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Predictors and Profile of Severe Infectious Complications in Multiple Myeloma Patients Treated with Daratumumab-Based Regimens: A Machine Learning Model for Pneumonia Risk. 使用达拉单抗治疗方案的多发性骨髓瘤患者严重感染并发症的预测因素和概况:肺炎风险的机器学习模型。
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-11-03 DOI: 10.3390/cancers16213709
Damian Mikulski, Marcin Kamil Kędzior, Grzegorz Mirocha, Katarzyna Jerzmanowska-Piechota, Żaneta Witas, Łukasz Woźniak, Magdalena Pawlak, Kacper Kościelny, Michał Kośny, Paweł Robak, Aleksandra Gołos, Tadeusz Robak, Wojciech Fendler, Joanna Góra-Tybor

Background: Daratumumab (Dara) is the first monoclonal antibody introduced into clinical practice to treat multiple myeloma (MM). It currently forms the backbone of therapy regimens in both newly diagnosed (ND) and relapsed/refractory (RR) patients. However, previous reports indicated an increased risk of infectious complications (ICs) during Dara-based treatment. In this study, we aimed to determine the profile of ICs in MM patients treated with Dara-based regimens and establish predictors of their occurrence.

Methods: This retrospective, real-life study included MM patients treated with Dara-based regimens between July 2019 and March 2024 at our institution. Infectious events were evaluated using the Terminology Criteria for Adverse Events (CTCAE) version 5.0.

Results: The study group consisted of a total of 139 patients, including 49 NDMM and 90 RRMM. In the RR setting, the majority (60.0%) of patients received the Dara, bortezomib, and dexamethasone (DVd) regimen, whereas ND patients were predominantly (98%) treated with the Dara, bortezomib, thalidomide, and dexamethasone (DVTd) regimen. Overall, 55 patients (39.6%) experienced ICs. The most common IC was pneumonia (37.5%), followed by upper respiratory tract infections (26.8%). Finally, twenty-five patients had severe ICs (grade ≥ 3) and required hospitalization, and eight patients died due to ICs. In the final multivariable model adjusted for setting (ND/RR) and age, hemoglobin level (OR 0.77, 95% CI: 0.61-0.96, p = 0.0037), and Eastern Cooperative Oncology Group (ECOG) >1 (OR 4.46, 95% CI: 1.63-12.26, p = 0.0037) were significant factors influencing severe IC occurrence. Additionally, we developed predictive models using the J48 decision tree, gradient boosting, and random forest algorithms. After conducting 10-fold cross-validation, these models demonstrated strong performance in predicting the occurrence of pneumonia during treatment with daratumumab-based regimens.

Conclusions: Simple clinical and laboratory assessments, including hemoglobin level and ECOG scale, can be valuable in identifying patients vulnerable to infections during Dara-based regimens, facilitating personalized prophylactic strategies.

背景:达拉单抗(Daratumumab,Dara)是首个用于临床实践治疗多发性骨髓瘤(MM)的单克隆抗体。目前,它是新诊断(ND)和复发/难治(RR)患者治疗方案的主要药物。然而,之前的报告显示,在以达拉为基础的治疗过程中,感染性并发症(ICs)的风险增加。在这项研究中,我们旨在确定接受达拉方案治疗的 MM 患者的感染并发症概况,并确定其发生的预测因素:这项回顾性的真实研究纳入了2019年7月至2024年3月期间在我院接受达拉治疗的MM患者。感染事件采用《不良事件术语标准》(CTCAE)5.0版进行评估:研究组共有 139 名患者,包括 49 名 NDMM 和 90 名 RRMM。在 RR 环境中,大多数患者(60.0%)接受达拉、硼替佐米和地塞米松(DVd)方案治疗,而 ND 患者主要(98%)接受达拉、硼替佐米、沙利度胺和地塞米松(DVTd)方案治疗。总体而言,55 名患者(39.6%)出现了 IC。最常见的 IC 是肺炎(37.5%),其次是上呼吸道感染(26.8%)。最后,25 名患者出现了严重的 IC(≥ 3 级),需要住院治疗,8 名患者因 IC 而死亡。在调整了环境(ND/RR)和年龄的最终多变量模型中,血红蛋白水平(OR 0.77,95% CI:0.61-0.96,p = 0.0037)和东部合作肿瘤学组(ECOG)>1(OR 4.46,95% CI:1.63-12.26,p = 0.0037)是影响严重 IC 发生的重要因素。此外,我们还使用 J48 决策树、梯度提升和随机森林算法建立了预测模型。在进行10倍交叉验证后,这些模型在预测达拉单抗方案治疗期间肺炎的发生方面表现出很强的性能:结论:简单的临床和实验室评估,包括血红蛋白水平和ECOG评分,对识别达拉单抗治疗期间易受感染的患者很有价值,有助于制定个性化的预防策略。
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引用次数: 0
Enhancing Anti-PD-1 Immunotherapy by Targeting MDSCs via Hepatic Arterial Infusion in Breast Cancer Liver Metastases. 在乳腺癌肝转移中通过肝动脉灌注靶向 MDSCs 加强抗 PD-1 免疫疗法
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-11-03 DOI: 10.3390/cancers16213711
Minhyung Kim, Colin A Powers, Daniel T Fisher, Amy W Ku, Nickolay Neznanov, Alfiya F Safina, Jianmin Wang, Avishekh Gautam, Siddharth Balachandran, Anuradha Krishnamurthy, Katerina V Gurova, Sharon S Evans, Andrei V Gudkov, Joseph J Skitzki

