Pub Date : 2026-01-28DOI: 10.1016/j.jtcvs.2025.12.029
Abigail R Benkert, Oliver K Jawitz, Jeffrey E Keenan
{"title":"Reply: Variable duration of follow-up does not equal loss to follow-up.","authors":"Abigail R Benkert, Oliver K Jawitz, Jeffrey E Keenan","doi":"10.1016/j.jtcvs.2025.12.029","DOIUrl":"https://doi.org/10.1016/j.jtcvs.2025.12.029","url":null,"abstract":"","PeriodicalId":49975,"journal":{"name":"Journal of Thoracic and Cardiovascular Surgery","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146088078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-27DOI: 10.1016/j.jtcvs.2026.01.013
Ahmed Ghani, Nahom Seyoum, Daniel B Eaton, Sara Malone, Su-Hsin Chang, Yan Yan, Ana A Baumann, Theodore S Thomas, Martin W Schoen, Molly C Tokaz, Steven Tohmasi, Nikki Rossetti, Mayank R Patel, Whitney S Brandt, Daniel Kreisel, Ruben G Nava, Bryan F Meyers, Benjamin D Kozower, Varun Puri, Brendan T Heiden
Objectives: Phantom lymph node collection, defined as intraoperative sampling of tissue presumed to be nodal that, on pathological review, proves to be non-nodal, is a previously understudied outcome in thoracic surgery. This study aimed to quantify its incidence, identify associated factors, and assess its relationship with cancer-specific outcomes.
Methods: We conducted a retrospective cohort study using a meticulously curated Veterans Health Administration dataset of patients undergoing curative-intent non-small cell lung cancer resection between 2018 and 2024. Our primary outcomes included frequency of phantom lymph node collection, along with covariates independently associated with it. Secondary outcomes were overall survival and recurrence-free survival.
Results: A total of 2,972 Veterans were included in this cohort. Phantom lymph node collection occurred in 327 (11.0%) patients. On multivariable analysis, phantom lymph node collection was more likely with lower-lobe tumors (odds ratio, 1.45; 95% CI, 1.13 - 1.88), and less likely among patients who received guideline-concordant nodal sampling (≥3 N2 and ≥1 N1 nodal stations) (odds ratio, 0.56; 95% CI, 0.43 - 0.74). Notably, phantom lymph node collection was not associated with overall (hazard ratio, 0.96; 95% CI, 0.77 - 1.19) or recurrence-free survival (hazard ratio, 0.86; 95% CI, 0.68 - 1.08).
Conclusions: Phantom lymph node collection is common during curative-intent resection of early-stage lung cancer. Although not prognostic, its association with guideline-concordant sampling highlights it as a potential target for surgical quality improvement initiatives.
{"title":"Characterizing Phantom Lymph Node Collection During Curative-Intent Resection of Non-Small Cell Lung Cancer.","authors":"Ahmed Ghani, Nahom Seyoum, Daniel B Eaton, Sara Malone, Su-Hsin Chang, Yan Yan, Ana A Baumann, Theodore S Thomas, Martin W Schoen, Molly C Tokaz, Steven Tohmasi, Nikki Rossetti, Mayank R Patel, Whitney S Brandt, Daniel Kreisel, Ruben G Nava, Bryan F Meyers, Benjamin D Kozower, Varun Puri, Brendan T Heiden","doi":"10.1016/j.jtcvs.2026.01.013","DOIUrl":"https://doi.org/10.1016/j.jtcvs.2026.01.013","url":null,"abstract":"<p><strong>Objectives: </strong>Phantom lymph node collection, defined as intraoperative sampling of tissue presumed to be nodal that, on pathological review, proves to be non-nodal, is a previously understudied outcome in thoracic surgery. This study aimed to quantify its incidence, identify associated factors, and assess its relationship with cancer-specific outcomes.