41. Tumor budding and poorly differentiated clusters as a biological continuum in colorectal cancer invasion and prognosis.
作者: Tariq Sami Haddad.;John-Melle Bokhorst.;Luuk van den Dobbelsteen.;Sonay K Öztürk.;Elias Baumann.;Shannon van Vliet.;Kiek Verrijp.;Nigel B Jamieson.;Colin Wood.;Martin D Berger.;Richard Kirsch.;Marco Aben.;Natasja Rutgers.;Hideki Ueno.;Francesco Ciompi.;Femke Simmer.;Jeroen van der Laak.;Alessandro Lugli.;Inti Zlobec.;Iris Nagtegaal.
来源: Sci Rep. 2025年15卷1期16944页
Tumor budding (TB) and poorly differentiated clusters (PDCs) are features of infiltrative growth patterns and powerful independent prognostic factors in colorectal cancer (CRC), yet the underlying biological mechanisms behind their role in CRC invasion is less understood. The aim of this study was to investigate the molecular background and prognostic role of tumor cluster size at the invasive margin (IM) of CRC, and determine whether a biological continuum between TB and PDCs exists. Using a combination of spatial transcriptomic and immunohistochemical (IHC) techniques, we demonstrated a biological continuum from larger to smaller tumor clusters, with TB possessing greater invasive potential than PDCs. We deployed artificial intelligence on a cohort of 1134 Stage I-III CRC resections to automatically detect nearly 400,000 isolated tumor cells/clusters of any particular size across the IM. We determined that 2-celled clusters were the most abundant feature at the IM, and the simultaneous assessment of TB and PDCs yielded a prognostic performance stronger than either independently. Our study provides a deeper understanding of the mechanisms behind CRC invasion while improving risk stratification for Stage I-III CRC.
42. Platelets and diseases: signal transduction and advances in targeted therapy.
作者: Yuchen Tian.;Yao Zong.;Yidan Pang.;Zhikai Zheng.;Yiyang Ma.;Changqing Zhang.;Junjie Gao.
来源: Signal Transduct Target Ther. 2025年10卷1期159页
Platelets are essential anucleate blood cells that play pivotal roles in hemostasis, tissue repair, and immune modulation. Originating from megakaryocytes in the bone marrow, platelets are small in size but possess a highly specialized structure that enables them to execute a wide range of physiological functions. The platelet cytoplasm is enriched with functional proteins, organelles, and granules that facilitate their activation and participation in tissue repair processes. Platelet membranes are densely populated with a variety of receptors, which, upon activation, initiate complex intracellular signaling cascades. These signaling pathways govern platelet activation, aggregation, and the release of bioactive molecules, including growth factors, cytokines, and chemokines. Through these mechanisms, platelets are integral to critical physiological processes such as thrombosis, wound healing, and immune surveillance. However, dysregulated platelet function can contribute to pathological conditions, including cancer metastasis, atherosclerosis, and chronic inflammation. Due to their central involvement in both normal physiology and disease, platelets have become prominent targets for therapeutic intervention. Current treatments primarily aim to modulate platelet signaling to prevent thrombosis in cardiovascular diseases or to reduce excessive platelet aggregation in other pathological conditions. Antiplatelet therapies are widely employed in clinical practice to mitigate clot formation in high-risk patients. As platelet biology continues to evolve, emerging therapeutic strategies focus on refining platelet modulation to enhance clinical outcomes and prevent complications associated with platelet dysfunction. This review explores the structure, signaling pathways, biological functions, and therapeutic potential of platelets, highlighting their roles in both physiological and pathological contexts.
43. Tumor-derived exosomal CCT6A serves as a matchmaker introducing chemokines to tumor-associated macrophages in pancreatic ductal adenocarcinoma.
