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Molecular Mechanisms of Kaposi Sarcoma-Associated Herpesvirus (HHV8)-Related Lymphomagenesis. 卡波西肉瘤相关疱疹病毒(HHV8)相关淋巴致病的分子机制
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-10-31 DOI: 10.3390/cancers16213693
Caroline J Yu, Blossom Damania

Approximately 15-20% of cancers are caused by viruses. Kaposi sarcoma-associated herpesvirus (KSHV), also known as human herpesvirus 8 (HHV8), is an oncogenic virus that is the etiologic agent of not only Kaposi sarcoma but also the lymphoproliferative disorders, primary effusion lymphoma (PEL) and multicentric Castleman disease (MCD). KSHV can infect a broad tropism of cells, including B lymphocytes, wherein KSHV encodes specific viral proteins that can transform the cell. KSHV infection precedes the progression of PEL and MCD. KSHV establishes lifelong infection and has two phases of its lifecycle: latent and lytic. During the latent phase, viral genomes are maintained episomally with limited gene expression. Upon sporadic reactivation, the virus enters its replicative lytic phase to produce infectious virions. KSHV relies on its viral products to modulate host factors to evade immune detection or to co-opt their function for KSHV persistence. These manipulations dysregulate normal cell pathways to ensure cell survival and inhibit antiviral immune responses, which in turn, contribute to KSHV-associated malignancies. Here, we highlight the known molecular mechanisms of KSHV that promote lymphomagenesis and how these findings identify potential therapeutic targets for KSHV-associated lymphomas.

大约 15-20%的癌症是由病毒引起的。卡波西肉瘤相关疱疹病毒(KSHV)又称人类疱疹病毒 8(HHV8),是一种致癌病毒,不仅是卡波西肉瘤的病原体,也是淋巴增生性疾病、原发性渗出淋巴瘤(PEL)和多中心卡斯特曼病(MCD)的病原体。KSHV 可感染包括 B 淋巴细胞在内的多种细胞,其中 KSHV 编码的特异性病毒蛋白可转化细胞。KSHV 感染先于 PEL 和 MCD 的进展。KSHV 可终身感染,其生命周期分为两个阶段:潜伏期和溶解期。在潜伏期,病毒基因组偶发保持,基因表达有限。在零星再激活时,病毒进入复制的溶解期,产生有传染性的病毒。KSHV 依靠其病毒产物来调节宿主因子,以逃避免疫检测或利用宿主因子的功能来维持 KSHV 的存在。这些操作会使正常细胞通路失调,从而确保细胞存活并抑制抗病毒免疫反应,进而导致 KSHV 相关恶性肿瘤。在此,我们将重点介绍促进淋巴瘤发生的已知 KSHV 分子机制,以及这些发现如何确定 KSHV 相关淋巴瘤的潜在治疗靶点。
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引用次数: 0
Integrin α6β4 Upregulates PTPRZ1 Through UCHL1-Mediated Hif-1α Nuclear Accumulation to Promote Triple-Negative Breast Cancer Cell Invasive Properties. 整合素α6β4通过UCHL1介导的Hif-1α核聚集上调PTPRZ1,从而促进三阴性乳腺癌细胞的侵袭特性。
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-10-31 DOI: 10.3390/cancers16213683
Min Chen, Parvanee A Karimpour, Andrew Elliott, Daheng He, Teresa Knifley, Jinpeng Liu, Chi Wang, Kathleen L O'Connor

Integrin α6β4 drives triple-negative breast cancer (TNBC) aggressiveness through the transcriptional regulation of key genes. Here, we investigated how integrin α6β4 regulates protein tyrosine phosphatase receptor type Z1 (PTPRZ1). Using stable re-expression of integrin β4 (ITGB4) in cells naturally devoid of integrin α6β4 or knockdown or knockout (KO) of ITGB4, we found that integrin α6β4 regulates PTPRZ1 expression. To gain mechanistic insight, we focused on Hif-1α due to the impact of integrin α6β4 on a hypoxia-associated signature. We found that nuclear localization of Hif-1α, but not Hif-2α, was substantially enhanced with integrin α6β4 signaling. Hif-1α knockdown by shRNA or chemical inhibition decreased PTPRZ1 expression, while chemical activation of Hif-1α increased it. Upstream of Hif-1α, integrin α6β4 upregulates UCHL1 to stabilize Hif-1α and ultimately regulate PTPRZ1. Inhibition of UCHL1 and PTPRZ1 dramatically decreases integrin α6β4-mediated cell migration and three-dimensional invasive growth. Finally, public breast cancer database analyses demonstrated that ITGB4 correlates with PTPRZ1 and that high expression of ITGB4, UCHL1, HIF1A, and PTPRZ1 associated with decreased overall survival, distant metastasis free survival, post progression survival, and relapse-free survival. In summary, these findings provide a novel function of integrin α6β4 in promoting tumor invasive phenotypes through UCHL1-Hif-1α-mediated regulation of PTPRZ1.

