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Compassionate boron neutron capture therapy for locally recurrent nasopharyngeal cancer: A retrospective study. 慈悲硼中子俘获治疗局部复发鼻咽癌:一项回顾性研究。
IF 2.4 Pub Date : 2026-02-01 Epub Date: 2026-01-08 DOI: 10.1097/JCMA.0000000000001339
Ling-Wei Wang, Yen-Wan Hsueh Liu, Jinn-Jer Peir, Ko-Han Lin, Jia-Cheng Lee, Pei-Wei Shueng, Sang-Hue Yen, Muh-Hua Yang

Background: Boron neutron capture therapy (BNCT) is a targeted form of particle radiotherapy (RT) that better spares normal tissues than does conventional photon RT. We describe our experience with compassionate-use BNCT for locally recurrent nasopharyngeal cancer (rNPC) after prior RT.

Methods: Data from patients with rNPC who received BNCT outside of clinical trials at the Tsing-Hua Open-Pool Reactor between 2020 and 2024 were retrospectively analyzed.

Results: Ten patients (eight men and two women) with a median age of 54 years and recurrent stage T2-T4N0-N1 disease were included. The median radiation dose before BNCT was 70 (range: 70-124) Gy. For the initial BNCT session, the median average tumor dose was 16.4 (range: 11.7-25.1) Gy-Eq delivered in a single fraction. Two patients underwent a second BNCT session for residual or recurrent disease at 3 and 12 months after the first, respectively. The median follow-up period was 10.7 (range: 2.2-50.9) months. Overall, one complete response and one partial response were observed after one or two BNCT sessions among eight evaluable cases. The most common acute toxicities were low-grade mucositis and dermatitis. No cases of carotid blowout syndrome were reported. Temporal lobe necrosis occurred in one patient who received two BNCT sessions. The 1-year overall survival rate was 44.4%, and the 1-year progression-free survival rate was 33%. One patient survived for more than 4 years.

Conclusion: In this small cohort of patients with recurrent NPC, compassionate BNCT with moderate doses yielded a 25% response rate and one long-term survivor (4 years). Protocol modifications involving adjusted dose-fractionation schedules and combination with other treatment modalities in future prospective trials may improve the outcomes for recurrent NPC.

背景:硼中子俘获治疗(BNCT)是一种靶向形式的粒子放疗(RT),比传统的光子放疗能更好地保留正常组织。我们描述了我们在先前放疗后局部复发鼻咽癌(rNPC)中同情使用BNCT的经验。方法:回顾性分析2020年至2024年间在清华开放池反应器接受临床试验外BNCT治疗的rNPC患者的数据。结果:纳入10例患者(8男2女),中位年龄54岁,复发期为T2-T4N0-N1。BNCT前的中位辐射剂量为70 Gy(范围:70-124)。在最初的BNCT治疗中,平均肿瘤剂量中位数为16.4 Gy-Eq(范围:11.7-25.1)。两名患者分别在第一次治疗后3个月和12个月接受了第二次BNCT治疗,以治疗残留或复发性疾病。中位随访时间为10.7个月(范围:2.2-50.9个月)。总体而言,在8例可评估的病例中,经过1或2次BNCT治疗后,观察到1例完全缓解和1例部分缓解。最常见的急性毒性是低度粘膜炎和皮炎。无颈动脉爆裂综合征病例报道。一名接受两次BNCT治疗的患者出现了颞叶坏死。1年总生存率为44.4%,1年无进展生存率为33%。1例患者存活4年以上。结论:在这个复发性鼻咽癌患者的小队列中,中等剂量的同情BNCT产生了25%的缓解率和1例长期存活(4年)。在未来的前瞻性试验中,方案的修改包括调整剂量分离时间表和与其他治疗方式的结合,可能会改善复发性鼻咽癌的预后。
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引用次数: 0
Efficacy and safety of preservative-free versus preserved timolol eye drops in glaucoma: A randomized crossover study. 不含防腐剂与保存的替洛尔滴眼液治疗青光眼的疗效和安全性:一项随机交叉研究。
IF 2.4 Pub Date : 2026-02-01 Epub Date: 2026-01-08 DOI: 10.1097/JCMA.0000000000001338
Yen-Huei Ko, Chia-Chi Fan, Yu-Chieh Ko, Tung-Mei Kuang, Yu-Fan Chang, Catherine Jui-Ling Liu, Mei-Ju Chen

Background: The efficacy and safety of preservative-free timolol (PF-timolol) vs preserved timolol (P-timolol) have not been compared in patients with primary open-angle glaucoma (POAG) or ocular hypertension (OHT).

