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Interpretable Deep Learning Model for Pediatric Strangulated Small Bowel Obstruction on CT: A Multicenter Study. 儿童绞窄性小肠梗阻的CT可解释深度学习模型:一项多中心研究。
IF 2.5 2区 医学 Q1 PEDIATRICS Pub Date : 2026-03-11 DOI: 10.1016/j.jpedsurg.2026.163075
Na Chang, Xin Liu, Peng Liu, Hengfei Gao, Nan Lin, Xujiao Chen, Lingling Cui, Huimin Jia, Bing Yu

Objective: To develop and validate a deep learning-based multi-instance learning model that integrates CT imaging and clinical data to improve the accuracy of discriminating between strangulated small bowel obstruction (StSBO) from simple small bowel obstruction (SiSBO) in pediatric patients.

Materials and methods: This multicenter retrospective study, conducted between January 2018 and June 2024, enrolled hospitalized pediatric patients aged 1 to 14 years with a diagnosis of small bowel obstruction. We developed the clinical, multi-instance learning (MIL), and combined models based on CT and clinical features. Model performance was evaluated using receiver operating characteristic (ROC) analysis, while SHapley Additive exPlanations (SHAP) interpreted feature contributions. We further assessed whether MIL-assisted diagnosis could enhance physician accuracy in diagnosing StSBO.

Results: The study sample comprised 168 patients (mean age, 6.36 ± 3.97, 118 men). Ascites and closed-loop sign were identified as independent predictors of StSBO on multivariate analysis (both p < 0.05). The MIL model achieved the area under the curve (AUC) of 0.86 (95%CI 0.70-1.00), p = 0.01 in the external test cohort. The combined model showed the highest diagnostic performance (AUC 0.87, 95%CI 0.72-1.00, p = 0.01) in the external test cohort, with MIL-derived features showing predominant importance in SHAP analysis. Both junior and experienced radiologists and surgeon demonstrated improved diagnostic performance with MIL assistance, showing AUC increases of 16%, 2%, and 20%, respectively.

Conclusions: The MIL model performed well in diagnosing StSBO, and clinical data integration improved its performance. As a decision support tool, the model may aid risk stratification and facilitate timely escalation of care in pediatric StSBO management.

目的:开发并验证基于深度学习的多实例学习模型,将CT影像与临床数据相结合,提高小儿绞窄性小肠梗阻(StSBO)与单纯性小肠梗阻(SiSBO)的鉴别准确率。材料和方法:本多中心回顾性研究于2018年1月至2024年6月进行,纳入诊断为小肠梗阻的1至14岁住院儿童患者。我们开发了基于CT和临床特征的临床、多实例学习(MIL)和组合模型。使用受试者工作特征(ROC)分析评估模型性能,而SHapley加性解释(SHAP)解释特征贡献。我们进一步评估mil辅助诊断是否可以提高医生诊断StSBO的准确性。结果:共纳入168例患者,平均年龄(6.36±3.97),男性118例。多因素分析发现腹水和闭环征是StSBO的独立预测因素(p < 0.05)。在外部测试队列中,MIL模型的曲线下面积(AUC)为0.86 (95%CI 0.70-1.00), p = 0.01。联合模型在外部测试队列中显示出最高的诊断性能(AUC 0.87, 95%CI 0.72-1.00, p = 0.01), mil衍生的特征在SHAP分析中显示出主要的重要性。初级和有经验的放射科医生和外科医生在MIL辅助下的诊断能力都得到了提高,AUC分别提高了16%、2%和20%。结论:MIL模型对StSBO有较好的诊断效果,临床数据整合提高了MIL模型的诊断效果。作为一种决策支持工具,该模型可以帮助儿童StSBO管理中的风险分层和促进护理的及时升级。
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引用次数: 0
The ethical dilemmas in the face of resource limitations for children needing surgery. 儿童手术资源限制下的伦理困境。
IF 2.5 2区 医学 Q1 PEDIATRICS Pub Date : 2026-03-11 DOI: 10.1016/j.jpedsurg.2026.163074
Kenneth W Gow, Charles Bagwell, Annie Fecteau, Kathryn Martin, Claudia Mueller, Jon Ryckman, David Price, Andrew Zigman, Jessica Mills