Background: Surgery, chemotherapy, and radiation often have limited utility for advanced metastatic disease in the liver, and despite its promising activity in select cancers, PD-1 blockade therapy similarly has minimal benefit in this setting. Curaxin, CBL0137, is an experimental anti-cancer drug that disrupts the binding of DNA to histones, destabilizes chromatin, and induces Z-DNA formation which may stimulate anti-tumor immune responses.

Methods: Murine cell lines of colon (CT26) and breast (4T1) cancer were interrogated for survival and CBL0137-associated DNA changes in vitro. Immunocompetent models of liver metastases followed by CBL0137 hepatic arterial infusion (HAI) were used to examine in vivo tumor cell DNA alterations, treatment responses, and the immune contexture associated with CBL0137, both alone and in combination with anti-PD-1 therapy.

Results: CBL0137 induced immediate changes to favor tumor cell death in vitro and in vivo with an efficient tumor uptake via the HAI route. Toxicity to CBL0137 was minimal and anti-tumor treatment effects were more efficient with HAI compared to intravenous delivery. Immune effects were pronounced with CBL0137 HAI with concurrent depletion of a specific population of myeloid-derived suppressor cells and maintenance of effector T cell populations.

Conclusions: Combination of CBL0137 HAI with PD-1 blockade improved survival in 4T1 tumors but not in CT26 tumors, and therapeutic efficacy relies on the finding of simultaneous and targeted depletion of myeloid-derived suppressor cells and skewing of T cell populations to produce synergy with PD-1 blockade therapy.

背景:手术、化疗和放疗对肝脏晚期转移性疾病的作用往往有限,尽管PD-1阻断疗法在某些癌症中具有良好的活性,但在这种情况下也同样收效甚微。Curaxin(CBL0137)是一种实验性抗癌药物,它能破坏 DNA 与组蛋白的结合,破坏染色质的稳定性,并诱导 Z-DNA 的形成,从而刺激抗肿瘤免疫反应:方法:对结肠癌(CT26)和乳腺癌(4T1)的小鼠细胞系进行了体外生存和 CBL0137 相关 DNA 变化的检测。方法:研究结肠癌(CT26)和乳腺癌(4T1)小鼠细胞系在体外的存活率和与 CBL0137 相关的 DNA 变化,并使用免疫功能正常的肝转移模型进行 CBL0137 肝动脉灌注(HAI),以检测体内肿瘤细胞 DNA 变化、治疗反应以及与 CBL0137 相关的免疫环境,包括单独使用和与抗 PD-1 疗法联合使用:结果:CBL0137在体外和体内都能立即诱导肿瘤细胞死亡,并通过HAI途径被肿瘤有效吸收。与静脉给药相比,CBL0137 的毒性极小,而且通过 HAI 给药的抗肿瘤治疗效果更有效。CBL0137 HAI的免疫效果显著,同时消耗了特定的髓源性抑制细胞群,维持了效应T细胞群:CBL0137 HAI与PD-1阻断疗法联合使用可提高4T1肿瘤患者的生存率,但不能提高CT26肿瘤患者的生存率,疗效取决于是否能同时靶向消耗髓源性抑制细胞,并使T细胞群倾斜,从而与PD-1阻断疗法产生协同作用。
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引用次数: 0
Deciphering CD59: Unveiling Its Role in Immune Microenvironment and Prognostic Significance. 解密 CD59:揭示其在免疫微环境中的作用和预后意义
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-11-01 DOI: 10.3390/cancers16213699
Bhaumik Patel, Ashok Silwal, Mohamed Ashraf Eltokhy, Shreyas Gaikwad, Marina Curcic, Jalpa Patel, Sahdeo Prasad

Background: CD59, a GPI-anchored membrane protein, protects cancer cells from complement-dependent cytotoxicity (CDC) by inhibiting the formation of the membrane attack complex (MAC). It has been demonstrated to be overexpressed in most solid tumors, where it facilitates tumor cell escape from complement surveillance. The role of CD59 in cancer growth and interactions between CD59 and immune cells that modulate immune evasion has not been well explored.

Methods: Using cancer patient database from The Cancer Genome Atlas (TCGA) and other public databases, we analyzed CD59 expression, its prognostic significance, and its association with immune cell infiltration in the tumor microenvironment, identifying associated genomic and functional networks and validating findings with invitro cell-line experimental data.

