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Immediate and Gradual Withdrawal of Immunosuppression After Kidney Graft Loss Lead to Similar Outcomes. 肾移植丢失后立即和逐渐撤销免疫抑制导致相似的结果。
IF 3 3区 医学 Q1 SURGERY Pub Date : 2026-02-20 eCollection Date: 2026-01-01 DOI: 10.3389/ti.2026.15642
Asmaa Nabil, Nicolas Congy-Jolivet, Amandine Darres, Pierre Guy, Olivier Marion, Jean Milhes, Thomas Prudhomme, Nassim Kamar, Arnaud Del Bello

The management of immunosuppression in dialysis patients with a failed kidney transplant remains a pending question, and different approaches to immunosuppression weaning have been proposed. We conducted a retrospective study of patients who experienced a graft failure, and compared the rates of immune and non-immune events, according to different modalities of immunosuppression withdrawal. Two hundred and eighteen patients were included. During the follow-up (45 (20-80) months post-graft failure), 53 patients (24.3%) experienced an intolerance syndrome. The time between graft failure and the occurrence of intolerance syndrome was 6 (3-13) months. Immunosuppression withdrawal was associated with the occurrence of intolerance syndrome. However, regarding the immunosuppression withdrawal modality, only a steroid cessation during the first 3 months post graft failure was independently associated with an earlier occurrence of intolerance syndrome [HR = 1.91, 95%CI (1.08-3.38), p = 0.025], while a longer time between transplantation to graft failure was independently associated with a delayed occurrence of intolerance syndrome [HR = 0.99, 95%CI (0.98-0.99), p = 0.009]. The immunosuppression withdrawal modality after graft failure didn't have an impact on infections and cardiovascular complications. Although discontinuation of immunosuppression strongly influences the occurrence of intolerance syndrome, immunosuppression withdrawal modality itself does not appear to.

肾移植失败的透析患者的免疫抑制管理仍然是一个悬而未决的问题,已经提出了不同的免疫抑制断奶方法。我们对经历移植失败的患者进行了回顾性研究,并根据不同的免疫抑制退出方式比较了免疫和非免疫事件的发生率。共纳入218例患者。在随访期间(移植失败后45(20-80)个月),53例患者(24.3%)出现不耐受综合征。移植失败到不耐受综合征的发生时间为6(3-13)个月。免疫抑制停药与不耐受综合征的发生有关。然而,对于免疫抑制停药方式,仅在移植失败后的前3个月内停止类固醇与不耐受综合征的早期发生独立相关[HR = 1.91, 95%CI (1.08-3.38), p = 0.025],而移植到移植失败之间较长的时间与不耐受综合征的延迟发生独立相关[HR = 0.99, 95%CI (0.98-0.99), p = 0.009]。移植失败后的免疫抑制停药方式对感染和心血管并发症没有影响。虽然停止免疫抑制强烈影响不耐受综合征的发生,但免疫抑制停药方式本身似乎并不影响。
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引用次数: 0
Use of Maribavir in Adult Patients With Post-Transplant Refractory Cytomegalovirus Infection in the Real-Life Setting. 马里巴韦在移植后难治性巨细胞病毒感染成人患者中的应用
IF 3 3区 医学 Q1 SURGERY Pub Date : 2026-02-19 eCollection Date: 2026-01-01 DOI: 10.3389/ti.2026.15769
Nassim Kamar, Fanny Vuotto, Catherine Cordonnier, Philippe Gatault, Faouzi Saliba, Lionel Couzi, Vincent Bunel, Cinira Lefevre, Michèle Maric, Abdelkrim Ziad, Sophie Alain