作者: Tianyin Ma.;Wing-Wa Guo.;Minghe Zhang.;Wenzhi He.;Cairang Dongzhi.;Xiangdong Gongye.;Peng Xia.;Yibo Chai.;Zhang Chen.;Yimin Zhu.;Chengming Qu.;Jie Liu.;Zhiyong Yang.;Weijie Ma.;Ming Tian.;Yufeng Yuan.
来源: Cell Death Dis. 2025年16卷1期382页
M2-polarized tumor-associated macrophages (TAMs) are a key factor contributing to the poor prognosis of pancreatic ductal adenocarcinoma (PDAC). While various factors within the tumor microenvironment (TME) drive their formation, the role of PDAC-derived exosomes in this process remains unclear. We aim to clarify the regulatory impacts of tumor-derived exosomes to TAMs. After the intratumoral injection to subcutaneous tumor of C57BL/6 mice, we demonstrated PDAC-derived exosomes exacerbate PDAC progression, accompanied with upregulated M2 phenotype of TAMs and unaffected proliferation signatures. Through intratumoral injection model and multi-Omics analyses, we identified CCT6A as a novel tumor-derived exosomal protein, bridging TAMs M2 polarization and PDAC prognosis. Co-culture with exosomes derived from CCT6Ahigh PDAC leads to greater M2 phenotype of TAMs via PI3K-AKT signaling. According to proteomics data, chemokines' abundance reduces over tenfold once exosomal CCT6A absence, including CXCL1, CXCL3, CCL20 and CCL5, whose interaction with CCT6A in PDAC cells was confirmed by interactomics data. Moreover, we found silencing CCT6A abrogated the antagonism effects of CD47 antibody immunotherapy. Our findings implied that the subunit of the T-complex protein Ring Complex (TRiC) CCT6A serves as a matchmaker during exosome-mediated chemokines transfer from PDAC to TAMs. Silencing CCT6A effectively sensitized PDAC to CD47 antibody immunotherapy in vivo.
44. Anti-BCL2 therapy eliminates giant congenital melanocytic nevus by senolytic and immune induction.
作者: Boxuan Wei.;Qingxiong Yu.;Jiamin Jin.;Danli Zhu.;Bohan Lai.;Jieyu Gu.;Ran Yang.;Huailiang Huang.;Hongzhan Lin.;Liang Zhang.;Tao Zan.;Feng Xie.;Kang Zhang.;Qingfeng Li.
来源: Signal Transduct Target Ther. 2025年10卷1期161页
Giant congenital melanocytic nevus (GCMN) is a RAS/RAF mutation-driven syndrome characterized by extensive melanocytic lesions, posing psychological challenges and a lifelong risk of malignancy. Existing treatments like surgical resection and laser therapy fail to fully remove lesions, and MAPK inhibitors show limited efficacy. This study identified a predominant population of senescent cells and a minority of proliferative cells in GCMN, necessitating dual-targeted strategies. We found that the anti-apoptotic protein BCL2 is expressed in both senescent and proliferative cells from GCMN patients with various gene mutations. Coexpression of P16 and BCL2 indicated a phenotype of growth arrest and cell survival. BCL2 inhibitors (BCL2i) showed significant cytotoxicity to GCMN cells in vitro. Hypopigmentation and GCMN cell clearance were observed in patient-derived xenograft models and in NrasQ61K-mutated and BrafV600E-mutated transgenic models following BCL2i treatment. Histology of regressed GCMN indicated extensive immune cell infiltration, suggesting immune involvement. Single-cell sequencing and immunostaining revealed that activated neutrophils formed extracellular traps, synergizing with BCL2i to treat GCMN. Neutrophil depletion and immunosuppression reduce treatment efficacy, highlighting the crucial role of the immune response post-BCL2i treatment. Long-term follow-up showed no recurrence, with neutrophils and T cells residing in the dermis, indicating memory immune reactions. These findings present a promising therapeutic strategy and underscore the translational potential of BCL2i in treating GCMN.