整合素α6β4通过对关键基因的转录调控驱动三阴性乳腺癌(TNBC)的侵袭性。在这里,我们研究了整合素α6β4如何调控蛋白酪氨酸磷酸酶受体Z1型(PTPRZ1)。通过在天然缺乏整合素α6β4的细胞中稳定地重新表达整合素β4(ITGB4)或敲除或敲除(KO)ITGB4,我们发现整合素α6β4能调控PTPRZ1的表达。由于整合素α6β4对缺氧相关特征的影响,为了深入了解其机理,我们重点研究了Hif-1α。我们发现,在整合素α6β4信号传导过程中,Hif-1α(而非Hif-2α)的核定位显著增强。通过 shRNA 或化学抑制敲除 Hif-1α 会降低 PTPRZ1 的表达,而化学激活 Hif-1α 则会增加 PTPRZ1 的表达。在 Hif-1α 的上游,整合素 α6β4 上调 UCHL1 以稳定 Hif-1α,并最终调控 PTPRZ1。抑制 UCHL1 和 PTPRZ1 会显著降低整合素 α6β4 介导的细胞迁移和三维侵袭性生长。最后,公共乳腺癌数据库分析表明,ITGB4 与 PTPRZ1 相关,ITGB4、UCHL1、HIF1A 和 PTPRZ1 的高表达与总生存率、无远处转移生存率、进展后生存率和无复发生存率的下降相关。总之,这些发现提供了整合素α6β4通过UCHL1-Hif-1α介导的PTPRZ1调控促进肿瘤侵袭表型的新功能。
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引用次数: 0
Epigenetics of Conjunctival Melanoma: Current Knowledge and Future Directions. 结膜黑色素瘤的表观遗传学:当前知识和未来方向。
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-10-31 DOI: 10.3390/cancers16213687
Kaylea M Flick, Hakan Demirci, F Yesim Demirci

The purpose of this article is to provide a literature review of the epigenetic understanding of conjunctival melanoma (CM), with a primary focus on current gaps in knowledge and future directions in research. CM is a rare aggressive cancer that predominantly affects older adults. Local recurrences and distant metastases commonly occur in CM patients; however, their prediction and management remain challenging. Hence, there is currently an unmet need for useful biomarkers and more effective treatments to improve the clinical outcomes of these patients. Like other cancers, CM occurrence and prognosis are believed to be influenced by multiple genetic and epigenetic factors that contribute to tumor development/progression/recurrence/spread, immune evasion, and primary/acquired resistance to therapies. Epigenetic alterations may involve changes in chromatin conformation/accessibility, post-translational histone modifications or the use of histone variants, changes in DNA methylation, alterations in levels/functions of short (small) or long non-coding RNAs (ncRNAs), or RNA modifications. While recent years have witnessed a rapid increase in available epigenetic technologies and epigenetic modulation-based treatment options, which has enabled the development/implementation of various epi-drugs in the cancer field, the epigenetic understanding of CM remains limited due to a relatively small number of epigenetic studies published to date. These studies primarily investigated DNA methylation, ncRNA (e.g., miRNA or circRNA) expression, or RNA methylation. While these initial epigenetic investigations have revealed some potential biomarkers and/or therapeutic targets, they had various limitations, and their findings warrant replication in independent and larger studies/samples. In summary, an in-depth understanding of CM epigenetics remains largely incomplete but essential for advancing our molecular knowledge and improving clinical management/outcomes of this aggressive disease.

本文旨在对结膜黑色素瘤(CM)的表观遗传学认识进行文献综述,主要关注当前的知识空白和未来的研究方向。结膜黑色素瘤是一种罕见的侵袭性癌症,主要影响老年人。局部复发和远处转移通常发生在 CM 患者身上;然而,对它们的预测和管理仍然具有挑战性。因此,目前对有用的生物标志物和更有效的治疗方法的需求尚未得到满足,以改善这些患者的临床预后。与其他癌症一样,CM 的发生和预后被认为受到多种遗传和表观遗传因素的影响,这些因素会导致肿瘤发生/发展/复发/扩散、免疫逃避以及原发性/获得性耐药性。表观遗传学改变可能涉及染色质构象/可及性的改变、翻译后组蛋白修饰或组蛋白变体的使用、DNA甲基化的改变、短(小)或长非编码RNA(ncRNA)水平/功能的改变或RNA修饰。近年来,可用的表观遗传学技术和基于表观遗传学调节的治疗方案迅速增加,这使得各种表观药物得以在癌症领域开发/应用,但由于迄今为止发表的表观遗传学研究相对较少,人们对中医表观遗传学的了解仍然有限。这些研究主要调查 DNA 甲基化、ncRNA(如 miRNA 或 circRNA)表达或 RNA 甲基化。虽然这些初步的表观遗传学研究揭示了一些潜在的生物标志物和/或治疗靶点,但它们存在各种局限性,其研究结果需要在独立的、更大规模的研究/样本中进行复制。总之,对中风表观遗传学的深入了解在很大程度上仍不全面,但对于增进我们的分子知识和改善这种侵袭性疾病的临床管理/结果至关重要。
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引用次数: 0
Prognostic Value of Neutrophil-to-Eosinophil Ratio (NER) in Cancer: A Systematic Review and Meta-Analysis. 癌症中中性粒细胞与嗜酸性粒细胞比值(NER)的预后价值:系统回顾与元分析》。
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-10-31 DOI: 10.3390/cancers16213689
Taha Koray Sahin, Ruveyda Ayasun, Alessandro Rizzo, Deniz Can Guven