Maribavir is indicated for the treatment of refractory cytomegalovirus (CMV) infection/disease in patients who have undergone a solid organ transplant (SOT) or hematopoietic cell transplant (HCT). Only limited data on its use in real-world settings have been published from retrospective series. This retrospective study describes the real-world effectiveness of maribavir in 79 transplant patients with refractory CMV infection (67 SOT and 12 HCT) treated under a compassionate use program in France between October 2021 and April 2023. Maribavir was administered for <8 weeks, 8 weeks, and >8 weeks in 17, 32, and 30 patients, respectively. The response rate, defined as viremia clearance, was 53.2%, with a median time to first CMV clearance of 59 days. CMV clearance was observed in patients beyond 8 weeks of treatment. De novo maribavir resistance mutations were observed in 13.9% of patients, and CMV recurrence occurred in 45.2% of patients. Presence of CMV disease at baseline was associated with a lower likelihood of maribavir response. Compared to the pivotal SOLSTICE trial, real-world maribavir use demonstrated comparable effectiveness and a lower emergence of maribavir resistance. Moreover, outcomes of patients with a longer treatment duration suggested potential benefits of extending maribavir therapy beyond the recommended 8 weeks.

马里巴韦适用于接受过实体器官移植(SOT)或造血细胞移植(HCT)的患者治疗难治性巨细胞病毒(CMV)感染/疾病。仅从回顾性系列中发表了有限的关于其在现实环境中使用的数据。这项回顾性研究描述了马里巴韦在2021年10月至2023年4月期间在法国接受同情使用计划治疗的79例难治性巨细胞病毒感染移植患者(67例SOT和12例HCT)的实际有效性。分别对17例、32例和30例患者给予马里巴韦8周。有效率(定义为病毒血症清除)为53.2%,首次CMV清除的中位时间为59天。治疗8周后观察到巨细胞病毒清除。13.9%的患者出现新生马里巴韦耐药突变,45.2%的患者出现巨细胞病毒复发。基线时巨细胞病毒疾病的存在与马里巴韦反应的可能性较低相关。与关键的SOLSTICE试验相比,实际使用马里巴韦显示出相当的有效性和较低的马里巴韦耐药发生率。此外,治疗持续时间较长的患者的结果表明,延长马里巴韦治疗超过推荐的8周可能有好处。
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引用次数: 0
Institut Georges Lopez-2M as a Novel Lung Preservation Solution Attenuates Ischemia-Reperfusion Injury in a Rat Ex Vivo Lung Perfusion Model. Lopez-2M作为一种新型肺保存液在大鼠离体肺灌注模型中减轻缺血再灌注损伤。
IF 3 3区 医学 Q1 SURGERY Pub Date : 2026-02-19 eCollection Date: 2026-01-01 DOI: 10.3389/ti.2026.15993
Annalisa Barbarossa, Jan Van Slambrouck, Cara Trivett, Phéline Kortleven, Cedric Vanluyten, Alberto Martin Medina, Xin Jin, Nicole Jannis, Balin Özsoy, Sandra Claes, Dominique Schols, Tine Wylin, Karen Moermans, Steve Stegen, Arnau Panisello Rosello, Ilhan Inci, Paul De Leyn, Bart Vanaudenaerde, Jacques Pirenne, Elizabeth A V Jones, Laurens J Ceulemans

Institut Georges Lopez-2M (IGL-2M), a novel preservation solution containing polyethylene glycol (PEG 35kD, 5 g/L), preserves mitochondrial integrity and redox balance in liver grafts. This study assesses IGL-2M's effect on lung preservation during prolonged cold ischemia. Rat's heart-lung blocks were procured and subjected to 18 h cold ischemia (4 °C). Lungs were flushed and preserved using one of these preservation solutions: OCS, Perfadex Plus, IGL-2M (n = 6/group). Following ischemia, lungs underwent up to 7 h normothermic ex vivo lung perfusion. Edema was quantified by weight gain. Lung physiological parameters were recorded. Perfusate, bronchoalveolar lavage (BAL), and tissue samples were collected. All lungs in IGL-2M group completed 7 h EVLP protocol. Compared to OCS, IGL-2M reduced edema formation (p < 0.01), preserved superior compliance (p < 0.01), and maintained lower pulmonary vascular resistance (p < 0.01). IGL-2M showed lower perfusate concentrations of IL-1β (p < 0.05), IL-6 (p < 0.05), and TNF-α (p = 0.08). In BAL, IGL-2M reduced IL-1β (p < 0.01), IL-6 (p < 0.05), TNF-α (p < 0.01), and CXCL1 (p < 0.01). IGL-2M showed lower release of Syndecan-1 (p < 0.05). Compared to Perfadex Plus, IGL-2M was not inferior, with reduced expression of TNF-α in the perfusate (p < 0.05). IGL-2M effectively prevents edema development like Perfadex Plus. IGL-2M results in decreased inflammation and a stronger endothelial lining, making it a promising solution for lung preservation.

