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Early Colon Cancer Prediction from Histopathological Images Using Enhanced Deep Learning with Confidence Scoring. 使用增强深度学习和信心评分从组织病理学图像中预测早期结肠癌。
IF 1.8 4区 医学 Q3 ONCOLOGY Pub Date : 2025-03-01 Epub Date: 2025-04-03 DOI: 10.1080/07357907.2025.2483302
V P Gladis Pushparathi, J Shajeena, T Kamalam, M Revathi

Colon Cancer (CC) arises from abnormal cell growth in the colon, which severely impacts a person's health and quality of life. Detecting CC through histopathological images for early diagnosis offers substantial benefits in medical diagnostics. This study proposes NalexNet, a hybrid deep-learning classifier, to enhance classification accuracy and computational efficiency. The research methodology involves Vahadane stain normalization for preprocessing and Watershed segmentation for accurate tissue separation. The Teamwork Optimization Algorithm (TOA) is employed for optimal feature selection to reduce redundancy and improve classification performance. Furthermore, the NalexNet model is structured with convolutional layers and normal and reduction cells, ensuring efficient feature representation and high classification accuracy. Experimental results demonstrate that the proposed model achieves a precision of 99.9% and an accuracy of 99.5%, significantly outperforming existing models. This study contributes to the development of an automated and computationally efficient CC classification system, which has the potential for real-world clinical implementation, aiding pathologists in early and accurate diagnosis.

结肠癌(CC)由结肠细胞异常生长引起,严重影响人的健康和生活质量。通过组织病理学图像检测CC的早期诊断为医学诊断提供了实质性的好处。为了提高分类精度和计算效率,本研究提出了一种混合深度学习分类器NalexNet。研究方法包括用于预处理的瓦哈丹染色归一化和用于准确组织分离的分水岭分割。采用团队优化算法(TOA)对特征进行优化选择,减少冗余,提高分类性能。此外,NalexNet模型由卷积层和正常单元和约简单元组成,确保了高效的特征表示和高分类精度。实验结果表明,该模型的精度为99.9%,准确度为99.5%,显著优于现有模型。本研究有助于开发一种自动化和计算效率高的CC分类系统,该系统具有在现实世界的临床实施的潜力,帮助病理学家进行早期准确的诊断。
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引用次数: 0
A Phase I Study of the Naturally Occurring Bioactive, Opioid Growth Factor, in Patients with Unresectable Hepatocellular Cancer. 自然产生的生物活性阿片生长因子在不可切除肝细胞癌患者中的I期研究
IF 1.8 4区 医学 Q3 ONCOLOGY Pub Date : 2025-03-01 Epub Date: 2025-04-08 DOI: 10.1080/07357907.2025.2484774
Eric T Kimchi, Jussuf T Kaifi, Yixing Jiang, Guangfu Li, Diego M Avella, Niraj J Gusani, Ian Schreibman, Peter Waybill, Patricia J McLaughlin, Ian S Zagon, Jill P Smith, Kevin F Staveley-O'Carroll

Hepatocellular cancer (HCC), one of the world's most deadly tumors, and its incidence in the US continues to rise. Surgical resection/transplantation offers the only hope for cure; however, many patients are not candidates and have limited therapeutic options. Opioid growth factor (OGF) is a naturally occurring bioactive endogenous pentapeptide that inhibits growth of human HCC cell lines in vitro by a receptor-mediated mechanism and inhibits progression of tumors in nude mice. Based on these preclinical studies, we conducted a phase I clinical trial with dose escalation (standard 3 + 3 protocol) of OGF to determine the maximum tolerated dose in HCC patients with concomitant liver disease (NCT00706576). Fifteen doses were administered to 14 patients with a maximum 300 µg/kg dose. No Grade 3 toxicities were encountered in the study group. This dose exceeds the maximum tolerated dose reached in our previous phase I pancreatic cancer trial. We conclude that OGF can be safely administered to patients with HCC and concomitant liver disease without significant toxicities up to a dose of 300 µg/kg. The result of this trial provides data on toxicity and the pharmacokinetics of OGF in patients with HCC and liver disease and lays the groundwork for additional studies.