45. Long-Term Efficacy of Pembrolizumab and the Clinical Utility of ctDNA in Locally Advanced dMMR/MSI-H Solid Tumors.
作者: Michael LaPelusa.;Wei Qiao.;Bryan Iorgulescu.;Francis San Lucas.;Keyur Patel.;Deepak Bhamidipati.;Jane Varkey Thomas.;Nancy You.;Wai Chin Foo.;Dipen Maru.;Selvi Thirumurthi.;Van Morris.;Scott Kopetz.;Michael Overman.;Kaysia Ludford.
来源: Nat Commun. 2025年16卷1期4514页
Neoadjuvant immunotherapy can induce pathologic complete response (pCR) in patients with localized deficient mismatch repair (dMMR)/microsatellite instability-high (MSI-H) tumors. The long-term outcomes of these patients are unknown, as is the clinical utility of measuring circulating tumor DNA (ctDNA). Follow-up was evaluated in patients enrolled in a phase II trial (NCT04082572) that evaluated the efficacy and safety of pembrolizumab in patients with localized dMMR/MSI-H tumors. The primary outcomes of this trial have previously been reported. 3-year EFS and OS rates were 80% (95% CI: 66% - 93%) and 94% (95% CI: 86% - 100%). Patients without detectable ctDNA after pembrolizumab had higher 3-year EFS and OS rates than patients with detectable ctDNA after pembrolizumab (3-year EFS 92% vs 20%; p < 0.001, 3-year OS 100% vs 80%; p < 0.001). Patients with colorectal cancer (CRC) who had undetectable ctDNA after pembrolizumab were more likely to have pCR compared to those with detectable ctDNA after pembrolizumab (91% vs 0%; p = 0.03). Patients with CRC who were managed non-operatively and had undetectable ctDNA after pembrolizumab had a higher 2-year EFS rate than patients with detectable ctDNA after pembrolizumab (100% vs 33%; p = 0.03). Pembrolizumab demonstrates long-term efficacy in patients with localized dMMR/MSI-H tumors.
46. USP14/S100A11 axis promote colorectal cancer progression by inhibiting cell senescence.
作者: Yong Huang.;Xiaolei Tang.;Hao Xie.;Zhaoying Wu.;Lei Jin.;Lei Zhang.;Xidong Lin.;Hailang Zhou.;Junwei Zou.
来源: Cell Death Dis. 2025年16卷1期384页
The aberrant expression of S100A11 has been identified in various malignancies but its functional roles and underlying mechanisms in colorectal cancer (CRC) have not been fully elucidated. Therefore, this study was designed to investigate the expression of S100A11 and its functional significance in CRC, indicating that S100A11 is significantly upregulated and correlates with poor survival outcomes in CRC. Functionally, S100A11 knockdown in CRC cell lines inhibited cell proliferation, invasion, and migration, leading to decreased tumour growth and metastasis in vivo. Mechanistic investigations revealed that S100A11 promotes cell proliferation and invasion by suppressing cell senescence. In addition, USP14 interacts with and mediates S100A11 deubiquitination. More importantly, the overexpression of S100A11 was able to partially counteract the reduction in cell proliferation caused by the knockdown of USP14. In summary, the novel regulatory axis involving USP14 and S100A11 modulates the malignant biological behavior of CRC cells through inhibiting cell senescence, therefore the interaction between USP14 and S100A11 represents a promising therapeutic target in CRC.
47. Development and Evaluation of a Droplet Digital PCR Assay for the Accurately Detecting the CircHIPK3 in Plasma Samples from Patients with Hepatocellular Carcinoma.
作者: Yuanye Ji.;Ping Tuo.;Shun Zhang.;Ting Cai.;Liyun Fu.;Qinzhi Deng.;Houdao Fu.;Guosheng Gao.;Fajiu Wang.;Peng Zhu.