Methods: In this randomized, crossover, single-center study, patients received PF-timolol twice daily or P-timolol once daily for 6 weeks, followed by crossover to the alternate treatment for 6 weeks. The primary endpoint was the change in intraocular pressure (IOP) between treatment groups. Secondary endpoints were tear film breakup time (TBUT), superficial punctate keratopathy (SPK) score, conjunctival hyperemia, systemic vital signs, and patient-reported symptoms.

Results: Thirty-four patients (mean age 58.1 years; male 50%) were enrolled. At baseline, mean IOP was 13.6 ± 2.7 mmHg (right eye, OD) and 13.4 ± 2.7 mmHg (left eye, OS). At week 6, PF-timolol led to a greater reduction in IOP in the OD vs P-timolol (-1.3 ± 1.5 mmHg vs -0.2 ± 1.2 mmHg; p = 0.004), whereas no significant difference was observed in the OS ( p = 0.08). At week 12, the mean IOP did not differ between the two groups for both eyes. TBUT increased in the PF-timolol group but decreased in the P-timolol group ( p = 0.006), and the change from baseline favored PF-timolol ( p = 0.001). The SPK score decreased significantly more in the OD in the PF-timolol group than P-timolol group (-0.4 ± 0.8 4 vs 0.2 ± 1.1; p = 0.03). S ystemic vital signs remained stable throughout the study. Patient-reported symptoms were comparable between groups.

Conclusion: PF-timolol eye drops achieved a greater IOP reduction at week 6 but showed comparable efficacy to P-timolol by week 12, while providing additional advantages in ocular safety outcomes and subjective tolerability. PF-timolol offers an effective and safer option for glaucoma management, particularly in patients sensitive to preservatives.

背景:在原发性开角型青光眼(POAG)或高眼压(OHT)患者中,未比较不含防腐剂的替马洛尔(PF-timolol; Anme®)与保存的替马洛尔(P-timolol; timopol - xe®)的疗效和安全性。方法:在这项随机、交叉、单中心研究中,患者接受每日2次的pf -替洛尔或每日1次的p -替洛尔治疗,持续6周,然后交叉至替代治疗6周。主要终点是两组间眼压(IOP)的变化。次要终点是泪膜破裂时间(TBUT)、浅表性点状角膜病变(SPK)评分、结膜充血、全身生命体征和患者报告的症状。结果:共纳入34例患者,平均年龄58.1岁,男性占50%。基线时,平均IOP为13.6±2.7 mmHg(右眼,OD)和13.4±2.7 mmHg(左眼,OS)。在第6周,与p -替莫洛尔相比,pf -替莫洛尔导致OD的IOP降低幅度更大(-1.3±1.5 mmHg vs -0.2±1.2 mmHg, p=0.004),而OS无显著差异(p=0.08)。在第12周,两组的双眼平均IOP没有差异。氟替洛尔组TBUT升高,p -替洛尔组TBUT降低(p=0.006),与基线相比,变化有利于氟替洛尔组(p=0.001)。pd组SPK评分下降明显高于p组(-0.4±0.84∶0.2±1.1;p=0.03)。收缩压(SBP)、舒张压和心率(HR)在整个研究期间保持稳定,第6周的降低并没有持续到下一次随访(P均=0.04)。患者报告的症状在12周内治疗组之间具有可比性。结论:pf -噻洛尔滴眼液在第6周取得了更大的IOP降低效果,但在第12周显示出与p -噻洛尔相当的疗效,同时在眼安全性结果和主观耐受性方面提供了额外的优势。氟替莫洛尔为青光眼治疗提供了有效和安全的选择,特别是对防腐剂敏感的患者。
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引用次数: 0
Currently, no appropriately designed studies have demonstrated a link between vitamin-D levels and COVID-19 severity. 目前还没有适当设计的研究证明维生素d水平与COVID-19严重程度之间存在联系。
IF 2.4 Pub Date : 2026-02-01 Epub Date: 2026-01-05 DOI: 10.1097/JCMA.0000000000001335
Hinpetch Daungsupawong, Viroj Wiwanitkit
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引用次数: 0
Adjuvant chemoradiotherapy for stage III gastric cancer: A differential role in R0 and non-R0 resection. III期胃癌的辅助放化疗:在R0和非R0切除中的不同作用。
IF 2.4 Pub Date : 2026-02-01 Epub Date: 2025-12-30 DOI: 10.1097/JCMA.0000000000001332
Yin-Che Wang, Nai-Jung Chiang, Yi-Ping Hung, I-Chun Lai, Shih-Chieh Lin, Anna Fen-Yau Li, Hung-Yuan Yu, Yee Chao, Ching-Yun Kung, Kuo-Hung Huang, Wen-Liang Fang, Ming-Huang Chen