</p><p><strong>Methods: </strong>We conducted a retrospective cohort study using a meticulously curated Veterans Health Administration dataset of patients undergoing curative-intent non-small cell lung cancer resection between 2018 and 2024. Our primary outcomes included frequency of phantom lymph node collection, along with covariates independently associated with it. Secondary outcomes were overall survival and recurrence-free survival.</p><p><strong>Results: </strong>A total of 2,972 Veterans were included in this cohort. Phantom lymph node collection occurred in 327 (11.0%) patients. On multivariable analysis, phantom lymph node collection was more likely with lower-lobe tumors (odds ratio, 1.45; 95% CI, 1.13 - 1.88), and less likely among patients who received guideline-concordant nodal sampling (≥3 N2 and ≥1 N1 nodal stations) (odds ratio, 0.56; 95% CI, 0.43 - 0.74). Notably, phantom lymph node collection was not associated with overall (hazard ratio, 0.96; 95% CI, 0.77 - 1.19) or recurrence-free survival (hazard ratio, 0.86; 95% CI, 0.68 - 1.08).</p><p><strong>Conclusions: </strong>Phantom lymph node collection is common during curative-intent resection of early-stage lung cancer. Although not prognostic, its association with guideline-concordant sampling highlights it as a potential target for surgical quality improvement initiatives.</p>","PeriodicalId":49975,"journal":{"name":"Journal of Thoracic and Cardiovascular Surgery","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146088072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-23DOI: 10.1016/j.jtcvs.2026.01.012
Michael J Mack, Richard Whitlock, Michael W A Chu, Bradley Taylor, Elias A Zias, David Liu, Adam N Protos, Chris Rokkas, Marc Pelletier, Chun W Choi D, Tarit Saha, Frank W Sellke, David J Schneider, Vinod H Thourani, James Douketis, C David Mazer, Weihong Fan, Efthymios N Deliargyris, C Michael Gibson
Objective: Patients on ticagrelor undergoing cardiac surgery before completing guideline-recommended washout are at high risk for severe bleeding. This study evaluated whether a novel drug removal device reduces bleeding in patients operated within 2 days from ticagrelor discontinuation.
Methods: Eligible patients were randomized 1:1 to intraoperative DrugSorb-ATR or sham control. Primary safety endpoint was adverse events at 30 days. Efficacy was assessed by composite endpoints comprising bleeding events using Universal Definition of Perioperative Bleeding (UDPB) and 24-hour chest tube drainage (CTD) in the overall and isolated coronary artery bypass grafting (CABG) populations with a hierarchical win ratio (WR) method.
Results: 140 patients were randomized, 132 had surgery and received a study device; 92% were isolated CABG. Mean age was 65±5 years, 15% females. The primary safety endpoint was met, with similar adverse events between groups. The primary efficacy endpoint was not met in the overall or CABG populations (WR 1.07, 95% CI 0.72-1.58, p=0.748; WR 1.33, 95% CI 0.86-2.04, p=0.202 respectively). The supplementary efficacy endpoint was met in the CABG population (WR 1.59, 95% CI 1.02-2.46, p=0.041) with significant reductions also shown in large CTD bleeding events (p=0.016) and the composite of severe bleeding events or CTD≥1L (p=0.041). The number needed to treat to prevent a severe bleed was 6.
Conclusions: Intraoperative use of DrugSorb-ATR is safe in patients operated within 2 days of ticagrelor discontinuation. Although the primary endpoint was not met in the overall population there were significant reductions in severe bleeding events in the prespecified CABG population.
