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Effects of Prior Local Therapy by Radical Prostatectomy or Radiotherapy on the Efficacy and Quality of Life of Patients Treated With Darolutamide in ARAMIS 既往根治性前列腺切除术或放疗对ARAMIS患者Darolutamide治疗的疗效和生活质量的影响。
IF 3.1 2区 医学 Q2 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1002/cam4.71343
Matthias Saar, Karim Fizazi, Neal D. Shore, Matthew Smith, Jan-Erik Damber, Andrey Semenov, Maria J. Ribal, Alison Birtle, Jérôme Rigaud, Christopher J. D. Wallis, Marc-Oliver Grimm, Susan Halabi, Andrew J. Armstrong, Ateesha F. Mohamed, Patrick Adorjan, Shankar Srinivasan, Frank Verholen, Alicia K. Morgans, D. Robert Siemens

Background

Darolutamide plus androgen-deprivation therapy (ADT) improved metastasis-free survival (MFS) by 2 years and reduced the risk of death by 31% in nonmetastatic castration-resistant prostate cancer (nmCRPC) in ARAMIS. Prior local therapy may influence the efficacy of subsequent systemic therapy. This post hoc analysis of ARAMIS evaluated the effect of prior local therapy on the efficacy and health-related quality of life (HRQoL) of darolutamide.

Methods

Patients with nmCRPC were randomized to darolutamide (n = 955) or placebo (n = 554) while continuing ADT. MFS, overall survival (OS), time to prostate-specific antigen (PSA) progression, and HRQoL deterioration-free survival (DetFS) were estimated for patients with and without local therapy and by treatment using Kaplan–Meier methods.

Results

Darolutamide increased MFS versus placebo in patients with (HR, 0.36; 95% CI, 0.26–0.48) and without (HR, 0.46; 95% CI, 0.36–0.59) local therapy. Median OS was 48.6 months for placebo without local therapy and not reached in either the darolutamide group or placebo group with local therapy. Darolutamide 3-year OS rates were 86.9% (95% CI, 83.0–90.8) and 79.0% (95% CI, 66.2–78.1) in patients with and without local therapy, respectively. Darolutamide showed evidence of improved OS versus placebo in patients with prior local therapy (HR, 0.80; 95% CI, 0.50–1.30) and a greater effect in those without local therapy (HR, 0.67; 95% CI, 0.50–0.90). Darolutamide delayed time to PSA progression and HRQoL deterioration regardless of local therapy.

Conclusions

Darolutamide versus placebo improved MFS, OS, time to PSA progression, and HRQoL DetFS independent of prior local therapy, consistent with the overall ARAMIS population.

Trial Registration: ClinicalTrials.gov registration: NCT02200614

背景:Darolutamide联合雄激素剥夺疗法(ADT)可将ARAMIS患者非转移性去势抵抗性前列腺癌(nmCRPC)的无转移生存期(MFS)提高2年,并将死亡风险降低31%。先前的局部治疗可能影响随后的全身治疗的效果。ARAMIS的事后分析评估了先前局部治疗对达罗卢胺疗效和健康相关生活质量(HRQoL)的影响。方法:nmCRPC患者在继续ADT的同时随机接受darolutamide (n = 955)或安慰剂(n = 554)治疗。采用Kaplan-Meier方法对接受和不接受局部治疗的患者进行MFS、总生存期(OS)、前列腺特异性抗原(PSA)进展时间和HRQoL无恶化生存期(DetFS)的评估。结果:与安慰剂相比,局部治疗组(HR, 0.36; 95% CI, 0.26-0.48)和非局部治疗组(HR, 0.46; 95% CI, 0.36-0.59)患者的达洛鲁胺增加了MFS。安慰剂组不进行局部治疗的中位OS为48.6个月,达洛鲁胺组和安慰剂组不进行局部治疗。在接受和未接受局部治疗的患者中,达洛鲁胺3年OS率分别为86.9% (95% CI, 83.0-90.8)和79.0% (95% CI, 66.2-78.1)。有证据表明,与安慰剂相比,Darolutamide在既往局部治疗的患者中改善了OS (HR, 0.80; 95% CI, 0.50-1.30),并且在未进行局部治疗的患者中效果更大(HR, 0.67; 95% CI, 0.50-0.90)。Darolutamide延缓了PSA进展和HRQoL恶化的时间,与局部治疗无关。结论:与安慰剂相比,Darolutamide改善了MFS、OS、PSA进展时间和HRQoL DetFS,独立于先前的局部治疗,与ARAMIS总体人群一致。试验注册:ClinicalTrials.gov注册:NCT02200614。
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引用次数: 0
Clinical Outcomes and Healthcare Costs of CART Versus Paracentesis for Malignant Ascites: A Nationwide Retrospective Cohort Study in Japan CART与穿刺治疗恶性腹水的临床结果和医疗费用:日本全国回顾性队列研究
IF 3.1 2区 医学 Q2 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1002/cam4.71491
Yuki Hashimoto, Norihiko Inoue, Shinobu Imai

Background

Paracentesis temporarily relieves malignant ascites but causes hypoalbuminemia. Cell-free and concentrated ascites reinfusion therapy (CART) reinfuses autologous proteins to prevent hypoalbuminemia and has been increasingly used in Japan. However, CART has not been widely adopted outside of Japan, and its benefit remains unclear. We evaluated the clinical outcomes and healthcare costs of CART compared with paracentesis in metastatic cancer.

Methods

This retrospective cohort study included hospitalized patients with metastatic solid cancer receiving CART or paracentesis across Japan (April 2016–March 2023). Baseline characteristics were balanced using overlap propensity-score weighting. Primary outcomes were in-hospital mortality, functional disability, and 30-day unplanned readmission. Secondary outcomes were length of stay (LOS), albumin administration or re-drainage rates, and costs. Mortality risk was assessed using a modified Poisson regression. The composite primary outcomes were assessed using a win-ratio approach.

Results

Among 1159 patients (CART: 457, paracentesis: 702) from 51 hospitals, the CART group had lower mortality than the paracentesis group (28.6% vs. 36.7%; risk ratio: 0.78, 95% confidence intervals [95% CI]: 0.64–0.94). The win-ratio analysis also favored the CART group over the paracentesis group (win ratio: 1.34, 95% CI: 1.09–1.64). Additionally, CART was associated with lower mortality and better composite outcomes than paracentesis, particularly among males, patients with serum albumin ≤ 2.5 g/dL, and those with non-gastrointestinal cancer. Despite higher procedural costs, CART was associated with shorter median LOS (14.1 vs. 19.0 days), lower albumin administration (11.6% vs. 17.3%) and re-drainage (32.7% vs. 52.7%) rates, and lower total median costs (4490.9 [interquartile range: 2042.3–7054.5] vs. 5084.1 [interquartile range: 3054.7–8659.7] USD) than paracentesis.

Conclusions

CART was associated with improved clinical outcomes and healthcare costs over paracentesis among hospitalized patients with metastatic cancer, particularly in males, patients with serum albumin ≤ 2.5 g/dL, and those with non-gastrointestinal cancer. These findings may support clinical decision-making and resource allocation.