Background: The role of adjuvant concurrent chemoradiotherapy (CCRT) in stage III gastric cancer remains unclear, particularly after D2 lymphadenectomy. While CCRT may benefit patients with residual disease, its value for patients with R0 resection remains uncertain. Accordingly, this study evaluated the survival effect of adjuvant CCRT in R0 and non-R0 resection groups.

Methods: We retrospectively reviewed the medical records of patients with stage III gastric adenocarcinoma who underwent gastrectomy with D2 lymphadenectomy between January 2011 and June 2024. Patients were stratified by resection margin (R0 vs non-R0) and receipt of adjuvant therapy. Propensity score matching (PSM) was performed to adjust for baseline imbalances. Overall survival (OS) was analyzed using Kaplan-Meier and Cox regression analyses.

Results: A total of 559 patients were included, of whom 483 (86.4%) underwent R0 resection and 76 (13.6%) underwent non-R0 resection. Overall, 78.9% received adjuvant therapy, with CCRT more frequently used in the non-R0 group (28.9% vs 4.6%; p < 0.001). In the non-R0 resection group, both adjuvant chemotherapy and CCRT were associated with significantly improved OS, with CCRT demonstrating additional benefits over chemotherapy ( p = 0.039). After PSM, CCRT was associated with a nonsignificant trend toward improved OS (34.2 vs 28.4 months, hazard ratio: 0.55, 95% confidence interval: 0.26-1.15; p = 0.096) compared with chemotherapy. In matched patients with R0 resection, no survival benefit was observed with CCRT (24.1 vs 36.0 months, hazard ratio: 1.29, 95% confidence interval: 0.56-2.98; p = 0.550).

Conclusion: Adjuvant CCRT was associated with a trend toward improved survival in patients with non-R0 resection. However, it was not associated with additional survival benefits compared with chemotherapy in patients undergoing R0 resection after D2 lymphadenectomy, indicating that systemic therapy alone may be sufficient. These findings support the selective use of CCRT and underscore the need for prospective studies to optimize adjuvant strategies.