目的:在完成指南推荐的冲洗前接受替格瑞洛心脏手术的患者发生严重出血的风险很高。本研究评估了一种新型药物去除装置是否能减少替格瑞洛停药后2天内手术患者的出血。方法:符合条件的患者按1:1随机分为术中DrugSorb-ATR组和假对照组。主要安全终点是30天的不良事件。采用分层胜比(WR)方法,采用围手术期出血通用定义(UDPB)和24小时胸管引流(CTD)对整体和孤立冠状动脉旁路移植术(CABG)人群进行综合终点,包括出血事件,评估疗效。结果:随机选取140例患者,其中132例接受了手术并接受了研究装置;92%为孤立性CABG。平均年龄65±5岁,女性占15%。主要安全终点达到,组间不良事件相似。总体或CABG人群未达到主要疗效终点(WR分别为1.07,95% CI 0.72-1.58, p=0.748; WR为1.33,95% CI 0.86-2.04, p=0.202)。辅助疗效终点在CABG人群中达到(WR 1.59, 95% CI 1.02-2.46, p=0.041),大CTD出血事件(p=0.016)和严重出血事件或CTD≥1L的组合(p=0.041)也显着降低。需要治疗以防止严重出血的人数是6。结论:替格瑞洛停药后2天内手术的患者术中使用DrugSorb-ATR是安全的。虽然在总体人群中没有达到主要终点,但在预先指定的CABG人群中严重出血事件显著减少。
{"title":"Randomized, Sham-Controlled Trial of Intraoperative Ticagrelor Removal to Reduce Perioperative Bleeding.","authors":"Michael J Mack, Richard Whitlock, Michael W A Chu, Bradley Taylor, Elias A Zias, David Liu, Adam N Protos, Chris Rokkas, Marc Pelletier, Chun W Choi D, Tarit Saha, Frank W Sellke, David J Schneider, Vinod H Thourani, James Douketis, C David Mazer, Weihong Fan, Efthymios N Deliargyris, C Michael Gibson","doi":"10.1016/j.jtcvs.2026.01.012","DOIUrl":"https://doi.org/10.1016/j.jtcvs.2026.01.012","url":null,"abstract":"<p><strong>Objective: </strong>Patients on ticagrelor undergoing cardiac surgery before completing guideline-recommended washout are at high risk for severe bleeding. This study evaluated whether a novel drug removal device reduces bleeding in patients operated within 2 days from ticagrelor discontinuation.</p><p><strong>Methods: </strong>Eligible patients were randomized 1:1 to intraoperative DrugSorb-ATR or sham control. Primary safety endpoint was adverse events at 30 days. Efficacy was assessed by composite endpoints comprising bleeding events using Universal Definition of Perioperative Bleeding (UDPB) and 24-hour chest tube drainage (CTD) in the overall and isolated coronary artery bypass grafting (CABG) populations with a hierarchical win ratio (WR) method.</p><p><strong>Results: </strong>140 patients were randomized, 132 had surgery and received a study device; 92% were isolated CABG. Mean age was 65±5 years, 15% females. The primary safety endpoint was met, with similar adverse events between groups. The primary efficacy endpoint was not met in the overall or CABG populations (WR 1.07, 95% CI 0.72-1.58, p=0.748; WR 1.33, 95% CI 0.86-2.04, p=0.202 respectively). The supplementary efficacy endpoint was met in the CABG population (WR 1.59, 95% CI 1.02-2.46, p=0.041) with significant reductions also shown in large CTD bleeding events (p=0.016) and the composite of severe bleeding events or CTD≥1L (p=0.041). The number needed to treat to prevent a severe bleed was 6.</p><p><strong>Conclusions: </strong>Intraoperative use of DrugSorb-ATR is safe in patients operated within 2 days of ticagrelor discontinuation. Although the primary endpoint was not met in the overall population there were significant reductions in severe bleeding events in the prespecified CABG population.</p>","PeriodicalId":49975,"journal":{"name":"Journal of Thoracic and Cardiovascular Surgery","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146047312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-23DOI: 10.1016/j.jtcvs.2025.11.024
Ian Christie, James D Luketich, Matthew J Schuchert, Arjun Pennathur
{"title":"Reply: Molecular prognostication, response validation, and bronchoscopic intervention: The next frontiers of radiofrequency ablation.","authors":"Ian Christie, James D Luketich, Matthew J Schuchert, Arjun Pennathur","doi":"10.1016/j.jtcvs.2025.11.024","DOIUrl":"https://doi.org/10.1016/j.jtcvs.2025.11.024","url":null,"abstract":"","PeriodicalId":49975,"journal":{"name":"Journal of Thoracic and Cardiovascular Surgery","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031451","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objectives: Right minithoracotomy mitral valve surgery has become a minimally invasive alternative to median sternotomy, although long-term outcomes remain incompletely defined. This study compared early and late outcomes of the 2 approaches in patients with degenerative mitral regurgitation.