Institut Georges Lopez-2M (IGL-2M)是一种含有聚乙二醇(PEG 35kD, 5 g/L)的新型保存溶液,可保存肝脏移植物的线粒体完整性和氧化还原平衡。本研究评估IGL-2M对长时间冷缺血时肺保存的影响。取大鼠心肺阻滞,进行18 h冷缺血(4°C)。用OCS、Perfadex Plus、IGL-2M其中一种保存液冲洗和保存肺部(n = 6/组)。缺血后,肺进行了长达7小时的恒温离体肺灌注。通过体重增加来量化水肿。记录肺生理参数。收集灌注液、支气管肺泡灌洗液(BAL)和组织标本。IGL-2M组所有肺均完成7 h EVLP方案。与OCS相比,IGL-2M减少了水肿形成(p < 0.01),保持了优越的顺应性(p < 0.01),保持了较低的肺血管阻力(p < 0.01)。IGL-2M灌注液中IL-1β (p < 0.05)、IL-6 (p < 0.05)、TNF-α (p = 0.08)浓度均降低。在BAL中,IGL-2M降低IL-1β (p < 0.01)、IL-6 (p < 0.05)、TNF-α (p < 0.01)和CXCL1 (p < 0.01)。IGL-2M的Syndecan-1释放量较低(p < 0.05)。与Perfadex Plus相比,IGL-2M并不差,但灌注液中TNF-α表达降低(p < 0.05)。IGL-2M像Perfadex Plus一样有效防止水肿发展。IGL-2M导致炎症减少,内皮细胞更强,使其成为一种有希望的肺保存解决方案。
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引用次数: 0
Long-Term Renal Outcomes Following Left Renal Vein Ligation Versus Direct Splenorenal Shunt Ligation in Living Donor Liver Transplantation: A 10-Year Single-Center Study. 活体肝移植左肾静脉结扎与直接脾肾分流结扎的长期肾脏预后:一项10年单中心研究。
IF 3 3区 医学 Q1 SURGERY Pub Date : 2026-02-18 eCollection Date: 2026-01-01 DOI: 10.3389/ti.2026.16021
Woo-Hyoung Kang, Deok-Bog Moon, Shin Hwang, Ki-Hun Kim, Chul-Soo Ahn, Tae-Yong Ha, Gi-Won Song, Dong-Hwan Jung, Gil-Chun Park, Young-In Yoon, Byeong-Gon Na, Sang-Hoon Kim, Sung-Min Kim, Sung-Gyu Lee