来源: J Microbiol Biotechnol. 2025年35卷e2412048页
Hepatocellular carcinoma (HCC) is an increasingly prevalent malignant neoplasm on a global scale. Circrna HIPK3 (circHIPK3) has been identified as playing a key role in HCC tumorigenesis and as a novel biomarker. In this study, we aimed at developing a sensitive and accurate method for the detection of circHIPK3 in low load plasma samples using a droplet digital PCR (ddPCR). We designed circHIPK3 gradient primers and probes and optimized the PCR system to improve performance. Then we assessed and compared the linearity and sensitivity of ddPCR and quantitative PCR (qPCR) using the circHIPK3 plasmid DNA as a template. Using these methods, circHIPK3 concentrations were quantitatively determined in 3 cell lines and 40 plasma samples to assess clinical stability. Within the plasmid concentration range of 31-36 copies/μl, the ddPCR exhibited a linear fitting equation of Y = 1.037X-0.1724 with R² value of 0.9940, which surpassed the corresponding R² value of 0.9877 for qPCR. Furthermore, the limit of blank (LOB) and limit of detection (LOD) for ddPCR were determined to be 0.157 copies/μl and 0.594 copies/μl, respectively, which were significantly lower than the LOD of qPCR (5.753 copies/μl). In clinical samples, ddPCR demonstrated a commendable correlation with qPCR, evidenced by a Kappa value of 0.677 (p < 0.05, 95% CI [0.503-0.851]) and an intraclass correlation coefficient (ICC) of 0.903 (95% CI [0.831-0.946]). Notably, ddPCR identified 11 positive samples that qPCR failed to detect. The ddPCR-based circHIPK3 liquid biopsy method emerged as a highly sensitive and accurate approach, lending itself well to clinical applications.
48. Gambogic Acid Induces Ferroptosis via miR-1291/FOXA2 Axis in Gastric Cancer.
作者: Chun-Mei Qian.;Liu Yang.;Yi-Ying Wang.;Zi-Liang Wang.;Zi-Hang Xu.;Mi-Die Xu.;Xing Zhang.;Xiao-Yu Wang.
来源: Am J Chin Med. 2025年53卷3期951-971页
Gastric cancer (GC) remains a leading cause of cancer-related mortality worldwide, posing a significant threat to human health. Recently, gambogic acid (GA) has garnered attention for its anticancer properties in GC. However, it remains unclear whether GA can regulate other forms of cell death beyond apoptosis. In this study, we found that GA inhibited proliferation and induced ferroptosis in GC cells. Western blot analysis was employed to assess ferroptosis and endoplasmic reticulum (ER) stress-related proteins, as well as forkhead box A2 (FOXA2) expression. Additionally, malondialdehyde (MDA) and glutathione (GSH) levels were measured following GA treatment, and quantitative real-time polymerase chain reaction (RT-qPCR) was used to evaluate miR-1291 expression. Our findings revealed that GA treatment elevated reactive oxygen species (ROS) levels and promoted intracellular Fe[Formula: see text], MDA, and GSH accumulation. Furthermore, GA upregulated SLC7A11 and ferritin expression while suppressing glutathione peroxidase 4 (GPX4) in AGS and HGC27 cells, suggesting its role in ferroptosis induction. Notably, GA increased miR-1291 levels and downregulated FOXA2 expression. Subsequent analyses showed FOXA2 as a direct target of miR-1291. Functional experiments involving miR-1291 and FOXA2 knockdown or overexpression further suggested that the miR-1291/FOXA2 axis mediates ferroptosis. Finally, tumor xenograft models showed that GA effectively inhibited tumor growth by inducing ferroptosis. In conclusion, our study provides compelling evidence that GA induces ferroptosis in GC through the miR-1291/FOXA2 axis, highlighting its potential as a novel therapeutic strategy and preventive target for gastric cancer treatment.
49. Celastrol Induces Ferroptosis by Regulating CERKL to Exert Anti-Gastric Cancer Effect.
作者: Chang Yang.;Rui Xue.;Chuling Qin.;Lingyue Huang.;Rongrong Nie.;Yuqin Luo.;Siyuan Xu.;Ke Tang.;Jianning Chen.;Lulu Jia.;Qinyou Tan.