Methods: A single-center retrospective analysis was performed of 976 patients (mean age 60 ± 13 years) who underwent mitral valve repair, with or without concomitant procedures, between 2001 and 2022. Patients were categorized by surgical approach: sternotomy (n = 437) or right minithoracotomy (n = 539). Early outcomes, long-term mortality, cumulative incidence of mitral-related reintervention, and serial echocardiographic changes were evaluated.
Results: Median (interquartile range) clinical follow-up was 12.8 (8.4-16.6) years in the sternotomy group and 4.9 (3.1-7.1) years in the minithoracotomy group. In the matched cohort, the minithoracotomy approach was associated with shorter operative time and reduced hospital stay. In-hospital mortality was 0% in both approaches. The long-term all-cause mortality and cumulative incidence of mitral-related reoperation were comparable between the approaches. The mixed-effect model indicated both approaches achieved durable mitral regurgitation reduction and favorable left ventricular remodeling, whereas minithoracotomy showed greater reductions in left atrial size and tricuspid regurgitation pressure gradient.
Conclusions: Compared with sternotomy, right minithoracotomy mitral repair provided excellent early safety and faster recovery. Long-term repair durability, reflected by comparable cumulative incidence of mitral-related reoperation, was similar to sternotomy, whereas survival estimates should be interpreted in the context of differential follow-up duration. When performed at experienced centers, minimally invasive mitral valve repair represents a viable alternative for degenerative mitral regurgitation.
{"title":"Mitral valve repair by right minithoracotomy compared with sternotomy: 21-year single-center experience.","authors":"Satoshi Kainuma, Naonori Kawamoto, Takashi Kakuta, Kota Suzuki, Kizuku Yamashita, Ayumi Ikuta, Rieko Kutsuzawa, Yuki Tadokoro, Hiroko Kanazawa, Kenji Yoshitani, Takuma Maeda, Kimito Minami, Muneyuki Takeuchi, Makoto Amaki, Hideaki Kanzaki, Takeshi Kitai, Chisato Izumi, Kazuhiro Yamamoto, Katsuhiro Omae, Satsuki Fukushima","doi":"10.1016/j.jtcvs.2026.01.010","DOIUrl":"10.1016/j.jtcvs.2026.01.010","url":null,"abstract":"<p><strong>Objectives: </strong>Right minithoracotomy mitral valve surgery has become a minimally invasive alternative to median sternotomy, although long-term outcomes remain incompletely defined. This study compared early and late outcomes of the 2 approaches in patients with degenerative mitral regurgitation.</p><p><strong>Methods: </strong>A single-center retrospective analysis was performed of 976 patients (mean age 60 ± 13 years) who underwent mitral valve repair, with or without concomitant procedures, between 2001 and 2022. Patients were categorized by surgical approach: sternotomy (n = 437) or right minithoracotomy (n = 539). Early outcomes, long-term mortality, cumulative incidence of mitral-related reintervention, and serial echocardiographic changes were evaluated.