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VEXAS associated acute disseminated Encephalo-Myelitis (ADEM)-like syndrome: A case report and review of the literature VEXAS相关急性播散性脑脊髓炎(ADEM)样综合征:1例报告及文献回顾
IF 3.2 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-03-09 DOI: 10.1016/j.retram.2025.103505
Gregorio Maria Bergonzi , Corrado Campochiaro , Alessandro Tomelleri , Anna Del Poggio , Raffaello Bonacchi , Laura Ferré , Giulia Furnari , Costanza Piccolo , Gianluca Scorpio , Fabio Ciceri , Lorenzo Dagna , Massimo Filippi , Elisa Diral
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引用次数: 0
Variability in expression of homeobox genes (HOXA9) and (HOXA7) in acute myeloid leukemia patients 同源盒基因(HOXA9)和(HOXA7)在急性髓系白血病患者中的表达变异性
IF 3.2 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-03-04 DOI: 10.1016/j.retram.2025.103503
Zainab Tallima , Dalia Ibraheem , Manal Wilson , Sally Elfishawi
The strong association between NPM1 mutation and increased expression levels of HOXA7 and HOXA9 implies that HOXA genes may be utilized as targeted treatment markers in NPM1-mutated patients. We examined HOXA7 and HOXA9 gene expression in acute myeloid leukemia (AML) patients with nucleophosmin1 (NPM1) mutation. This study included 91 cases of AML and 23 samples of matched healthy controls. HOXA7 and HOXA9 gene expression was analyzed using real-time PCR with SYBR Green dye. All cases were subjected to NPM1 mutation detection. Both HOXA7 and HOXA9 gene expressions were significantly correlated with age, with adult patients exhibiting substantially higher gene expression than pediatric patients (p < 0.01). Both HOXA7 and HOXA9 high gene expressions were significantly associated with NPM1 mutation (p = 0.032 and p = 0.001, respectively). Adult patients with AML demonstrated a higher level of HOXA9 expression, which has a negative impact on the disease-free survival of NPM1-mutated patients (p = 0.055). Therefore, targeting the HOXA9 pathway presents a highly plausible treatment option for NPM1-mutated adult AML patients.
NPM1突变与HOXA7和HOXA9表达水平升高之间的强相关性表明,HOXA基因可能被用作NPM1突变患者的靶向治疗标记物。我们检测了HOXA7和HOXA9基因在核磷蛋白1 (NPM1)突变的急性髓性白血病(AML)患者中的表达。本研究包括91例AML病例和23例匹配的健康对照样本。用SYBR绿染料实时荧光定量PCR检测HOXA7和HOXA9基因的表达。所有病例均进行NPM1突变检测。HOXA7和HOXA9基因表达均与年龄显著相关,成人患者的基因表达明显高于儿童患者(p <;0.01)。HOXA7和HOXA9基因高表达与NPM1突变显著相关(p = 0.032和p = 0.001)。成年AML患者表现出更高水平的HOXA9表达,这对npm1突变患者的无病生存有负面影响(p = 0.055)。因此,靶向HOXA9通路为npm1突变的成人AML患者提供了一种高度可信的治疗选择。
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引用次数: 0
Efficacy of mesenchymal stem cell transplantation therapy to mitigate psoriasis: A systematic review and meta-analysis 间充质干细胞移植治疗缓解银屑病的疗效:一项系统回顾和荟萃分析
IF 3.2 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-03-03 DOI: 10.1016/j.retram.2025.103504
Rahul Dey , Amitava Das
Psoriasis is a chronic inflammatory skin disease characterized by red lesions and skin patches with silvery scales. Overall, 2 - 3 % of the worldwide population is affected by psoriasis. Recent treatment strategies for psoriasis involve Mesenchymal stromal/stem cell (MSC) transplantation instead of conventional treatment with monoclonal antibodies and small molecule drugs. However, studies systematically determining the efficacy of MSC therapy to treat psoriasis are lacking. Three electronic databases, including Cochrane, PubMed, and Web of Science Library, were searched for related studies from 2013 to 2023 using a widespread list of key terms. Among the collected records, duplicates and non-relevant articles were removed by screening the title, abstract, and full text based on the inclusion and exclusion criteria. Data were extracted from the eligible full-text articles to perform the meta-analysis, determining MSC therapy's efficacy in treating psoriasis. In the screening process, five clinical and sixteen preclinical studies, including 1 study with both preclinical and clinical data, showing the efficacy of MSC transplantation therapy to mitigate psoriasis were eligible for the systematic review. The meta-analysis was based on the data extracted from 10 eligible preclinical studies involving 343 animals. Pooled results demonstrated that the Psoriasis Area and Severity Index (PASI) score and the epidermal thickness of the psoriatic plaques in the animals post-MSC transplantation were significantly reduced. Our meta-analysis showed the efficacy of MSC transplantation therapies in mitigating psoriasis in preclinical animal models. Thus, further clinical research is warranted to translate these findings from bench to bedside.