肝细胞癌(HCC)是世界上最致命的肿瘤之一,其在美国的发病率持续上升。手术切除/移植是治愈的唯一希望;然而,许多患者不是候选者,治疗选择有限。阿片生长因子(OGF)是一种天然存在的生物活性内源性五肽,在体外通过受体介导的机制抑制人HCC细胞系的生长,并在裸鼠实验中抑制肿瘤的进展。基于这些临床前研究,我们开展了OGF剂量递增(标准3 + 3方案)的I期临床试验,以确定HCC合并肝病患者的最大耐受剂量(NCT00706576)。14例患者共接受15次剂量,最大剂量为300µg/kg。研究组未发生3级毒性反应。这个剂量超过了我们之前一期胰腺癌试验中达到的最大耐受剂量。我们的结论是,OGF可以安全地用于HCC和伴发肝脏疾病的患者,剂量为300微克/千克,没有明显的毒性。该试验的结果提供了OGF在HCC和肝病患者中的毒性和药代动力学数据,并为进一步的研究奠定了基础。
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引用次数: 0
Topical Curcumin for Prevention of Radiation-Induced Dermatitis: A Pilot Double‑Blind, Placebo‑Controlled Trial. 局部姜黄素预防辐射性皮炎:一项双盲安慰剂对照试验。
IF 1.8 4区 医学 Q3 ONCOLOGY Pub Date : 2025-03-01 Epub Date: 2025-03-27 DOI: 10.1080/07357907.2025.2479542
Behrooz Heydari, Soudabe Sheikhalishahi, Farahnaz Hoseinzade, Masood Shabani, Vahid Ramezani, Fatemeh Saghafi

Background: Radiation-induced dermatitis, a common radiotherapy (RT) complication, affects 95% of breast cancer patients, with 10% experiencing severe reactions. Despite advancements, radiation dermatitis remains a challenge, disrupting treatment schedules and compromising patients' quality of life. Exploring herbal compounds, particularly Curcumin, has shown promise in addressing radiation-induced dermatitis, with its non-toxic and anti-inflammatory properties offering the potential for clinical trials to prevent these reactions.

Methods: This phase II randomized, double-blinded, placebo-controlled trial focused on adult females undergoing conventional fractionated RT. The main objective was to assess the efficacy of topical Curcumin in reducing the severity of radiation dermatitis.

Results: During a five-month study, 52 breast cancer patients completed the research. Participants were divided into Curcumin and placebo groups. In the first week, a significant difference in redness (P-value = 0.001) and irritation (P-value = 0.017) was observed, with the Curcumin group showing lower percentages. This trend continued in the second, third, and fourth weeks (P-value = 0.001). No statistical difference was found in itching (P-value = 0.446), and the occurrence of dryness (P-value = 1.000) remained constant in both groups throughout the four weeks. In pain the differences were significant in the second, third, and fourth weeks (P-value = 0.001).

Conclusion: The study highlights the success of a 2% Curcumin gel in reducing skin side effects during breast cancer radiation therapy, suggesting its potential to enhance patients' quality of life.

Trial registration: IRCT20181208041882N3, 06/11/2020 (https://en.irct.ir/trial/49228).