</p><p><strong>Results: </strong>Median (interquartile range) clinical follow-up was 12.8 (8.4-16.6) years in the sternotomy group and 4.9 (3.1-7.1) years in the minithoracotomy group. In the matched cohort, the minithoracotomy approach was associated with shorter operative time and reduced hospital stay. In-hospital mortality was 0% in both approaches. The long-term all-cause mortality and cumulative incidence of mitral-related reoperation were comparable between the approaches. The mixed-effect model indicated both approaches achieved durable mitral regurgitation reduction and favorable left ventricular remodeling, whereas minithoracotomy showed greater reductions in left atrial size and tricuspid regurgitation pressure gradient.</p><p><strong>Conclusions: </strong>Compared with sternotomy, right minithoracotomy mitral repair provided excellent early safety and faster recovery. Long-term repair durability, reflected by comparable cumulative incidence of mitral-related reoperation, was similar to sternotomy, whereas survival estimates should be interpreted in the context of differential follow-up duration. When performed at experienced centers, minimally invasive mitral valve repair represents a viable alternative for degenerative mitral regurgitation.</p>","PeriodicalId":49975,"journal":{"name":"Journal of Thoracic and Cardiovascular Surgery","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146044366","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-22DOI: 10.1016/j.jtcvs.2026.01.011
Sergio A Carrillo, Kristin Chenault, Aymen N Naguib, Jordan Voss, Madeleine Kelly, Brittany Shutes, Jill A Fitch, Benjamin Blais, Can Yerebakan, Mark Galantowicz
{"title":"Multidisciplinary Blood Conservation Practices for Transfusion-Free Congenital Heart Surgery.","authors":"Sergio A Carrillo, Kristin Chenault, Aymen N Naguib, Jordan Voss, Madeleine Kelly, Brittany Shutes, Jill A Fitch, Benjamin Blais, Can Yerebakan, Mark Galantowicz","doi":"10.1016/j.jtcvs.2026.01.011","DOIUrl":"https://doi.org/10.1016/j.jtcvs.2026.01.011","url":null,"abstract":"","PeriodicalId":49975,"journal":{"name":"Journal of Thoracic and Cardiovascular Surgery","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146044371","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objectives: Living-donor lobar lung transplantation (LDLLT) with a single lobar graft is required when a small pediatric patient receives an oversized graft or only one donor is available. This study aimed to evaluate the post-transplant outcomes of single LDLLT (SLDLLT).
Methods: A total of 110 LDLLTs, including 16 SLDLLTs and 94 bilateral LDLLTs (BLDLLT), were performed from 2008 to 2021. Patient characteristics and post-transplant outcomes were compared between the two groups.
Results: The SLDLLT group included 14 pediatric patients and two adult patients, whereas the BLDDT group included 20 pediatric patients and 74 adult patients. Median functional size matching with forced vital capacity was similar between SLDLLT (64.5%, range: 38.0%-94.6%) and BLDLLT (65.2%, range: 37.3%-247.3%) (P=.379). Early post-transplant outcomes did not differ significantly between the two groups. Retransplantation was performed in three out of four patients who underwent SLDLLT and two out of 19 patients who underwent BLDLLT, all of whom developed chronic lung allograft dysfunction (CLAD). The 5- and 10-year survival rates after SLDLLT were both 93.3% and comparable to those after BLDLLT (P=.057).
Conclusions: SLDLLT may produce acceptable short- and long-term post-transplant outcomes when meticulous anatomical and functional size matching is implemented; nevertheless, retransplantation may be required when CLAD develops in a single lobar graft.