背景:穿刺暂时缓解恶性腹水,但引起低白蛋白血症。无细胞和浓缩腹水再输注疗法(CART)重新输注自体蛋白以预防低白蛋白血症,在日本已越来越多地使用。然而,CART尚未在日本以外的地区广泛采用,其益处尚不清楚。我们评估了CART与穿刺治疗转移性癌症的临床结果和医疗费用。方法:本回顾性队列研究纳入了2016年4月- 2023年3月日本接受CART或穿刺治疗的转移性实体癌住院患者。使用重叠倾向-得分加权来平衡基线特征。主要结局是住院死亡率、功能残疾和30天计划外再入院。次要结局是住院时间(LOS)、白蛋白给药或再引流率和费用。使用修正泊松回归评估死亡风险。采用胜比法评估综合主要结局。结果:51家医院1159例患者(CART: 457例,穿刺:702例)中,CART组死亡率低于穿刺组(28.6% vs. 36.7%;风险比:0.78,95%可信区间[95% CI]: 0.64-0.94)。胜比分析也表明CART组优于穿刺术组(胜比:1.34,95% CI: 1.09-1.64)。此外,CART与穿刺相比具有更低的死亡率和更好的综合预后,特别是在男性、血清白蛋白≤2.5 g/dL患者和非胃肠道癌症患者中。尽管手术成本较高,但CART的平均生存时间较短(14.1天vs. 19.0天),白蛋白给药率较低(11.6% vs. 17.3%),再引流率较低(32.7% vs. 52.7%),总平均成本较低(4490.9[四分位数范围:2042.3-7054.5]对5084.1[四分位数范围:3054.7-8659.7]美元)。结论:在转移性癌症住院患者中,尤其是男性、血清白蛋白≤2.5 g/dL患者和非胃肠道癌症患者中,CART与穿刺后临床结果和医疗费用的改善有关。这些发现可能支持临床决策和资源分配。
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引用次数: 0
The Impact of Distance and Income on Pediatric Solid Extracranial Tumors: A Report From CYP-C 距离和收入对儿童实体颅外肿瘤的影响:来自CYP-C的报告。
IF 3.1 2区 医学 Q2 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1002/cam4.71504
Olivia Piccolo, Kara Matheson, Stacey Marjerrison, Ketan Kulkarni, Rodrigo Romao, Craig Erker

Background

The impact of social determinants of health (SDoH) on survival outcomes is unclear in the universal Canadian health care system. We investigated the impact of distance to treatment center and income quintile on survival outcomes in pediatric extracranial solid tumors in Canada.

Methods

Children < 15 years old diagnosed with 7 common solid extracranial tumors from 2001 to 2020 were included using the Cancer in Young People in Canada (CYP-C) data tool. We used logistic regression to examine the association of income quintile and distance on cancer outcomes. We used Cox proportional hazard models to examine associations with time-to-event outcomes (OS) and Fine–Gray competing risk regression (recurrence) adjusting for metastasis, age, region, and tumor location.

Results

The cohort included 3969 patients. Median age was 3.6 years (IQR: 1.3–8.9); 48.7% were female. Tumor diagnosis: 34% neuroblastoma, 21% Wilms tumor, 13% rhabdomyosarcoma, 11% osteosarcoma, 8% Ewing sarcoma, 7% hepatoblastoma, and 6% germ cell tumors. On multivariable analysis, income quintile and distance did not significantly or consistently impact survival across all tumors. In rhabdomyosarcoma, the second lowest income quintile had inferior survival compared to the highest income quintile (p = 0.0264, HR 1.91, 95% CI 1.08, 3.37). In neuroblastoma, the lowest income quintile had inferior survival compared to the highest (p = 0.0052, HR 1.82, 95% CI 1.20, 2.77). Patients diagnosed with hepatoblastoma living > 500 km from a pediatric treatment facility had inferior OS compared to those within 50 km (p = 0.0065, HR 3.29, 95% CI 1.40, 7.79).

Conclusion

Overall, distance and income did not show a consistent significant impact on survival outcomes for children with extracranial solid tumors.

背景:在加拿大全民医疗保健系统中,健康的社会决定因素(SDoH)对生存结果的影响尚不清楚。我们调查了加拿大儿童颅外实体瘤患者到治疗中心的距离和收入五分位数对生存结果的影响。结果:该队列包括3969例患者。中位年龄3.6岁(IQR: 1.3-8.9);48.7%为女性。肿瘤诊断:神经母细胞瘤34%,肾母细胞瘤21%,横纹肌肉瘤13%,骨肉瘤11%,尤文氏肉瘤8%,肝母细胞瘤7%,生殖细胞瘤6%。在多变量分析中,收入五分位数和距离对所有肿瘤的生存率没有显著或持续的影响。在横纹肌肉瘤中,收入第二低的五分之一组的生存率低于收入最高的五分之一组(p = 0.0264, HR 1.91, 95% CI 1.08, 3.37)。在神经母细胞瘤中,收入最低的五分之一的生存率低于收入最高的五分之一(p = 0.0052, HR 1.82, 95% CI 1.20, 2.77)。诊断为肝母细胞瘤的患者生活在距儿科治疗机构500公里以内的患者,其生存期比50公里以内的患者低(p = 0.0065, HR 3.29, 95% CI 1.40, 7.79)。结论:总体而言,距离和收入对颅外实体瘤患儿的生存结果没有一致的显著影响。
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引用次数: 0
Prognostic Factors and Nomogram-Based Prediction Models for Colorectal Cancer Patients With Synchronous Peritoneal Metastasis Undergoing Cytoreductive Surgery: A Retrospective Cohort Study 结直肠癌同步腹膜转移患者行细胞减缩手术的预后因素和基于nomogram预测模型:一项回顾性队列研究。
IF 3.1 2区 医学 Q2 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1002/cam4.71464
Xiaoxu Ge, Guanli Yang, Huiming Wu, Lei Liu, Ming Zhou, Akao Zhu, Xiangxing Kong, Jingjing Wu, Yeting Hu, Kefeng Ding, Lifeng Sun, Jian Wang

Background

Colorectal cancer (CRC) with synchronous peritoneal metastasis (SPM) presents poor prognosis and complex treatment challenges. This study aimed to identify independent prognostic factors and develop nomogram-based prediction models for overall survival (OS) and progression-free survival (PFS) in CRC patients with SPM (CRC-SPM) undergoing cytoreductive surgery (CRS).

Methods

We retrospectively analyzed 218 CRC-SPM treated with CRS between October 2010 and April 2022. Univariate and multivariate Cox regression analyses were used to identify independent prognostic factors for OS and PFS. Nomogram models were constructed based on these factors, and their predictive accuracy was assessed using calibration curves, ROC curves, and Decision Curve Analysis (DCA).

Results

For OS, independent factors included age > 65 years (HR = 2.464, p = 0.005), N2 stage (HR = 2.720, p = 0.005), > 13 lymph nodes resected (HR = 0.496, p = 0.018), and postoperative chemotherapy (HR = 0.300, p = 0.020). For PFS, independent factors were age > 65 years (HR = 1.578, p = 0.040), concurrent liver metastasis (HR = 1.664, p = 0.016), > 14 PCI score (HR = 1.630, p = 0.031), and presence of ascites (HR = 1.706, p = 0.011). Nomogram models for predicting OS and PFS had AUC values of 0.717, 0.759, and 0.773 for OS, and 0.659, 0.689, and 0.790 for PFS at 1, 2, and 3 years, respectively.