背景:辅助同步放化疗(CCRT)在III期胃癌中的作用尚不清楚,特别是在D2淋巴结切除术后。虽然CCRT可能对残留病变患者有益,但其对R0切除患者的价值仍不确定。因此,本研究评估了辅助CCRT在R0和非R0切除组的生存效果。方法:回顾性分析2011年1月至2024年6月行胃切除术并D2淋巴结切除术的III期胃腺癌患者的病历。根据切除边缘(R0 vs.非R0)和接受辅助治疗对患者进行分层。采用倾向评分匹配(PSM)来调整基线失衡。采用Kaplan-Meier和Cox回归分析总生存期(OS)。结果:共纳入559例患者,其中483例(86.4%)行R0切除术,76例(13.6%)行非R0切除术。总体而言,78.9%的患者接受了辅助治疗,非r0组更频繁地使用CCRT(28.9%比4.6%,p < 0.001)。在非r0切除组中,辅助化疗和CCRT均与显著改善的OS相关,CCRT显示出比化疗更多的益处(p = 0.039)。PSM后,与化疗相比,CCRT与改善OS的无显著趋势相关(34.2 vs 28.4个月,风险比:0.55,95%可信区间:0.26-1.15,p = 0.096)。在R0切除的匹配患者中,CCRT没有观察到生存获益(24.1个月vs 36.0个月,风险比:1.29,95%可信区间:0.56-2.98,p = 0.550)。结论:辅助CCRT与非r0切除患者的生存率提高趋势相关。然而,与化疗相比,在D2淋巴结切除术后接受R0切除术的患者,与化疗相比,它没有额外的生存益处,这表明单独的全身治疗可能是足够的。这些发现支持选择性使用CCRT,并强调需要前瞻性研究来优化辅助策略。总结:III期胃癌通常采用手术加放疗的治疗方法,但术后联合化疗和放疗的疗效尚不确定。在这项研究中,我们回顾了561例接受广泛淋巴结切除手术的III期胃癌患者。根据手术后肿瘤是否完全切除或是否有肿瘤残留,对患者进行分组。我们发现残存的癌症患者受益于联合化疗和放疗,显示出生存率的提高。然而,肿瘤完全切除的患者并没有从放射治疗中获得额外的生存益处。这些发现提示,对于完全切除肿瘤的患者,单独化疗可能就足够了,而对于不完全切除的患者,应保留化疗和放疗联合治疗,以改善预后。
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引用次数: 0
Reply to "Currently, no appropriately designed studies have demonstrated a link between vitamin D levels and coronavirus disease 2019 severity". 回复“目前,没有适当设计的研究证明维生素d水平与COVID-19严重程度之间存在联系”。
IF 2.4 Pub Date : 2026-02-01 Epub Date: 2026-01-06 DOI: 10.1097/JCMA.0000000000001337
Ching-Ching Sheng, Shuan-Yi Su, Ying Liang, Hui-Chuan Cheng, Hsin-Yi Huang, Hsiao-Hui Chiu
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引用次数: 0
Cholecystokinin inhibits myotube fusion and may contribute to sarcopenia: Evidence from clinical and C2C12 myoblast studies. 胆囊收缩素抑制肌管融合并可能导致肌肉减少:来自临床和C2C12成肌细胞研究的证据
IF 2.4 Pub Date : 2026-02-01 Epub Date: 2025-12-23 DOI: 10.1097/JCMA.0000000000001329
Po-Hsiang Liao, Hao-Ming Chang, Yun-Jie Wang, Chorng-Kuang How, David Hung-Tsang Yen, Jean-Cheng Kuo, Hsien-Hao Huang

Background: Sarcopenia, characterized by a progressive loss of muscle mass and strength, is increasingly recognized in aging populations. Although gut hormones may play a role in sarcopenia pathogenesis, their clinical relevance remains unclear. In this study, we investigated whether circulating cholecystokinin (CCK) is associated with sarcopenia and its effects on myogenesis.

Methods: From 2018 to 2022, 179 adults (aged ≥65 years) at the Taipei Veterans General Hospital were enrolled and classified as having sarcopenia or not based on the 2019 Asian Working Group for Sarcopenia criteria. Comprehensive geriatric assessments, including Mini-Nutritional Assessment Short-Form (MNA-SF), Instrumental Activities of Daily Living (IADL), and bioelectrical impedance analysis were performed. Circulating levels of CCK, ghrelin, glucagon-like peptide-1 (GLP-1), and peptide YY were measured from blood samples collected at enrollment. In the experimental arm, murine C2C12 myoblasts were cultured and exposed to different concentrations of CCK. Myogenic differentiation was assessed by western blotting of MYH1/2 expression, and myotube fusion was quantified using immunofluorescence-derived fusion indices.

Results: The enrolled participants comprised 84 non-sarcopenic and 95 sarcopenic subjects. Compared with the non-sarcopenic group, sarcopenic individuals had significantly higher serum levels of CCK and GLP-1, lower MNA-SF scores, Barthel Index, IADL scores, and higher frailty prevalence. In multivariate logistic regression analysis, age, BMI, and MNA-SF remained significant independent predictors of sarcopenia. However, after adjustment, CCK was not independently associated with sarcopenia. In vitro, CCK had no significant effects on early myoblast differentiation, although it significantly inhibited myotube fusion, indicating specific disruption of a key step in muscle development.