Results: This article describes the abundant expression of CD59 in multiple tumors such as cervical squamous cell carcinoma (CESC), kidney renal cell carcinoma (KIRC), glioblastoma multiforme (GBM), head and neck squamous cell carcinoma (HNSC), and stomach adenocarcinoma (STAD), as well as in pan-cancer, using The Cancer Genome Atlas (TCGA) database and confirmed using multiple cancer cell lines. The expression of CD59 significantly alters the overall survival (OS) of patients with multiple malignancies such as CESC, GBM, HNSC, and STAD. Further, the correlation between CD59 and Treg and/or MDSC in the tumor microenvironment (TME) has shown to be strongly associated with poor outcomes in CESC, GBM, HNSC, and STAD as these tumors express high FOXP3 compared to KIRC. Moreover, unfavorable outcomes were strongly associated with the expression of CD59 and M2 tumor-associated macrophage infiltration in the TME via the IL10/pSTAT3 pathway in CESC and GBM but not in KIRC. In addition, TGFβ1-dominant cancers such as CESC, GBM, and HNSC showed a high correlation between CD59 and TGFβ1, leading to suppression of cytotoxic T cell activity.

Conclusion: Overall, the correlation between CD59 and immune cells predicts its prognosis as unfavorable in CESC, GBM, HNSC, and STAD while being favorable in KIRC.

背景:CD59是一种GPI锚定膜蛋白,通过抑制膜攻击复合物(MAC)的形成,保护癌细胞免受补体依赖性细胞毒性(CDC)的侵害。已证实它在大多数实体瘤中过度表达,有助于肿瘤细胞摆脱补体的监控。CD59在癌症生长中的作用以及CD59与免疫细胞之间调节免疫逃避的相互作用尚未得到很好的探讨:方法:我们利用癌症基因组图谱(TCGA)和其他公共数据库中的癌症患者数据库,分析了CD59的表达、其预后意义及其与肿瘤微环境中免疫细胞浸润的关联,确定了相关的基因组和功能网络,并用体外细胞系实验数据验证了研究结果:本文利用癌症基因组图谱(TCGA)数据库描述了CD59在宫颈鳞癌(CESC)、肾脏肾细胞癌(KIRC)、多形性胶质母细胞瘤(GBM)、头颈部鳞癌(HNSC)和胃腺癌(STAD)等多种肿瘤以及泛癌症中的大量表达,并利用多种癌症细胞系进行了证实。CD59 的表达会明显改变 CESC、GBM、HNSC 和 STAD 等多种恶性肿瘤患者的总生存期(OS)。此外,CD59与肿瘤微环境(TME)中的Treg和/或MDSC之间的相关性表明,CD59与CESC、GBM、HNSC和STAD的不良预后密切相关,因为与KIRC相比,这些肿瘤的FOXP3表达量较高。此外,在 CESC 和 GBM 中,不利的预后与 CD59 的表达和 M2 肿瘤相关巨噬细胞通过 IL10/pSTAT3 通路在 TME 中的浸润密切相关,而在 KIRC 中则不然。此外,TGFβ1占主导地位的癌症,如CESC、GBM和HNSC,CD59与TGFβ1之间表现出高度相关性,导致细胞毒性T细胞活性受到抑制:总之,CD59与免疫细胞的相关性预示着CESC、GBM、HNSC和STAD的预后不良,而KIRC的预后良好。
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引用次数: 0
Efficacy of Atezolizumab in Subsequent Lines of Therapy for NSCLC Patients: Insights from Real-World Data. Atezolizumab在NSCLC患者后续治疗中的疗效:真实世界数据的启示
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-11-01 DOI: 10.3390/cancers16213696
Milica Kontić, Filip Marković, Nikola Nikolić, Natalija Samardžić, Goran Stojanović, Petar Simurdić, Svetlana Petkov, Daliborka Bursać, Bojan Zarić, Mihailo Stjepanović

Immune checkpoint inhibitors (ICIs) like atezolizumab have improved outcomes in advanced non-small cell lung cancer (NSCLC) patients, especially in the second-line setting after progression on platinum-based chemotherapy. However, access to ICIs remains limited in many developing nations. This study evaluated the efficacy of atezolizumab as a second-line versus later-line treatment for advanced NSCLC patients in Serbia.

Methods: This retrospective study involved 147 advanced NSCLC patients treated with atezolizumab following progression on prior platinum-based chemotherapy at two academic centers in Serbia. Data on demographics and clinical, pathological, and molecular characteristics were collected. Median progression-free survival (PFS) and overall survival (OS) were estimated using the Kaplan-Meier method, and multivariable Cox proportional hazards regression identified outcome predictors.

Results: The median PFS was 7.13 months, and median OS was 38.6 months. The overall response rate (ORR) was 15%, with a disease control rate (DCR) of 57.9%. No significant PFS differences were observed between patients treated with atezolizumab in the second line versus later lines. Patients with good performance status (ECOG 0-1) had significantly better PFS compared to those with poorer status (12.03 vs. 1.63 months, p < 0.0001).

Conclusions: Atezolizumab is effective in both second-line and later-line settings for advanced NSCLC, particularly in patients with good performance status. This highlights the importance of patient selection based on performance status, as well as the need for wider access to ICIs in resource-limited regions.