来源: Am J Chin Med. 2025年53卷3期931-949页
Gastric cancer is a significant global health issue. Celastrol, a natural compound, has shown antitumor potential, but its molecular mechanism in gastric cancer remains unclear. In this study, we treated HGC-27 cells with celastrol and employed CCK8, colony formation, and Transwell assays, revealing its inhibitory effect on cell proliferation and migration. Flow cytometry assay results showed that celastrol could elevate the level of reactive oxygen species (ROS) in HGC-27 cells. By using the iron ion and malondialdehyde (MDA) detection kits, it was found that celastrol promoted the accumulation of iron ions (Fe[Formula: see text] in HGC-27 cells, increased the MDA content, and simultaneously decreased the glutathione (GSH) content. Additionally, Western blot analysis indicated that celastrol exerts an inhibitory effect on the expression of ferroptosis-marker proteins GPX4 and SLC7A11. PCR array and further experiments identified CERKL as a key factor, whose downregulation by celastrol was associated with enhanced ferroptosis. In vivo, celastrol inhibited tumor growth without affecting body weight or organ histology. Our findings suggest that celastrol may inhibit gastric cancer via CERKL-regulated ferroptosis, providing a potential therapeutic strategy.
50. A Multi-Level Analysis of Barriers and Promoting Factors to Cascade Screening Uptake Among Male Relatives of BRCA1/2 Carriers: A Qualitative Study.
作者: G Ongaro.;J G Hamilton.;V Groner.;J L Hay.;M Calvello.;S Oliveri.;B Bonanni.;I Feroce.;G Pravettoni.
来源: Psychooncology. 2025年34卷5期e70160页
Pathogenic variants in the BRCA1/2 genes significantly elevate risks of breast, ovarian, prostate, and pancreatic cancer. Clinical guidelines recommend cascade screening (CS) to identify at-risk family members and advance genetically targeted disease prevention. However, despite the benefits of CS, testing uptake remains suboptimal, particularly among male first-degree relatives (FDRs) of female BRCA1/2 carriers.
51. Ultrasensitive TALEs-mediated electrochemical sensor for DNA methylation detection based on RCA reaction and Exo III cyclic amplification-assisted "silver-link" crossing electrode.
作者: Jialin Zhang.;Mengyu Kang.;Jinhui Li.;Bin Huang.;Kangqiang Lu.;Abuliti Abudula.;Herui Wen.;Guoqing Guan.
来源: Anal Chim Acta. 2025年1358卷344088页
Pancreatic cancer has become one of the most challenging malignant tumors. This type of cancer shows a high mortality paralleling morbidity and a rather low 5-year survival rate. Early diagnosis of the disease is the key to prevent and treat the pancreatic cancer. Cellular free DNA (cfDNA) methylation detection is a promising non-invasive method in early cancer screening, diagnosis, and prognostic monitoring. However, there are still shortcomings in developing fast, sensitive, low-cost, and quantitative methods for detecting target methylated DNA. Herein, new transcription activator-like effectors (TALEs)-mediated electrochemical sensor by rolling circle amplification (RCA)-assisted "silver-link" crossing electrode was developed for detecting DNA methylation of Ras association domain family 1 isoform A (RASSF1A) tumor suppressor genes (R-5mC). The TALEs-Ni magnetic beads could specifically recognize R-5mC and bind to target methylated DNA to trigger the RCA and catalytic hairpin assembly (CHA), thereby duplexes (H1-H2) were generated. By introducing H3 probe to cause CHA amplification and Exo III-assisted cyclic amplification strategy, large amounts of H2 probes were generated to trigger a new round of RCA reaction, long crossing DNA strands were formed between the gaps of electrodes. The "silver-link" crossing electrode was formed by metallization of "gene-link" and target was detected by recording this change in conductivity. The limit of detection (LOD) was 0.5 fM. The proposed electrochemical sensor showed good stability, high sensitivity and low detected background signal in the R-5mC detection. In addition, the R-5mC detection of cfDNA in plasma samples of cancer patients was satisfactory. This strategy is of great significance in the early screening, treatment and prognosis monitoring of pancreatic cancer.
