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Human papillomavirus (HPV) - driven head and neck squamous cell carcinoma (HNSCC) in a multi-ethnic developing country. 人类乳头瘤病毒(HPV)驱动的头颈部鳞状细胞癌(HNSCC)在多民族发展中国家。
IF 3.4 2区 医学 Q2 ONCOLOGY Pub Date : 2026-01-30 DOI: 10.1186/s12885-026-15550-0
Hans Prakash Sathasivam, Rohaizam Japar, Zanariah Alias, Zahirrudin Zakaria, Hasmah Hashim, Shashi Gopalan Marimuthu, Noraida Khalid, Pappathy Vairavan, Angeline Madatang, Doh Jeing Yong, Avatar Singh Mohan Singh, Abd Razak Ahmad

Background: Squamous cell carcinoma is the most common type of head and neck cancer. A subset of head and neck squamous cell carcinoma (HNSCC) is caused by human papillomavirus (HPV). Data regarding HPV-driven HNSCC from low- and middle-income countries is lacking.

Methods: A cross-sectional multicentre study of adult patients diagnosed with primary HNSCC between 2016 and 2020 was carried out. HPV status was determined through detection of high-risk HPV mRNA via in situ hybridization (RNAISH). Tumours were classified as being HPV-driven when there was positivity for RNAISH. p16INK4a immunohistochemistry (IHC) and HPV DNA detection and genotyping (HPVDNA) via a PCR-based method were also carried out. The prognostic utility of RNAISH, p16INK4a immunohistochemistry (IHC) alone and combined p16INK4a & HPVDNA were assessed using survival analysis.

Results: A total of 356 cases of HNSCC were assessed for HPV status. Median age was 64 years (IQR: 15), and 69.9% of patients were males. The prevalence of HPV-driven HNSCC was approximately 11.0% (95% CI: 7.9-14.7%). The vast majority of HPV-driven HNSCC were from the oropharynx (94.9%). None of the tumours originating from the oral cavity, larynx and hypopharynx were HPV-driven. Seven different genotypes were found in HPV-driven HNSCC.

Conclusions: In our cohort, HPV-driven HNSCC was primarily encountered in tumours originating from the oropharynx. HPV16 was the most frequently encountered genotype in our cohort. It is recommended that determination of HPV status be based on single testing with RNAISH or dual testing of p16INK4a IHC in conjunction with HPVDNA as an acceptable alternative in resource limited settings to improve patient stratification for treatment as well as clinical outcomes.

