Initial sarcopenia and body composition changes as prognostic factors in cervical cancer patients treated with concurrent chemoradiation: An artificial intelligence-based volumetric study

IF 4.5 2区 医学 Q1 OBSTETRICS & GYNECOLOGY Gynecologic oncology Pub Date : 2024-08-31 DOI:10.1016/j.ygyno.2024.08.021
{"title":"Initial sarcopenia and body composition changes as prognostic factors in cervical cancer patients treated with concurrent chemoradiation: An artificial intelligence-based volumetric study","authors":"","doi":"10.1016/j.ygyno.2024.08.021","DOIUrl":null,"url":null,"abstract":"<div><h3>Objectives</h3><p>This study aimed to investigate the influence of baseline sarcopenia and changes in body composition on survival during cervical cancer treatment.</p></div><div><h3>Methods</h3><p>Patients diagnosed with stage IB1-IVB cervical cancer who underwent primary concurrent chemoradiation therapy (CCRT) between 2002 and 2022 were included. The exclusion criteria were prior radical hysterectomy, lack of pretreatment computed tomography (CT) imaging, or significant comorbidities. An artificial intelligence-based automatic segmentation program assessed body composition by analyzing CT images, defining L3 sarcopenia (L3 skeletal muscle index [SMI] &lt;39cm<sup>2</sup>/m<sup>2</sup>) and volumetric sarcopenia (volumetric SMI &lt;180.4 cm<sup>3</sup>/m<sup>3</sup>). Comparative and multivariate analyses identified the prognostic factors. The impact of body component changes during CCRT was explored.</p></div><div><h3>Results</h3><p>Among 347 patients, there were 125 recurrences and 59 deaths (median follow-up, 50.5 months). Seven patients were excluded from the volumetric sarcopenia analysis because of incomplete baseline CT data, and 175 patients were included in the analysis of body composition changes. Patients with L3 sarcopenia had a lower 5-year progression-free survival (PFS) rate (55.6% vs. 66.2%, <em>p</em> = 0.027), while those with volumetric sarcopenia showed a poorer 5-year overall survival rate (76.5% vs. 85.1%, <em>p</em> = 0.036). Patients with total fat loss during CCRT had a worse 5-year PFS rate than those with total fat gain (61.9% vs. 73.8%, <em>p</em> = 0.029). Multivariate analyses revealed that total fat loss (adjusted hazard ratio [aHR], 2.172; 95% confidence interval [CI], 1.066–4.424; <em>p</em> = 0.033) was a significant factor for recurrence, whereas L3 sarcopenia was not. Volumetric sarcopenia increased the risk of death by 1.75-fold (aHR, 1.750; 95% CI, 1.012–3.025; <em>p</em> = 0.045).</p></div><div><h3>Conclusions</h3><p>Among patients with cervical cancer undergoing CCRT, initial volumetric sarcopenia and fat loss during treatment are survival risk factors. These findings suggest the potential importance of personalized supportive care, including tailored nutrition and exercise interventions.</p></div>","PeriodicalId":12853,"journal":{"name":"Gynecologic oncology","volume":null,"pages":null},"PeriodicalIF":4.5000,"publicationDate":"2024-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Gynecologic oncology","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0090825824010904","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OBSTETRICS & GYNECOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Objectives

This study aimed to investigate the influence of baseline sarcopenia and changes in body composition on survival during cervical cancer treatment.

Methods

Patients diagnosed with stage IB1-IVB cervical cancer who underwent primary concurrent chemoradiation therapy (CCRT) between 2002 and 2022 were included. The exclusion criteria were prior radical hysterectomy, lack of pretreatment computed tomography (CT) imaging, or significant comorbidities. An artificial intelligence-based automatic segmentation program assessed body composition by analyzing CT images, defining L3 sarcopenia (L3 skeletal muscle index [SMI] <39cm2/m2) and volumetric sarcopenia (volumetric SMI <180.4 cm3/m3). Comparative and multivariate analyses identified the prognostic factors. The impact of body component changes during CCRT was explored.

