Increased accuracy in diagnosing diverticulitis using predictive clinical factors.

IF 1.5 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL
Johanna Sigurdardottir, Abbas Chabok, Philippe Wagner, Maziar Nikberg
{"title":"Increased accuracy in diagnosing diverticulitis using predictive clinical factors.","authors":"Johanna Sigurdardottir,&nbsp;Abbas Chabok,&nbsp;Philippe Wagner,&nbsp;Maziar Nikberg","doi":"10.48101/ujms.v127.8803","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The aim of this study was to identify clinical factors leading to increased diagnostic accuracy for acute colonic diverticulitis.</p><p><strong>Methods: </strong>Patients with clinical suspicion of acute colonic diverticulitis verified with computed tomography (CT) from two hospitals in Sweden between 9 January 2017 and 31 October 2017 were prospectively included. Symptoms, comorbidities, and laboratory results were documented. Candidate variables were analyzed using logistic regression, and the final variable set that yielded the most accurate predictions was identified using least absolute shrinkage and selection operator regression and evaluated using the area under the receiver operating characteristic (ROC) curve.</p><p><strong>Results: </strong>In total, 146 patients were included (73% women; median age 68 years; age range, 50-94 years). The clinical diagnostic accuracy was 70.5%. In the multiple logistic regression analysis, gender (female vs male odds ratio [OR]: 4.82; confidence interval [CI], 1.56-14.91), age (OR, 0.92; 95% CI, 0.87-0.98), pain on the lower left side of the abdomen (OR, 15.14; 95% CI, 2.65-86.58), and absence of vomiting (OR, 14.02; 95% CI, 2.90-67.88) were statistically significant and associated with the diagnosis of CT-verified diverticulitis. With seven predictors (age, gender, urinary symptoms, nausea, temperature, C-reactive protein, and pain left lower side), the area under the ROC curve was 0.82, and a formula was developed for calculating a risk score.</p><p><strong>Conclusion: </strong>We present a scoring system using common clinical variables that can be applied to patients with clinical suspicion of colonic diverticulitis to increase the diagnostic accuracy. The developed scoring system is available for free of charge at https://phille-wagner.shinyapps.io/Diverticulitis_risk_model/.</p>","PeriodicalId":23458,"journal":{"name":"Upsala journal of medical sciences","volume":"127 ","pages":""},"PeriodicalIF":1.5000,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9793761/pdf/","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Upsala journal of medical sciences","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.48101/ujms.v127.8803","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
引用次数: 2

Abstract

Background: The aim of this study was to identify clinical factors leading to increased diagnostic accuracy for acute colonic diverticulitis.

Methods: Patients with clinical suspicion of acute colonic diverticulitis verified with computed tomography (CT) from two hospitals in Sweden between 9 January 2017 and 31 October 2017 were prospectively included. Symptoms, comorbidities, and laboratory results were documented. Candidate variables were analyzed using logistic regression, and the final variable set that yielded the most accurate predictions was identified using least absolute shrinkage and selection operator regression and evaluated using the area under the receiver operating characteristic (ROC) curve.

Results: In total, 146 patients were included (73% women; median age 68 years; age range, 50-94 years). The clinical diagnostic accuracy was 70.5%. In the multiple logistic regression analysis, gender (female vs male odds ratio [OR]: 4.82; confidence interval [CI], 1.56-14.91), age (OR, 0.92; 95% CI, 0.87-0.98), pain on the lower left side of the abdomen (OR, 15.14; 95% CI, 2.65-86.58), and absence of vomiting (OR, 14.02; 95% CI, 2.90-67.88) were statistically significant and associated with the diagnosis of CT-verified diverticulitis. With seven predictors (age, gender, urinary symptoms, nausea, temperature, C-reactive protein, and pain left lower side), the area under the ROC curve was 0.82, and a formula was developed for calculating a risk score.

Conclusion: We present a scoring system using common clinical variables that can be applied to patients with clinical suspicion of colonic diverticulitis to increase the diagnostic accuracy. The developed scoring system is available for free of charge at https://phille-wagner.shinyapps.io/Diverticulitis_risk_model/.

Abstract Image

Abstract Image

Abstract Image

使用预测性临床因素提高诊断憩室炎的准确性。
背景:本研究的目的是确定导致急性结肠憩室炎诊断准确性提高的临床因素。方法:前瞻性纳入2017年1月9日至2017年10月31日在瑞典两家医院接受计算机断层扫描(CT)证实的临床疑似急性结肠憩室炎患者。记录了症状、合并症和实验室结果。使用逻辑回归分析候选变量,并使用最小绝对收缩和选择算子回归确定产生最准确预测的最终变量集,并使用受试者工作特征(ROC)曲线下的面积进行评估。结果:共纳入146例患者(73%为女性;中位年龄68岁;年龄范围:50-94岁。临床诊断正确率为70.5%。在多元logistic回归分析中,性别(女性vs男性优势比[OR]: 4.82;置信区间[CI], 1.56-14.91)、年龄(OR, 0.92;95% CI, 0.87-0.98),左下腹部疼痛(OR, 15.14;95% CI, 2.65-86.58),无呕吐(OR, 14.02;95% CI(2.90-67.88)具有统计学意义,且与ct证实的憩室炎的诊断相关。有七个预测因子(年龄、性别、泌尿系统症状、恶心、体温、c反应蛋白和左下侧疼痛),ROC曲线下面积为0.82,并制定了计算风险评分的公式。结论:我们提出了一种使用常见临床变量的评分系统,可用于临床怀疑结肠憩室炎的患者,以提高诊断准确性。开发的评分系统可在https://phille-wagner.shinyapps.io/Diverticulitis_risk_model/免费获得。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Upsala journal of medical sciences
Upsala journal of medical sciences 医学-医学:内科
CiteScore
5.60
自引率
0.00%
发文量
31
审稿时长
6-12 weeks
期刊介绍: Upsala Journal of Medical Sciences is published for the Upsala Medical Society. It has been published since 1865 and is one of the oldest medical journals in Sweden. The journal publishes clinical and experimental original works in the medical field. Although focusing on regional issues, the journal always welcomes contributions from outside Sweden. Specially extended issues are published occasionally, dealing with special topics, congress proceedings and academic dissertations.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信