背景:鳞状细胞癌是头颈部最常见的癌症类型。头颈部鳞状细胞癌(HNSCC)的一个子集是由人乳头瘤病毒(HPV)引起的。关于中低收入国家hpv驱动的HNSCC的数据缺乏。方法:对2016年至2020年诊断为原发性HNSCC的成年患者进行横断面多中心研究。通过原位杂交(RNAISH)检测高危HPV mRNA来确定HPV状态。当RNAISH呈阳性时,肿瘤被归类为hpv驱动。采用p16INK4a免疫组化(IHC)和基于pcr的方法进行HPVDNA检测和基因分型(HPVDNA)。通过生存分析评估RNAISH、p16INK4a免疫组织化学(IHC)单独以及p16INK4a和HPVDNA联合应用的预后价值。结果:共有356例HNSCC被评估HPV状态。中位年龄64岁(IQR: 15), 69.9%为男性。hpv驱动的HNSCC患病率约为11.0% (95% CI: 7.9-14.7%)。绝大多数hpv驱动的HNSCC来自口咽部(94.9%)。所有来自口腔、喉部和下咽的肿瘤都不是hpv驱动的。在hpv驱动的HNSCC中发现了7种不同的基因型。结论:在我们的队列中,hpv驱动的HNSCC主要发生在源自口咽的肿瘤中。在我们的队列中,HPV16是最常见的基因型。建议在资源有限的情况下,通过RNAISH单次检测或p16INK4a IHC与HPVDNA双重检测来确定HPV状态,这是一种可接受的替代方法,可以改善患者的治疗分层和临床结果。
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引用次数: 0
Medication adherence in a German cohort of patients with advanced or metastatic breast cancer: results of the BRE-BY-MED study. 德国一组晚期或转移性乳腺癌患者的药物依从性:BRE-BY-MED研究的结果
IF 3.4 2区 医学 Q2 ONCOLOGY Pub Date : 2026-01-30 DOI: 10.1186/s12885-026-15641-y
Lilly Sophia Brandstetter, Anna Grau, Max Müller-Reiter, Jessica Salmen, Jacqueline Müller-Nordhorn, Nikola Beck, Peter Heuschmann, Stefan Störk, Achim Wöckel, Jens-Peter Reese
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引用次数: 0
Navigating cancer treatment in people with intellectual disability: a qualitative study of professionals' and family members' perspectives. 在智障人士中引导癌症治疗:专业人士和家庭成员观点的定性研究。
IF 3.4 2区 医学 Q2 ONCOLOGY Pub Date : 2026-01-30 DOI: 10.1186/s12885-026-15601-6
Daniel Satgé, Kristopher Lamore, Sarah Habib-Hadef, Aurélie Curnier, Hélène Carbone, Florence Cousson-Gélie
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引用次数: 0
Reappraisal of the prognostic significance of vaginal invasion, parametrial invasion and lymph node metastasis in locally advanced cervical cancer patients receiving concurrent chemoradiotherapy: a multi-center large cohort study. 阴道浸润、参数浸润及淋巴结转移对局部晚期宫颈癌同步放化疗患者预后的影响:一项多中心大队列研究
IF 3.4 2区 医学 Q2 ONCOLOGY Pub Date : 2026-01-29 DOI: 10.1186/s12885-026-15661-8
Xi-Lin Yang, Jian-Li He, Tie-Jun Wang, Li Ran, Li-Juan Zou, Xiao-Ge Sun, Xiao-Mei Li, Zi Liu, Yong-Gang Shi, Sha Li, Feng-Ju Zhao, Kun Gao, Wei Zhong, Guang-Hui Cheng, Ya-Li Gao, Bao-Sheng Sun, Jun-Fang Yan, Li-Chun Wei, Fu-Quan Zhang

Objective: To construct and validate a predictive model to better differentiate the survival outcomes for locally advanced cervical cancer patients (LACC) receiving concurrent chemoradiotherapy (CCRT).

Methods: Patients were separately classified as vaginal invasion (VI), parametrial invasion (PI) or lymph node metastasis (LNM) based on disease extension. The survival outcomes were compared. Cox regression were performed to identify risk factors. Accordingly, the nomogram was constructed and validated. Moreover, the predictive performance between model and 2018 FIGO staging system was compared.

Results: LNM could significantly impair the survival for patients with VI (5-yr OS:77.7% VS 95.6%) (P = 0.018). Patients with bilateral extension to pelvic sidewall (BEP) and bilateral parametrial invasion (BPI) showed worse 5-yr OS (42.4% and 60.9%) compared to those with unilateral extension to pelvic sidewall (UEP) and unilateral parametrial invasion (UPI) (81.7% and 89.1%) (P < 0.001). Additionally, LNM didn't affect the prognosis of patients with PI. The nomogram incorporating pathology, PI and pelvic LNM was constructed and showed decent predictive performance both in the training and test cohort. Besides, nomogram possessed better predictive ability than 2018 FIGO staging system both in the training (5-yr AUC: 0.79 VS 0.59) and validation cohort (5-yr AUC: 0.77 VS 0.64).

Conclusions: LNM would impair the survival for patients with VI not those with PI and a nomogram was constructed and validated to better differentiate the prognosis for LACC patients than FIGO staging system.