In living donor liver transplantation (LDLT), large splenorenal shunts (SRS) can divert portal inflow and negatively affect graft function due to portal steal syndrome. Direct SRS ligation (SRSL) and left renal vein ligation (LRVL) are used to prevent this complication; however, the long-term renal impact of LRVL remains unclear, particularly in recipients requiring nephrotoxic immunosuppression. We retrospectively analyzed adult LDLT recipients with large SRS (>1 cm) and normal baseline renal function who underwent SRSL (n = 120) or LRVL (n = 74). Patient and graft survival, serial renal function profiles, and tacrolimus trough levels were evaluated. Survival outcomes were comparable between the two groups. LRVL was more frequently performed in patients with higher preoperative Model for End-Stage Liver Disease (MELD) scores or increased transfusion requirements. During long-term follow-up, the LRVL group showed a more evident decline in renal function, with persistently higher serum creatinine levels, despite similar tacrolimus exposure. Four recipients in the LRVL group progressed to end-stage renal disease requiring dialysis within 10 years, whereas no dialysis cases occurred following SRSL. Although both strategies are clinically feasible, LRVL demonstrated a stronger association with progressive renal deterioration. These findings suggest that SRSL may be preferred in recipients with renal vulnerability to minimize cumulative renal burden.

在活体肝移植(LDLT)中,大脾肾分流(SRS)可以分流门静脉流入,并由于门静脉分流综合征对移植物功能产生负面影响。直接肾静脉结扎(SRSL)和左肾静脉结扎(LRVL)可预防该并发症;然而,LRVL对肾脏的长期影响尚不清楚,特别是在需要肾毒性免疫抑制的受者中。我们回顾性分析了SRS大(bbb1cm)且基线肾功能正常的成人LDLT受者,他们接受了SRSL (n = 120)或LRVL (n = 74)。评估了患者和移植物的生存、系列肾功能概况和他克莫司谷底水平。两组患者的生存结果具有可比性。LRVL更常用于术前终末期肝病模型(MELD)评分较高或输血需求增加的患者。在长期随访中,LRVL组表现出更明显的肾功能下降,尽管有相似的他克莫司暴露,但血清肌酐水平持续升高。LRVL组中有4名受者在10年内进展为需要透析的终末期肾病,而SRSL后没有发生透析病例。尽管这两种策略在临床上都是可行的,但LRVL与进行性肾脏恶化的相关性更强。这些发现表明,对于肾脏易损的受者,SRSL可能是首选的,以减少累积的肾脏负担。
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引用次数: 0
The Clinical Impact of Early Steroid Withdrawal on Diabetes Mellitus After Liver Transplantation: A Population-Based Cohort Study. 肝移植术后早期类固醇停药对糖尿病的临床影响:一项基于人群的队列研究。
IF 3 3区 医学 Q1 SURGERY Pub Date : 2026-02-12 eCollection Date: 2026-01-01 DOI: 10.3389/ti.2026.15432
Haeseon Lee, YoungRok Choi, Hae Sun Suh

Despite the metabolic risks associated with corticosteroids after liver transplantation (LT), the optimal timing for their withdrawal remains uncertain due to limited and inconsistent evidence. To evaluate the impact of corticosteroid withdrawal timing on the development of de-novo post-transplant diabetes mellitus (PTDM), we performed a retrospective cohort study of 6,295 adult recipients who underwent LT between 2009 and 2021 in South Korea, utilizing a national health insurance claims database. A landmark analysis with time-varying propensity score matching was conducted at one-, three-, and six-month post-transplantation to compare the incidence of PTDM between steroid withdrawal and maintenance groups. Early steroid withdrawal within 3 months significantly reduced PTDM risk (HR = 0.586; 95% CI = 0.407-0.846 at 1 month, HR = 0.766; 95% CI = 0.611-0.960 at 3 month), whereas withdrawal after 3 months showed no significant benefit (HR = 0.844; 95% CI = 0.619-1.152 at 6 month). Rejection events were rare, suggesting no substantial compromise in graft function. These findings indicate that corticosteroid withdrawal within the first three months post-LT can lower the risk of PTDM without increasing rejection risk, supporting timely steroid tapering as part of post-transplant immunosuppressive strategies to reduce long-term metabolic complications.