Background: The identification of reliable prognostic biomarkers is crucial for optimizing cancer treatment strategies, especially in the era of personalized medicine. This systematic review and meta-analysis evaluate the prognostic significance of the neutrophil-to-eosinophil ratio (NER) in various cancer types, with a focus on its association with overall survival (OS) and progression-free survival (PFS).

Methods: We conducted a systematic literature search across PubMed, Scopus, and Web of Science databases for studies published up to 28 July 2024. We performed the meta-analyses with the generic inverse variance method with a random effects model and reported hazard ratios (HR) with 95% confidence intervals (CI).

Results: The comprehensive literature search identified 10 studies comprising 2351 patients. Pooled analyses demonstrated that elevated pretreatment NER levels were significantly correlated with poorer OS (HR: 1.74, 95% CI: 1.28-2.36, p < 0.001) and PFS (HR: 1.53, 95% CI: 1.21-1.95, p < 0.001). Subgroup analyses confirmed a consistent adverse association between high NER and OS across various tumor types and geographic locations, although results from studies conducted in the Far East did not reach statistical significance.

Conclusions: This meta-analysis demonstrates that elevated NER is associated with poorer OS and PFS in cancer patients, suggesting its potential utility as a non-invasive prognostic marker. Further validation in large, prospective studies is warranted to establish NER's role in guiding personalized treatment strategies across diverse oncologic contexts.

背景:确定可靠的预后生物标志物对于优化癌症治疗策略至关重要,尤其是在个性化医疗时代。本系统综述和荟萃分析评估了中性粒细胞与嗜酸性粒细胞比值(NER)在各种癌症类型中的预后意义,重点关注其与总生存期(OS)和无进展生存期(PFS)的关系:我们在 PubMed、Scopus 和 Web of Science 数据库中对截至 2024 年 7 月 28 日发表的研究进行了系统的文献检索。我们采用随机效应模型的通用逆方差法进行了荟萃分析,并报告了危险比(HR)及95%置信区间(CI):综合文献检索发现了 10 项研究,共 2351 名患者。汇总分析表明,治疗前 NER 水平升高与较差的 OS(HR:1.74,95% CI:1.28-2.36,p < 0.001)和 PFS(HR:1.53,95% CI:1.21-1.95,p < 0.001)显著相关。亚组分析证实,尽管远东地区的研究结果未达到统计学意义,但不同肿瘤类型和不同地理位置的高NER与OS之间存在一致的不良关联:这项荟萃分析表明,NER升高与癌症患者较差的OS和PFS有关,表明其作为非侵入性预后标志物的潜在作用。有必要在大型前瞻性研究中进一步验证 NER,以确定其在不同肿瘤情况下指导个性化治疗策略的作用。
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引用次数: 0
Analysis of Predictive Factors Associated with Unsuccessful Sentinel Lymph Node Mapping in Endometrial Carcinoma. 子宫内膜癌前哨淋巴结造影不成功的相关预测因素分析
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-10-31 DOI: 10.3390/cancers16213680
Linas Andreika, Monika Šiaudinytė, Karolina Vankevičienė, Diana Ramašauskaitė, Vilius Rudaitis

Background: Sentinel lymph node (SLN) biopsy is recommended over systematic lymphadenectomy in early-stage endometrial cancer due to its lower morbidity and comparable detection rate. The objective of this study was to identify clinical factors associated with unsuccessful mapping.

Methods: Between April 2020 and June 2024, 120 patients over the age of 18 and diagnosed with early-stage endometrial cancer were enrolled in this prospective study at a single institution. Demographic, clinicopathologic, and treatment data were collected and analyzed using descriptive statistics. Univariate and multiple linear regressions were performed to identify predictors of failed mapping.

Results: The mean age of the patient cohort was 62.5 years (range 33 to 83), and the mean body mass index (BMI) was 32 kg/m2 (range 18 to 50). Patients underwent intracervical injections with methylene blue (MB), indocyanine green (ICG), or a combination of both tracers, with 40 patients in each group. A total of 108 patients (90.0%) were diagnosed with endometrioid carcinoma and 12 (10.0%) with non-endometrioid cancers. Additionally, 110 patients (91.7%) were diagnosed in early stages of the disease. The overall SLN detection rate was 73.4%, with bilateral detection at 49.2% and unilateral detection at 24.2%. Univariate analysis showed that older age (p < 0.001), menopause (p = 0.001), the use of MB as the sole tracer (p = 0.006), a shorter tumor-to-serosa distance (p = 0.048), and bulky lymph nodes (p = 0.18) were associated with unsuccessful mapping. Multiple linear regression model analysis identified age (p = 0.007), tracer type (p = 0.013), and enlarged lymph nodes (p = 0.013) as independent predictors of SLN mapping failure.