Results

Among 347 patients, there were 125 recurrences and 59 deaths (median follow-up, 50.5 months). Seven patients were excluded from the volumetric sarcopenia analysis because of incomplete baseline CT data, and 175 patients were included in the analysis of body composition changes. Patients with L3 sarcopenia had a lower 5-year progression-free survival (PFS) rate (55.6% vs. 66.2%, p = 0.027), while those with volumetric sarcopenia showed a poorer 5-year overall survival rate (76.5% vs. 85.1%, p = 0.036). Patients with total fat loss during CCRT had a worse 5-year PFS rate than those with total fat gain (61.9% vs. 73.8%, p = 0.029). Multivariate analyses revealed that total fat loss (adjusted hazard ratio [aHR], 2.172; 95% confidence interval [CI], 1.066–4.424; p = 0.033) was a significant factor for recurrence, whereas L3 sarcopenia was not. Volumetric sarcopenia increased the risk of death by 1.75-fold (aHR, 1.750; 95% CI, 1.012–3.025; p = 0.045).

Conclusions

Among patients with cervical cancer undergoing CCRT, initial volumetric sarcopenia and fat loss during treatment are survival risk factors. These findings suggest the potential importance of personalized supportive care, including tailored nutrition and exercise interventions.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
宫颈癌同期化疗患者的初始肌少症和身体成分变化作为预后因素:基于人工智能的容积研究
方法纳入 2002 年至 2022 年期间确诊为 IB1-IVB 期宫颈癌并接受初级同期化学放疗(CCRT)的患者。排除标准为曾接受过根治性子宫切除术、治疗前未进行计算机断层扫描(CT)成像或有重大合并症。基于人工智能的自动分割程序通过分析 CT 图像来评估身体成分,定义 L3 肌肉疏松症(L3 骨骼肌指数 [SMI] <39cm2/m2)和容积性肌肉疏松症(容积性 SMI <180.4cm3/m3)。比较分析和多变量分析确定了预后因素。结果 347 例患者中,125 例复发,59 例死亡(中位随访 50.5 个月)。由于基线 CT 数据不完整,7 名患者被排除在肌肉疏松症容积分析之外,175 名患者被纳入身体成分变化分析。L3肌肉疏松症患者的5年无进展生存率(PFS)较低(55.6% vs. 66.2%,p = 0.027),而体积性肌肉疏松症患者的5年总生存率较低(76.5% vs. 85.1%,p = 0.036)。在CCRT期间总脂肪减少的患者的5年PFS率低于总脂肪增加的患者(61.9% vs. 73.8%,p = 0.029)。多变量分析显示,总脂肪减少(调整后危险比 [aHR],2.172;95% 置信区间 [CI],1.066-4.424;p = 0.033)是导致复发的重要因素,而 L3 肌肉疏松症不是。结论在接受 CCRT 治疗的宫颈癌患者中,最初的体积性肌肉疏松症和治疗期间的脂肪流失是生存风险因素。这些研究结果表明,个性化支持护理(包括量身定制的营养和运动干预)具有潜在的重要性。
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 去求助
来源期刊
Gynecologic oncology
Gynecologic oncology 医学-妇产科学
CiteScore
8.60
自引率
6.40%
发文量
1062
审稿时长
37 days
期刊介绍: Gynecologic Oncology, an international journal, is devoted to the publication of clinical and investigative articles that concern tumors of the female reproductive tract. Investigations relating to the etiology, diagnosis, and treatment of female cancers, as well as research from any of the disciplines related to this field of interest, are published. Research Areas Include: • Cell and molecular biology • Chemotherapy • Cytology • Endocrinology • Epidemiology • Genetics • Gynecologic surgery • Immunology • Pathology • Radiotherapy
期刊最新文献
Occult residual ovarian tissue at the time of minimally invasive risk reducing surgery in women with BRCA mutations. Diabetes mellitus complications associated with recurrence of stage I endometrioid endometrial cancer: A single-center retrospective study Editorial board Financial toxicity: Moving from describing the problem toward developing interventions Concurrent POLE hotspot mutations and mismatch repair deficiency/microsatellite instability in endometrial cancer: A challenge in molecular classification
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1