牛皮癣是一种慢性炎症性皮肤病,其特征是红色病变和带有银色鳞片的皮肤斑块。总体而言,全球2 - 3%的人口受到牛皮癣的影响。最近银屑病的治疗策略包括间充质基质/干细胞(MSC)移植,而不是单克隆抗体和小分子药物的传统治疗。然而,缺乏系统地确定MSC治疗牛皮癣疗效的研究。三个电子数据库,包括Cochrane、PubMed和Web of Science Library,使用广泛的关键术语列表搜索了2013年至2023年的相关研究。在收集到的记录中,根据纳入和排除标准筛选标题、摘要和全文,删除重复和不相关的文章。从符合条件的全文文章中提取数据进行荟萃分析,确定MSC治疗牛皮癣的疗效。在筛选过程中,有5项临床研究和16项临床前研究,包括1项同时具有临床前和临床数据的研究,显示MSC移植治疗缓解银屑病的疗效,符合系统评价。荟萃分析的数据来自10项符合条件的临床前研究,涉及343只动物。综合结果显示,msc移植后动物的银屑病面积和严重程度指数(PASI)评分和银屑病斑块表皮厚度显著降低。我们的荟萃分析显示MSC移植治疗在临床前动物模型中缓解牛皮癣的疗效。因此,进一步的临床研究有必要将这些发现从实验室应用到临床。
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引用次数: 0
Denutrition status prevails over a standard AML risk assessment in older adults 在老年人中,营养不良状况比标准AML风险评估更重要
IF 3.2 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-02-06 DOI: 10.1016/j.retram.2025.103500
Laura Simon , Alexis Caulier , Céline Berthon , Thomas Boyer , Véronique Harrivel , Magalie Joris , Isabelle Leduc , Nicolas Duployez , Claude Preudhomme , Jean-Pierre Marolleau , Delphine Lebon
Older adults with acute myeloid leukemia (AML) have a poor prognosis because frailty and the characteristics of the disease limit the use of intensive chemotherapy (ICT). Treatment with 5-azacitidine (5-AZA) or low-dose cytarabine (Cytarabine) (LDAC) – with or without venetoclax – is currently recommended in this setting. However, we lack real-life data on response rates and treatment outcomes.
We conducted a retrospective, multicenter registry study of 279 older adults with AML (median [interquartile range (IQR)] age: 76 [70–81]) having undergone first-line treatment with LDAC (n = 87) or 5-AZA (n = 192) between 2009 and 2019 (i.e. mainly before the venetoclax era) in a university medical center in France. The complete remission rate was 27.3 % overall. After a median follow-up period of 6.9 months, the median [IQR] overall survival (OS) time was shorter in the LDAC group (4.8 months [2.13–14.41]) than in the 5-AZA group (8.9 months [3.2–13.5]; p = 0.046). Ultimately, however, the OS rates were similar in the LDAC and 5-AZA groups (hazard ratio [HR]: 95 % confidence interval [CI]: 1.37 [0.92–2.04], p = 0.12).
None of the conventional markers with prognostic value in younger patients receiving ICT (such as those in the European LeukemiaNet classification) appeared to predict the outcome in our population of older patients. Albumin <30 g/L was the only factor that predicted day-30 mortality and OS (adjusted odds ratio [95 %CI]: 6.25 [2.08 – 20.0]; p < 0.001; adjusted HR [95 %CI]: 0.65 [0.44–0.96]; p = 0.030).