Conclusions: Advanced age, tracer type, and intraoperative detection of enlarged lymph nodes were identified as independent risk factors for unsuccessful mapping in patients undergoing laparoscopic SLN mapping.

背景:在早期子宫内膜癌中,前哨淋巴结(SLN)活检因其较低的发病率和可比的检出率而被推荐用于系统性淋巴结切除术。本研究旨在确定与未成功绘制淋巴结活检图相关的临床因素:方法:2020 年 4 月至 2024 年 6 月期间,120 名年龄超过 18 岁且确诊为早期子宫内膜癌的患者在一家医疗机构参加了这项前瞻性研究。研究人员收集了人口统计学、临床病理学和治疗数据,并使用描述性统计学方法进行了分析。进行了单变量和多元线性回归,以确定制图失败的预测因素:患者的平均年龄为 62.5 岁(33 至 83 岁不等),平均体重指数(BMI)为 32 kg/m2(18 至 50 kg/m2不等)。患者接受了亚甲蓝(MB)、吲哚菁绿(ICG)或两种示踪剂的联合宫颈内注射,每组 40 人。共有 108 名患者(90.0%)被确诊为子宫内膜样癌,12 名患者(10.0%)被确诊为非子宫内膜样癌。此外,110 名患者(91.7%)被诊断为疾病的早期阶段。SLN总检出率为73.4%,双侧检出率为49.2%,单侧检出率为24.2%。单变量分析表明,年龄较大(p < 0.001)、绝经(p = 0.001)、使用 MB 作为唯一示踪剂(p = 0.006)、肿瘤到骨膜距离较短(p = 0.048)和肿大淋巴结(p = 0.18)与绘制不成功有关。多元线性回归模型分析发现,年龄(p = 0.007)、示踪剂类型(p = 0.013)和肿大淋巴结(p = 0.013)是SLN绘图失败的独立预测因素:结论:高龄、示踪剂类型和术中发现淋巴结肿大被认为是腹腔镜SLN映射术患者映射失败的独立风险因素。
{"title":"Analysis of Predictive Factors Associated with Unsuccessful Sentinel Lymph Node Mapping in Endometrial Carcinoma.","authors":"Linas Andreika, Monika Šiaudinytė, Karolina Vankevičienė, Diana Ramašauskaitė, Vilius Rudaitis","doi":"10.3390/cancers16213680","DOIUrl":"10.3390/cancers16213680","url":null,"abstract":"<p><strong>Background: </strong>Sentinel lymph node (SLN) biopsy is recommended over systematic lymphadenectomy in early-stage endometrial cancer due to its lower morbidity and comparable detection rate. The objective of this study was to identify clinical factors associated with unsuccessful mapping.</p><p><strong>Methods: </strong>Between April 2020 and June 2024, 120 patients over the age of 18 and diagnosed with early-stage endometrial cancer were enrolled in this prospective study at a single institution. Demographic, clinicopathologic, and treatment data were collected and analyzed using descriptive statistics. Univariate and multiple linear regressions were performed to identify predictors of failed mapping.</p><p><strong>Results: </strong>The mean age of the patient cohort was 62.5 years (range 33 to 83), and the mean body mass index (BMI) was 32 kg/m<sup>2</sup> (range 18 to 50). Patients underwent intracervical injections with methylene blue (MB), indocyanine green (ICG), or a combination of both tracers, with 40 patients in each group. A total of 108 patients (90.0%) were diagnosed with endometrioid carcinoma and 12 (10.0%) with non-endometrioid cancers. Additionally, 110 patients (91.7%) were diagnosed in early stages of the disease. The overall SLN detection rate was 73.4%, with bilateral detection at 49.2% and unilateral detection at 24.2%. Univariate analysis showed that older age (<i>p</i> < 0.001), menopause (<i>p</i> = 0.001), the use of MB as the sole tracer (<i>p</i> = 0.006), a shorter tumor-to-serosa distance (<i>p</i> = 0.048), and bulky lymph nodes (<i>p</i> = 0.18) were associated with unsuccessful mapping. Multiple linear regression model analysis identified age (<i>p</i> = 0.007), tracer type (<i>p</i> = 0.013), and enlarged lymph nodes (<i>p</i> = 0.013) as independent predictors of SLN mapping failure.</p><p><strong>Conclusions: </strong>Advanced age, tracer type, and intraoperative detection of enlarged lymph nodes were identified as independent risk factors for unsuccessful mapping in patients undergoing laparoscopic SLN mapping.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"16 21","pages":""},"PeriodicalIF":4.5,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11544850/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142615349","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
Deciphering the Tumor Microenvironment in Prostate Cancer: A Focus on the Stromal Component. 解密前列腺癌的肿瘤微环境:聚焦基质成分。
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-10-31 DOI: 10.3390/cancers16213685
Hubert Pakula, Filippo Pederzoli, Giuseppe Nicolò Fanelli, Pier Vitale Nuzzo, Silvia Rodrigues, Massimo Loda