Children living in remote and Indigenous communities in Canada often face significant barriers to timely surgical care due to geographic isolation, limited local resources, and financial pressures within a publicly funded healthcare system. These challenges frequently create ethical dilemmas for clinicians and families, who must choose between delaying care for transfer to a tertiary center or proceeding locally with limited expertise. This paper explores three illustrative cases including emergent neonatal volvulus with no possibility of transfer, pyloric stenosis with family-declined transfer, and elective hernia repair with family-requested transfer. The purpose is to examine the ethical tensions that arise when access to specialized pediatric surgery is constrained. Applying the principles of beneficence, non-maleficence, justice, and respect for autonomy, each scenario highlights the complex interplay between individual patient needs, professional responsibility, systemic equity, and fiscal stewardship. Through these cases, we argue that ethical decision-making under constraint demands not only clinical judgment but also an understanding of the healthcare system and a nuanced approach. Solutions such as enhanced rural surgical training, telemedicine support, culturally informed care, and robust infrastructure investment are essential to ensure that no child is left behind due to geography or resource scarcity.

生活在加拿大偏远和土著社区的儿童由于地理隔离、当地资源有限和公共医疗保健系统的财政压力,往往面临着及时手术治疗的重大障碍。这些挑战经常给临床医生和家庭带来道德困境,他们必须在延迟转移到三级中心或在有限的专业知识下进行本地治疗之间做出选择。本文探讨了三个说明性病例,包括无法转移的新生儿肠扭转、家庭拒绝转移的幽门狭窄和家庭要求转移的选择性疝修补。目的是检查当获得专业儿科手术受到限制时出现的伦理紧张关系。运用仁慈、非恶意、公正和尊重自主权的原则,每种情况都突出了患者个人需求、专业责任、系统公平和财政管理之间复杂的相互作用。通过这些案例,我们认为约束下的伦理决策不仅需要临床判断,还需要对医疗保健系统的理解和细致入微的方法。加强农村外科培训、远程医疗支持、文化知情护理和强有力的基础设施投资等解决方案对于确保不让任何儿童因地理或资源稀缺而掉队至关重要。
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引用次数: 0
Is there any difference between surgical and endoscopic interventions related to the outcome of recurrent tracheoesophageal fistulas? A systematic review. 手术和内镜干预与复发性气管食管瘘的预后有什么不同?系统回顾。
IF 2.5 2区 医学 Q1 PEDIATRICS Pub Date : 2026-03-10 DOI: 10.1016/j.jpedsurg.2026.163060
Bekir Erdeve, Ahmet Pirim, Gonca Gerçel, Özlem Boybeyi, Umut Ece Arslan, Ali Yıkılmaz, Çiğdem Ulukaya Durakbaşa, Tutku Soyer

Background: Recurrent tracheoesophageal fistula (rTEF) is a rare but serious complication after esophageal atresia (EA) repair. Although various surgical and endoscopic techniques are available, the optimal management remains controversial due to limited data and heterogeneous outcomes.

Purpose: To systematically review and compare the outcomes of surgical and endoscopic interventions for rTEF in pediatric patients.

Methods: A systematic literature search was conducted in PubMed, MEDLINE, and EMBASE for studies published between January 2015 and January 2025. Twenty-seven eligible studies involving 789 children with rTEF were analyzed. Treatment modalities were classified as open surgical management (OSM), thoracoscopic surgical management (TSM), or endoscopic management (EM). Data on demographics, treatment type, and outcomes were descriptively summarized.