阿特珠单抗等免疫检查点抑制剂(ICIs)改善了晚期非小细胞肺癌(NSCLC)患者的治疗效果,尤其是在铂类化疗进展后的二线治疗中。然而,在许多发展中国家,获得 ICIs 的机会仍然有限。本研究评估了阿特珠单抗作为塞尔维亚晚期NSCLC患者二线治疗与后线治疗的疗效:这项回顾性研究涉及塞尔维亚两所学术中心的 147 名晚期 NSCLC 患者,他们在之前接受铂类化疗后病情恶化,并接受了阿特珠单抗治疗。研究人员收集了人口统计学数据以及临床、病理和分子特征。采用Kaplan-Meier方法估算了中位无进展生存期(PFS)和总生存期(OS),并通过多变量Cox比例危险回归确定了结果预测因素:中位PFS为7.13个月,中位OS为38.6个月。总反应率(ORR)为 15%,疾病控制率(DCR)为 57.9%。接受阿特珠单抗二线治疗的患者与接受后线治疗的患者在PFS上没有明显差异。表现状态良好(ECOG 0-1)的患者的PFS明显优于表现状态较差的患者(12.03个月对1.63个月,P < 0.0001):Atezolizumab在晚期NSCLC的二线和三线治疗中均有效,尤其是对表现良好的患者。这凸显了根据表现状态选择患者的重要性,以及在资源有限的地区更广泛地使用 ICIs 的必要性。
{"title":"Efficacy of Atezolizumab in Subsequent Lines of Therapy for NSCLC Patients: Insights from Real-World Data.","authors":"Milica Kontić, Filip Marković, Nikola Nikolić, Natalija Samardžić, Goran Stojanović, Petar Simurdić, Svetlana Petkov, Daliborka Bursać, Bojan Zarić, Mihailo Stjepanović","doi":"10.3390/cancers16213696","DOIUrl":"10.3390/cancers16213696","url":null,"abstract":"<p><p>Immune checkpoint inhibitors (ICIs) like atezolizumab have improved outcomes in advanced non-small cell lung cancer (NSCLC) patients, especially in the second-line setting after progression on platinum-based chemotherapy. However, access to ICIs remains limited in many developing nations. This study evaluated the efficacy of atezolizumab as a second-line versus later-line treatment for advanced NSCLC patients in Serbia.</p><p><strong>Methods: </strong>This retrospective study involved 147 advanced NSCLC patients treated with atezolizumab following progression on prior platinum-based chemotherapy at two academic centers in Serbia. Data on demographics and clinical, pathological, and molecular characteristics were collected. Median progression-free survival (PFS) and overall survival (OS) were estimated using the Kaplan-Meier method, and multivariable Cox proportional hazards regression identified outcome predictors.</p><p><strong>Results: </strong>The median PFS was 7.13 months, and median OS was 38.6 months. The overall response rate (ORR) was 15%, with a disease control rate (DCR) of 57.9%. No significant PFS differences were observed between patients treated with atezolizumab in the second line versus later lines. Patients with good performance status (ECOG 0-1) had significantly better PFS compared to those with poorer status (12.03 vs. 1.63 months, <i>p</i> < 0.0001).</p><p><strong>Conclusions: </strong>Atezolizumab is effective in both second-line and later-line settings for advanced NSCLC, particularly in patients with good performance status. This highlights the importance of patient selection based on performance status, as well as the need for wider access to ICIs in resource-limited regions.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"16 21","pages":""},"PeriodicalIF":4.5,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11545278/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142615572","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
Correction: Lepore Signorile et al. c-MYC Protein Stability Is Sustained by MAPKs in Colorectal Cancer. Cancers 2022, 14, 4840. 更正:Lepore Signorile et al. c-MYC 蛋白稳定性由结直肠癌中的 MAPKs 维持。Cancers 2022, 14, 4840.
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-11-01 DOI: 10.3390/cancers16213704
Martina Lepore Signorile, Valentina Grossi, Candida Fasano, Giovanna Forte, Vittoria Disciglio, Paola Sanese, Katia De Marco, Francesca La Rocca, Raffaele Armentano, Anna Maria Valentini, Gianluigi Giannelli, Cristiano Simone

In the original publication [...].

在最初的出版物中 [......] 。
{"title":"Correction: Lepore Signorile et al. c-MYC Protein Stability Is Sustained by MAPKs in Colorectal Cancer. <i>Cancers</i> 2022, <i>14</i>, 4840.","authors":"Martina Lepore Signorile, Valentina Grossi, Candida Fasano, Giovanna Forte, Vittoria Disciglio, Paola Sanese, Katia De Marco, Francesca La Rocca, Raffaele Armentano, Anna Maria Valentini, Gianluigi Giannelli, Cristiano Simone","doi":"10.3390/cancers16213704","DOIUrl":"10.3390/cancers16213704","url":null,"abstract":"<p><p>In the original publication [...].</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"16 21","pages":""},"PeriodicalIF":4.5,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11545293/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142635906","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
The Role of Bladder-Washing Cytology as an Adjunctive Method to Cystoscopy During Follow-Up for Low-Grade TaT1 Non-Muscle-Invasive Bladder Cancer. 低级别 TaT1 非肌层浸润性膀胱癌随访期间,膀胱清洗细胞学作为膀胱镜检查辅助方法的作用。
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-11-01 DOI: 10.3390/cancers16213708
Enric Carbonell, Clàudia Mercader, Héctor Alfambra, Paulette Narvaez, Eric Villalba, Rita Pagès, Ignacio Asiain, Meritxell Costa, Agustín Franco, Antonio Alcaraz, María José Ribal, Antoni Vilaseca