Prostate cancer progression is significantly affected by its tumor microenvironment, in which mesenchymal cells play a crucial role. Stromal cells are modified by cancer mutations, response to androgens, and lineage plasticity, and in turn, engage with epithelial tumor cells via a complex array of signaling pathways and ligand-receptor interactions, ultimately affecting tumor growth, immune interaction, and response to therapy. The metabolic rewiring and interplay in the microenvironment play an additional role in affecting the growth and progression of prostate cancer. Finally, therapeutic strategies and novel clinical trials with agents that target the stromal microenvironment or disrupt the interaction between cellular compartments are described. This review underscores cancer-associated fibroblasts as essential contributors to prostate cancer biology, emphasizing their potential as prognostic indicators and therapeutic targets.

前列腺癌的进展受到肿瘤微环境的重大影响,而间质细胞在其中发挥着至关重要的作用。间质细胞会因癌症突变、对雄激素的反应和血统可塑性而发生改变,进而通过一系列复杂的信号通路和配体-受体相互作用与上皮肿瘤细胞相互作用,最终影响肿瘤生长、免疫相互作用和对治疗的反应。微环境中的代谢重构和相互作用在影响前列腺癌的生长和进展方面发挥着额外的作用。最后,还介绍了针对基质微环境或破坏细胞间相互作用的药物的治疗策略和新型临床试验。这篇综述强调了癌症相关成纤维细胞对前列腺癌生物学的重要贡献,并强调了它们作为预后指标和治疗靶点的潜力。
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引用次数: 0
Characteristics of Cancer in Subjects Carrying Lynch Syndrome-Associated Gene Variants in Taiwanese Population: A Hospital-Based Study in Taiwan. 台湾人群中携带林奇综合征相关基因变异的癌症特征:以医院为基础的台湾研究
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-10-31 DOI: 10.3390/cancers16213682
Yi-Peng Chen, Tzu-Hung Hsiao, Wan-Tzu Lin, Yi-Jun Liao, Szu-Chia Liao, Hsin-Ju Tsai, Yen-Ju Chen, Pei-Pei Jhan, Pei-Ying Kao, Ying-Cheng Lin, Han-Ni Chuang

Lynch syndrome (LS) is an autosomal dominant disorder characterized by increased risks of colorectal and endometrial cancers. LS is defined by pathogenic variants in mismatch repair (MMR) genes, including MLH1, MSH2, and MSH6. Data on the prevalence and associated cancer risks of LS in the Han Chinese population remain limited. In this study, using a broad biobank approach through the Taiwan Precision Medicine Initiative (TPMI), we identified LS-associated MMR gene variants within a cohort of 42,828 participants from a Taiwanese medical center. A total of 89 individuals were found to carry pathogenic MMR variants: MLH1 (n = 22, 25%), MSH2 (n = 47, 53%), and MSH6 (n = 20, 22%). The overall prevalence of MMR variants was calculated, and cancer incidence rates among carriers were determined. The prevalence of MMR variants in the study population was 1 in 481. The distribution of MLH1, MSH2, and MSH6 variants were 24.7%, 52.8%, and 22.5%, respectively. Cumulative cancer incidence rates of carriers were 40.9% for MLH1 carriers, 29.8% for MSH2, and 40% for MSH6. Among the 19 individuals who underwent colonoscopy screening, the prevalence of polyps was similar to that of the control group (adenoma detection rate: 32% vs 26%, p = 0.585). A meticulous analysis of the detected polyps in seven participants, considering factors such as location, size, morphology, and pathological features, showed no significant differences from controls. A significant cancer risk is associated with LS-related MMR variants in the Taiwanese population. The apparent under diagnosis of LS highlights the urgent need for enhanced surveillance and genetic counseling in this demographic. Our findings suggest that adjustments in the current screening protocols may be warranted to better identify and manage at-risk individuals.