Results: The overall incidence of rTEF was 7.17 %. The success rates were 92.9 % for OSM, 86.4 % for TSM, and 67.2 % for EM. Major risk factors were esophageal stricture and anastomotic leakage. Re-recurrence rates ranged from 8.9 % to 21.7 % in surgically treated patients. EM frequently required repeated sessions, and a substantial proportion of patients ultimately underwent surgical repair due to persistent fistula or recurrent symptoms.

Conclusions: Open and thoracoscopic repair remain the most effective treatments for rTEF, while endoscopic methods serve as minimally invasive adjuncts. Standardized definitions and multicenter prospective studies are required to establish an evidence-based treatment algorithm and to improve either short- or long-term outcomes in children with rTEF.

背景:复发性气管食管瘘(rTEF)是食管闭锁(EA)修复后罕见但严重的并发症。尽管有各种手术和内窥镜技术可用,但由于数据有限和结果不一,最佳管理仍然存在争议。目的:系统回顾和比较儿科患者rTEF的手术和内镜干预的结果。方法:系统检索PubMed、MEDLINE和EMBASE中2015年1月至2025年1月间发表的研究。我们分析了27项符合条件的研究,涉及789名rTEF儿童。治疗方式分为开放手术管理(OSM)、胸腔镜手术管理(TSM)和内镜管理(EM)。对人口统计学、治疗类型和结果的数据进行描述性总结。结果:rTEF总发生率为7.17%。OSM、TSM和EM的成功率分别为92.9%、86.4%和67.2%,主要危险因素为食管狭窄和吻合口瘘。手术治疗患者的复发率为8.9%至21.7%。EM经常需要重复治疗,并且很大一部分患者由于持续瘘管或复发症状最终接受手术修复。结论:开放性和胸腔镜修复术仍然是治疗rTEF最有效的方法,而内镜方法可以作为微创辅助手段。需要标准化的定义和多中心前瞻性研究来建立基于证据的治疗算法,并改善rTEF儿童的短期或长期预后。
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引用次数: 0
Post-extraction management of esophageal button battery injuries in children: A scoping review of imaging, ICU admission, and NPO practices. 儿童食管纽扣电池损伤的拔牙后处理:影像学、ICU入院和NPO实践的范围回顾。
IF 2.5 2区 医学 Q1 PEDIATRICS Pub Date : 2026-03-10 DOI: 10.1016/j.jpedsurg.2026.163066
Christopher Clinker, Brighton Alvey, Elizabeth Reynolds, Minna Wieck

Background: Esophageal button battery impactions are pediatric emergencies with clear guidelines for pre-extraction management, but post-extraction care remains highly variable. Common practices include ICU admission, prolonged NPO, antibiotics, and extensive imaging, though the supporting evidence is unclear.

Methods: We performed a scoping review, searching PubMed, Embase, and Scopus for pediatric esophageal button battery injuries reporting post-extraction management. Variables included imaging strategy and impact, ICU admission, feeding practices, and complications. Case reports, case series, and retrospective cohorts were included. Variables included imaging strategy and impact, ICU admission, feeding practices, and complications. Case reports, case series, and retrospective cohorts were included.

Results: Of 37 studies with 713 patients, complications included 47 esophageal perforations, 37 tracheoesophageal fistulas, 28 esophageal strictures, 26 mediastinitis, 23 esophageal stenoses, 11 vocal cord injuries, 4 aortoesophageal fistulas, and 3 deaths. Post-extraction imaging was reported in 83.8 % of studies with 610 patients; esophagram was most common. In studies that reported imaging details, imaging influenced postoperative management in 12/23 studies using esophagram, 5/12 studies using CXR, 4/6 studies using CT, and 2/3 studies using MRI/MRA. (These were study-level proportions as patient-level counts could not be consistently extracted and modalities overlapped).Time to feeding ranged from 1 h to 233 days via multiple routes. Among 24 studies with known timing, 12/18 resuming <7 days and 2/6 resuming ≥7 days reported morbidity or mortality. Antibiotics were explicitly given in 24 studies.