背景:放射诱发性皮炎是一种常见的放疗(RT)并发症,95%的乳腺癌患者受到影响,其中10%出现严重反应。尽管取得了进展,但放射性皮炎仍然是一个挑战,它扰乱了治疗计划,损害了患者的生活质量。探索草药化合物,特别是姜黄素,在解决辐射性皮炎方面显示出希望,其无毒和抗炎特性为临床试验提供了预防这些反应的潜力。方法:这项II期随机、双盲、安慰剂对照试验主要针对接受常规分步放射治疗的成年女性。主要目的是评估局部姜黄素降低放射性皮炎严重程度的疗效。结果:在为期五个月的研究中,52名乳腺癌患者完成了研究。参与者被分为姜黄素组和安慰剂组。在第一周,观察到发红(p值= 0.001)和刺激(p值= 0.017)有显著差异,姜黄素组的百分比较低。这一趋势在第二、第三和第四周持续(p值= 0.001)。两组在瘙痒方面无统计学差异(p值= 0.446),在四周内,两组的干燥发生率保持不变(p值= 1.000)。在疼痛方面,第2、3、4周差异显著(p值= 0.001)。结论:该研究强调了2%姜黄素凝胶在减少乳腺癌放射治疗期间皮肤副作用方面的成功,这表明它有可能提高患者的生活质量。试验注册:IRCT20181208041882N3, 06/11/2020 (https://en.irct.ir/trial/49228)。
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引用次数: 0
Metabolism-Related Programmed Cell Death: Unveiling Prognostic Biomarkers, Immune Checkpoints, and Therapeutic Strategies in Ovarian Cancer. 代谢相关的程序性细胞死亡:揭示卵巢癌的预后生物标志物、免疫检查点和治疗策略。
IF 1.8 4区 医学 Q3 ONCOLOGY Pub Date : 2025-03-01 Epub Date: 2025-04-07 DOI: 10.1080/07357907.2025.2481436
Mengdi Fu, Hao Wu, Peng Peng, Jinhui Wang, Dongyan Cao

Background: Ovarian cancer (OC), the gynecologic malignancy with the poorest prognosis, is driven by metabolic reprogramming and dysregulated programmed cell death (PCD). However, their interplay and prognostic significance remain inadequately understood.

Methods: Transcriptomic data from OC patients and healthy controls (TCGA and GTEx) were analyzed to identify differentially expressed genes (DEGs) intersecting with metabolism-related (MRGs) and PCD-related genes (PCDRGs). Prognostic genes were determined using univariate Cox regression, LASSO, multivariate Cox regression, and stepwise analyses. Consensus clustering revealed enrichment differences, while a risk model and nomogram were developed for outcome prediction. Associations between prognostic genes, immune microenvironment, and drug sensitivity were also assessed.

Results: A total of 166 candidate genes were identified, with PLA2G2D, LPCAT3, ARG1, PLA2G4A, and EXOSC3 emerging as significant prognostic markers. The risk model demonstrated marked survival differences, while the nomogram showed robust calibration for survival prediction. Differential immune cell infiltration was observed between risk groups. Additionally, Sinularin and Fulvestrant exhibited variable sensitivity, validated through molecular docking models.

Conclusion: Metabolism-related PCD genes were identified as pivotal prognostic markers in OC, providing critical insights for prognostic evaluation and targeted therapy development.

背景:卵巢癌(OC)是预后最差的妇科恶性肿瘤,由代谢重编程和程序性细胞死亡(PCD)失调驱动。然而,人们对它们之间的相互作用和预后意义仍缺乏足够的了解:分析了OC患者和健康对照组(TCGA和GTEx)的转录组数据,以确定与代谢相关基因(MRGs)和PCD相关基因(PCDRGs)交叉的差异表达基因(DEGs)。通过单变量 Cox 回归、LASSO、多变量 Cox 回归和逐步分析确定了预后基因。共识聚类揭示了富集差异,同时建立了一个风险模型和提名图用于结果预测。此外,还评估了预后基因、免疫微环境和药物敏感性之间的关联:结果:共鉴定出166个候选基因,其中PLA2G2D、LPCAT3、ARG1、PLA2G4A和EXOSC3成为重要的预后标记。风险模型显示出明显的存活率差异,而提名图则显示出稳健的存活率预测校准。在不同风险组之间观察到了不同的免疫细胞浸润。此外,西尼罗林和氟维司群表现出不同的敏感性,这一点通过分子对接模型得到了验证:结论:代谢相关的PCD基因被确定为OC的关键预后标志物,为预后评估和靶向治疗的开发提供了重要依据。
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引用次数: 0
Clinical Validation of Local Versus Commercial Genomic Testing in Cancer: A Comparison of Tissue and Plasma Concordance. 本地与商业癌症基因组检测的临床验证:组织和血浆一致性的比较。
IF 1.8 4区 医学 Q3 ONCOLOGY Pub Date : 2025-02-01 Epub Date: 2025-02-24 DOI: 10.1080/07357907.2025.2464684
Lucy G Faulkner, Lynne Howells, Susann Lehman, Caroline Cowley, Zahirah Sidat, Jacqui Shaw, Anne L Thomas

