xiang Gao
Objective: Identifying microbial targets in irritable bowel syndrome (IBS) is challenged by dynamic microbiota-metabolite-host interactions. We aimed to assess microbial features associated with short chain fatty acids (SCFA) and determine if features were related to IBS symptoms, subtypes, and endophenotypes. Design: We performed an observational study of stool microbial metagenomes, stool SCFA, and IBS traits (stool form, stool bile acids, and colonic transit) in patients with IBS (IBS with constipation [IBS-C] IBS with diarrhea [IBS-D]) and healthy controls. We analyzed associations of microbiome composition with stool SCFA to identify microbe-SCFA relationships that were shared and distinct across groups. We compared gut microbiome-encoded potential for substrate utilization across groups and within a subset of participants selected by stool characteristics. In IBS-D, we compared stool microbiomes of patients with and without bile acid malabsorption (BAM). Results: Overall stool microbiome composition and abundances of individual taxa differed between groups. Increased abundances of several bacterial species were observed in IBS-D including Dorea sp. CAG:317.. Microbes-SCFA relationships varied across groups after accounting for transit and bile acids. Significant microbe-SCFA were common in IBS-D and several SCFA-producing species were inversely correlated with SCFA. Among participants selected by stool form characteristics, functional profiling demonstrated differential abundances of microbial genes/pathways for SCFA metabolism and degradation of carbohydrates and mucin across groups. SCFA-producing taxa were reduced in IBS-D with BAM. Conclusion: Microbe-SCFA associations differ across IBS subtypes and traits. Altered substrate preferences offer insights into functional microbiome traits and could be used as novel microbial IBS biomarkers.
目的:确定肠易激综合征(IBS)的微生物靶标面临着微生物群-代谢产物-宿主之间动态相互作用的挑战。我们旨在评估与短链脂肪酸(SCFA)相关的微生物特征,并确定这些特征是否与肠易激综合征的症状、亚型和内表型相关。设计:我们对 IBS 患者(便秘型 IBS [IBS-C] 腹泻型 IBS [IBS-D])和健康对照组的粪便微生物元基因组、粪便 SCFA 和 IBS 特征(粪便形态、粪便胆汁酸和结肠转运)进行了观察研究。我们分析了微生物组组成与粪便 SCFA 之间的关联,以确定各组间共享和不同的微生物-SCFA 关系。我们比较了不同组别和根据粪便特征选择的参与者子集的肠道微生物编码的底物利用潜力。在 IBS-D 中,我们比较了胆汁酸吸收不良 (BAM) 和非胆汁酸吸收不良 (BAM) 患者的粪便微生物组。结果总体粪便微生物组的组成和单个分类群的丰度在不同组间存在差异。在 IBS-D 组中观察到一些细菌物种的丰度增加,包括 Dorea sp. CAG:317...在考虑转运酸和胆汁酸后,微生物-SCFA 关系在不同组间存在差异。在 IBS-D 组中,微生物与 SCFA 的关系显著,一些产生 SCFA 的菌种与 SCFA 成反比。在根据粪便形态特征筛选出的参与者中,功能分析表明不同组别的 SCFA 代谢以及碳水化合物和粘蛋白降解的微生物基因/通路丰度不同。IBS-D 和 BAM 中产生 SCFA 的类群减少。结论不同 IBS 亚型和性状的微生物与 SCFA 的关系各不相同。底物偏好的改变有助于深入了解功能性微生物组的特征,并可用作新型微生物 IBS 生物标记物。
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引用次数: 0
A Systematic Review and Meta-analysis for Association of Celiac Disease and Thyroid Disorders 乳糜泻与甲状腺疾病关系的系统回顾和元分析
Pub Date : 2024-01-28 DOI: 10.1101/2024.01.26.24301845
Fatemeh Hasani, Zahra Norouzi, Sima Besharat, Hesamaddin Shirzad-Aski, Somayeh Ghorbani, Masoud Mohammadi, Anahita Yadegari, Ali Kalhori
It is probable that people who have celiac disease (CD) are more likely to have thyroid disorders. A comprehensive systematic review and meta-analysis were conducted to assess the link between thyroid disorders and CD. Articles were selected from PubMed, Web of Science, Scopus, Ovid, Embase, Cochrane, ProQuest, and Wiley from February 2022 and earlier. A meta-analysis was conducted to evaluate the outcomes, using odds ratios (ORs) and corresponding 95% confidence intervals (95% CIs). The meta-analysis comprised 31 articles with 3310256 participants including 101253 individuals with thyroid disorders. Overall, the frequency of thyroid disease was notably higher in patients with CD compared to the control groups (OR: 3.06, 95% CI: 2.51 – 3.72, P<0.001). The findings of our meta-analysis support the notion that patients with CD are more likely to have autoimmune thyroid disease (ATD) and other thyroid disorders than the control group, thus indicating that regular screening for thyroid disease is necessary for CD patients. Further cohort research is required to investigate the relationship between thyroid disorders and CD.