老年人急性髓性白血病(AML)预后较差,因为虚弱和疾病的特点限制了强化化疗(ICT)的使用。在这种情况下,目前推荐使用5-阿扎胞苷(5-AZA)或低剂量阿糖胞苷(阿糖胞苷)(LDAC)联合或不联合venetoclax治疗。然而,我们缺乏关于反应率和治疗结果的真实数据。我们对2009年至2019年(即主要在venetoclax时代之前)在法国一所大学医学中心接受LDAC (n = 87)或5-AZA (n = 192)一线治疗的279名老年AML患者(中位[四分位数范围(IQR)]年龄:76[70-81])进行了一项回顾性、多中心注册研究。总体完全缓解率为27.3%。中位随访期为6.9个月后,LDAC组的中位总生存期(IQR)(4.8个月[2.13-14.41])短于5-AZA组(8.9个月[3.2-13.5]);P = 0.046)。然而,最终,LDAC组和5-AZA组的OS率相似(风险比[HR]: 95%可信区间[CI]: 1.37 [0.92-2.04], p = 0.12)。在接受ICT治疗的年轻患者中,没有一种具有预后价值的传统标志物(如欧洲白血病网分类)能够预测老年患者的预后。白蛋白30 g/L是预测第30天死亡率和总生存率的唯一因素(校正比值比[95% CI]: 6.25 [2.08 - 20.0];p & lt;0.001;校正后HR [95% CI]: 0.65 [0.44-0.96];P = 0.030)。
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引用次数: 0
AI-assisted computational screening and docking simulation prioritize marine natural products for small-molecule PCSK9 inhibition 人工智能辅助的计算筛选和对接模拟优先考虑小分子PCSK9抑制的海洋天然产物
IF 3.2 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-02-04 DOI: 10.1016/j.retram.2025.103498
Neelakandan Annamalai Ramalakshmi , Muthu Kumar Thirunavukkarasu , Fayaz Shaik , Krishna Navami , Rajanikant Golgodu Krishnamurthy
SARS-CoV-2 infection has been associated with long-term cardiovascular complications including myocarditis and heart failure, as well as central nervous system sequelae such as cognitive dysfunction and neuropathy. Proprotein convertase subtilisin/Kexin type 9 (PCSK9), a hepatic protease involved in cholesterol regulation, has shown associations with a spectrum of diseases potentially relevant to these Covid-19 complications, such as atherosclerosis. To identify novel human PCSK9 inhibitors, a custom virtual screening pipeline was developed employing (1) a convolutional neural network-based deep learning model, (2) molecular docking using Schrödinger with Glide scoring function, and (3) molecular dynamics (MD) simulations with Gibbs Free Energy Landscape analysis. The deep learning model was trained on a dataset of known central nervous system, cardiovascular, and anti-inflammatory acting drugs and used to screen the CMNPD database. Docking simulations were performed on shortlisted candidates, followed by MD simulations and free energy landscape analysis to evaluate binding affinities and identify key interaction residues. This multi-step in-silico approach identified promising PCSK9 inhibitor candidates with favorable binding profiles, suggesting that AI-assisted virtual screening can be a powerful tool for discovering novel therapeutic agents.
SARS-CoV-2感染与心肌炎和心力衰竭等长期心血管并发症以及认知功能障碍和神经病变等中枢神经系统后遗症有关。蛋白转化酶枯草杆菌素/可溶蛋白9型(PCSK9)是一种参与胆固醇调节的肝脏蛋白酶,已显示出与一系列可能与这些Covid-19并发症相关的疾病(如动脉粥样硬化)的关联。为了鉴定新的人类PCSK9抑制剂,开发了一个定制的虚拟筛选管道,使用(1)基于卷积神经网络的深度学习模型,(2)使用Schrödinger与Glide评分函数进行分子对接,以及(3)使用Gibbs自由能景观分析进行分子动力学(MD)模拟。深度学习模型在已知中枢神经系统、心血管和抗炎作用药物的数据集上进行训练,并用于筛选CMNPD数据库。对入围候选分子进行对接模拟,然后进行MD模拟和自由能景观分析,以评估结合亲和性并确定关键相互作用残基。这种多步骤的计算机方法确定了具有良好结合谱的有前途的PCSK9抑制剂候选物,这表明人工智能辅助的虚拟筛选可以成为发现新型治疗药物的有力工具。
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引用次数: 0
Post-transplant cyclophosphamide in matched donor transplantation: are we there yet? 移植后环磷酰胺在匹配供体移植中的应用:我们做到了吗?