尽管肝移植(LT)后糖皮质激素存在代谢风险,但由于证据有限且不一致,停药的最佳时机仍不确定。为了评估皮质类固醇停药时间对移植后糖尿病(PTDM)发展的影响,我们利用国家健康保险索赔数据库,对韩国2009年至2021年间接受肝移植的6295名成年受体进行了回顾性队列研究。在移植后1、3和6个月进行具有时变倾向评分匹配的里程碑式分析,比较类固醇停药组和维持组之间PTDM的发生率。3个月内早期停用类固醇可显著降低PTDM风险(HR = 0.586; 1个月时95% CI = 0.407-0.846, HR = 0.766; 3个月时95% CI = 0.611-0.960),而3个月后停用类固醇无显著益处(HR = 0.844; 6个月时95% CI = 0.619-1.152)。排斥反应罕见,表明移植物功能没有实质性损害。这些研究结果表明,移植后3个月内停用皮质类固醇可降低PTDM的风险,而不会增加排斥反应风险,支持移植后及时减量类固醇作为免疫抑制策略的一部分,以减少长期代谢并发症。
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引用次数: 0
Machine Learning-Based Evaluation of Combined EBV and CMV Serostatus as Predictors of Post-Transplant Lymphoproliferative Disorder. 基于机器学习的EBV和CMV联合血清状态评估作为移植后淋巴增生性疾病的预测因子。
IF 3 3区 医学 Q1 SURGERY Pub Date : 2026-02-11 eCollection Date: 2026-01-01 DOI: 10.3389/ti.2026.15781
Ghazal Azarfar, Muath A M Alotaibi, Yingji Sun, Shahid Husain, Aman Sidhu, Mamatha Bhat, Seyed M Hosseini-Moghaddam

Post-transplant lymphoproliferative disorder (PTLD) is a major complication of solid organ transplantation (SOT), with the greatest risk in Epstein-Barr virus (EBV) donor-positive/recipient-negative (D+/R-) pairs. The contribution of cytomegalovirus (CMV) serostatus is less well defined. We conducted a population-based study of 47,333 abdominal SOT recipients in the United States (1995-2015) using linked SRTR data. Donor-recipient EBV/CMV serostatus was evaluated as a compound variable. The primary outcome was PTLD incidence, with secondary analyses assessing predictors of PTLD and impact on survival. Overall, 716 patients (1.5%) developed PTLD at a median of 6.1 years (IQR 2.9-9.7) after transplant. EBV D+/R- recipients had the highest incidence (3.2%), and those with compound [EBV D+/R-, CMV D-/R-] serostatus had more than double the PTLD risk compared with [EBV D+/R-, CMV D+/R-] (5.3% vs. 2.5%, p < 0.001). Logistic regression and random forest models consistently identified [EBV D+/R-, CMV D-/R-] serostatus, age, and race as leading predictors, though discrimination was modest (test AUC ∼0.61). In a matched survival analysis, PTLD was not associated with increased all-cause mortality (aHR ∼1.0). Our findings demonstrate that combined EBV/CMV serostatus improves PTLD risk prediction compared with EBV alone and emphasize the need for targeted preventive strategies.