Genomic sequencing of tumours improves patient outcomes through implementation of precision oncology. At present, genomic testing is mainly confined to research settings, with samples sent to biopharmaceutical companies for analysis. The ever-expanding catalogue approved of targeted therapies has created an urgent unmet need for local genomic testing facilities, to enable upscaling of testing. Here, we compare the outcomes of local (IonTorrent) and commercial (Foundation Medicine) genomic testing collected from 30 cancer patients in from plasma and tissue samples. Overall concordance was high in both tissue (98%) and plasma (94.2%). Variants identified by both platforms had a strong correlation in variant allele frequencies (VAF%): plasma: r = 0.99 p < 0.0001, tissue: r = 0.91 p < 0.0001. However, numerous low VAF% variants resulted in low positive percentage agreement (tissue 78.8% plasma 16.1%) and positive predictive values (tissue 56.3% plasma 71.4%). Local sequencing demonstrated higher fidelity in detecting fusions but low fidelity in detecting indels. Overall, this study supports the use of local genomic testing for routine molecular diagnostics but highlights outstanding issues before widespread implementation. Processing of variants detected at low VAF% and the limit of detection of assays needs to be addressed. Construction of gene panels requires careful consideration, including incorporation of markers of genomic instability.

肿瘤的基因组测序通过精确肿瘤学的实施改善了患者的预后。目前,基因组检测主要局限于研究机构,将样本送到生物制药公司进行分析。批准的靶向治疗的目录不断扩大,造成了对地方基因组检测设施的迫切需求,使检测能够扩大。在这里,我们比较了从30名癌症患者的血浆和组织样本中收集的本地(IonTorrent™)和商业(基础医学)基因组检测的结果。组织(98%)和血浆(94.2%)的总体一致性都很高。两个平台鉴定的变异在变异等位基因频率(VAF%)上有很强的相关性:血浆:r = 0.99 p r = 0.91 p
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引用次数: 0
Exclusion of People Living with HIV in Aggressive B-Cell Non-Hodgkin Lymphoma Studies: A Cross-Sectional Analysis of Clinical Trials from 2014 to 2024. 在侵袭性b细胞非霍奇金淋巴瘤研究中排除艾滋病毒感染者:2014年至2024年临床试验的横断面分析
IF 1.8 4区 医学 Q3 ONCOLOGY Pub Date : 2025-02-01 Epub Date: 2025-02-08 DOI: 10.1080/07357907.2025.2462568
Daniel J Olivieri, Ajay K Gopal, Thomas S Uldrick, Manoj P Menon

Background: Human immunodeficiency virus is associated with the development of various aggressive non-Hodgkin B-cell lymphomas (NHL). Despite this, people living with HIV (PLWH) are often excluded from clinical trials. Here we analyze the change in clinical trial exclusion among PLWH resulting from multilateral advocacy efforts since 2017.

Methods: We identified all US-based clinical trials with the keyword "lymphoma" with start dates between January 01, 2014 and January 04, 2025 using the publicly available NIH Clinical Trial Database (https://www.clinicaltrials.gov/). All studies with aggressive B-cell NHL subtypes were included. Regression models were performed to analyze descriptive factors.