Conclusion: Although CCK was not independently associated with sarcopenia after adjustment, elevated serum CCK and its inhibitory effects on myotube fusion indicate a potential pathophysiological role in muscle degeneration.

背景:肌肉减少症,以肌肉质量和力量的逐渐减少为特征,越来越多地在老龄化人群中得到认识。虽然肠道激素可能在肌肉减少症发病机制中起作用,但其临床相关性尚不清楚。在这项研究中,我们调查了循环胆囊收缩素(CCK)是否与肌肉减少症及其对肌肉生成的影响有关。方法:从2018年到2022年,在台北退伍军人总医院招募了179名成年人(年龄≥65岁),并根据2019年亚洲肌肉减少症标准工作组将其分为肌肉减少症或非肌肉减少症。进行综合老年评估,包括微量营养评估简表(MNA-SF)、日常生活工具活动(IADL)和生物电阻抗分析。在入组时采集血液样本,测量CCK、胃饥饿素、胰高血糖素样肽-1 (GLP-1)和YY肽的循环水平。在实验臂中,培养小鼠C2C12成肌细胞并暴露于不同浓度的CCK中。用MYH1/2表达的western blotting评估肌源性分化,用免疫荧光衍生的融合指数量化肌管融合。结果:纳入的参与者包括84名非肌少症患者和95名肌少症患者。与非肌少症组相比,肌少症患者血清CCK和GLP-1水平显著升高,MNA-SF评分、Barthel指数、IADL评分较低,虚弱患病率较高。在多变量logistic回归分析中,年龄、BMI和MNA-SF仍然是肌少症的重要独立预测因子。然而,调整后,CCK与肌少症没有独立的相关性。在体外,CCK对早期成肌细胞分化没有显著影响,但显著抑制了肌管融合,表明特异性破坏了肌肉发育的关键步骤。结论:虽然调整后的CCK与肌肉减少症没有独立的关系,但血清CCK升高及其对肌管融合的抑制作用表明,CCK在肌肉退变中可能具有病理生理作用。
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引用次数: 0
Are prioritizing and allocating expensive adjuvant and maintenance therapies beneficial in cancer care? 优先考虑和分配昂贵的治疗是否有益?
IF 2.4 Pub Date : 2026-02-01 Epub Date: 2025-12-29 DOI: 10.1097/JCMA.0000000000001330
Peng-Hui Wang
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引用次数: 0
Advancing Obstetric Care: The Role of Targeted Next-Generation Sequencing in Pregnancies with Structurally Normal Fetuses. 推进产科护理:目标下一代测序在结构正常胎儿妊娠中的作用。
IF 2.4 Pub Date : 2026-01-26 DOI: 10.1097/JCMA.0000000000001346
Han-Ying Chen, Yi-Ting Wang, Jessica Kang, Yi-Yun Tai, Ti-Jia Yuan, Shin-Yu Lin, Chien-Nan Lee, Tsang-Ming Ko

Background: This study aimed to establish a targeted fetal next-generation sequencing (NGS) panel and evaluate its diagnostic yield in sonographically normal fetuses.

Methods: A retrospective analysis was conducted on 1,820 cases of sonographically normal fetuses who underwent fetal NGS targeted panel testing, based on parental requests, between June 2021 and June 2023.

Results: Among the 1,820 cases analyzed, 833 cases (45.8%) showed no anomalies, 893 cases (49.1%) were identified with abnormal carrier statuses, and 94 cases (5.2%) exhibited pathogenic condition. The most frequently identified condition was glucose-6-phosphate dehydrogenase (G6PD) deficiency, with hemizygous mutations observed in 35 cases. This was followed by homozygous pathogenic variants in the GJB2 gene, identified in 19 cases. Additionally, 83 cases exhibited G6PD gene mutations, and 344 cases were identified as carriers of GJB2 gene variants. Other notable findings included 15 cases of familial hypercholesterolemia, 5 cases of Noonan syndrome, and 2 cases of osteogenesis imperfecta. Rare disorders identified were Wilson's disease, cystic fibrosis, Cockayne syndrome, and ototoxic hearing loss, each occurring in a single case.