Background and objective: The role of urine cytology during follow-up for low-grade (LG) non-muscle-invasive bladder cancer (NMIBC) is not well established, although cytology has low sensitivity in detecting LG recurrences. Our study aims to evaluate the impact of urine cytology as a complementary method to cystoscopy during follow-up for LG NMIBC.

Methods: Patients diagnosed with primary LG TaT1 bladder cancer (BC) between 2010 and 2020 were included. Patients were stratified according to the EAU NMIBC scoring model. Urine cytology was performed during follow-up cystoscopy. The outcomes of the study were BC recurrence and upgrading to high-grade (HG). Cytology utility was established by assessing whether its result led to management change.

Results: We included 337 patients with LG TaT1 BC. EAU risk group distribution was low in 262 (77.7%), intermediate in 57 (16.9%), and high-risk in 18 (5.3%) cases. With a median follow-up of 5 years, 166 (49.3%) patients experienced recurrence. Cystoscopy was positive in 154 (92.8%) and suspicious in 12 (7.2%) cases. Urine cytology was positive in 33 (19.9%) cases but only changed management in 3 (0.89%), all with suspicious cystoscopy. Positive cytology at first recurrence was associated with higher risk of upgrading during follow-up (HR 2.781, p = 0.006) and lower upgrading-free survival (p = 0.001).

Conclusions: The role of urine cytology to detect first recurrences during follow-up for primary LG TaT1 NMIBC might be limited to patients with non-conclusive lesions in the cystoscopy. A positive cytology at first recurrence is associated with a higher risk of upgrading to HG BC during follow-up.

背景和目的:尽管尿细胞学在检测低级别(LG)非肌浸润性膀胱癌(NMIBC)复发方面的敏感性较低,但尿细胞学在随访期间的作用尚未得到充分确定。我们的研究旨在评估尿液细胞学作为膀胱镜检查的补充方法对LG NMIBC随访的影响:方法:纳入2010年至2020年间确诊为原发性LG TaT1膀胱癌(BC)的患者。根据EAU NMIBC评分模型对患者进行分层。随访膀胱镜检查时进行尿液细胞学检查。研究结果为BC复发和升级为高级别(HG)。通过评估细胞学检查结果是否导致治疗方案的改变来确定细胞学检查的效用:我们共纳入了 337 名 LG TaT1 BC 患者。262例(77.7%)的EAU风险组分布为低风险,57例(16.9%)为中度风险,18例(5.3%)为高风险。中位随访 5 年,166 例(49.3%)患者复发。154例(92.8%)膀胱镜检查结果为阳性,12例(7.2%)为可疑。有 33 例(19.9%)患者的尿液细胞学检查呈阳性,但只有 3 例(0.89%)患者改变了治疗方案,所有患者的膀胱镜检查结果均为可疑。首次复发时细胞学检查呈阳性与随访期间病情恶化的风险较高(HR 2.781,p = 0.006)和无恶化生存率较低(p = 0.001)有关:尿液细胞学在原发性LG TaT1 NMIBC随访期间检测首次复发的作用可能仅限于膀胱镜检查未确诊病变的患者。首次复发时细胞学检查呈阳性与随访期间升级为HG BC的风险较高有关。
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引用次数: 0
Real-World Outcomes for Localised Gastro-Oesophageal Adenocarcinoma Cancer Treated with Perioperative FLOT and Prophylactic GCSF Support in a Single Asian Centre. 亚洲单个中心采用围手术期FLOT和预防性GCSF支持治疗局部胃食管腺癌的真实结果
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-11-01 DOI: 10.3390/cancers16213697
Wanyi Kee, Kennedy Yao Yi Ng, Shun Zi Liong, Siqin Zhou, Sharon Keman Chee, Chiew Woon Lim, Justina Yick Ching Lam, Jeremy Tian Hui Tan, Hock Soo Ong, Weng Hoong Chan, Eugene Kee Wee Lim, Chin Hong Lim, Alvin Kim Hock Eng, Christabel Jing Zhi Lee, Matthew Chau Hsien Ng

Background: Perioperative FLOT (5-fluorouracil, oxaliplatin and docetaxel) is a standard of care for patients with locally advanced gastro-oesophageal adenocarcinoma (GEA) in Western guidelines, but its use is limited in Asian patients. We report outcomes from a single Asian centre of perioperative FLOT with concomitant granulocyte colony-stimulating factor (GCSF) prophylaxis.