Results: 1,973 US-based clinical trials were captured, of which 945 met criteria for further analysis. PLWH were excluded from 59% pre-2018 versus 48% post-2018. After multivariate adjustment, NIH-funded trials (24% exclusion rate, p < 0.001), other funders (64% exclusion rate), and studies initiated post-2018 (48% exclusion rate, p < 0.001) were associated with inclusion, while CAR-T-related studies (62% exclusion rate, p < 0.05) were associated with exclusion.

Conclusions: Likely partly due to advocacy from ASCO, NCI, and NCCN, there was a significant decrease in exclusion among PLWH in US-based NHL clinical trials. Future research should analyze the safety and efficacy of immunotherapy in PLWH to foster inclusion and reduce stigma among physicians and researchers.

背景:人类免疫缺陷病毒与各种侵袭性非霍奇金b细胞淋巴瘤(NHL)的发展有关。尽管如此,艾滋病毒感染者(PLWH)经常被排除在临床试验之外。在这里,我们分析了自2017年以来多边倡导努力导致的PLWH临床试验排除的变化。方法:我们使用公开的NIH临床试验数据库(https://www.clinicaltrials.gov/),确定了所有以“淋巴瘤”为关键词,开始日期在2014年1月1日至2025年1月4日之间的美国临床试验。所有具有侵袭性b细胞NHL亚型的研究均被纳入。采用回归模型对描述性因素进行分析。结果:收集了1973项美国临床试验,其中945项符合进一步分析的标准。2018年前和2018年后分别有59%和48%的患者排除了PLWH。结论:可能部分由于ASCO、NCI和NCCN的倡导,在美国NHL临床试验中,PLWH的排除率显著降低。未来的研究应分析免疫治疗在PLWH中的安全性和有效性,以促进包容并减少医生和研究人员的耻辱感。
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引用次数: 0
Search for Healthcare and Breast/Gynecological Cancer Prevention Among Brazilian Lesbian Cisgender Women. 搜索巴西女同性恋、顺性女性的保健和乳腺癌/妇科癌症预防。
IF 1.8 4区 医学 Q3 ONCOLOGY Pub Date : 2025-02-01 Epub Date: 2025-01-27 DOI: 10.1080/07357907.2025.2457614
Carolina de Souza, Manoel Antônio Dos Santos

Although breast, cervical, endometrial, and ovarian cancers account for more than 43% of new cases in 2023 in Brazilian women, no national studies were found on the incidence, risk factors, and prevention of breast and gynecological neoplasms in lesbian women, causing the health needs of non-heterosexual women to go unnoticed by professionals. This study aims to identify and analyze the search for healthcare related to the prevention of breast/gynecological cancer among Brazilian lesbian cisgender women who have not had the disease. Seven lesbian women participated in this qualitative study. Semi-structured interviews were conducted and subsequently transcribed and analyzed following the reflexive thematic analysis approach and the theoretical framework of gender studies. Two thematic axes were constructed: gynecological appointments, which includes the subthemes follow-ups, types of exams, and struggles with the healthcare system, and meeting health professionals, which includes relationships with professionals, searching for professionals, discussing sexual orientation, and (un)preparedness. The participants in this study reported visiting a gynecologist at least once and doing preventive exams, although the frequency of these appointments varied for each woman. However, they highlighted that healthcare providers are not adequately prepared to address the needs of lesbian women and to talk about sexual orientation.