Conclusion: The study demonstrated that the fetal NGS targeted panel yielded critical findings in 5.16% of sonographically normal fetuses, emphasizing its potential in prenatal diagnostics. Effective screening requires careful variant selection and detailed pre- and post-test genetic counseling to ensure clinical relevance and informed decision-making for parents.

背景:本研究旨在建立一个靶向胎儿下一代测序(NGS)小组,并评估其在超声检查正常胎儿中的诊断率。方法:回顾性分析2021年6月至2023年6月期间,应父母要求接受胎儿NGS定向面板检测的1820例超声正常胎儿。结果:1820例病例中,无异常833例(45.8%),异常携带者893例(49.1%),呈现致病性94例(5.2%)。最常见的情况是葡萄糖-6-磷酸脱氢酶(G6PD)缺乏,在35例中观察到半合子突变。随后,在19例病例中发现了GJB2基因的纯合致病性变异。此外,83例患者出现G6PD基因突变,344例患者被鉴定为GJB2基因变异携带者。其他值得注意的发现包括家族性高胆固醇血症15例,Noonan综合征5例,成骨不全2例。发现的罕见疾病有Wilson氏病、囊性纤维化、Cockayne综合征和耳毒性听力损失,每一种疾病都发生在一个病例中。结论:本研究表明,胎儿NGS靶向小组在5.16%的超声正常胎儿中产生了关键结果,强调了其在产前诊断中的潜力。有效的筛查需要仔细的变异选择和详细的测试前和测试后遗传咨询,以确保临床相关性和家长知情决策。
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引用次数: 0
Programmed death-ligand 1 upregulation is associated with poor prognosis in patients with epithelial ovarian cancer. 程序性死亡配体1 (PD-L1)上调与上皮性卵巢癌患者预后不良相关。
IF 2.4 Pub Date : 2026-01-01 Epub Date: 2025-11-11 DOI: 10.1097/JCMA.0000000000001317
Chia-Hao Liu, Wei-Ting Chao, Szu-Ting Yang, Chen-Hao Lin, Kuo-Chang Wen, Peng-Hui Wang

Background: The clinical significance of programmed death-ligand 1 (PD-L1) expression in epithelial ovarian cancer (EOC), particularly its association with platinum resistance (PR) and prognosis, remains unclear. This study aimed to evaluate the relationship between PD-L1 expression and PR in EOC and investigate cisplatin-induced PD-L1 modulation using in vitro and in vivo models.

Methods: We retrospectively analyzed 189 patients with EOC, treated between 2014 and 2020. Tumor PD-L1 expression was assessed by immunohistochemistry (IHC) using the combined positive score (CPS). Serum PD-L1 levels were measured using enzyme-linked immunosorbent assay (ELISA). Cisplatin-induced PD-L1 regulation was examined in paired platinum-sensitive (PS: A2780 and ES2) and PR (A2780R and ES2R) cell lines and xenograft models.

Results: High tumor PD-L1 expression (CPS ≥10) was more frequent in PR (38.5%) than in PS patients (19.0%, p < 0.01), and was associated with higher recurrence rates ( p < 0.001) and shorter overall survival ( p < 0.001). Serum PD-L1 concentrations were significantly elevated in patients with endometrioid and clear cell histologies compared with those in the control group ( p < 0.05). In vitro, PD-L1 expression was upregulated in PR cell lines compared with parental PS cell lines and was further increased following cisplatin exposure in a dose- and time-dependent manner. Xenograft models confirmed that cisplatin induces PD-L1 upregulation in both tumor tissue and serum, with more pronounced effects observed in PR tumors.

Conclusion: PD-L1 upregulation (CPS ≥10) is associated with PR, disease recurrence, and poor prognosis in EOC. Endometrioid and clear cell histologic subtypes demonstrated higher baseline PD-L1 expression in our cohort. Cisplatin-induced PD-L1 upregulation represents a tumor-intrinsic response, particularly in PR tumor cells, highlighting PD-L1 as a histology-specific marker of poor prognosis and a potential therapeutic target in platinum-resistant EOC.