林奇综合征(Lynch Syndrome,LS)是一种常染色体显性遗传疾病,其特征是结直肠癌和子宫内膜癌的患病风险增加。林奇综合征是由错配修复(MMR)基因(包括 MLH1、MSH2 和 MSH6)中的致病变异定义的。有关汉族人群中 LS 患病率和相关癌症风险的数据仍然有限。在这项研究中,我们通过台湾精准医疗计划(TPMI)的广泛生物库方法,在台湾一家医疗中心的 42828 名参与者中发现了 LS 相关的 MMR 基因变异。共发现89人携带致病性MMR基因变异:MLH1(22人,占25%)、MSH2(47人,占53%)和MSH6(20人,占22%)。计算了MMR变异体的总体流行率,并确定了携带者的癌症发病率。在研究人群中,MMR变异体的流行率为1/481。MLH1、MSH2和MSH6变异体的分布比例分别为24.7%、52.8%和22.5%。MLH1携带者的累积癌症发病率为40.9%,MSH2为29.8%,MSH6为40%。在接受结肠镜筛查的 19 人中,息肉的发病率与对照组相似(腺瘤检出率:32% 对 26%,P = 0.585)。考虑到位置、大小、形态和病理特征等因素,对 7 名参与者查出的息肉进行了细致分析,结果显示与对照组无明显差异。在台湾人群中,与LS相关的MMR变异与重大癌症风险有关。LS的诊断率明显偏低,这凸显了在这一人群中加强监测和遗传咨询的迫切性。我们的研究结果表明,可能需要调整目前的筛查方案,以更好地识别和管理高危人群。
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引用次数: 0
AI-Guided Cancer Therapy for Patients with Coexisting Migraines. 为并发偏头痛患者提供人工智能引导的癌症疗法。
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-10-31 DOI: 10.3390/cancers16213690
David B Olawade, Jennifer Teke, Khadijat K Adeleye, Eghosasere Egbon, Kusal Weerasinghe, Saak V Ovsepian, Stergios Boussios

Background: Cancer remains a leading cause of death worldwide. Progress in its effective treatment has been hampered by challenges in personalized therapy, particularly in patients with comorbid conditions. The integration of artificial intelligence (AI) into patient profiling offers a promising approach to enhancing individualized anticancer therapy. Objective: This narrative review explores the role of AI in refining anticancer therapy through personalized profiling, with a specific focus on cancer patients with comorbid migraine. Methods: A comprehensive literature search was conducted across multiple databases, including PubMed, Scopus, and Google Scholar. Studies were selected based on their relevance to AI applications in oncology and migraine management, with a focus on personalized medicine and predictive modeling. Key themes were synthesized to provide an overview of recent developments, challenges, and emerging directions. Results: AI technologies, such as machine learning (ML), deep learning (DL), and natural language processing (NLP), have become instrumental in the discovery of genetic and molecular biomarkers of cancer and migraine. These technologies also enable predictive analytics for assessing the impact of migraine on cancer therapy in comorbid cases, predicting outcomes and provide clinical decision support systems (CDSS) for real-time treatment adjustments. Conclusions: AI holds significant potential to improve the precision and effectiveness of the management and therapy of cancer patients with comorbid migraine. Nevertheless, challenges remain over data integration, clinical validation, and ethical consideration, which must be addressed to appreciate the full potential for the approach outlined herein.

背景:癌症仍然是全球死亡的主要原因。由于个性化治疗面临挑战,特别是对合并症患者的治疗,阻碍了有效治疗癌症的进展。将人工智能(AI)整合到患者特征描述中,为加强个体化抗癌治疗提供了一种前景广阔的方法。目的:这篇叙述性综述探讨了人工智能在通过个性化分析完善抗癌疗法中的作用,并特别关注合并偏头痛的癌症患者。研究方法在多个数据库(包括 PubMed、Scopus 和 Google Scholar)中进行了全面的文献检索。根据研究与人工智能在肿瘤学和偏头痛管理中的应用的相关性选择研究,重点关注个性化医疗和预测建模。对关键主题进行了综合,以概述最新发展、挑战和新兴方向。成果:机器学习 (ML)、深度学习 (DL) 和自然语言处理 (NLP) 等人工智能技术在发现癌症和偏头痛的基因和分子生物标记物方面发挥了重要作用。这些技术还能进行预测分析,评估偏头痛对合并癌症治疗的影响,预测结果,并提供临床决策支持系统(CDSS)以进行实时治疗调整。结论人工智能在提高合并偏头痛的癌症患者的管理和治疗的精确性和有效性方面具有巨大潜力。然而,数据整合、临床验证和伦理考虑等方面的挑战依然存在,必须解决这些问题,才能充分发挥本文所述方法的潜力。
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引用次数: 0
Breast Cancer and Mental Health: Incidence and Influencing Factors-A Claims Data Analysis from Germany. 乳腺癌与心理健康:发病率和影响因素--来自德国的索赔数据分析。
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-10-31 DOI: 10.3390/cancers16213688
Alexandra von Au, Dominik Dannehl, Tjeerd Maarten Hein Dijkstra, Raphael Gutsfeld, Anna Sophie Scholz, Kathrin Hassdenteufel, Markus Hahn, Sabine Hawighorst-Knapstein, Alexandra Isaksson, Ariane Chaudhuri, Armin Bauer, Markus Wallwiener, Diethelm Wallwiener, Sara Yvonne Brucker, Andreas Daniel Hartkopf, Stephanie Wallwiener

Background/objectives: With breast cancer (BC) survival improving due to optimized therapy, enhancing quality of life has become increasingly important. Both diagnosis and treatment, with their potential side effects, pose risks to mental well-being. Our study aimed to analyze the incidence and potential risk factors for mental disorders in BC patients.