患有乳糜泻(CD)的人更有可能患有甲状腺疾病。为了评估甲状腺疾病与乳糜泻之间的联系,我们进行了一项全面的系统综述和荟萃分析。文章选自2022年2月及以前的PubMed、Web of Science、Scopus、Ovid、Embase、Cochrane、ProQuest和Wiley。采用几率比(OR)和相应的 95% 置信区间(95% CI)进行荟萃分析,以评估结果。荟萃分析包括31篇文章,3310256名参与者,其中101253人患有甲状腺疾病。总体而言,与对照组相比,CD患者患甲状腺疾病的频率明显更高(OR:3.06,95% CI:2.51 - 3.72,P<0.001)。我们的荟萃分析结果支持了这样一种观点,即与对照组相比,CD患者更有可能患有自身免疫性甲状腺疾病(ATD)和其他甲状腺疾病,从而表明有必要对CD患者进行定期的甲状腺疾病筛查。要进一步研究甲状腺疾病与CD之间的关系,还需要进一步的队列研究。
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引用次数: 0
Metagenomic analysis of colonic tissue and stool microbiome in patients with colorectal cancer in a South Asian population 南亚人群结直肠癌患者结肠组织和粪便微生物组的元基因组分析
Pub Date : 2024-01-25 DOI: 10.1101/2024.01.25.24301775
Bawantha Gamage, Diyanath Ranasinghe, Promoda Sahankumari, Gathsaurie Neelika Malavige
Objective: The gut microbiome is thought to play an important role in the development of colorectal cancer (CRC). However, as the gut microbiome varies widely based on diet, we sought to investigate the gut microbiome changes in patients with CRC in a South Asian population. Design: The gut microbiome was assessed by 16s metagenomic sequencing targeting the V4 hypervariable region of the bacterial 16S rRNA in stool samples (n=112) and colonic tissue (n=36) in 112 individuals. Of these had CRC (n=24), premalignant lesions (n=10), healthy individuals (n=50) and in those with diabetes (n=28). Results: Overall, the relative abundances of genus Fusobacterium (p < 0.001), Acinetobacter (p < 0.001), Escherichia-Shigella (p < 0.05) were significantly higher in gut tissue, while Romboutsia (p < 0.01) and Prevotella (p < 0.05) were significantly higher in stool samples. Bacteroides and Fusobacterium, were the most abundant genera found in stool samples in patients with CRC. Patients with pre-malignant lesions had significantly high abundances of Christensenellaceae, Enterobacteriaceae, Mollicutes and Ruminococcaceae (p < 0.001) compared to patients with CRC, and healthy individuals. Romboutsia was significantly more abundant (p< 0.01) in stool samples in healthy individuals compared to those with CRC and diabetes. Conclusion: Despite marked differences in the Sri Lankan diet compared to the typical Western diet, Bacteroides and Fusobacterium species were the most abundant in those with CRC, with Prevotella species, being most abundant in many individuals. We believe these results pave the way for possible dietary interventions for prevention of CRC in the South Asian population.