52. Factors Affecting Genomic Testing in Prostate Cancer: Results From the Decision-Making, Experience, and Confidence In Determining Genomic Evaluation (DECIDE) Survey.
作者: Rhonda L Bitting.;Christopher McNair.;Alexander W Wyatt.;Gillian Vandekerkhove.;Taehwa Choi.;Amy E Leader.;Joshua Blanding-Godbolt.;Laura Gross.;Khaldoun Hamade.;Susan Halabi.;Veda N Giri.
来源: JCO Precis Oncol. 2025年9卷e2400821页
Genomic testing for prostate cancer (PCa) clinical management and hereditary cancer assessment has grown in clinical impact; however, challenges remain regarding optimal implementation and end-user confidence. The Decision-making, Experience, and Confidence In Determining Genomic Evaluation (DECIDE) survey was designed to collect information regarding utility and understanding of genomic testing from PCa health care providers, researchers, and stakeholders.
53. Phase II Study of Niraparib in Patients With Advanced Melanoma With Homologous Recombination Pathway Gene Mutations.
作者: Kevin B Kim.;Pierre-Yves Desprez.;David de Semir.;Rinette W L Woo.;Anima Sharma.;Robyn Jones.;Chongshan Caressi.;Mehdi Nosrati.;Emilia Janiczek.;Julia Rivera Penafiel.;Mohammed Kashani-Sabet.
来源: JCO Precis Oncol. 2025年9卷e2400658页
Patients with metastatic melanoma who progress on checkpoint inhibitors and BRAF-targeting drugs have limited therapeutic options. Up to one third of melanomas harbor at least one molecular aberration in the homologous recombination (HR) pathway, leading to HR deficiency.
54. Hotspot BRCA1/2 Mutations in Tumors With Microsatellite Instability Suggest Passenger Mutation Status and Evaluation of Therapeutic Options.
作者: Padma Sheila Rajagopal.;Sajida Hassan.;Colin C Pritchard.
来源: JCO Precis Oncol. 2025年9卷e2500141页
In cancers with both high microsatellite instability (MSI-H) and BRCA1/2 mutations, BRCA1/2 mutations may be incidentally caused by MSI and represent passenger mutations versus drivers of those cancers. Reporting of these mutations without additional clarification may result in poly (ADP-ribose) polymerase (PARP) inhibitor therapy, where there is not likely true benefit. The purpose of this work was to identify BRCA1/2 passenger mutation hotspots that are secondary to MSI-H status rather than truly independent driving mutations.
55. Outcomes After Radiation for Oligoprogressive Disease Sites in Patients With EGFR-Mutant Lung Cancer Treated With Osimertinib.
作者: Monica F Chen.;Mark Y Jeng.;Jennifer Ma.;Prashasti Agrawal.;Elizabeth Dunne.;Lillian A Boe.;Mark G Kris.;James Huang.;Harini Veeraraghavan.;Daniel Gomez.;Helena A Yu.
来源: JCO Precis Oncol. 2025年9卷e2500047页
Oligoprogressive disease (OPD) commonly occurs in patients with advanced EGFR mutation-positive non-small cell lung cancer (EGFR+ LC) on systemic therapy. While radiation therapy (XRT) to treat OPD can improve outcomes, the clinical and genomic predictors of benefit from local therapy for oligoprogression on osimertinib are unclear.