{"title":"Optimal size matching leads to a favorable outcome for single-lobe living-donor lung transplantation.","authors":"Taichi Matsubara, Daisuke Nakajima, Ichiro Sakanoue, Hidenao Kayawake, Ryota Sumitomo, Shigeto Nishikawa, Satona Tanaka, Yojiro Yutaka, Toshi Menju, Hiroshi Date","doi":"10.1016/j.jtcvs.2026.01.009","DOIUrl":"https://doi.org/10.1016/j.jtcvs.2026.01.009","url":null,"abstract":"<p><strong>Objectives: </strong>Living-donor lobar lung transplantation (LDLLT) with a single lobar graft is required when a small pediatric patient receives an oversized graft or only one donor is available. This study aimed to evaluate the post-transplant outcomes of single LDLLT (SLDLLT).</p><p><strong>Methods: </strong>A total of 110 LDLLTs, including 16 SLDLLTs and 94 bilateral LDLLTs (BLDLLT), were performed from 2008 to 2021. Patient characteristics and post-transplant outcomes were compared between the two groups.</p><p><strong>Results: </strong>The SLDLLT group included 14 pediatric patients and two adult patients, whereas the BLDDT group included 20 pediatric patients and 74 adult patients. Median functional size matching with forced vital capacity was similar between SLDLLT (64.5%, range: 38.0%-94.6%) and BLDLLT (65.2%, range: 37.3%-247.3%) (P=.379). Early post-transplant outcomes did not differ significantly between the two groups. Retransplantation was performed in three out of four patients who underwent SLDLLT and two out of 19 patients who underwent BLDLLT, all of whom developed chronic lung allograft dysfunction (CLAD). The 5- and 10-year survival rates after SLDLLT were both 93.3% and comparable to those after BLDLLT (P=.057).</p><p><strong>Conclusions: </strong>SLDLLT may produce acceptable short- and long-term post-transplant outcomes when meticulous anatomical and functional size matching is implemented; nevertheless, retransplantation may be required when CLAD develops in a single lobar graft.</p>","PeriodicalId":49975,"journal":{"name":"Journal of Thoracic and Cardiovascular Surgery","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146031219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-19DOI: 10.1016/j.jtcvs.2026.01.008
Yasuyuki Kobayashi, Katsuhide Maeda
{"title":"Commentary: On the horizon: Intracardiac resection.","authors":"Yasuyuki Kobayashi, Katsuhide Maeda","doi":"10.1016/j.jtcvs.2026.01.008","DOIUrl":"https://doi.org/10.1016/j.jtcvs.2026.01.008","url":null,"abstract":"","PeriodicalId":49975,"journal":{"name":"Journal of Thoracic and Cardiovascular Surgery","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146020482","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-16DOI: 10.1016/j.jtcvs.2025.12.032
Supreet P Marathe, Kim S Betts, Alyssia Venna, Michael Daley, Ajay J Iyengar, Rachael Cordina, David Celermajer, David Andrews, Terry Robertson, Matt Liava'a, Julian Ayer, Yves d'Udekem, Igor E Konstantinov, Prem Venugopal, Nelson Alphonso
Objective: The Fontan operation is the final step in staged palliation for patients with single-ventricle physiology. It has extended their life expectancy and improved their quality of life. However, long-term complications and Fontan failure remain lifelong concerns. We aimed to use machine learning to develop a patient-specific preoperative Fontan failure risk calculator.
Methods: Patient data were obtained from the Australia and New Zealand Fontan Registry (ANZFR). The primary composite end point was Fontan failure, defined as any of death, transplant, Fontan takedown or conversion, protein-losing enteropathy, plastic bronchitis, or New York Heart Association class III/IV. To construct the risk calculator, we first used Cox regression with regularization to predict Fontan failure from 54 preoperative predictors in the ANZFR database. A regularization machine learning tool was used to automate variable selection among many predictors. We then manually added clinically relevant predictors. Six predictors (age, ventricular morphology, primary diagnosis, total anomalous pulmonary venous drainage, Fontan type, and moderate or greater atrioventricular valve regurgitation) were ultimately used in a subsequent multivariable Cox regression (without regularization) to ensure the final risk prediction model was simple and easy to interpret.