Conclusion

This study identified key prognostic factors and developed reliable nomogram models for predicting OS and PFS in CRC-SPM. The findings highlight the importance of postoperative chemotherapy and intraoperative lymph node dissection and suggest focusing on high-risk factors such as age and N2 stage in clinical practice. The nomogram models provide a valuable tool for personalized prognosis assessment and treatment planning.

背景:结直肠癌伴同步腹膜转移(SPM)预后差,治疗难度大。本研究旨在确定接受细胞减少手术(CRS)的结直肠癌合并SPM (CRC-SPM)患者的独立预后因素,并建立基于nomogram预测模型,预测总生存期(OS)和无进展生存期(PFS)。方法:回顾性分析2010年10月至2022年4月期间218例CRS治疗的CRC-SPM。采用单因素和多因素Cox回归分析确定OS和PFS的独立预后因素。基于这些因素构建Nomogram模型,并通过校正曲线、ROC曲线和决策曲线分析(Decision Curve Analysis, DCA)对模型的预测精度进行评估。结果:对于OS,独立因素包括年龄> ~ 65岁(HR = 2.464, p = 0.005)、N2分期(HR = 2.720, p = 0.005)、> ~ 13个淋巴结切除(HR = 0.496, p = 0.018)、术后化疗(HR = 0.300, p = 0.020)。PFS的独立因素为年龄> ~ 65岁(HR = 1.578, p = 0.040)、并发肝转移(HR = 1.664, p = 0.016)、> ~ 14 PCI评分(HR = 1.630, p = 0.031)、是否存在腹水(HR = 1.706, p = 0.011)。预测OS和PFS的Nomogram模型在1年、2年和3年的AUC分别为0.717、0.759和0.773,PFS的AUC分别为0.659、0.689和0.790。结论:本研究确定了关键预后因素,并建立了可靠的nomogram模型来预测CRC-SPM患者的OS和PFS。研究结果强调了术后化疗和术中淋巴结清扫的重要性,并建议在临床实践中关注年龄、N2期等高危因素。nomographic模型为个性化预后评估和治疗计划提供了有价值的工具。
{"title":"Prognostic Factors and Nomogram-Based Prediction Models for Colorectal Cancer Patients With Synchronous Peritoneal Metastasis Undergoing Cytoreductive Surgery: A Retrospective Cohort Study","authors":"Xiaoxu Ge,&nbsp;Guanli Yang,&nbsp;Huiming Wu,&nbsp;Lei Liu,&nbsp;Ming Zhou,&nbsp;Akao Zhu,&nbsp;Xiangxing Kong,&nbsp;Jingjing Wu,&nbsp;Yeting Hu,&nbsp;Kefeng Ding,&nbsp;Lifeng Sun,&nbsp;Jian Wang","doi":"10.1002/cam4.71464","DOIUrl":"10.1002/cam4.71464","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background</h3>\u0000 \u0000 <p>Colorectal cancer (CRC) with synchronous peritoneal metastasis (SPM) presents poor prognosis and complex treatment challenges. This study aimed to identify independent prognostic factors and develop nomogram-based prediction models for overall survival (OS) and progression-free survival (PFS) in CRC patients with SPM (CRC-SPM) undergoing cytoreductive surgery (CRS).</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>We retrospectively analyzed 218 CRC-SPM treated with CRS between October 2010 and April 2022. Univariate and multivariate Cox regression analyses were used to identify independent prognostic factors for OS and PFS. Nomogram models were constructed based on these factors, and their predictive accuracy was assessed using calibration curves, ROC curves, and Decision Curve Analysis (DCA).</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>For OS, independent factors included age &gt; 65 years (HR = 2.464, <i>p</i> = 0.005), N2 stage (HR = 2.720, <i>p</i> = 0.005), &gt; 13 lymph nodes resected (HR = 0.496, <i>p</i> = 0.018), and postoperative chemotherapy (HR = 0.300, <i>p</i> = 0.020). For PFS, independent factors were age &gt; 65 years (HR = 1.578, <i>p</i> = 0.040), concurrent liver metastasis (HR = 1.664, <i>p</i> = 0.016), &gt; 14 PCI score (HR = 1.630, <i>p</i> = 0.031), and presence of ascites (HR = 1.706, <i>p</i> = 0.011). Nomogram models for predicting OS and PFS had AUC values of 0.717, 0.759, and 0.773 for OS, and 0.659, 0.689, and 0.790 for PFS at 1, 2, and 3 years, respectively.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusion</h3>\u0000 \u0000 <p>This study identified key prognostic factors and developed reliable nomogram models for predicting OS and PFS in CRC-SPM. The findings highlight the importance of postoperative chemotherapy and intraoperative lymph node dissection and suggest focusing on high-risk factors such as age and N2 stage in clinical practice. The nomogram models provide a valuable tool for personalized prognosis assessment and treatment planning.</p>\u0000 </section>\u0000 </div>","PeriodicalId":139,"journal":{"name":"Cancer Medicine","volume":"15 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12742547/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145831852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Novel MPT-Driven Necrosis-Related lncRNA Signature for Prognostic Prediction in Hepatocellular Carcinoma: Validation Using Organoids 一种新的mpt驱动的坏死相关lncRNA标记用于肝细胞癌的预后预测:使用类器官进行验证。
IF 3.1 2区 医学 Q2 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1002/cam4.71445
Yang Liu, Liye Tao, Zefeng Shen, Junhao Zheng, Yali Wang, Meijie Chen, Yangyang Xie, Hongjun Chen, Jingwei Cai, Haoyu Pan, Shihao Li, Renan Jin, Junjie Xu, Xiao Liang

Background

Mitochondrial permeability transition (MPT)-driven necrosis, a recently identified form of programmed cell death, significantly influences tumor progression, therapy response, and prognosis. However, research on mitochondrial permeability transition-driven necrosis-related long non-coding ribonucleic acids (MPTDNRlncRNAs) in hepatocellular carcinoma (HCC) remains limited.

Methods

In the current study, we aimed to construct an MPTDNRlncRNA signature to predict survival and classify patients with HCC. RNA sequencing and clinical data were sourced from the Cancer Genome Atlas database, while MPT-driven necrosis-linked genes were obtained from the Gene Set Enrichment Analysis database. We identified MPTDNRlncRNAs in HCC tumor tissues and deployed the least absolute shrinkage and selection operator-Cox analysis to construct a predictive lncRNA signature. Immune cell infiltration variations were analyzed between high- and low-risk subgroups. The MPTDNRlncRNA signature performance was estimated using statistical methodologies, and bioinformatics methods were utilized to investigate functional and pathway differences across risk groups.

Results

A seven-lncRNA signature specific to HCC was developed, and its predictive accuracy was systematically evaluated using survival analysis, time-dependent receiver operating characteristic curves, and Cox regression analyses. Correlation analysis demonstrated a strong association between the lncRNA signature and immune cell infiltration, several immune checkpoint targets, and its significant prognostic value for patients with HCC. Additionally, LINC02313 was recognized as a hub lncRNA in vitro, demonstrating its role in promoting cell proliferation and tumor metastasis. Finally, we validated the function of LINC02313 using a liver cancer organoid model.