移植后淋巴细胞增生性疾病(PTLD)是实体器官移植(SOT)的主要并发症,在eb病毒(EBV)供体阳性/受体阴性(D+/R-)对中风险最大。巨细胞病毒(CMV)血清状态的作用尚未明确。我们在美国(1995-2015)对47333名腹部SOT受者进行了一项基于人群的研究,使用了相关的SRTR数据。供体-受体EBV/CMV血清状态作为复合变量进行评估。主要结果是PTLD的发生率,次要分析评估PTLD的预测因素和对生存的影响。总体而言,716例(1.5%)患者在移植后6.1年(IQR 2.9-9.7)发生PTLD。EBV D+/R-受体的发病率最高(3.2%),复合[EBV D+/R-, CMV D-/R-]血清状态的患者患PTLD的风险是[EBV D+/R-, CMV D+/R-]的两倍多(5.3%比2.5%,p < 0.001)。Logistic回归和随机森林模型一致地确定[EBV D+/R-, CMV D-/R-]血清状态,年龄和种族是主要预测因子,尽管歧视是适度的(检验AUC ~ 0.61)。在匹配的生存分析中,PTLD与全因死亡率增加无关(aHR ~ 1.0)。我们的研究结果表明,与单独使用EBV相比,EBV/CMV联合血清状态可提高PTLD的风险预测,并强调需要有针对性的预防策略。
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引用次数: 0
Transplant International: Looking Back at 2025, Looking Forward to 2026. 国际移植:回顾2025,展望2026。
IF 3 3区 医学 Q1 SURGERY Pub Date : 2026-02-11 eCollection Date: 2026-01-01 DOI: 10.3389/ti.2026.16267
Thierry Berney, Maria Irene Bellini, Oriol Bestard, Antonio Citro, Delphine Kervella, Nina Pilat, Stefan Schneeberger, Emilien Seizilles de Mazancourt, Arianna Trizzino, Andrea Zajacova
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引用次数: 0
Combined Creatinine and Cystatin C Equations Improve Estimation of Glomerular Filtration Rate in Kidney Transplant Recipients. 联合肌酐和胱抑素C方程改善肾移植受者肾小球滤过率的估计。
IF 3 3区 医学 Q1 SURGERY Pub Date : 2026-02-10 eCollection Date: 2026-01-01 DOI: 10.3389/ti.2026.15529
Etienne Mondésert, Anne-Sophie Bargnoux, Ilan Szwarc, Moglie Le Quintrec, Georges Mourad, Jean-Paul Cristol

Glomerular filtration rate (GFR) is a crucial parameter in post-transplant follow-up (PTF). CKD-EPI 2009 creatinine-based equation remains the most used estimated GFR (eGFR) and only few data are available on the other equations, based on creatinine, cystatin C or their combination. We evaluated 10 GFR estimation equations on 242 kidney-transplant recipient patients having measured GFR (mGFR) determination (urinary clearance of 99mTc-DTPA) with simultaneous plasma enzymatic creatinine and serum cystatin C (immunoturbidimetry or immunonephelemetry) assessments. Five creatinine (MDRD 2006, CKD-EPI 2009 and 2021, EKFC 2021, KRS 2023), two cystatin C (CKD-EPI 2012, EKFC 2023) and three combined eGFR (CKD-EPI 2012 and 2021, combined EKFC) were evaluated. All equations were significantly correlated with mGFR (R² = 0.672-0.745) with a low median bias (+4.2 to -1.1 mL/min/1.73 m²). Chronic kidney disease staging agreements were all above 68% (maximum: 79.3% for CKD-EPI comb 2021). Percentages of eGFR comprised in between 30% of the mGFR ranged from 85.5% to 87.6% (combined equations), from 83.1% to 84.3% (cystatin C equations) and from 75.2% to 81.4% (creatinine equations). Combined creatinine/cystatin C eGFR equations with a P30 value greater to 85% of transplant recipients appeared closer to mGFR than cystatin C or creatinine eGFR.