背景:程序性死亡配体1 (PD-L1)表达在上皮性卵巢癌(EOC)中的临床意义,特别是其与铂耐药(PR)和预后的关系尚不清楚。本研究旨在评估EOC中PD-L1表达与PR的关系,并通过体外和体内模型研究顺铂诱导的PD-L1调节。方法:回顾性分析2014年至2020年期间接受治疗的189例EOC患者。采用免疫组织化学(IHC)联合阳性评分(CPS)评估肿瘤PD-L1表达。采用酶联免疫吸附试验(ELISA)检测血清PD-L1水平。在配对铂敏感(PS: A2780和ES2)和PR (A2780R和ES2R)细胞系和异种移植模型中检测顺铂诱导的PD-L1调节。结果:PD-L1高表达(CPS≥10)在PR患者中的发生率(38.5%)高于PS患者(19.0%)。结论:PD-L1上调(CPS≥10)与EOC的PR、疾病复发和不良预后相关。在我们的队列中,子宫内膜样和透明细胞组织学亚型显示出更高的PD-L1基线表达。顺铂诱导的PD-L1上调代表了一种肿瘤内在反应,特别是在PR肿瘤细胞中,这表明PD-L1是预后不良的组织学特异性标志物,也是铂耐药EOC的潜在治疗靶点。
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引用次数: 0
Machine learning-based decision-tree model for patients with single-large hepatocellular carcinoma. 基于机器学习的单大肝癌患者决策树模型。
IF 2.4 Pub Date : 2026-01-01 Epub Date: 2025-12-08 DOI: 10.1097/JCMA.0000000000001324
Yi-Chen Lin, Chun-Ting Ho, Pei-Chang Lee, Chien-An Liu, Shu-Cheng Chou, Yi-Hsiang Huang, Jiing-Chyuan Luo, Ming-Chih Hou, Jaw-Ching Wu, Chien-Wei Su

Background: Single-large hepatocellular carcinoma (SLHCC) is defined as a solitary tumor that is >5 cm and lacks macrovascular invasion or extrahepatic spread. SLHCC is a distinct clinical subtype with considerable prognostic heterogeneity, and available staging systems offer limited predictive accuracy for this subgroup. Therefore, we aimed to develop a machine learning (ML)-based decision-tree model to improve individualized prognostic stratification of SLHCC.

Methods: This retrospective study included patients with SLHCC who were diagnosed at Taipei Veterans General Hospital between January 2012 and January 2023. The patients were randomly assigned to a training cohort and a validation cohort. Prognostic factors for overall survival (OS) were identified using multivariate Cox regression and incorporated into a decision-tree algorithm. The model performance was evaluated using accuracy and the area under the receiver operating characteristic curve (AUROC).

Results: Among the 477 patients, 307 (64.4%) received curative treatment, and 170 (35.6%) received non-curative therapy. The median age was 70 years, and 77.1% were male. After a median follow-up of 50 months, the 5-year OS rate was 42.0%. Six variables were independently associated with OS: tumor size >10 cm, serum creatinine >1 mg/dL, non-curative treatment, albumin-bilirubin (ALBI) grade 2, fibrosis-4 (FIB-4) score ≥2.67, and serum alpha-fetoprotein (AFP) >20 ng/mL. The decision-tree model incorporated four key variables: treatment modality, creatinine, tumor size, and FIB-4. The model stratified patients into five risk groups. The model's accuracy was 74.3% in the training cohort and 67.1% in the validation cohort, and the AUROCs were 0.756 and 0.706, respectively.

Conclusion: The clinically interpretable ML-based decision-tree model effectively stratifies patients with SLHCC according to prognosis using routine clinical and laboratory data. This model complements conventional staging systems and could support personalized treatment planning and patient counseling in real-world clinical practice.