Results: Data from 1888 patients over 48 years (1975-2023) were available. The ANZFR collects perioperative and follow-up variables about each patient. After excluding patients with Fontan procedures with an atriopulmonary connection (n = 290) and missing predictors or outcome data (n = 125), data from 1473 patients were used to construct the calculator. Median age at Fontan was 4.5 years (interquartile range, 3.7, 5.6 years). Median follow-up was 11.0 years (interquartile range, 5.3, 17.8 years). Freedom from Fontan failure for the overall cohort at 10, 20, and 30 years was 92% (confidence interval [CI], 90%-93%), 83% (CI, 80%-86%), and 72% (CI, 65%-78%), respectively. External validation in an independent cohort demonstrated acceptable model performance. The risk prediction model was then implemented in a Desktop application using the Shiny library in R and used to develop the preoperative Fontan failure calculator on the basis of the 6 predictors.
Conclusions: Machine learning can be applied to "big data" from a binational Fontan Registry to develop a preoperative, patient-specific Fontan failure risk calculator. The model will continue to learn and improve as more data is added. This is a step toward personalized medicine enabling patient-specific pre-operative counselling and realistic expectations.
{"title":"Development of a patient-specific Fontan failure risk calculator using machine learning-a step toward personalized medicine.","authors":"Supreet P Marathe, Kim S Betts, Alyssia Venna, Michael Daley, Ajay J Iyengar, Rachael Cordina, David Celermajer, David Andrews, Terry Robertson, Matt Liava'a, Julian Ayer, Yves d'Udekem, Igor E Konstantinov, Prem Venugopal, Nelson Alphonso","doi":"10.1016/j.jtcvs.2025.12.032","DOIUrl":"10.1016/j.jtcvs.2025.12.032","url":null,"abstract":"<p><strong>Objective: </strong>The Fontan operation is the final step in staged palliation for patients with single-ventricle physiology. It has extended their life expectancy and improved their quality of life. However, long-term complications and Fontan failure remain lifelong concerns. We aimed to use machine learning to develop a patient-specific preoperative Fontan failure risk calculator.</p><p><strong>Methods: </strong>Patient data were obtained from the Australia and New Zealand Fontan Registry (ANZFR). The primary composite end point was Fontan failure, defined as any of death, transplant, Fontan takedown or conversion, protein-losing enteropathy, plastic bronchitis, or New York Heart Association class III/IV. To construct the risk calculator, we first used Cox regression with regularization to predict Fontan failure from 54 preoperative predictors in the ANZFR database. A regularization machine learning tool was used to automate variable selection among many predictors. We then manually added clinically relevant predictors. Six predictors (age, ventricular morphology, primary diagnosis, total anomalous pulmonary venous drainage, Fontan type, and moderate or greater atrioventricular valve regurgitation) were ultimately used in a subsequent multivariable Cox regression (without regularization) to ensure the final risk prediction model was simple and easy to interpret.</p><p><strong>Results: </strong>Data from 1888 patients over 48 years (1975-2023) were available. The ANZFR collects perioperative and follow-up variables about each patient. After excluding patients with Fontan procedures with an atriopulmonary connection (n = 290) and missing predictors or outcome data (n = 125), data from 1473 patients were used to construct the calculator. Median age at Fontan was 4.5 years (interquartile range, 3.7, 5.6 years). Median follow-up was 11.0 years (interquartile range, 5.3, 17.8 years). Freedom from Fontan failure for the overall cohort at 10, 20, and 30 years was 92% (confidence interval [CI], 90%-93%), 83% (CI, 80%-86%), and 72% (CI, 65%-78%), respectively. External validation in an independent cohort demonstrated acceptable model performance. The risk prediction model was then implemented in a Desktop application using the Shiny library in R and used to develop the preoperative Fontan failure calculator on the basis of the 6 predictors.</p><p><strong>Conclusions: </strong>Machine learning can be applied to \"big data\" from a binational Fontan Registry to develop a preoperative, patient-specific Fontan failure risk calculator. The model will continue to learn and improve as more data is added. This is a step toward personalized medicine enabling patient-specific pre-operative counselling and realistic expectations.</p>","PeriodicalId":49975,"journal":{"name":"Journal of Thoracic and Cardiovascular Surgery","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145999598","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}