IF 3.2 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-02-03 DOI: 10.1016/j.retram.2025.103499
Lorenzo Lazzari , Gloria Catalano , Alessandro Bruno , Daniele Sannipoli , Maria Teresa Lupo-Stanghellini , Jacopo Peccatori , Fabio Ciceri , Raffaella Greco
Graft-versus-host disease (GvHD) is a frequent cause of morbidity and mortality after allogeneic hematopoietic stem cell transplantation (alloHCT) and optimal approaches for its prevention have been recently updated. Post-transplant cyclophosphamide (PTCy) has demonstrated impressive results in the setting of haploidentical donor transplantation, allowing for a more widespread application of alloHCT. For this reason, over the years, several groups have implemented the use of PTCy in the context of transplantation from HLA-matched related and unrelated donors, as a replacement for standard GvHD prophylaxis based on calcineurin inhibitors and methotrexate. With increasing results from retrospective studies and new insights from prospective clinical trials, this comprehensive reevaluation of the literature aims to clarify the precise role of PTCy in this context. This review will summarize and critically discuss the overall results of the use of PTCy in alloHCT from HLA-matched donors, unmet needs, and future perspectives.
移植物抗宿主病(GvHD)是异基因造血干细胞移植(allogenic hematopoietic stem cell transplantation, alloHCT)后发病和死亡的常见原因,其预防的最佳方法最近得到了更新。移植后环磷酰胺(PTCy)在单倍体供体移植中显示出令人印象深刻的结果,允许更广泛地应用同种异体造血干细胞移植。出于这个原因,多年来,一些研究小组已经在hla匹配的相关和非相关供体移植中实施了PTCy的使用,作为基于钙调磷酸酶抑制剂和甲氨蝶呤的标准GvHD预防的替代。随着越来越多的回顾性研究结果和前瞻性临床试验的新见解,本文对文献进行了全面的重新评估,旨在阐明PTCy在这种情况下的确切作用。这篇综述将总结和批判性地讨论PTCy在hla匹配供者的同种异体hct中使用的总体结果、未满足的需求和未来的前景。
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引用次数: 0
Trends in drug repurposing: Advancing cardiovascular disease management in geriatric populations 药物再利用趋势:推进老年人群心血管疾病管理。
IF 3.2 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-17 DOI: 10.1016/j.retram.2025.103496
Murali Krishna Moka , Melvin George , Deepalaxmi Rathakrishnan , V Jagadeeshwaran , Sriram D K
Drug repurposing is a promising strategy for managing cardiovascular disease (CVD) in geriatric populations, offering efficient and cost-effective solutions. CVDs are prevalent across all age groups, with a significant increase in prevalence among geriatric populations. The middle-age period (40–65 years) is critical due to factors like obesity, sedentary lifestyle, and psychosocial stress. In individuals aged 65 and older, the incidence of CVDs is highest due to age-related physiological changes and prolonged exposure to risk factors. In this review we find that certain drugs, such as non-cardiovascular drugs like anakinra, probenecid, N-acetyl cysteine, quercetin, resveratrol, rapamycin, colchicine, bisphosphonates, hydroxychloroquine, SGLT-2i drugs, GLP-1Ras drugs and sildenafil are recommended for drug repurposing to achieve cardiovascular benefits in geriatric patients. However, agents such as canakinumab, methotrexate, ivermectin, erythromycin, capecitabine, carglumic acid, chloroquine, and furosemide are constrained in their therapeutic use and warrant meticulous consideration, rendering them less favorable for this specific application. This review emphasizes the importance of exploring alternative therapeutic strategies to improve outcomes in geriatric populations and suggests drug repurposing as a promising avenue to enhance treatment efficacy.