56. Hypotaurine promotes glioma cell invasion by hypermethylating the Wnt5a promoter.
Glioma is a particularly lethal central nervous system tumor. Identifying the boundary between gliomas and normal tissues is difficult due to their infiltrative and invasive growth characteristics. This can result in the inevitable recurrence of the tumor after surgery. Preventing the residual tumor from growing or spreading is a major obstacle in treating gliomas. An earlier study suggested that hypotaurine could enhance the invasion of glioma cells while inhibiting the activity of demethylases. The hypotaurine synthesis-deficient U251 cell line usage showed a decrease in the cells' invasion capability. Analysis of gene expression profiles showed that reducing the activity of a critical enzyme in hypotaurine production, 2-aminoethanethiol dioxygenase (ADO), had a notable effect on the extracellular matrix-receptor interaction. Decreased intracellular ADO expression led to a significant increase in Wnt5a expression. Cells exposed to hypotaurine exhibited decreased levels of both intracellular Wnt5a protein and its corresponding mRNA. The observed characteristic was linked to increased methylation of the Wnt5a gene promoter, possibly due to hypotaurine's ability to inhibit demethylase enzymes. To sum up, the research showed that U251 cells lacking hypotaurine synthesis were susceptible to epigenetic changes, and Wnt5a seemed to function as a cancer inhibitor in this scenario. It would be beneficial to reevaluate this tumor suppressive effect in real tumor samples, which may contribute to the development of new glioma interference strategies.
57. A combined risk model shows viability for personalized breast cancer risk assessment in the Indonesian population: A case/control study.
作者: Bijak Rabbani.;Sabrina Gabriel Tanu.;Kevin Nathanael Ramanto.;Jessica Audrienna.;Eric Aria Fernandez.;Fatma Aldila.;Mar Gonzalez-Porta.;Margareta Deidre Valeska.;Jessline Haruman.;Lorina Handayani Ulag.;Yusuf Maulana.;Kathleen Irena Junusmin.;Margareta Amelia.;Gabriella Gabriella.;Feilicia Soetyono.;Aulian Fajarrahman.;Salma Syahfani Maudina Hasan.;Faustina Audrey Agatha.;Marco Wijaya.;Stevany Tiurma Br Sormin.;Levana Sani.;Astrid Irwanto.;Samuel J Haryono.;Soegianto Ali.
来源: PLoS One. 2025年20卷5期e0321545页
Breast cancer remains a significant concern worldwide, with a rising incidence in Indonesia. This study aims to evaluate the applicability of risk-based screening approaches in the Indonesian demographic through a case-control study involving 305 women. We developed a personalized breast cancer risk assessment workflow that integrates multiple risk factors, including clinical (Gail) and polygenic (Mavaddat) risk predictions, into a consolidated risk category. By evaluating the area under the receiver operating characteristic curve (AUC) of each single-factor risk model, we demonstrated that they retained their predictive accuracy in the Indonesian context (AUC for clinical risk: 0.67 [0.61,0.74]; AUC for genetic risk: 0.67 [0.61,0.73]). Notably, our combined risk approach enhanced the AUC to 0.70 [0.64,0.76], highlighting the advantages of a multifaceted model. Our findings demonstrate for the first time the applicability of the Mavaddat and Gail models to Indonesian populations, and show that within this demographic, combined risk models provide a superior predictive framework compared to single-factor approaches.
58. Autoencoder techniques for survival analysis on renal cell carcinoma.
作者: Iñigo Sanz Ilundain.;Laura Hernández-Lorenzo.;Cristina Rodríguez-Antona.;Jesús García-Donas.;José L Ayala.