Conclusion: Routine ICU admission, prolonged NPO, universal antibiotics, and multi-modality imaging are not standard after esophageal button battery removal. We propose a risk-stratified framework for imaging, ICU use, and feeding that reserves advanced imaging, ICU level care, and delayed feedings for patients at highest risk for complications based on their presentation and injury severity.

背景:食管钮扣电池嵌塞是儿科急症,拔牙前处理有明确的指导方针,但拔牙后的护理仍然高度可变。常见的做法包括ICU住院、延长NPO、抗生素和广泛的影像学检查,尽管支持证据尚不清楚。方法:我们进行了范围综述,检索PubMed, Embase和Scopus中报告拔牙后处理的儿科食管纽扣电池损伤。变量包括影像学策略和影响、ICU入院情况、喂养方法和并发症。包括病例报告、病例系列和回顾性队列。变量包括影像学策略和影响、ICU入院情况、喂养方法和并发症。包括病例报告、病例系列和回顾性队列。结果:37项研究共713例患者,并发症包括食管穿孔47例,气管食管瘘37例,食管狭窄28例,纵隔炎26例,食管狭窄23例,声带损伤11例,主动脉食管瘘4例,死亡3例。在610例患者的研究中,有83.8%的研究报告了拔牙后成像;食管造影最常见。在报道影像学细节的研究中,有12/23的研究使用食管造影,5/12的研究使用CXR, 4/6的研究使用CT, 2/3的研究使用MRI/MRA,影像学影响术后管理。(这些是研究水平的比例,因为患者水平的计数不能一致地提取,模式重叠)。通过多种途径进食时间从1小时到233天不等。结论:食管钮扣电池取出后常规ICU入院、延长NPO、通用抗生素、多模态影像学检查不规范。我们提出了一个风险分层的成像、ICU使用和喂养框架,根据患者的表现和损伤严重程度,为并发症风险最高的患者保留先进的成像、ICU级别的护理和延迟喂养。
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引用次数: 0
Using organoid platform to investigate the effect of smoking on congenital lung malformations. 利用类器官平台研究吸烟对先天性肺畸形的影响。
IF 2.5 2区 医学 Q1 PEDIATRICS Pub Date : 2026-03-10 DOI: 10.1016/j.jpedsurg.2026.163072
Ze Li, Micheal Chi Wai Chan, Rachel Hiu Ha Chin, Rui Chen, Jenny Cm Chan, Judith Cw Mak, Kenneth Kak Yuen Wong

Background: Congenital lung malformation (CLMs) is a series of developmental lung abnormalities that may persist into adulthood. Some centres would advocate an observation approach rather than opting for surgical excision. However, the potential impact of environmental factors, particularly cigarette smoke exposure, on CLM-affected lung tissue remains poorly understood.

Aim: This study aimed to evaluate the effects of cigarette smoke extract (CSE) on paired normal and diseased airway organoids (AOs) derived from pediatric lung tissue diagnosed as intralobar sequestration, using N-[N-(3,5-Difluorophenacetyl)-L-alanyl]-S-phenylglycine t-butyl ester (DAPT), a γ-secretase inhibitor, to modulate airway epithelial differentiation.

Method: AOs were established from paired normal and diseased regions of pediatric lung tissue. Organoids were cultured under two conditions: without DAPT or with DAPT pretreatment, followed by 4 % CSE exposure. Mucus viscosity, MUC5AC protein expression, PAS staining, and RT-qPCR analysis of airway epithelial cell markers, tight junction proteins (E-cadherin, ZO-1), and proinflammatory cytokines were measured.

Results: Disease-derived AOs exhibited higher mucus secretion compared to normal tissue-derived AOs. CSE exposure enhanced mucus viscosity and MUC5AC expression in both groups, with more pronounced effects in diseased organoids. CSE-induced upregulation of mucins and pro-inflammatory cytokines was particularly evident in disease-derived organoids without DAPT treatment. DAPT pretreatment attenuated these CSE-induced changes, while tight junction protein expression remained stable across conditions.