药物再利用是管理老年人群心血管疾病(CVD)的一种很有前途的策略,提供了高效和具有成本效益的解决方案。心血管疾病在所有年龄组中普遍存在,其中老年人群的患病率显著增加。由于肥胖、久坐不动的生活方式和社会心理压力等因素,中年时期(40-65岁)是关键时期。在65岁及以上的个体中,由于与年龄相关的生理变化和长期暴露于危险因素,心血管疾病的发病率最高。在这篇综述中,我们发现某些药物,如阿那白、probenecid、n-乙酰半胱氨酸、槲皮素、白藜芦醇、雷帕霉素、秋水仙碱、双膦酸盐、羟氯喹、SGLT-2i药物、GLP-1Ras药物和西地那非等非心血管药物被推荐用于药物再利用,以实现老年患者心血管的益处。然而,canakinumab、甲氨蝶呤、伊维菌素、红霉素、卡培他滨、甘油三酸、氯喹和呋塞米等药物在治疗用途上受到限制,需要仔细考虑,使它们不太适合这种特殊应用。这篇综述强调了探索替代治疗策略以改善老年人群预后的重要性,并建议药物再利用是提高治疗效果的有希望的途径。
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引用次数: 0
Identifying potential prognosis markers in relapsed multiple myeloma via integrated bioinformatics analysis and biological experiments 通过综合生物信息学分析和生物学实验确定复发性多发性骨髓瘤的潜在预后标志物。
IF 3.2 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-12 DOI: 10.1016/j.retram.2025.103495
Yong Xu , Xinya Cao , He Zhou , Han Xu , Bing Chen , Hua Bai

Background

Almost all multiple myeloma (MM) patients will eventually develop disease that has relapsed with or become refractory to current therapeutic regimes. However, the pervious clinical parameters have been proved inaccurate for defining MM relapse, and molecular targets have become the focuses of interests. Prognostic predictions based on molecular targets have been more effective to this day. Our research was performed to demonstrate hub genes involving relapsed MM by bioinformatics and biological experiments.

Methods and results

The integrated bioinformatics analysis in baseline and relapsed MM patients were executed. Gene Ontology (GO) enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis were utilized to analyze biologic functions of up-regulated differentially expressed genes (DEGs). Four hub genes (CENPE, ASPM, TOP2A and FANCI) were adopted for construction of relapsed gene score model (RGS), and RGS model was evaluated in two testing sets. The CENPE inhibitor GSK923295 had anti-myeloma effect, including promoting cell death, cell cycle arrest and DNA damage of MM cell lines.

Conclusion

Through bioinformatics analysis, we found that the four hub genes (CENPE, ASPM, TOP2A and FANCI) were associated to cell cycle, nuclear division, mitosis and spindle. Our research provided proof-of-concept that RGS model could be utilized to estimate recurrence risk and prognosis for patients, and targeting CENPE contributed to developing novel therapeutic pattern for MM.
背景:几乎所有多发性骨髓瘤(MM)患者最终都会发展为复发或对当前治疗方案难以治愈的疾病。然而,以往的临床参数已被证明是不准确的定义MM复发,分子靶点已成为关注的焦点。迄今为止,基于分子靶点的预后预测更为有效。我们的研究是通过生物信息学和生物学实验来证明与复发性MM有关的枢纽基因。方法和结果:对基线和复发MM患者进行综合生物信息学分析。利用基因本体(GO)富集分析和京都基因与基因组百科全书(KEGG)通路分析,分析上调的差异表达基因(DEGs)的生物学功能。采用4个中心基因(CENPE、ASPM、TOP2A和FANCI)构建复发基因评分模型(RGS), RGS模型分为2个测试集进行评估。CENPE抑制剂GSK923295具有抗骨髓瘤作用,包括促进MM细胞系细胞死亡、细胞周期阻滞和DNA损伤。结论:通过生物信息学分析,我们发现四个中心基因(CENPE、ASPM、TOP2A和FANCI)与细胞周期、核分裂、有丝分裂和纺锤体相关。我们的研究提供了RGS模型可用于评估患者复发风险和预后的概念证明,并且针对CENPE有助于开发新的MM治疗模式。
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引用次数: 0
Advances in the relationship of immune checkpoint inhibitors and DNA damage repair 免疫检查点抑制剂与DNA损伤修复关系的研究进展。
IF 3.2 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-11 DOI: 10.1016/j.retram.2025.103494
Xiaolin Liu , Shan Wang , Hongwei Lv , Enli Chen , Li Yan , Jing Yu
Cancer immunotherapy, alongside surgery, radiation therapy, and chemotherapy, has emerged as a key treatment modality. Immune checkpoint inhibitors (ICIs) represent a promising immunotherapy that plays a critical role in the management of various solid tumors. However, the limited efficacy of ICI monotherapy and the development of primary or secondary resistance to combination therapy remain a challenge. Consequently, identifying molecular markers for predicting ICI efficacy has become an area of active clinical research. Notably, the correlation between DNA damage repair (DDR) mechanisms and the effectiveness of ICI treatment has been established. This review outlines the two primary pathways of DDR, namely, the homologous recombination repair pathway and the mismatch repair pathway. The relationship between these key genes and ICIs has been discussed and the potential of these genes as molecular markers for predicting ICI efficacy summarized.