背景:单个大肝细胞癌(SLHCC)被定义为大于5cm的孤立性肿瘤,缺乏大血管侵犯或肝外扩散。SLHCC是一种独特的临床亚型,具有相当大的预后异质性,现有的分期系统对该亚组的预测准确性有限。因此,我们旨在开发一种基于机器学习(ML)的决策树模型,以改善SLHCC的个性化预后分层。方法:本回顾性研究纳入2012年1月至2023年1月在台北退伍军人总医院诊断的SLHCC患者。患者被随机分配到训练组和验证组。使用多变量Cox回归确定总生存期(OS)的预后因素,并将其纳入决策树算法。用准确度和接收机工作特征曲线下面积(AUROC)来评价模型的性能。结果:477例患者中,治愈性治疗307例(64.4%),非治愈性治疗170例(35.6%)。中位年龄70岁,77.1%为男性。中位随访50个月后,5年OS率为42.0%。6个变量与OS独立相关:肿瘤大小>0 cm,血清肌酐> 1 mg/dL,非治愈性治疗,白蛋白胆红素(ALBI) 2级,纤维化-4 (FIB-4)评分≥2.67,血清甲胎蛋白(AFP) > 20 ng/mL。决策树模型包含四个关键变量:包括治疗方式、肌酐、肿瘤大小和FIB-4。该模型将患者分为五个危险组。该模型在训练组和验证组的准确率分别为74.3%和67.1%,auroc分别为0.756和0.706。结论:基于ml的决策树模型可根据临床和实验室常规数据对SLHCC患者的预后进行有效分层。该模型补充了传统的分期系统,可以在现实世界的临床实践中支持个性化的治疗计划和患者咨询。
{"title":"Machine learning-based decision-tree model for patients with single-large hepatocellular carcinoma.","authors":"Yi-Chen Lin, Chun-Ting Ho, Pei-Chang Lee, Chien-An Liu, Shu-Cheng Chou, Yi-Hsiang Huang, Jiing-Chyuan Luo, Ming-Chih Hou, Jaw-Ching Wu, Chien-Wei Su","doi":"10.1097/JCMA.0000000000001324","DOIUrl":"10.1097/JCMA.0000000000001324","url":null,"abstract":"<p><strong>Background: </strong>Single-large hepatocellular carcinoma (SLHCC) is defined as a solitary tumor that is >5 cm and lacks macrovascular invasion or extrahepatic spread. SLHCC is a distinct clinical subtype with considerable prognostic heterogeneity, and available staging systems offer limited predictive accuracy for this subgroup. Therefore, we aimed to develop a machine learning (ML)-based decision-tree model to improve individualized prognostic stratification of SLHCC.</p><p><strong>Methods: </strong>This retrospective study included patients with SLHCC who were diagnosed at Taipei Veterans General Hospital between January 2012 and January 2023. The patients were randomly assigned to a training cohort and a validation cohort. Prognostic factors for overall survival (OS) were identified using multivariate Cox regression and incorporated into a decision-tree algorithm. The model performance was evaluated using accuracy and the area under the receiver operating characteristic curve (AUROC).</p><p><strong>Results: </strong>Among the 477 patients, 307 (64.4%) received curative treatment, and 170 (35.6%) received non-curative therapy. The median age was 70 years, and 77.1% were male. After a median follow-up of 50 months, the 5-year OS rate was 42.0%. Six variables were independently associated with OS: tumor size >10 cm, serum creatinine >1 mg/dL, non-curative treatment, albumin-bilirubin (ALBI) grade 2, fibrosis-4 (FIB-4) score ≥2.67, and serum alpha-fetoprotein (AFP) >20 ng/mL. The decision-tree model incorporated four key variables: treatment modality, creatinine, tumor size, and FIB-4. The model stratified patients into five risk groups. The model's accuracy was 74.3% in the training cohort and 67.1% in the validation cohort, and the AUROCs were 0.756 and 0.706, respectively.</p><p><strong>Conclusion: </strong>The clinically interpretable ML-based decision-tree model effectively stratifies patients with SLHCC according to prognosis using routine clinical and laboratory data. This model complements conventional staging systems and could support personalized treatment planning and patient counseling in real-world clinical practice.</p>","PeriodicalId":94115,"journal":{"name":"Journal of the Chinese Medical Association : JCMA","volume":" ","pages":"45-53"},"PeriodicalIF":2.4,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12815560/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145703444","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Journal of the Chinese Medical Association : JCMA
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