Methods: This retrospective analysis used claims data from AOK Baden-Wuerttemberg, including 11,553 BC patients diagnosed via ICD code C50 between 2010 and 2020 and 31,944 age-matched controls. Patients with mental disorders in the 12 months prior to diagnosis were excluded. Mental disorders were categorized into eight groups based on ICD codes: anxiety, obsessive compulsive disorder, adjustment disorder, dissociative disorder, hypochondriac disorder, affective disorder, mania, and other neuroses.

Results: Mental disorders were significantly more common in BC patients than in controls (64.2% vs. 38.1%, p < 0.01, OR 2.91, 95%CI [2.79, 3.04]). In particular, hypochondriac, anxiety, affective, and adjustment disorders occurred significantly more often in BC patients. No differences were found for mania, bipolar disease, other neuroses, obsessive compulsive-, or dissociative disorders. Furthermore, endocrine therapy was associated with psychological comorbidities (OR 1.69, p < 0.001, 95%CI [1.53, 1.86]), while primarily metastasized patients (stage C) had a lower risk than adjuvant patients in stage A (OR 0.55, p < 0.0001, 95%CI [0.49, 0.61]). Regarding surgical treatment, mastectomy patients showed lower rates of mental illnesses (61.2%) than those with breast-conserving treatment (71.6%), or especially breast reconstruction (78.4%, p < 0.01). Breast reconstruction was also associated with more hypochondriac (p < 0.01) and adjustment disorders (p < 0.01).

Conclusions: So, BC patients experience significantly more mental disorders than controls, particularly when treated with endocrine therapy and breast reconstructive surgery.

背景/目的:随着乳腺癌(BC)生存率因优化治疗而提高,提高生活质量变得越来越重要。诊断和治疗及其潜在的副作用都会给患者的心理健康带来风险。我们的研究旨在分析乳腺癌患者精神障碍的发病率和潜在风险因素:这项回顾性分析使用了 AOK 巴登-符腾堡州的理赔数据,其中包括 2010 年至 2020 年期间通过 ICD 代码 C50 诊断的 11,553 名 BC 患者和 31,944 名年龄匹配的对照组患者。诊断前12个月内患有精神障碍的患者不包括在内。根据ICD代码将精神障碍分为八组:焦虑症、强迫症、适应障碍、分离障碍、疑病症、情感障碍、躁狂症和其他神经官能症:在 BC 患者中,精神障碍的发病率明显高于对照组(64.2% 对 38.1%,P < 0.01,OR 2.91,95%CI [2.79,3.04])。尤其是疑病症、焦虑症、情感障碍和适应障碍在 BC 患者中的发生率明显更高。在躁狂症、双相情感障碍、其他神经官能症、强迫症或分离性障碍方面没有发现差异。此外,内分泌治疗与心理合并症相关(OR 1.69,P < 0.001,95%CI [1.53,1.86]),而主要转移患者(C 期)的风险低于 A 期辅助治疗患者(OR 0.55,P < 0.0001,95%CI [0.49,0.61])。在手术治疗方面,乳房切除术患者的精神疾病发病率(61.2%)低于保乳治疗患者(71.6%),尤其是乳房重建患者(78.4%,P < 0.01)。乳房重建也与更多的疑病症(p < 0.01)和适应障碍(p < 0.01)有关:因此,BC 患者的精神障碍明显多于对照组,尤其是在接受内分泌治疗和乳房重建手术时。
{"title":"Breast Cancer and Mental Health: Incidence and Influencing Factors-A Claims Data Analysis from Germany.","authors":"Alexandra von Au, Dominik Dannehl, Tjeerd Maarten Hein Dijkstra, Raphael Gutsfeld, Anna Sophie Scholz, Kathrin Hassdenteufel, Markus Hahn, Sabine Hawighorst-Knapstein, Alexandra Isaksson, Ariane Chaudhuri, Armin Bauer, Markus Wallwiener, Diethelm Wallwiener, Sara Yvonne Brucker, Andreas Daniel Hartkopf, Stephanie Wallwiener","doi":"10.3390/cancers16213688","DOIUrl":"10.3390/cancers16213688","url":null,"abstract":"<p><strong>Background/objectives: </strong>With breast cancer (BC) survival improving due to optimized therapy, enhancing quality of life has become increasingly important. Both diagnosis and treatment, with their potential side effects, pose risks to mental well-being. Our study aimed to analyze the incidence and potential risk factors for mental disorders in BC patients.</p><p><strong>Methods: </strong>This retrospective analysis used claims data from AOK Baden-Wuerttemberg, including 11,553 BC patients diagnosed via ICD code C50 between 2010 and 2020 and 31,944 age-matched controls. Patients with mental disorders in the 12 months prior to diagnosis were excluded. Mental disorders were categorized into eight groups based on ICD codes: anxiety, obsessive compulsive disorder, adjustment disorder, dissociative disorder, hypochondriac disorder, affective disorder, mania, and other neuroses.</p><p><strong>Results: </strong>Mental disorders were significantly more common in BC patients than in controls (64.2% vs. 38.1%, <i>p</i> < 0.01, OR 2.91, 95%CI [2.79, 3.04]). In particular, hypochondriac, anxiety, affective, and adjustment disorders occurred significantly more often in BC patients. No differences were found for mania, bipolar disease, other neuroses, obsessive compulsive-, or dissociative disorders. Furthermore, endocrine therapy was associated with psychological comorbidities (OR 1.69, <i>p</i> < 0.001, 95%CI [1.53, 1.86]), while primarily metastasized patients (stage C) had a lower risk than adjuvant patients in stage A (OR 0.55, <i>p</i> < 0.0001, 95%CI [0.49, 0.61]). Regarding surgical treatment, mastectomy patients showed lower rates of mental illnesses (61.2%) than those with breast-conserving treatment (71.6%), or especially breast reconstruction (78.4%, <i>p</i> < 0.01). Breast reconstruction was also associated with more hypochondriac (<i>p</i> < 0.01) and adjustment disorders (<i>p</i> < 0.01).</p><p><strong>Conclusions: </strong>So, BC patients experience significantly more mental disorders than controls, particularly when treated with endocrine therapy and breast reconstructive surgery.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"16 21","pages":""},"PeriodicalIF":4.5,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11545012/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142615479","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
Machine Learning Assessment of Background Parenchymal Enhancement in Breast Cancer and Clinical Applications: A Literature Review. 乳腺癌背景实质增强的机器学习评估及临床应用:文献综述
IF 4.5 2区 医学 Q1 ONCOLOGY Pub Date : 2024-10-31 DOI: 10.3390/cancers16213681
Katie S Duong, Rhianna Rubner, Adam Siegel, Richard Adam, Richard Ha, Takouhie Maldjian