尽管乳腺癌、宫颈癌、子宫内膜癌和卵巢癌占巴西妇女2023年新病例的43%以上,但没有发现关于女同性恋妇女乳腺癌和妇科肿瘤发病率、风险因素和预防的全国性研究,导致非异性恋妇女的健康需求被专业人士忽视。这项研究的目的是确定和分析在没有患过乳腺癌的巴西女同性恋顺性女性中与预防乳腺癌/妇科癌症相关的医疗保健搜索。7名女同性恋者参与了这项定性研究。进行半结构化访谈,随后按照反思性主题分析方法和性别研究的理论框架进行转录和分析。构建了两个主题轴:妇科预约,包括副主题随访、检查类型和与医疗保健系统的斗争;会见卫生专业人员,包括与专业人员的关系、寻找专业人员、讨论性取向和(不)准备。这项研究的参与者报告说,她们至少看过一次妇科医生,并做了预防性检查,尽管这些预约的频率因女性而异。然而,他们强调,医疗保健提供者并没有做好充分的准备来解决女同性恋妇女的需求和谈论性取向。
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引用次数: 0
Optimizing Diagnostic Tools & Outcomes Evaluation for t (9;22)-Positive Leukemias in Pediatric Low Middle-Income Country (LMIC) Patients. 优化中低收入国家(LMIC)儿童患者t(9;22)阳性白血病的诊断工具和结果评估。
IF 1.8 4区 医学 Q3 ONCOLOGY Pub Date : 2025-02-01 Epub Date: 2025-01-24 DOI: 10.1080/07357907.2025.2457144
Syed Ibrahim Bukhari, Sadaf Altaf, Hira Saleem, Zehra Fadoo, Asim Fakhruddin Belgaumi, Tariq Moatter, Zeeshan Ansar

Accurate and timely diagnosis of t(9;22)-positive leukemias is vital to improving survival in pediatric patients. In low-resource settings, where healthcare disparities are exacerbated by limited resources, cost-effective and efficient diagnostic methods are essential for bridging these gaps and ensuring better outcomes. Among the diagnostic tools evaluated among 23 patients sample, RT-PCR demonstrated superior sensitivity (100%) and the shortest turnaround time (7 days), significantly outperforming FISH and karyotyping in both accuracy and timeliness. This capability of RT-PCR to provide reliable and rapid results enables earlier treatment initiation, which is critical in managing these aggressive leukemias. Simplified statistical reporting underscores RT-PCR's unmatched sensitivity, while FISH and karyotyping, though useful, showed moderate performance with longer delays. By adopting RT-PCR as the primary diagnostic tool in LMICs, healthcare systems can make faster and more accurate treatment decisions, reduce overall treatment costs by avoiding diagnostic delays, and ultimately improve survival rates in pediatric leukemia patients.

准确、及时地诊断t(9;22)阳性白血病对于提高儿科患者的生存率至关重要。在资源匮乏的环境中,有限的资源加剧了医疗保健方面的差距,具有成本效益和高效的诊断方法对于弥合这些差距和确保取得更好的结果至关重要。在23例患者样本中评估的诊断工具中,RT-PCR表现出更高的灵敏度(100%)和最短的周转时间(7天),在准确性和及时性方面均明显优于FISH和核型。RT-PCR提供可靠和快速结果的能力使早期治疗开始成为可能,这对于治疗这些侵袭性白血病至关重要。简化的统计报告强调了RT-PCR无与伦比的敏感性,而FISH和核型虽然有用,但表现出较长的延迟。通过采用RT-PCR作为中低收入国家的主要诊断工具,医疗保健系统可以做出更快、更准确的治疗决策,通过避免诊断延误降低总体治疗成本,最终提高儿科白血病患者的生存率。
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引用次数: 0
Artificial Intelligence in Cancer Clinical Research: V. What We Have Learned About Human Intelligence from Artificial Intelligence. 人工智能在癌症临床研究中的应用:五、人工智能对人类智能的启示
IF 1.8 4区 医学 Q3 ONCOLOGY Pub Date : 2025-02-01 Epub Date: 2025-03-03 DOI: 10.1080/07357907.2025.2467565
Gary Lyman, Nicole Kuderer
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引用次数: 0
Correction. 修正。
IF 1.8 4区 医学 Q3 ONCOLOGY Pub Date : 2025-02-01 Epub Date: 2025-01-30 DOI: 10.1080/07357907.2025.2456336
{"title":"Correction.","authors":"","doi":"10.1080/07357907.2025.2456336","DOIUrl":"10.1080/07357907.2025.2456336","url":null,"abstract":"","PeriodicalId":9463,"journal":{"name":"Cancer Investigation","volume":" ","pages":"172"},"PeriodicalIF":1.8,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143063858","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Cancer Investigation
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