Conclusion

The effective construction of an MPT-driven necrosis-related prognostic model highlights its potential to independently predict the prognosis of patients with HCC. These findings not only deepen our understanding of MPT-driven necrosis but also offer novel theoretical foundations for developing more effective treatment strategies. The gene LINC02313 has been identified as a promoter of HCC's ability to proliferate and invade, underscoring its potential as a therapeutic target for HCC.

背景:线粒体通透性转移(MPT)驱动的坏死是最近发现的一种程序性细胞死亡形式,它显著影响肿瘤进展、治疗反应和预后。然而,对肝细胞癌(HCC)中线粒体通透性过渡驱动的坏死相关长链非编码核糖核酸(MPTDNRlncRNAs)的研究仍然有限。方法:在本研究中,我们旨在构建MPTDNRlncRNA标记来预测HCC患者的生存和分类。RNA测序和临床数据来自Cancer Genome Atlas数据库,而mpt驱动的坏死相关基因来自Gene Set Enrichment Analysis数据库。我们确定了HCC肿瘤组织中的mptdnrlncrna,并采用最小绝对收缩和选择算子- cox分析来构建预测lncRNA特征。分析免疫细胞浸润在高危亚组和低危亚组之间的变化。使用统计方法估计MPTDNRlncRNA的签名性能,并使用生物信息学方法研究风险组之间的功能和途径差异。结果:开发了HCC特异性的7个lncrna特征,并通过生存分析、随时间变化的受试者工作特征曲线和Cox回归分析系统地评估了其预测准确性。相关分析显示lncRNA特征与免疫细胞浸润、几种免疫检查点靶点之间存在较强的相关性,对HCC患者具有重要的预后价值。此外,LINC02313在体外被确认为枢纽lncRNA,证明其在促进细胞增殖和肿瘤转移中的作用。最后,我们利用肝癌类器官模型验证了LINC02313的功能。结论:mpt驱动的坏死相关预后模型的有效构建凸显了其独立预测HCC患者预后的潜力。这些发现不仅加深了我们对mpt驱动性坏死的理解,而且为开发更有效的治疗策略提供了新的理论基础。基因LINC02313已被确定为HCC增殖和侵袭能力的启动子,强调其作为HCC治疗靶点的潜力。
{"title":"A Novel MPT-Driven Necrosis-Related lncRNA Signature for Prognostic Prediction in Hepatocellular Carcinoma: Validation Using Organoids","authors":"Yang Liu,&nbsp;Liye Tao,&nbsp;Zefeng Shen,&nbsp;Junhao Zheng,&nbsp;Yali Wang,&nbsp;Meijie Chen,&nbsp;Yangyang Xie,&nbsp;Hongjun Chen,&nbsp;Jingwei Cai,&nbsp;Haoyu Pan,&nbsp;Shihao Li,&nbsp;Renan Jin,&nbsp;Junjie Xu,&nbsp;Xiao Liang","doi":"10.1002/cam4.71445","DOIUrl":"10.1002/cam4.71445","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background</h3>\u0000 \u0000 <p>Mitochondrial permeability transition (MPT)-driven necrosis, a recently identified form of programmed cell death, significantly influences tumor progression, therapy response, and prognosis. However, research on mitochondrial permeability transition-driven necrosis-related long non-coding ribonucleic acids (MPTDNRlncRNAs) in hepatocellular carcinoma (HCC) remains limited.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>In the current study, we aimed to construct an MPTDNRlncRNA signature to predict survival and classify patients with HCC. RNA sequencing and clinical data were sourced from the Cancer Genome Atlas database, while MPT-driven necrosis-linked genes were obtained from the Gene Set Enrichment Analysis database. We identified MPTDNRlncRNAs in HCC tumor tissues and deployed the least absolute shrinkage and selection operator-Cox analysis to construct a predictive lncRNA signature. Immune cell infiltration variations were analyzed between high- and low-risk subgroups. The MPTDNRlncRNA signature performance was estimated using statistical methodologies, and bioinformatics methods were utilized to investigate functional and pathway differences across risk groups.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>A seven-lncRNA signature specific to HCC was developed, and its predictive accuracy was systematically evaluated using survival analysis, time-dependent receiver operating characteristic curves, and Cox regression analyses. Correlation analysis demonstrated a strong association between the lncRNA signature and immune cell infiltration, several immune checkpoint targets, and its significant prognostic value for patients with HCC. Additionally, <i>LINC02313</i> was recognized as a hub lncRNA in vitro, demonstrating its role in promoting cell proliferation and tumor metastasis. Finally, we validated the function of <i>LINC02313</i> using a liver cancer organoid model.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusion</h3>\u0000 \u0000 <p>The effective construction of an MPT-driven necrosis-related prognostic model highlights its potential to independently predict the prognosis of patients with HCC. These findings not only deepen our understanding of MPT-driven necrosis but also offer novel theoretical foundations for developing more effective treatment strategies. The gene <i>LINC02313</i> has been identified as a promoter of HCC's ability to proliferate and invade, underscoring its potential as a therapeutic target for HCC.</p>\u0000 </section>\u0000 </div>","PeriodicalId":139,"journal":{"name":"Cancer Medicine","volume":"15 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12743202/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145843221","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Network and Gene Set Enrichment Analysis of Adipokine Drivers of Prostate Cancer; Unravelling the Mechanistic Link Between Excess Adiposity and Prostate Cancer Risk 前列腺癌脂肪因子驱动因子网络及基因集富集分析揭示过度肥胖与前列腺癌风险之间的机制联系。
IF 3.1 2区 医学 Q2 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1002/cam4.71468
Zachary Dovey, Elena Tomas Bort, Jeffrey I. Mechanick

Background

Adiposity-Based Chronic Disease (ABCD), a novel model housing obesity, insulin resistance, and adipokine-related inflammation, increases the risk of aggressive prostate cancer (PCa), posttreatment PCa recurrence, and PCa mortality. This paper provides a new network analysis of relevant metabolic drivers to provide insight into the ABCD–PCa relationship.

Methods

A literature search was performed using the terms “prostate cancer” AND “obesity” AND “inflammation”, with 629 references found, from which 17 reviews were chosen. Biomarkers identified from these reviews were characterized by cellular origin, signaling pathway, and oncogenic effect. The Webgestalt gene analysis toolkit was then used to generate modular-based network analyses and gene ontology (GO) categories of these biomarkers for interpretation.

Results

14 prominent biomarkers were identified influencing PCa risk through cellular proliferation, resisting cell death, metabolic reprogramming, tumor-promoting inflammation, avoiding immune destruction, angiogenesis, and activating invasion. Network analyses of biomarker interactions highlighted prominent roles of monocyte chemoattractant protein-1, interleukin-1β, and C-X-C motif chemokine ligand 1. Top GO categories for the wider ABCD-PCa network found key roles of ABCD-gut microbiome dysbiosis and exposure of periprostatic white adipose tissue to the prostate microbiome (involving bacterial and lipopolysaccharide-induced inflammation).