Background Parenchymal Enhancement (BPE) on breast MRI holds promise as an imaging biomarker for breast cancer risk and prognosis. The ability to identify those at greatest risk can inform clinical decisions, promoting early diagnosis and potentially guiding strategies for prevention such as risk-reduction interventions with the use of selective estrogen receptor modulators and aromatase inhibitors. Currently, the standard method of assessing BPE is based on the Breast Imaging-Reporting and Data System (BI-RADS), which involves a radiologist's qualitative categorization of BPE as minimal, mild, moderate, or marked on contrast-enhanced MRI. This approach can be subjective and prone to inter/intra-observer variability, and compromises accuracy and reproducibility. In addition, this approach limits qualitative assessment to 4 categories. More recently developed methods using machine learning/artificial intelligence (ML/AI) techniques have the potential to quantify BPE more accurately and objectively. This paper will review the current machine learning/AI methods to determine BPE, and the clinical applications of BPE as an imaging biomarker for breast cancer risk prediction and prognosis.

背景 乳腺核磁共振成像(MRI)上的实质增强(BPE)有望成为乳腺癌风险和预后的成像生物标志物。识别高危人群的能力可为临床决策提供依据,促进早期诊断,并有可能指导预防策略,如使用选择性雌激素受体调节剂和芳香化酶抑制剂进行风险降低干预。目前,评估 BPE 的标准方法是基于乳腺成像报告和数据系统 (BI-RADS),即由放射科医生在对比增强 MRI 上将 BPE 定性分为极小、轻度、中度或明显。这种方法可能比较主观,容易造成观察者之间/观察者内部的差异,影响准确性和可重复性。此外,这种方法将定性评估限制在 4 个类别。最近开发的使用机器学习/人工智能(ML/AI)技术的方法有可能更准确、更客观地量化 BPE。本文将综述目前确定 BPE 的机器学习/人工智能方法,以及 BPE 作为乳腺癌风险预测和预后的成像生物标志物的临床应用。
{"title":"Machine Learning Assessment of Background Parenchymal Enhancement in Breast Cancer and Clinical Applications: A Literature Review.","authors":"Katie S Duong, Rhianna Rubner, Adam Siegel, Richard Adam, Richard Ha, Takouhie Maldjian","doi":"10.3390/cancers16213681","DOIUrl":"10.3390/cancers16213681","url":null,"abstract":"<p><p>Background Parenchymal Enhancement (BPE) on breast MRI holds promise as an imaging biomarker for breast cancer risk and prognosis. The ability to identify those at greatest risk can inform clinical decisions, promoting early diagnosis and potentially guiding strategies for prevention such as risk-reduction interventions with the use of selective estrogen receptor modulators and aromatase inhibitors. Currently, the standard method of assessing BPE is based on the Breast Imaging-Reporting and Data System (BI-RADS), which involves a radiologist's qualitative categorization of BPE as minimal, mild, moderate, or marked on contrast-enhanced MRI. This approach can be subjective and prone to inter/intra-observer variability, and compromises accuracy and reproducibility. In addition, this approach limits qualitative assessment to 4 categories. More recently developed methods using machine learning/artificial intelligence (ML/AI) techniques have the potential to quantify BPE more accurately and objectively. This paper will review the current machine learning/AI methods to determine BPE, and the clinical applications of BPE as an imaging biomarker for breast cancer risk prediction and prognosis.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"16 21","pages":""},"PeriodicalIF":4.5,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11545443/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142614269","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
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Cancers
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