Methods: A retrospective analysis of all 56 stage II to III GEA patients treated with perioperative FLOT at the National Cancer Centre Singapore between June 2017 and February 2024 was performed. All patients were discussed at a multidisciplinary tumour board, underwent preoperative laparoscopic staging, and received prophylactic GCSF with perioperative FLOT. Surgery was performed across four partner institutions. The primary endpoints were the tolerability of FLOT and pathological complete response (pCR). A univariate analysis of factors associated with survival and adverse events was also performed.

Results: Overall, 33 patients (58.9%) completed eight cycles of pre- and postoperative FLOT, and 92.9% underwent resection. The commonest grade 3 to 4 adverse events (AEs) were diarrhoea (10.7%) and neutropenia (5.6%). The 30- and 90-day postoperative mortality rates were 0% and 1.9%, respectively. In resected tumours, the pCR was 15.4%. The median DFS was 27.5 months, but the median OS was not reached. The values for 1-, 2-, and 3-year DFS were 74.6%, 61.0%, and 46.5%, respectively. The values for 1-, 2-, and 3-year OS were 85.0%, 67.4%, and 61.0%, respectively. In the univariate analysis of patients who underwent resection, an ECOG status of 0 was associated with better DFS, while ypN0, R0 resection, and pathological stages 0-II were associated with better DFS and OS. Patients ≥ 65 years benefited from FLOT similarly to those <65 years in terms of DFS (HR 1.03; p = 0.940) and OS (HR 1.08; p = 0.869), with similar rates of grade 3 to 4 AEs. Patients with a higher housing index (HI) were less likely to experience ≥grade 3 AEs compared to those with a lower HI (OR 0.16, p = 0.029).

Conclusions: This study presents a unique real-world Asian experience of perioperative FLOT with prophylactic GCSF use, with low rates of G3 to 4 neutropenia. The tolerability of FLOT was similar to that reported in Western populations. Furthermore, similar survival and rates of grade 3 to 4 AEs were observed in elderly patients. Patients of lower socioeconomic status were more likely to experience severe AEs, highlighting the need to proactively support vulnerable groups during treatment.

背景:根据西方指南,围手术期FLOT(5-氟尿嘧啶、奥沙利铂和多西他赛)是局部晚期胃食管腺癌(GEA)患者的标准治疗方法,但在亚洲患者中的应用却很有限。我们报告了一家亚洲中心在FLOT围手术期同时使用粒细胞集落刺激因子(GCSF)预防治疗的结果:对2017年6月至2024年2月期间在新加坡国立癌症中心接受围手术期FLOT治疗的所有56例II期至III期GEA患者进行了回顾性分析。所有患者均在多学科肿瘤委员会讨论,接受术前腹腔镜分期,并在围手术期接受预防性 GCSF 与 FLOT。手术由四家合作机构共同完成。主要终点是FLOT的耐受性和病理完全反应(pCR)。此外,还对与存活率和不良事件相关的因素进行了单变量分析:共有33名患者(58.9%)完成了术前和术后8个周期的FLOT治疗,92.9%的患者接受了切除手术。最常见的3至4级不良事件(AEs)是腹泻(10.7%)和中性粒细胞减少(5.6%)。术后30天和90天的死亡率分别为0%和1.9%。在切除的肿瘤中,pCR 为 15.4%。中位DFS为27.5个月,但未达到中位OS。1年、2年和3年的DFS分别为74.6%、61.0%和46.5%。1年、2年和3年的OS值分别为85.0%、67.4%和61.0%。在对接受切除术的患者进行的单变量分析中,ECOG状态为0与较好的DFS相关,而ypN0、R0切除术和病理分期0-II与较好的DFS和OS相关。≥65岁的患者从FLOT中获益(HR 1.08;P = 0.869)和OS(P = 0.940)相似,3至4级AE发生率相似。与住房指数(HI)较低的患者相比,住房指数较高的患者发生≥3级AEs的可能性较小(OR 0.16,p = 0.029):本研究展示了亚洲围手术期使用FLOT并预防性使用GCSF的独特实际经验,其中G3至4级中性粒细胞减少率较低。FLOT的耐受性与西方人群的报道相似。此外,在老年患者中也观察到了相似的存活率和3至4级AEs发生率。社会经济地位较低的患者更有可能出现严重的AEs,这凸显了在治疗过程中积极支持弱势群体的必要性。
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引用次数: 0
The Evolution of Artificial Intelligence in Medical Imaging: From Computer Science to Machine and Deep Learning. 人工智能在医学影像领域的发展:从计算机科学到机器学习和深度学习。
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-11-01 DOI: 10.3390/cancers16213702
Michele Avanzo, Joseph Stancanello, Giovanni Pirrone, Annalisa Drigo, Alessandra Retico