Conclusion

Top hypotheses to guide molecular targeted therapies and lifestyle biomarker panels for PCa in ABCD relate to MCP-1, IL-1β, and CXCL1 signaling, as well as gut microbiome dysbiosis and the exposure of the periprostatic adipose tissue to the prostate microbiome. Further research and possible clinical trials allowing histological examination of pre- and post-lifestyle intervention PCa tissue may provide further insights.

背景:脂肪性慢性疾病(ABCD)是一种包含肥胖、胰岛素抵抗和脂肪因子相关炎症的新模型,它增加了侵袭性前列腺癌(PCa)、治疗后PCa复发和PCa死亡率的风险。本文提供了一种新的网络分析相关代谢驱动因素,以深入了解ABCD-PCa关系。方法:以“前列腺癌”、“肥胖”、“炎症”为检索词,检索文献629篇,从中选取17篇综述。从这些综述中鉴定出的生物标志物具有细胞起源、信号通路和致癌作用的特征。然后使用Webgestalt基因分析工具包生成基于模块的网络分析和这些生物标记物的基因本体论(GO)类别以进行解释。结果:确定了14个重要的生物标志物,通过细胞增殖、抵抗细胞死亡、代谢重编程、促肿瘤炎症、避免免疫破坏、血管生成和激活入侵来影响PCa的风险。生物标志物相互作用的网络分析强调了单核细胞趋化蛋白-1、白细胞介素-1β和C-X-C基序趋化因子配体1的重要作用。更广泛的ABCD-PCa网络的顶级GO类别发现了abcd -肠道微生物群失调和前列腺周围白色脂肪组织暴露于前列腺微生物群(涉及细菌和脂多糖诱导的炎症)的关键作用。结论:指导ABCD前列腺癌分子靶向治疗和生活方式生物标志物研究的主要假设与MCP-1、IL-1β和CXCL1信号传导、肠道微生物群失调和前列腺周围脂肪组织暴露于前列腺微生物群有关。进一步的研究和可能的临床试验允许对生活方式干预前后的PCa组织进行组织学检查,可能会提供进一步的见解。
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引用次数: 0
Tumor Control After Radiosurgery in Sporadic and Neurofibromatosis Type 2 Vestibular Schwannomas 散发性神经纤维瘤病2型前庭神经鞘瘤放疗后的肿瘤控制。
IF 3.1 2区 医学 Q2 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1002/cam4.71480
So Young Ji, Young-Hoon Kim, Won Seok Chang, Ho Kang, Jung-Il Lee, Jung Ho Han, Chae-Yong Kim, Jong Hyun Kim, Hae Won Roh, Jeong-Hyun Hwang, Seong-Hyun Park, Young-Cho Koh, Joon Cho, Seok Keun Choi, Chang Kyu Park, Se-Hyuk Kim, Tae Hoon Roh, Sang Ryul Lee, Sang-Won Lee, Soon-Ki Sung, Moo Seong Kim, Won Hee Lee, Sun-Il Lee, Seon-Hwan Kim, Sae Hun Kim, Kyung Hwan Kim, Jung-Won Choi, Ho Jun Seol, Young Hyun Cho, Junhyung Kim, Hyun Ho Jung, Jong Hee Chang

Introduction

The tumor control rate after stereotactic radiosurgery (SRS) for neurofibromatosis type 2-associated vestibular schwannomas (NF2-VSs) compared to sporadic vestibular schwannomas (S-VSs) remains unclear. This nationwide, multicenter, retrospective study (KGKRS-21-001) aimed to clarify this issue.

Methods

A total of 4718 patients treated with SRS for vestibular schwannomas were analyzed from 13 nationwide institutions in Korea. NF2-VS cases were propensity score-matched with S-VS cases at a ratio of 1:1, based on age, tumor volume, and marginal dose, resulting in 122 cases in each group.

Results

No significant differences in age, tumor volume, or marginal dose were observed between the matched cohorts. The overall tumor control rates at 1, 3, and 10 years after SRS were 93.3%, 87.7%, and 80.7%, respectively, with no significant difference between NF2-VS and S-VS groups (p = 0.63). Subgroup analysis showed that age ≤ 19 years was a significant negative prognostic factor for tumor control in NF2-VS patients (p < 0.001), whereas no such correlation was found in the S-VS cohort (p = 0.78).

Conclusions

SRS provides comparable tumor control for NF2-VSs and S-VSs. However, among NF2-VS patients, younger age (≤ 19 years) was associated with poorer tumor control, suggesting that age may be a critical factor in treatment decisions.

导论:与散发性前庭神经鞘瘤(S-VSs)相比,立体定向放疗(SRS)治疗2型神经纤维瘤病相关前庭神经鞘瘤(NF2-VSs)后的肿瘤控制率尚不清楚。这项全国性、多中心、回顾性研究(KGKRS-21-001)旨在澄清这一问题。方法:对韩国13家全国性机构接受SRS治疗的4718例前庭神经鞘瘤患者进行分析。根据年龄、肿瘤体积、边际剂量,将NF2-VS与S-VS按1:1的比例进行倾向评分匹配,每组122例。结果:在匹配的队列中,年龄、肿瘤体积或边际剂量没有显著差异。SRS后1年、3年和10年的总体肿瘤控制率分别为93.3%、87.7%和80.7%,NF2-VS组与S-VS组间差异无统计学意义(p = 0.63)。亚组分析显示,年龄≤19岁是影响NF2-VS患者肿瘤控制的显著负面预后因素(p)。结论:SRS对NF2-VS和s - vs的肿瘤控制具有可比性。然而,在NF2-VS患者中,年龄较小(≤19岁)与较差的肿瘤控制相关,这表明年龄可能是治疗决策的关键因素。
{"title":"Tumor Control After Radiosurgery in Sporadic and Neurofibromatosis Type 2 Vestibular Schwannomas","authors":"So Young Ji,&nbsp;Young-Hoon Kim,&nbsp;Won Seok Chang,&nbsp;Ho Kang,&nbsp;Jung-Il Lee,&nbsp;Jung Ho Han,&nbsp;Chae-Yong Kim,&nbsp;Jong Hyun Kim,&nbsp;Hae Won Roh,&nbsp;Jeong-Hyun Hwang,&nbsp;Seong-Hyun Park,&nbsp;Young-Cho Koh,&nbsp;Joon Cho,&nbsp;Seok Keun Choi,&nbsp;Chang Kyu Park,&nbsp;Se-Hyuk Kim,&nbsp;Tae Hoon Roh,&nbsp;Sang Ryul Lee,&nbsp;Sang-Won Lee,&nbsp;Soon-Ki Sung,&nbsp;Moo Seong Kim,&nbsp;Won Hee Lee,&nbsp;Sun-Il Lee,&nbsp;Seon-Hwan Kim,&nbsp;Sae Hun Kim,&nbsp;Kyung Hwan Kim,&nbsp;Jung-Won Choi,&nbsp;Ho Jun Seol,&nbsp;Young Hyun Cho,&nbsp;Junhyung Kim,&nbsp;Hyun Ho Jung,&nbsp;Jong Hee Chang","doi":"10.1002/cam4.71480","DOIUrl":"10.1002/cam4.71480","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Introduction</h3>\u0000 \u0000 <p>The tumor control rate after stereotactic radiosurgery (SRS) for neurofibromatosis type 2-associated vestibular schwannomas (NF2-VSs) compared to sporadic vestibular schwannomas (S-VSs) remains unclear. This nationwide, multicenter, retrospective study (KGKRS-21-001) aimed to clarify this issue.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>A total of 4718 patients treated with SRS for vestibular schwannomas were analyzed from 13 nationwide institutions in Korea. NF2-VS cases were propensity score-matched with S-VS cases at a ratio of 1:1, based on age, tumor volume, and marginal dose, resulting in 122 cases in each group.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>No significant differences in age, tumor volume, or marginal dose were observed between the matched cohorts. The overall tumor control rates at 1, 3, and 10 years after SRS were 93.3%, 87.7%, and 80.7%, respectively, with no significant difference between NF2-VS and S-VS groups (<i>p</i> = 0.63). Subgroup analysis showed that age ≤ 19 years was a significant negative prognostic factor for tumor control in NF2-VS patients (<i>p</i> &lt; 0.001), whereas no such correlation was found in the S-VS cohort (<i>p</i> = 0.78).</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>SRS provides comparable tumor control for NF2-VSs and S-VSs. However, among NF2-VS patients, younger age (≤ 19 years) was associated with poorer tumor control, suggesting that age may be a critical factor in treatment decisions.</p>\u0000 </section>\u0000 </div>","PeriodicalId":139,"journal":{"name":"Cancer Medicine","volume":"15 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12743036/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145843202","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of Postdiagnosis Health Behaviors and Behavior Changes on Prognosis in Colorectal Cancer Patients: Evidence From Real-World Data 结直肠癌患者诊断后健康行为和行为改变对预后的影响:来自真实世界数据的证据
IF 3.1 2区 医学 Q2 ONCOLOGY Pub Date : 2025-12-21 DOI: 10.1002/cam4.71461
Donghyun Won, Ji Yoon Baek, Ji Won Park, Jeeyoo Lee, Sooyoung Cho, Aesun Shin