癌症免疫治疗,与手术、放射治疗和化疗一样,已经成为一种关键的治疗方式。免疫检查点抑制剂(ICIs)是一种很有前途的免疫疗法,在各种实体瘤的治疗中起着关键作用。然而,ICI单药治疗的有限疗效以及对联合治疗的原发性或继发性耐药性的发展仍然是一个挑战。因此,鉴别预测ICI疗效的分子标记已成为一个活跃的临床研究领域。值得注意的是,已经建立了DNA损伤修复(DDR)机制与ICI治疗有效性之间的相关性。本文综述了DDR的两条主要途径,即同源重组修复途径和错配修复途径。本文讨论了这些关键基因与ICI之间的关系,并对这些基因作为预测ICI疗效的分子标记的潜力进行了总结。
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引用次数: 0
The impact of artificial intelligence and machine learning in organ retrieval and transplantation: A comprehensive review 人工智能和机器学习在器官检索和移植中的影响:综述。
IF 3.2 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-06 DOI: 10.1016/j.retram.2025.103493
David B. Olawade , Sheila Marinze , Nabeel Qureshi , Kusal Weerasinghe , Jennifer Teke
This narrative review examines the transformative role of Artificial Intelligence (AI) and Machine Learning (ML) in organ retrieval and transplantation. AI and ML technologies enhance donor-recipient matching by integrating and analyzing complex datasets encompassing clinical, genetic, and demographic information, leading to more precise organ allocation and improved transplant success rates. In surgical planning, AI-driven image analysis automates organ segmentation, identifies critical anatomical features, and predicts surgical outcomes, aiding pre-operative planning and reducing intraoperative risks. Predictive analytics further enable personalized treatment plans by forecasting organ rejection, infection risks, and patient recovery trajectories, thereby supporting early intervention strategies and long-term patient management. AI also optimizes operational efficiency within transplant centers by predicting organ demand, scheduling surgeries efficiently, and managing inventory to minimize wastage, thus streamlining workflows and enhancing resource allocation. Despite these advancements, several challenges hinder the widespread adoption of AI and ML in organ transplantation. These include data privacy concerns, regulatory compliance issues, interoperability across healthcare systems, and the need for rigorous clinical validation of AI models. Addressing these challenges is essential to ensuring the reliable, safe, and ethical use of AI in clinical settings. Future directions for AI and ML in transplantation medicine include integrating genomic data for precision immunosuppression, advancing robotic surgery for minimally invasive procedures, and developing AI-driven remote monitoring systems for continuous post-transplantation care. Collaborative efforts among clinicians, researchers, and policymakers are crucial to harnessing the full potential of AI and ML, ultimately transforming transplantation medicine and improving patient outcomes while enhancing healthcare delivery efficiency.
本文回顾了人工智能(AI)和机器学习(ML)在器官检索和移植中的变革作用。人工智能和机器学习技术通过整合和分析包括临床、遗传和人口统计信息在内的复杂数据集来增强供体-受体匹配,从而实现更精确的器官分配和更高的移植成功率。在手术计划中,人工智能驱动的图像分析可以自动分割器官,识别关键解剖特征,预测手术结果,帮助术前计划和降低术中风险。预测分析通过预测器官排斥、感染风险和患者康复轨迹,进一步实现个性化治疗计划,从而支持早期干预策略和长期患者管理。人工智能还通过预测器官需求、有效安排手术、管理库存以最大限度地减少浪费,从而简化工作流程和加强资源分配,从而优化移植中心的操作效率。尽管取得了这些进步,但仍有一些挑战阻碍了人工智能和机器学习在器官移植中的广泛应用。这些问题包括数据隐私问题、法规遵从性问题、医疗保健系统之间的互操作性,以及对人工智能模型进行严格临床验证的需求。应对这些挑战对于确保在临床环境中可靠、安全和合乎道德地使用人工智能至关重要。人工智能和机器学习在移植医学中的未来发展方向包括整合精确免疫抑制的基因组数据,推进微创手术的机器人手术,以及开发人工智能驱动的远程监测系统,用于持续的移植后护理。临床医生、研究人员和政策制定者之间的协作努力对于充分利用人工智能和机器学习的潜力,最终改变移植医学,改善患者预后,同时提高医疗保健服务效率至关重要。
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引用次数: 0
期刊
Current Research in Translational Medicine
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