Conclusion: Our findings demonstrate that diseased airway organoids show enhanced susceptibility to cigarette-smoke -induced mucus hypersecretion and inflammatory responses, suggesting that patients with congenital airway malformations may be particularly vulnerable to the effects of cigarette smoke exposure.

背景:先天性肺畸形(CLMs)是一系列可能持续到成年期的发育性肺异常。一些中心会提倡观察方法,而不是选择手术切除。然而,环境因素的潜在影响,特别是香烟烟雾暴露,对clm影响的肺组织仍然知之甚少。目的:本研究旨在通过γ分泌酶抑制剂N-[N-(3,5-二氟苯乙酰基)- l -丙烯基]- s -苯基甘氨酸t-丁基酯(DAPT)调节气道上皮分化,探讨香烟烟雾提取物(CSE)对诊断为肺泡内隔离的儿童肺组织中正常和病变配对气道类器官(AOs)的影响。方法:分别从儿童肺组织正常区和病变区配对建立AOs。类器官在两种条件下培养:不含DAPT或DAPT预处理,然后暴露于4%的CSE。检测气道上皮细胞标志物、紧密连接蛋白(E-cadherin、ZO-1)、促炎因子的黏液黏度、MUC5AC蛋白表达、PAS染色及RT-qPCR分析。结果:与正常组织来源的AOs相比,疾病来源的AOs表现出更高的粘液分泌。CSE暴露增强了两组患者的黏液粘度和MUC5AC的表达,对病变类器官的影响更为明显。cse诱导的粘蛋白和促炎细胞因子的上调在没有DAPT治疗的疾病源性类器官中尤为明显。DAPT预处理减弱了cse诱导的这些变化,而紧密连接蛋白的表达在不同条件下保持稳定。结论:我们的研究结果表明,患病的气道类器官对香烟烟雾诱导的粘液高分泌和炎症反应的易感性增强,这表明先天性气道畸形患者可能特别容易受到香烟烟雾暴露的影响。
{"title":"Using organoid platform to investigate the effect of smoking on congenital lung malformations.","authors":"Ze Li, Micheal Chi Wai Chan, Rachel Hiu Ha Chin, Rui Chen, Jenny Cm Chan, Judith Cw Mak, Kenneth Kak Yuen Wong","doi":"10.1016/j.jpedsurg.2026.163072","DOIUrl":"10.1016/j.jpedsurg.2026.163072","url":null,"abstract":"<p><strong>Background: </strong>Congenital lung malformation (CLMs) is a series of developmental lung abnormalities that may persist into adulthood. Some centres would advocate an observation approach rather than opting for surgical excision. However, the potential impact of environmental factors, particularly cigarette smoke exposure, on CLM-affected lung tissue remains poorly understood.</p><p><strong>Aim: </strong>This study aimed to evaluate the effects of cigarette smoke extract (CSE) on paired normal and diseased airway organoids (AOs) derived from pediatric lung tissue diagnosed as intralobar sequestration, using N-[N-(3,5-Difluorophenacetyl)-L-alanyl]-S-phenylglycine t-butyl ester (DAPT), a γ-secretase inhibitor, to modulate airway epithelial differentiation.</p><p><strong>Method: </strong>AOs were established from paired normal and diseased regions of pediatric lung tissue. Organoids were cultured under two conditions: without DAPT or with DAPT pretreatment, followed by 4 % CSE exposure. Mucus viscosity, MUC5AC protein expression, PAS staining, and RT-qPCR analysis of airway epithelial cell markers, tight junction proteins (E-cadherin, ZO-1), and proinflammatory cytokines were measured.</p><p><strong>Results: </strong>Disease-derived AOs exhibited higher mucus secretion compared to normal tissue-derived AOs. CSE exposure enhanced mucus viscosity and MUC5AC expression in both groups, with more pronounced effects in diseased organoids. CSE-induced upregulation of mucins and pro-inflammatory cytokines was particularly evident in disease-derived organoids without DAPT treatment. DAPT pretreatment attenuated these CSE-induced changes, while tight junction protein expression remained stable across conditions.</p><p><strong>Conclusion: </strong>Our findings demonstrate that diseased airway organoids show enhanced susceptibility to cigarette-smoke -induced mucus hypersecretion and inflammatory responses, suggesting that patients with congenital airway malformations may be particularly vulnerable to the effects of cigarette smoke exposure.</p>","PeriodicalId":16733,"journal":{"name":"Journal of pediatric surgery","volume":" ","pages":"163072"},"PeriodicalIF":2.5,"publicationDate":"2026-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147444246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Letter to the editor comment on: A novel subvacuum dressing to treat superficial second-degree burn wounds in children: A prospective, randomized, noninferiority, multicenter study. 致编辑的信评论:一种新型亚真空敷料治疗儿童浅二度烧伤创面:一项前瞻性、随机、非劣效性、多中心研究。