Background

Colorectal cancer (CRC) is a prevalent cancer worldwide, but encouraging healthier lifestyle choices among survivors may improve their prognosis. We aimed to evaluate health habits adopted after diagnosis and their impact on prognosis.

Methods

For this population-based retrospective cohort study, we used data from the Cancer Public Library Database (CPLD), which consists of four major population-based public sources in Korea with cancer patients diagnosed between 2012 and 2019. Information on anthropometric measures, physical activity, alcohol consumption, and smoking status before and after cancer diagnosis was used. Hazard ratios (HRs) for all-cause deaths with 95% confidence intervals (CIs) were estimated via the Cox proportional hazards model.

Results

Among the 7553 CRC patients, postdiagnosis physical activity was significantly related to decreased risk of death among those who were diagnosed with stage I or III CRC (p for trend < 0.05). The analysis of 4588 patients revealed that increased physical activity (stage I: adjusted HR [aHR] = 0.60, 95% CI = 0.29–1.22; stage II: aHR = 0.86, 95% CI = 0.49–1.52; stage III: aHR = 0.60, 95% CI = 0.36–0.99) or smoking cessation (stage I: aHR = 0.81, 95% CI = 0.28–2.35; stage II: aHR = 0.36, 95% CI = 0.16–0.81; stage III: aHR = 0.89, 95% CI = 0.42–1.87), were associated with poor prognosis compared to those who consistently remained physically inactive or continued to smoke.

Conclusion

The present study provides compelling evidence on the benefits of increased physical activity and smoking cessation after CRC diagnosis for improved survival.

背景:结直肠癌(CRC)是世界范围内的一种常见癌症,但鼓励幸存者选择更健康的生活方式可能会改善他们的预后。我们旨在评估诊断后养成的健康习惯及其对预后的影响。方法:在这项基于人群的回顾性队列研究中,我们使用了来自癌症公共图书馆数据库(CPLD)的数据,该数据库由2012年至2019年期间诊断的韩国癌症患者的四个主要基于人群的公共来源组成。研究使用了癌症诊断前后的人体测量、身体活动、饮酒和吸烟状况等信息。通过Cox比例风险模型估计95%置信区间的全因死亡风险比(hr)。结果:在7553例结直肠癌患者中,诊断后体育活动与诊断为I期或III期结直肠癌患者死亡风险的降低显著相关(p为趋势)。结论:本研究提供了令人信服的证据,证明结直肠癌诊断后增加体育活动和戒烟对提高生存率有好处。
{"title":"Impact of Postdiagnosis Health Behaviors and Behavior Changes on Prognosis in Colorectal Cancer Patients: Evidence From Real-World Data","authors":"Donghyun Won,&nbsp;Ji Yoon Baek,&nbsp;Ji Won Park,&nbsp;Jeeyoo Lee,&nbsp;Sooyoung Cho,&nbsp;Aesun Shin","doi":"10.1002/cam4.71461","DOIUrl":"10.1002/cam4.71461","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background</h3>\u0000 \u0000 <p>Colorectal cancer (CRC) is a prevalent cancer worldwide, but encouraging healthier lifestyle choices among survivors may improve their prognosis. We aimed to evaluate health habits adopted after diagnosis and their impact on prognosis.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>For this population-based retrospective cohort study, we used data from the Cancer Public Library Database (CPLD), which consists of four major population-based public sources in Korea with cancer patients diagnosed between 2012 and 2019. Information on anthropometric measures, physical activity, alcohol consumption, and smoking status before and after cancer diagnosis was used. Hazard ratios (HRs) for all-cause deaths with 95% confidence intervals (CIs) were estimated via the Cox proportional hazards model.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Among the 7553 CRC patients, postdiagnosis physical activity was significantly related to decreased risk of death among those who were diagnosed with stage I or III CRC (<i>p</i> for trend &lt; 0.05). The analysis of 4588 patients revealed that increased physical activity (stage I: adjusted HR [aHR] = 0.60, 95% CI = 0.29–1.22; stage II: aHR = 0.86, 95% CI = 0.49–1.52; stage III: aHR = 0.60, 95% CI = 0.36–0.99) or smoking cessation (stage I: aHR = 0.81, 95% CI = 0.28–2.35; stage II: aHR = 0.36, 95% CI = 0.16–0.81; stage III: aHR = 0.89, 95% CI = 0.42–1.87), were associated with poor prognosis compared to those who consistently remained physically inactive or continued to smoke.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusion</h3>\u0000 \u0000 <p>The present study provides compelling evidence on the benefits of increased physical activity and smoking cessation after CRC diagnosis for improved survival.</p>\u0000 </section>\u0000 </div>","PeriodicalId":139,"journal":{"name":"Cancer Medicine","volume":"14 24","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12718552/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145802720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrating NLP to Enhance Algorithmic Identification of Metastatic and Castration-Resistant Prostate Cancer in Large Claims-Based Studies 整合NLP在大型声明为基础的研究中增强转移性和去势抵抗性前列腺癌的算法识别。
IF 3.1 2区 医学 Q2 ONCOLOGY Pub Date : 2025-12-21 DOI: 10.1002/cam4.71406
Shannon R. Stock, Joshua A. Parrish, Michael T. Burns, Jessica L. Janes, Justin Waller, Amanda M. De Hoedt, Sameer Ghate, Jeri Kim, Irene M. Shui, Stephen J. Freedland

Purpose

Accurate classification of prostate cancer (PC) disease states defined by the presence or absence of metastasis and castration resistance (CRPC) is critical but challenging in population-based research. As chart review is not feasible on a large scale, accurate automated methods are needed.