目的:肠道微生物组被认为在结直肠癌(CRC)的发病过程中起着重要作用。然而,由于肠道微生物组因饮食习惯的不同而存在很大差异,我们试图研究南亚人群中 CRC 患者的肠道微生物组变化。设计:通过对 112 人的粪便样本(n=112)和结肠组织(n=36)中细菌 16S rRNA 的 V4 超变区进行 16s 元基因组测序,评估肠道微生物组。这些人中有癌症患者(24 人)、癌前病变患者(10 人)、健康人(50 人)和糖尿病患者(28 人)。研究结果总体而言,肠道组织中镰刀菌属(p <0.001)、醋酐杆菌属(p <0.001)、埃希氏-志贺氏菌属(p <0.05)的相对丰度明显较高,而粪便样本中龙布氏菌属(p <0.01)和普雷沃特氏菌属(p <0.05)的相对丰度明显较高。乳杆菌(Bacteroides)和镰刀菌(Fusobacterium)是在 CRC 患者粪便样本中发现的最多的菌属。与 CRC 患者和健康人相比,恶性肿瘤前病变患者的 Christensenellaceae、Enterobacteriaceae、Mollicutes 和 Ruminococcaceae 的含量明显较高(p < 0.001)。与 CRC 患者和糖尿病患者相比,健康人粪便样本中的 Romboutsia 数量明显较多(p< 0.01)。结论:尽管斯里兰卡人的饮食与典型的西方饮食有明显差异,但在 CRC 患者中,乳杆菌和镰刀菌的数量最多,而在许多人中,普雷沃特氏菌的数量最多。我们认为这些结果为在南亚人群中预防 CRC 的饮食干预铺平了道路。
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引用次数: 0
Machine Learning-Based Prediction of Pediatric Ulcerative Colitis Treatment Response using Diagnostic Histopathology 基于机器学习的小儿溃疡性结肠炎治疗反应诊断组织病理学预测
Pub Date : 2024-01-23 DOI: 10.1101/2024.01.22.24301559
Xiaoxuan Liu, Thomas Walters, Iram Siddiqui, Oscar Lopez-Nunez, Surya Prasath, Lee A Denson, PROTECT consortium, Jasbir Dhaliwal
Background and Aims: We previously reported clinical features associated with outcomes in pediatric ulcerative colitis (UC). Here we developed a histopathology model to predict corticosteroid-free remission (CSFR) on mesalamine therapy alone. Methods: Pre-treatment rectal biopsy slides were digitized in training and validation groups of 292 and 113 pediatric UC patients, respectively. Whole slide images (WSI) underwent pre-processing. Thirteen machine learning (ML) models were trained using 250 histomic features including texture, color, histogram, and nuclei. Feature importance was determined by the Gini index with the classifier re-trained using the top features. Results: 187571 informative patches from 292 training group patients (Male:53%; Age:13y (IQR:11-15); CSFR:41%) were trained on 13 ML classifiers. The best model was random forest (RF). Eighteen optimal histomic features were identified and trained, and the corresponding WSI AUROC was 0.89 (95%CI:0.71, 0.96), accuracy of 90% for CSFR. Features were re-trained on an independent real-world dataset of 113 patients and the model WSI AUROC was 0.85 (95%CI:0.75, 0.95), accuracy of 85%. Conclusion: Routine histopathology obtained at diagnosis contains histomic features associated with both UC treatment responses and underlying mechanisms of disease.
背景与目的:我们曾报道过与小儿溃疡性结肠炎(UC)预后相关的临床特征。在此,我们建立了一个组织病理学模型,用于预测单用美沙拉秦治疗后的无皮质类固醇缓解(CSFR)。方法分别对 292 名和 113 名小儿 UC 患者的训练组和验证组的治疗前直肠活检切片进行数字化处理。整张切片图像(WSI)经过预处理。使用包括纹理、颜色、直方图和细胞核在内的 250 个组学特征训练了 13 个机器学习 (ML) 模型。特征的重要性由吉尼指数决定,分类器使用最重要的特征进行再训练。结果来自 292 名训练组患者(男性:53%;年龄:13 岁(IQR:11-15);CSFR:41%)的 187571 个信息斑块在 13 个 ML 分类器上进行了训练。最佳模型是随机森林(RF)。确定并训练了 18 个最佳组学特征,相应的 WSI AUROC 为 0.89 (95%CI:0.71, 0.96),CSFR 的准确率为 90%。在一个由 113 名患者组成的独立真实世界数据集上重新训练了特征,模型的 WSI AUROC 为 0.85(95%CI:0.75, 0.95),准确率为 85%。结论诊断时获得的常规组织病理学包含与 UC 治疗反应和疾病潜在机制相关的组织学特征。
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引用次数: 0
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medRxiv - Gastroenterology
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