肾小球滤过率(Glomerular filtration rate, GFR)是移植后随访(PTF)的重要指标。CKD-EPI 2009基于肌酐的方程仍然是最常用的估计GFR (eGFR),而基于肌酐、胱抑素C或其组合的其他方程的数据很少。我们评估了242例肾移植受体患者GFR (mGFR)测定(99mTc-DTPA尿清除率),同时进行血浆酶促肌酐和血清胱抑素C(免疫比浊法或免疫比浊法)评估的10个GFR估计方程。评估了5项肌酐(MDRD 2006、CKD-EPI 2009和2021、EKFC 2021、KRS 2023)、2项胱抑素C (CKD-EPI 2012、EKFC 2023)和3项联合eGFR (CKD-EPI 2012和2021、联合EKFC)。所有方程均与mGFR显著相关(R²= 0.672-0.745),中位偏差较低(+4.2至-1.1 mL/min/1.73 m²)。慢性肾脏疾病分期一致性均在68%以上(CKD-EPI comb 2021最高为79.3%)。eGFR占mGFR的30%之间的百分比范围从85.5%到87.6%(联合方程),从83.1%到84.3%(胱抑素C方程)和从75.2%到81.4%(肌酐方程)。P30值大于85%的移植受者联合肌酐/胱抑素C eGFR方程比胱抑素C或肌酐eGFR更接近mGFR。
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引用次数: 0
Understanding Machine Learning Applications in Lung Transplantation: A Narrative Review. 理解机器学习在肺移植中的应用:述评。
IF 3 3区 医学 Q1 SURGERY Pub Date : 2026-02-02 eCollection Date: 2025-01-01 DOI: 10.3389/ti.2025.15640
Bieke Vercauteren, Balin Özsoy, Jasper Gielen, Meixing Liao, Ewout Muylle, Jan Van Slambrouck, Bart M Vanaudenaerde, Robin Vos, Pieterjan Kerckhof, Saskia Bos, Jean-Marie Aerts, Laurens J Ceulemans

Lung transplantation (LTx) offers life-saving therapy for patients with end-stage lung disease but remains limited by donor shortages, complex postoperative management and graft failure. Machine learning (ML) enables opportunities to address these challenges by identifying patterns in complex, high-dimensional data, thereby providing novel insights and improving outcomes. This review outlines ML studies in LTx and explains the methodologies. ML has demonstrated promising results in organ allocation and outcome prediction. Techniques such as support vector machines, and deep learning are useful in risk stratification, while methods like random forests improve interpretability and transfer learning supports model development in data-scarce settings. ML has a growing role in multi-omics data and imaging-based diagnostics. Despite promising results, barriers such as small datasets, cross-center inconsistency, poor interpretability, and limited external validation, hinder clinical adoption. Future progress requires multicenter collaborations, transparent methodologies, and integration within clinical workflows. ML should serve as complementary tool that enhances decision-making, rather than replacing clinical judgement. With careful implementation, it holds the potential to improve transplant outcomes.

肺移植(LTx)为终末期肺病患者提供了挽救生命的治疗方法,但仍然受到供体短缺、复杂的术后管理和移植失败的限制。机器学习(ML)通过识别复杂、高维数据中的模式,为解决这些挑战提供了机会,从而提供了新的见解并改善了结果。这篇综述概述了LTx中的ML研究,并解释了方法。机器学习在器官分配和预后预测方面显示出良好的结果。支持向量机和深度学习等技术在风险分层中很有用,而随机森林等方法提高了可解释性,迁移学习支持数据稀缺环境下的模型开发。机器学习在多组学数据和基于成像的诊断中发挥着越来越大的作用。尽管结果令人鼓舞,但数据集小、跨中心不一致、可解释性差、外部验证有限等障碍阻碍了临床应用。未来的进展需要多中心合作、透明的方法和临床工作流程的整合。机器学习应该作为增强决策的辅助工具,而不是取代临床判断。只要仔细实施,它就有可能改善移植结果。
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引用次数: 0
Corrigendum: Early Post-Transplant Urinary EGF as a Potential Predictor of Long-Term Allograft Loss in Kidney Transplant Recipients. 更正:移植后早期尿EGF作为肾移植受者长期同种异体移植物损失的潜在预测因子。
IF 3 3区 医学 Q1 SURGERY Pub Date : 2026-01-30 eCollection Date: 2026-01-01 DOI: 10.3389/ti.2026.16117
Antoine Créon, Lise Morin, Virginia Garcia, Laila Aouni, Marion Rabant, Fabiola Terzi, Dany Anglicheau

[This corrects the article DOI: 10.3389/ti.2025.15061.].

[这更正了文章DOI: 10.3389/ti.2025.15061.]。
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引用次数: 0
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Transplant International
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