Methods

We conducted a retrospective study using data from the Veterans Affairs Health Care System to evaluate algorithms for identifying CRPC and metastatic PC, with manual chart review as the gold standard. Our analysis included 8336 patients for CRPC classification and 721 for metastatic disease classification. For CRPC classification, we assessed one novel algorithm using criteria including rising prostate-specific antigen levels or progression to metastatic disease while receiving androgen deprivation therapy or initiating CRPC-specific treatments. For metastatic disease detection, we assessed four algorithms based on: ICD codes alone, natural language processing (NLP) alone, a novel algorithm combining ICD codes and treatment patterns, and an enhanced version of the novel algorithm integrating NLP, evaluating the sensitivity and specificity of each. Positive and negative predictive values were reported across a range of assumed disease prevalence.

Results

Out of 8336 patients with PC, 1190 (14.3%) were identified as having CRPC through chart review, with the CRPC algorithm achieving 85.1% sensitivity and 96.1% specificity. Among 721 patients evaluated for metastatic disease, 179 (24.8%) were identified as having metastatic disease through chart review. The algorithm combining ICD codes, treatment patterns, and NLP demonstrated the highest sensitivity (94.4%) and high specificity (93.0%), while other methods had lower sensitivity with varied specificity.

Conclusions

Our findings suggest that our CRPC algorithm and the combined ICD codes, treatment patterns, and NLP algorithm for metastasis are effective automated approaches for identifying advanced states of PC. In particular, integrating NLP boosted sensitivity for metastatic classification with minimal specificity trade-off, highlighting the value of a multifaceted approach to large-scale PC research.

目的:在基于人群的研究中,通过是否存在转移和去势抵抗(CRPC)来确定前列腺癌(PC)疾病状态的准确分类是至关重要的,但也是具有挑战性的。由于海图审查在大规模上是不可行的,因此需要精确的自动化方法。方法:我们进行了一项回顾性研究,使用退伍军人事务卫生保健系统的数据来评估识别CRPC和转移性PC的算法,以手工图表审查为金标准。我们的分析包括8336例CRPC分类患者和721例转移性疾病分类患者。对于CRPC的分类,我们评估了一种新的算法,该算法使用的标准包括在接受雄激素剥夺治疗或开始CRPC特异性治疗时前列腺特异性抗原水平升高或转移性疾病进展。对于转移性疾病检测,我们评估了四种基于以下方法的算法:单独的ICD代码,单独的自然语言处理(NLP),结合ICD代码和治疗模式的新算法,以及集成NLP的新算法的增强版本,评估了每种算法的敏感性和特异性。在一系列假定的疾病流行率中报告了阳性和阴性预测值。结果:在8336例PC患者中,通过图表复习,鉴定出1190例(14.3%)为CRPC, CRPC算法的敏感性为85.1%,特异性为96.1%。在721例被评估为转移性疾病的患者中,179例(24.8%)通过图表审查确定为转移性疾病。结合ICD编码、治疗模式和NLP的算法灵敏度最高(94.4%),特异性高(93.0%),而其他方法灵敏度较低,特异性不同。结论:我们的研究结果表明,我们的CRPC算法以及结合ICD代码、治疗模式和转移的NLP算法是识别晚期PC的有效自动化方法。特别是,整合NLP以最小的特异性权衡提高了转移性分类的敏感性,突出了大规模PC研究的多方面方法的价值。
{"title":"Integrating NLP to Enhance Algorithmic Identification of Metastatic and Castration-Resistant Prostate Cancer in Large Claims-Based Studies","authors":"Shannon R. Stock,&nbsp;Joshua A. Parrish,&nbsp;Michael T. Burns,&nbsp;Jessica L. Janes,&nbsp;Justin Waller,&nbsp;Amanda M. De Hoedt,&nbsp;Sameer Ghate,&nbsp;Jeri Kim,&nbsp;Irene M. Shui,&nbsp;Stephen J. Freedland","doi":"10.1002/cam4.71406","DOIUrl":"10.1002/cam4.71406","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Purpose</h3>\u0000 \u0000 <p>Accurate classification of prostate cancer (PC) disease states defined by the presence or absence of metastasis and castration resistance (CRPC) is critical but challenging in population-based research. As chart review is not feasible on a large scale, accurate automated methods are needed.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>We conducted a retrospective study using data from the Veterans Affairs Health Care System to evaluate algorithms for identifying CRPC and metastatic PC, with manual chart review as the gold standard. Our analysis included 8336 patients for CRPC classification and 721 for metastatic disease classification. For CRPC classification, we assessed one novel algorithm using criteria including rising prostate-specific antigen levels or progression to metastatic disease while receiving androgen deprivation therapy or initiating CRPC-specific treatments. For metastatic disease detection, we assessed four algorithms based on: ICD codes alone, natural language processing (NLP) alone, a novel algorithm combining ICD codes and treatment patterns, and an enhanced version of the novel algorithm integrating NLP, evaluating the sensitivity and specificity of each. Positive and negative predictive values were reported across a range of assumed disease prevalence.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Out of 8336 patients with PC, 1190 (14.3%) were identified as having CRPC through chart review, with the CRPC algorithm achieving 85.1% sensitivity and 96.1% specificity. Among 721 patients evaluated for metastatic disease, 179 (24.8%) were identified as having metastatic disease through chart review. The algorithm combining ICD codes, treatment patterns, and NLP demonstrated the highest sensitivity (94.4%) and high specificity (93.0%), while other methods had lower sensitivity with varied specificity.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>Our findings suggest that our CRPC algorithm and the combined ICD codes, treatment patterns, and NLP algorithm for metastasis are effective automated approaches for identifying advanced states of PC. In particular, integrating NLP boosted sensitivity for metastatic classification with minimal specificity trade-off, highlighting the value of a multifaceted approach to large-scale PC research.</p>\u0000 </section>\u0000 </div>","PeriodicalId":139,"journal":{"name":"Cancer Medicine","volume":"14 24","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12719047/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145802640","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Healthcare Resource Utilization and Costs in Patients With Chronic Lymphocytic Leukemia or Small Lymphocytic Leukemia Treated With Covalent Bruton's Tyrosine Kinase Inhibitors: Real-World Impact of Cardiovascular Adverse Events 用共价布鲁顿酪氨酸激酶抑制剂治疗慢性淋巴细胞白血病或小淋巴细胞白血病患者的医疗资源利用和成本:心血管不良事件的实际影响
IF 3.1 2区 医学 Q2 ONCOLOGY Pub Date : 2025-12-21 DOI: 10.1002/cam4.71484
Mavis Obeng-Kusi, Enrico De Nigris, Siyang Leng, Mohammed Z. H. Farooqui, Halit O. Yapici, Ian Weimer, Weiqi Jiao, Hayden W. Hyatt, Xuan Zhang, Kunal Lodaya, David Dingli

Introduction

Although covalent Bruton's tyrosine kinase inhibitors (cBTKis) have transformed treatment of chronic lymphocytic leukemia and small lymphocytic leukemia (CLL/SLL), cBTKi-related cardiotoxicity is a known side effect. This real-world study evaluated incident cardiovascular adverse events (CVAE), healthcare resource utilization (HCRU), and costs among patients with CLL/SLL receiving cBTKis.