IF 2.5 2区 医学 Q1 PEDIATRICS Pub Date : 2026-03-10 DOI: 10.1016/j.jpedsurg.2026.163065
Ao Wang, Mengmeng Zhuang, Yong Sun
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引用次数: 0
Letter to the editor comment on: Generative AI and medical writing: Malfeasance or misdemeanour? 致编辑的信评论:生成人工智能与医学写作:渎职还是轻罪?
IF 2.5 2区 医学 Q1 PEDIATRICS Pub Date : 2026-03-10 DOI: 10.1016/j.jpedsurg.2026.163070
Hongnan Ye
{"title":"Letter to the editor comment on: Generative AI and medical writing: Malfeasance or misdemeanour?","authors":"Hongnan Ye","doi":"10.1016/j.jpedsurg.2026.163070","DOIUrl":"10.1016/j.jpedsurg.2026.163070","url":null,"abstract":"","PeriodicalId":16733,"journal":{"name":"Journal of pediatric surgery","volume":" ","pages":"163070"},"PeriodicalIF":2.5,"publicationDate":"2026-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147444087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Applicant assessment of a hybrid interview format for pediatric surgery fellowship. 儿科外科奖学金混合面试形式的申请人评估。
IF 2.5 2区 医学 Q1 PEDIATRICS Pub Date : 2026-03-10 DOI: 10.1016/j.jpedsurg.2026.163068
Caitlin J Crosier, Henry L Chang, Paul D Danielson, Raquel González, Keith A Thatch, Christopher W Snyder, Nicole M Chandler
{"title":"Applicant assessment of a hybrid interview format for pediatric surgery fellowship.","authors":"Caitlin J Crosier, Henry L Chang, Paul D Danielson, Raquel González, Keith A Thatch, Christopher W Snyder, Nicole M Chandler","doi":"10.1016/j.jpedsurg.2026.163068","DOIUrl":"10.1016/j.jpedsurg.2026.163068","url":null,"abstract":"","PeriodicalId":16733,"journal":{"name":"Journal of pediatric surgery","volume":" ","pages":"163068"},"PeriodicalIF":2.5,"publicationDate":"2026-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147444152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Letter to the editor comment on: Opioid-sparing utility of subcutaneous analgesia systems in pediatric oncology patients following major tumor resection surgery: A matched case-control study. 致编辑的信评论:大肿瘤切除术后儿童肿瘤患者皮下镇痛系统的阿片类药物节约效用:一项匹配的病例对照研究。
IF 2.5 2区 医学 Q1 PEDIATRICS Pub Date : 2026-03-07 DOI: 10.1016/j.jpedsurg.2026.163064
Neeraj Singh, Monika Srivastav
{"title":"Letter to the editor comment on: Opioid-sparing utility of subcutaneous analgesia systems in pediatric oncology patients following major tumor resection surgery: A matched case-control study.","authors":"Neeraj Singh, Monika Srivastav","doi":"10.1016/j.jpedsurg.2026.163064","DOIUrl":"10.1016/j.jpedsurg.2026.163064","url":null,"abstract":"","PeriodicalId":16733,"journal":{"name":"Journal of pediatric surgery","volume":" ","pages":"163064"},"PeriodicalIF":2.5,"publicationDate":"2026-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147390346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intraoperative fluorescence quantification of organ perfusion: Insights for future applications. 术中器官灌注荧光定量:对未来应用的见解。
IF 2.5 2区 医学 Q1 PEDIATRICS Pub Date : 2026-03-07 DOI: 10.1016/j.jpedsurg.2026.163067
John Dalloul, Alison Lehane, Anna Lytchakov, Ashley Dodd, Timothy Lautz, Seth D Goldstein