来源: PLoS One. 2025年20卷5期e0321045页
Survival is the gold standard in oncology when determining the real impact of therapies in patients outcome. Thus, identifying molecular predictors of survival (like genetic alterations or transcriptomic patterns of gene expression) is one of the most relevant fields in current research. Statistical methods and metrics to analyze time-to-event data are crucial in understanding disease progression and the effectiveness of treatments. However, in the medical field, data is often high-dimensional, complicating the application of such methodologies. In this study, we addressed this challenge by compressing the high-dimensional transcriptomic data of patients treated with immunotherapy (avelumab + axitinib) and a TKI (sunitinib) into latent, meaningful features using autoencoders. We applied a semi-parametric statistical approach based on the COX Proportional Hazards model, coupled with Breslow's estimator, to predict each patient's Progression-Free Survival (PFS) and determine survival functions. Our analysis explored various penalty configurations and their combinations. Given the complexity of transcriptomic data, we extended our model to incorporate both tabular data and its graph variant, where edges represent protein-protein interactions between genes, offering a more insightful approach. Recognizing the interpretability challenges inherent in neural networks, particularly autoencoders, we analyzed the mutual information between genes in the original data and their latent feature representations to clarify which genes are most associated with specific latent variables. The results indicate that different types of autoencoders are better suited for different tasks: denoising autoencoders excel at accurate reconstruction, while the sparse variant is more effective at producing meaningful representations. Additionally, combining these penalties enhances both reconstruction quality and the interpretability of latent features. The interpretable models identified genes such as LRP2 and ACE2 as highly relevant to renal cell carcinoma. This research underscores the utility of autoencoders in managing high-dimensional data problems.
59. Diagnostic, prognostic, and immunological roles of FUT8 in lung adenocarcinoma and lung squamous cell carcinoma.
作者: Zhijun Li.;Zhenpeng Zhu.;Peng Wang.;Chenyang Hou.;Lijuan Ren.;Dandan Xu.;Xiran Wang.;Fei Guo.;Qingxue Meng.;Weizheng Liang.;Jun Xue.;Xuejun Zhi.
来源: PLoS One. 2025年20卷5期e0321756页
Lung cancer remains the leading cause of malignant tumors worldwide in terms of the incidence and mortality, posing a significant threat to human health. Given that distant metastases typically occur at the time of initial diagnosis, leading to a poor 5-year survival rate among patients, it is crucial to identify markers for diagnosis, prognosis, and therapeutic efficacy monitoring. Abnormal glycosylation is a hallmark of cancer cells, characterized by the disruption of core fucosylation, which is predominantly driven by the enzyme fucosyltransferase 8 (FUT8). Evidence indicates that FUT8 is a pivotal enzyme in cancer onset and progression, influencing cellular glycosylation pathways. Utilizing bioinformatics approaches, we have investigated FUT8 in lung cancer, resulting in a more systematic and comprehensive understanding of its role in the disease's pathogenesis. In this study, we employed bioinformatics to analyze the differential expression of FUT8 between LUAD and LUSC. We observed upregulation of FUT8 in both LUAD and LUSC, associated with unfavorable prognosis, and higher diagnostic utility in LUAD. GO/KEGG analysis revealed a primary association between LUAD and the spliceosome. Immunologically, FUT8 expression was significantly associated with immune cell infiltration and immune checkpoint activity, with a notable positive correlation with M2 macrophage infiltration. Our analysis of FUT8 indicates that it may serve as a potential biomarker for lung cancer diagnosis and prognosis, and could represent a therapeutic target for LUAD and LUSC immunotherapy.
60. Characterization of small extracellular vesicles from ovarian cancer patients and pre-diagnostic patient samples: Evidence from the Danish blood donor study.
作者: Nanna Lond Skov Frisk.;Malene Møller Jørgensen.;Rikke Bæk.;Amila Iriskic Atic.;Thorsten Rejkjær Brodersen.;Sisse Rye Ostrowski.;Margit Hørup Larsen.;Dorthe Posselt.;Estrid Høgdall.;Claus Høgdall.;Ole Birger Vesterager Pedersen.;Louise Torp Dalgaard.
来源: PLoS One. 2025年20卷5期e0323529页
Ovarian cancer (OC) is the leading cause of gynecological cancer deaths. Current biomarkers of OC are not specific or sensitive enough. Extracellular vesicles (EVs), EV surface proteins and their cargo microRNA (miRNA) show potential as biomarkers. This study aimed to characterize the ability of EVs to identify early OC-biomarkers among blood donors six months before their diagnosis.
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