Methods

Adult patients with CLL/SLL who initiated ibrutinib or acalabrutinib treatment (index date) between 2020 and 2023 were identified using US claims data and followed up to 36 months post-index. Incident CVAEs (not present pre-index) were assessed during cBTKi treatment and patients were stratified by CVAE status. HCRU and costs were evaluated per 1000 patient-months (PPPM).

Results

Overall, 2069 patients were identified (mean age of 73.7 ± 9.1 years, 40.4% female) with a mean treatment-specific observation period of 11.4 ± 9.5 months. At least one incident CVAE was observed in 442 (21.4%) patients. The incidence rate was 21.6 PPPM for hypertension, 8.9 PPPM for atrial fibrillation, 8.6 PPPM for ventricular arrhythmias, and 8.3 PPPM for atrial flutter. Patients with incident CVAEs had significantly more total medical service days PPPM (4334 vs. 3138, p < 0.001), primarily driven by increased inpatient (690 vs. 230), outpatient (2798 vs. 2425), other visit (662 vs. 375), and ER days (184 vs. 109) than those without CVAEs. Total healthcare costs (PPPM) were substantially higher for patients with incident CVAEs ($20,250,560 vs. $17,413,460, p < 0.001) mainly due to higher inpatient ($3,417,948 vs. $915,839, p < 0.001), outpatient ($2,415,060 vs. $1,769,628, p < 0.01), and ER costs ($186,820 vs. $87,585, p < 0.001).

Conclusions

The observed class-effect of high CVAEs with cBTKis underscores the unmet need for safer, more selective agents for CLL/SLL treatment. The HCRU and economic burden remain high for CLL/SLL, especially among patients experiencing CVAEs during cBTKi treatment. These findings emphasize the importance of optimizing clinical management to reduce CVAE risk and downstream impacts on HCRU and costs.

虽然共价布鲁顿酪氨酸激酶抑制剂(cBTKis)已经改变了慢性淋巴细胞白血病和小淋巴细胞白血病(CLL/SLL)的治疗,但cbtki相关的心脏毒性是一种已知的副作用。这项现实世界的研究评估了接受cBTKis的CLL/SLL患者的心血管不良事件(CVAE)、医疗资源利用率(HCRU)和成本。方法:使用美国索赔数据确定在2020年至2023年期间开始依鲁替尼或阿卡拉布替尼治疗的成年CLL/SLL患者,并在索引后随访36个月。在cBTKi治疗期间评估事件CVAEs(未出现指数前),并根据CVAEs状态对患者进行分层。每1000患者-月(PPPM)评估HCRU和成本。结果:共发现2069例患者(平均年龄73.7±9.1岁,女性40.4%),平均治疗特异性观察期11.4±9.5个月。442例(21.4%)患者至少发生一次CVAE。高血压的发生率为21.6 PPPM,房颤的发生率为8.9 PPPM,室性心律失常的发生率为8.6 PPPM,心房扑动的发生率为8.3 PPPM。突发CVAEs患者的总医疗服务天数PPPM显著增加(4334 vs 3138, p)。结论:观察到的高CVAEs与cBTKis的类别效应强调了对更安全、更有选择性的CLL/SLL治疗药物的需求尚未得到满足。CLL/SLL的HCRU和经济负担仍然很高,特别是在cBTKi治疗期间发生CVAEs的患者中。这些发现强调了优化临床管理以降低CVAE风险以及对HCRU和成本的下游影响的重要性。
{"title":"Healthcare Resource Utilization and Costs in Patients With Chronic Lymphocytic Leukemia or Small Lymphocytic Leukemia Treated With Covalent Bruton's Tyrosine Kinase Inhibitors: Real-World Impact of Cardiovascular Adverse Events","authors":"Mavis Obeng-Kusi,&nbsp;Enrico De Nigris,&nbsp;Siyang Leng,&nbsp;Mohammed Z. H. Farooqui,&nbsp;Halit O. Yapici,&nbsp;Ian Weimer,&nbsp;Weiqi Jiao,&nbsp;Hayden W. Hyatt,&nbsp;Xuan Zhang,&nbsp;Kunal Lodaya,&nbsp;David Dingli","doi":"10.1002/cam4.71484","DOIUrl":"10.1002/cam4.71484","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Introduction</h3>\u0000 \u0000 <p>Although covalent Bruton's tyrosine kinase inhibitors (cBTKis) have transformed treatment of chronic lymphocytic leukemia and small lymphocytic leukemia (CLL/SLL), cBTKi-related cardiotoxicity is a known side effect. This real-world study evaluated incident cardiovascular adverse events (CVAE), healthcare resource utilization (HCRU), and costs among patients with CLL/SLL receiving cBTKis.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>Adult patients with CLL/SLL who initiated ibrutinib or acalabrutinib treatment (index date) between 2020 and 2023 were identified using US claims data and followed up to 36 months post-index. Incident CVAEs (not present pre-index) were assessed during cBTKi treatment and patients were stratified by CVAE status. HCRU and costs were evaluated per 1000 patient-months (PPPM).</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Overall, 2069 patients were identified (mean age of 73.7 ± 9.1 years, 40.4% female) with a mean treatment-specific observation period of 11.4 ± 9.5 months. At least one incident CVAE was observed in 442 (21.4%) patients. The incidence rate was 21.6 PPPM for hypertension, 8.9 PPPM for atrial fibrillation, 8.6 PPPM for ventricular arrhythmias, and 8.3 PPPM for atrial flutter. Patients with incident CVAEs had significantly more total medical service days PPPM (4334 vs. 3138, <i>p</i> &lt; 0.001), primarily driven by increased inpatient (690 vs. 230), outpatient (2798 vs. 2425), other visit (662 vs. 375), and ER days (184 vs. 109) than those without CVAEs. Total healthcare costs (PPPM) were substantially higher for patients with incident CVAEs ($20,250,560 vs. $17,413,460, <i>p</i> &lt; 0.001) mainly due to higher inpatient ($3,417,948 vs. $915,839, <i>p</i> &lt; 0.001), outpatient ($2,415,060 vs. $1,769,628, <i>p</i> &lt; 0.01), and ER costs ($186,820 vs. $87,585, <i>p</i> &lt; 0.001).</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>The observed class-effect of high CVAEs with cBTKis underscores the unmet need for safer, more selective agents for CLL/SLL treatment. The HCRU and economic burden remain high for CLL/SLL, especially among patients experiencing CVAEs during cBTKi treatment. These findings emphasize the importance of optimizing clinical management to reduce CVAE risk and downstream impacts on HCRU and costs.</p>\u0000 </section>\u0000 </div>","PeriodicalId":139,"journal":{"name":"Cancer Medicine","volume":"14 24","pages":""},"PeriodicalIF":3.1,"publicationDate":"2025-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12719235/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145802695","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Cancer Medicine
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