Background: Indocyanine green (ICG) fluorescence imaging is increasingly used intraoperatively to assess tissue perfusion and guide surgical decision-making. While its qualitative use has been associated with improved outcomes, including reduced anastomotic leak rates, interpretation remains subjective and lacks standardization. Quantitative fluorescence analysis may improve reproducibility, precision, and broader clinical applicability.

Methods: Handheld intraoperative ICG fluorescence video from a representative bowel perfusion assessment was analyzed using three quantitative approaches: (1) a static region-of-interest (ROI) "steady lasso," (2) a manually adjusted "moving lasso," and (3) a semi-automated computational method. ROIs were applied to well- and poorly-perfused bowel segments, and mean pixel intensity over time was measured.

Results: The steady lasso method demonstrated substantial signal misalignment due to tissue and camera motion, limiting reliability. The moving lasso improved spatial accuracy and demonstrated earlier signal rise and higher peak intensity in well-perfused bowel compared with poorly perfused tissue. The semi-automated method enabled high-throughput analysis and detailed characterization of fluorescence signal dynamics. Large ROIs demonstrated lower signal variability compared with small ROIs, particularly in poorly perfused tissue. Across methods, visually well-perfused tissue demonstrated faster time-to-peak and higher peak fluorescence.

Discussion: Quantitative analysis of ICG fluorescence in handheld surgical video is feasible and reveals measurable differences in fluorescence signal behavior. While manual techniques improve accuracy over static approaches, semi-automated methods offer a higher degree of scalability. These findings highlight the need for automated ROI tracking and standardized acquisition protocols to support reproducible, real-time quantitative perfusion assessment in surgery.

背景:术中越来越多地使用吲哚菁绿(ICG)荧光成像来评估组织灌注并指导手术决策。虽然其定性使用与改善的结果相关,包括减少吻合口漏率,但解释仍然是主观的,缺乏标准化。定量荧光分析可以提高重现性、精确性和更广泛的临床适用性。方法:采用三种定量方法对代表性肠灌注评估的手持式术中ICG荧光视频进行分析:(1)静态感兴趣区域(ROI)“稳定套索”,(2)手动调整“移动套索”,(3)半自动计算方法。将roi应用于灌注良好和灌注不良的肠段,并测量随时间的平均像素强度。结果:稳态套索法由于组织和相机运动导致信号错位,限制了可靠性。与灌注不良的组织相比,运动套索提高了空间精度,在灌注良好的肠道中显示出更早的信号上升和更高的峰值强度。半自动化的方法实现了高通量分析和荧光信号动力学的详细表征。与小roi相比,大roi表现出较低的信号变异性,特别是在灌注不良的组织中。在不同的方法中,视觉上灌注良好的组织显示出更快的峰值时间和更高的峰值荧光。讨论:手持式手术视频中ICG荧光的定量分析是可行的,并揭示了荧光信号行为的可测量差异。虽然手动技术比静态方法提高了准确性,但半自动方法提供了更高程度的可伸缩性。这些发现强调了自动化ROI跟踪和标准化采集协议的必要性,以支持手术中可重复的、实时的定量灌注评估。亮点:
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引用次数: 0
期刊
Journal of pediatric surgery
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