Artificial intelligence (AI), the wide spectrum of technologies aiming to give machines or computers the ability to perform human-like cognitive functions, began in the 1940s with the first abstract models of intelligent machines. Soon after, in the 1950s and 1960s, machine learning algorithms such as neural networks and decision trees ignited significant enthusiasm. More recent advancements include the refinement of learning algorithms, the development of convolutional neural networks to efficiently analyze images, and methods to synthesize new images. This renewed enthusiasm was also due to the increase in computational power with graphical processing units and the availability of large digital databases to be mined by neural networks. AI soon began to be applied in medicine, first through expert systems designed to support the clinician's decision and later with neural networks for the detection, classification, or segmentation of malignant lesions in medical images. A recent prospective clinical trial demonstrated the non-inferiority of AI alone compared with a double reading by two radiologists on screening mammography. Natural language processing, recurrent neural networks, transformers, and generative models have both improved the capabilities of making an automated reading of medical images and moved AI to new domains, including the text analysis of electronic health records, image self-labeling, and self-reporting. The availability of open-source and free libraries, as well as powerful computing resources, has greatly facilitated the adoption of deep learning by researchers and clinicians. Key concerns surrounding AI in healthcare include the need for clinical trials to demonstrate efficacy, the perception of AI tools as 'black boxes' that require greater interpretability and explainability, and ethical issues related to ensuring fairness and trustworthiness in AI systems. Thanks to its versatility and impressive results, AI is one of the most promising resources for frontier research and applications in medicine, in particular for oncological applications.

人工智能(AI)是旨在赋予机器或计算机执行类似人类认知功能的能力的广泛技术,始于 20 世纪 40 年代的第一个智能机器抽象模型。不久之后的二十世纪五六十年代,神经网络和决策树等机器学习算法点燃了人们的热情。最近的进步包括对学习算法的改进、开发出用于有效分析图像的卷积神经网络以及合成新图像的方法。这种新的热情还得益于图形处理单元计算能力的提高,以及可供神经网络挖掘的大型数字数据库的可用性。人工智能很快开始应用于医学领域,先是通过专家系统为临床医生的决策提供支持,后来又利用神经网络对医学影像中的恶性病变进行检测、分类或分割。最近的一项前瞻性临床试验表明,在乳房 X 线照相术筛查中,仅使用人工智能与由两名放射科医生进行双重判读相比并无劣势。自然语言处理、递归神经网络、变换器和生成模型既提高了自动阅读医学图像的能力,又将人工智能推向了新的领域,包括电子健康记录的文本分析、图像自我标记和自我报告。开源和免费库以及强大计算资源的可用性极大地促进了研究人员和临床医生对深度学习的采用。围绕人工智能在医疗保健领域应用的主要问题包括:需要进行临床试验以证明疗效;人工智能工具被视为 "黑盒子",需要更高的可解释性和可说明性;以及与确保人工智能系统的公平性和可信性有关的伦理问题。由于其多功能性和令人印象深刻的成果,人工智能是医学前沿研究和应用最有前途的资源之一,尤其是在肿瘤应用方面。
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引用次数: 0
Impact of Modern Lifestyle on Circadian Health and Its Contribution to Adipogenesis and Cancer Risk. 现代生活方式对昼夜节律健康的影响及其对脂肪生成和癌症风险的作用。
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-11-01 DOI: 10.3390/cancers16213706
Oxana Dobrovinskaya, Javier Alamilla, Miguel Olivas-Aguirre

Background: Recent research underscores a crucial connection between circadian rhythm disruption and cancer promotion, highlighting an urgent need for attention.

Objectives: Explore the molecular mechanisms by which modern lifestyle factors-such as artificial light exposure, shift work, and dietary patterns-affect cortisol/melatonin regulation and cancer risk.

Methods: Employing a narrative review approach, we synthesized findings from Scopus, Google Scholar, and PubMed to analyze lifestyle impacts on circadian health, focusing on cortisol and melatonin chronobiology as molecular markers. We included studies that documented quantitative changes in these markers due to modern lifestyle habits, excluding those lacking quantitative data or presenting inconclusive results. Subsequent sections focused solely on articles that quantified the effects of circadian disruption on adipogenesis and tumor microenvironment modifications.

Results: This review shows how modern habits lead to molecular changes in cortisol and melatonin, creating adipose microenvironments that support cancer development. These disruptions facilitate immune evasion, chemotherapy resistance, and tumor growth, highlighting the critical roles of cortisol dysregulation and melatonin imbalance.

Conclusions: Through the presented findings, we establish a causal link between circadian rhythm dysregulation and the promotion of certain cancer types. By elucidating this relationship, the study emphasizes the importance of addressing lifestyle factors that contribute to circadian misalignment, suggesting that targeted interventions could play a crucial role in mitigating cancer risk and improving overall health outcomes.

背景:最近的研究强调了昼夜节律紊乱与癌症诱发之间的重要联系,凸显了迫切需要关注的问题:探索现代生活方式因素(如人工光照射、轮班工作和饮食模式)影响皮质醇/褪黑激素调节和癌症风险的分子机制:我们采用叙述性综述的方法,综合了 Scopus、谷歌学术和 PubMed 上的研究结果,分析了生活方式对昼夜节律健康的影响,重点关注皮质醇和褪黑激素的时间生物学分子标记。我们纳入了记录了现代生活习惯导致这些标记物定量变化的研究,排除了那些缺乏定量数据或结果不确定的研究。随后的章节只关注量化昼夜节律紊乱对脂肪生成和肿瘤微环境改变的影响的文章:本综述展示了现代生活习惯如何导致皮质醇和褪黑激素的分子变化,从而创造出支持癌症发展的脂肪微环境。这些破坏促进了免疫逃避、化疗抗药性和肿瘤生长,凸显了皮质醇失调和褪黑激素失衡的关键作用:通过本文的研究结果,我们确定了昼夜节律失调与某些癌症类型的诱发之间的因果关系。通过阐明这种关系,该研究强调了解决导致昼夜节律失调的生活方式因素的重要性,表明有针对性的干预措施可在降低癌症风险和改善总体健康状况方面发挥关键作用。
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引用次数: 0
Microplastics in the Human Body: Exposure, Detection, and Risk of Carcinogenesis: A State-of-the-Art Review. 人体中的微塑料:暴露、检测和致癌风险:最新研究综述》。
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-11-01 DOI: 10.3390/cancers16213703
Eliasz Dzierżyński, Piotr J Gawlik, Damian Puźniak, Wojciech Flieger, Katarzyna Jóźwik, Grzegorz Teresiński, Alicja Forma, Paulina Wdowiak, Jacek Baj, Jolanta Flieger

Background: Humans cannot avoid plastic exposure due to its ubiquitous presence in the natural environment. The waste generated is poorly biodegradable and exists in the form of MPs, which can enter the human body primarily through the digestive tract, respiratory tract, or damaged skin and accumulate in various tissues by crossing biological membrane barriers. There is an increasing amount of research on the health effects of MPs. Most literature reports focus on the impact of plastics on the respiratory, digestive, reproductive, hormonal, nervous, and immune systems, as well as the metabolic effects of MPs accumulation leading to epidemics of obesity, diabetes, hypertension, and non-alcoholic fatty liver disease. MPs, as xenobiotics, undergo ADMET processes in the body, i.e., absorption, distribution, metabolism, and excretion, which are not fully understood. Of particular concern are the carcinogenic chemicals added to plastics during manufacturing or adsorbed from the environment, such as chlorinated paraffins, phthalates, phenols, and bisphenols, which can be released when absorbed by the body. The continuous increase in NMP exposure has accelerated during the SARS-CoV-2 pandemic when there was a need to use single-use plastic products in daily life. Therefore, there is an urgent need to diagnose problems related to the health effects of MP exposure and detection. Methods: We collected eligible publications mainly from PubMed published between 2017 and 2024. Results: In this review, we summarize the current knowledge on potential sources and routes of exposure, translocation pathways, identification methods, and carcinogenic potential confirmed by in vitro and in vivo studies. Additionally, we discuss the limitations of studies such as contamination during sample preparation and instrumental limitations constraints affecting imaging quality and MPs detection sensitivity. Conclusions: The assessment of MP content in samples should be performed according to the appropriate procedure and analytical technique to ensure Quality and Control (QA/QC). It was confirmed that MPs can be absorbed and accumulated in distant tissues, leading to an inflammatory response and initiation of signaling pathways responsible for malignant transformation.

背景:由于塑料在自然环境中无处不在,人类无法避免接触塑料。产生的废物生物降解性差,以 MPs 的形式存在,主要通过消化道、呼吸道或受损皮肤进入人体,并通过生物膜屏障在各种组织中积累。有关 MPs 健康影响的研究越来越多。大多数文献报告都集中在塑料对呼吸系统、消化系统、生殖系统、荷尔蒙系统、神经系统和免疫系统的影响,以及 MPs 累积导致肥胖症、糖尿病、高血压和非酒精性脂肪肝流行的代谢影响。多溴联苯醚作为异种生物,在人体内会经历 ADMET 过程,即吸收、分布、代谢和排泄过程,而这些过程尚不完全清楚。尤其值得关注的是在制造过程中添加到塑料中或从环境中吸附的致癌化学物质,如氯化石蜡、邻苯二甲酸盐、苯酚和双酚,这些物质被人体吸收后会释放出来。在 SARS-CoV-2 大流行期间,由于日常生活中需要使用一次性塑料产品,NMP 的接触量持续增加。因此,迫切需要诊断与接触和检测 MP 对健康的影响有关的问题。研究方法我们主要从 PubMed 上收集了 2017 年至 2024 年间发表的符合条件的出版物。结果:在这篇综述中,我们总结了目前关于潜在来源和暴露途径、转运途径、鉴定方法以及体外和体内研究证实的致癌潜力的知识。此外,我们还讨论了研究的局限性,如样本制备过程中的污染以及影响成像质量和 MPs 检测灵敏度的仪器限制。结论:样本中 MP 含量的评估应根据适当的程序和分析技术进行,以确保质量和控制(QA/QC)。研究证实,MPs 可被远处组织吸收和积累,导致炎症反应,并启动导致恶性转化的信号通路。
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引用次数: 0
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Cancers
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