目的:建立并验证一种预测模型,以更好地区分局部晚期宫颈癌(LACC)同步放化疗(CCRT)患者的生存结局。方法:根据病情扩展情况将患者分为阴道侵犯(VI)、参数性侵犯(PI)和淋巴结转移(LNM)。比较两组患者的生存结局。采用Cox回归分析确定危险因素。在此基础上,构造并验证了模态图。并对模型与2018年FIGO分期系统的预测性能进行了比较。结果:LNM可显著降低VI患者的生存率(5年OS:77.7% VS 95.6%) (P = 0.018)。与单侧骨盆侧壁延伸(UEP)和单侧参数侵犯(UPI)患者(81.7%和89.1%)相比,双侧骨盆侧壁延伸(BEP)和双侧参数侵犯(BPI)患者的5年OS(42.4%和60.9%)更差(P)。结论:LNM会损害VI患者的生存,而非PI患者,构建并验证了nomogram与FIGO分期系统相比,可以更好地区分LACC患者的预后。
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引用次数: 0
C21orf2 as a potential regulator of JAK2/STAT3 signaling in prostate cancer cell proliferation and apoptosis: an exploratory study. C21orf2作为JAK2/STAT3信号在前列腺癌细胞增殖和凋亡中的潜在调节因子:一项探索性研究
IF 3.4 2区 医学 Q2 ONCOLOGY Pub Date : 2026-01-29 DOI: 10.1186/s12885-026-15637-8
ShiHao Jiang, Shuai Su, Delin Wang

Background: Prostate cancer (PCa) is a major health concern for men worldwide, and its incidence is rising rapidly, so identifying key molecules that regulate the malignant biological behavior of PCa is crucial for early diagnosis and targeted therapy. This study aimed to elucidate the regulatory role of chromosome 21 open reading frame 2 (C21orf2) in the biological functions of prostate cancer cells and further explore the molecular mechanisms by which C21orf2 regulates cell proliferation and apoptosis via the JAK2/STAT3 signaling pathway.

Materials and methods: In vitro, C21orf2's effects on cell proliferation, migration, invasion, and apoptosis were tested using CCK-8, scratch assays, Transwell assays, TUNEL staining, and electron microscopy. Western blotting assessed the impact of C21orf2 on JAK2/STAT3 proteins and related markers. Co-immunoprecipitation and immunofluorescence explored interactions with downstream targets. In vivo, a subcutaneous xenograft model in nude mice validated C21orf2's role in tumor growth and apoptosis.

Results: C21orf2 was upregulated in prostate cancer tissues and regulated the malignant biological behavior of prostate cancer cells, and C21orf2 showed a negative correlation with KCTD5. High expression of C21orf2 promoted the activation of the JAK2/STAT3 signaling pathway and upregulated its downstream target genes, including c-MYC, Cyclin A1, Bcl-2, and Cleaved caspase-3, thereby promoting cell proliferation and inhibiting apoptosis.

Conclusions: Our study indicates that C21orf2 is a potential biomarker for the diagnosis and treatment of prostate cancer and highlights its potential as a therapeutic target through the JAK2/STAT3 signaling pathway in prostate cancer.

背景:前列腺癌(Prostate cancer, PCa)是全球男性的主要健康问题,其发病率正在迅速上升,因此确定调控前列腺癌恶性生物学行为的关键分子对于早期诊断和靶向治疗至关重要。本研究旨在阐明21号染色体开放阅读框2 (C21orf2)在前列腺癌细胞生物学功能中的调控作用,并进一步探讨C21orf2通过JAK2/STAT3信号通路调控细胞增殖和凋亡的分子机制。材料与方法:采用CCK-8法、划痕法、Transwell法、TUNEL染色法和电镜法检测C21orf2对体外细胞增殖、迁移、侵袭和凋亡的影响。Western blotting评估C21orf2对JAK2/STAT3蛋白及相关标记物的影响。共免疫沉淀和免疫荧光探索了与下游靶点的相互作用。在体内,裸鼠皮下异种移植模型证实了C21orf2在肿瘤生长和凋亡中的作用。结果:C21orf2在前列腺癌组织中表达上调,调节前列腺癌细胞的恶性生物学行为,且C21orf2与KCTD5呈负相关。C21orf2的高表达可激活JAK2/STAT3信号通路,上调其下游靶基因c-MYC、Cyclin A1、Bcl-2、Cleaved caspase-3,从而促进细胞增殖,抑制细胞凋亡。结论:我们的研究表明C21orf2是前列腺癌诊断和治疗的潜在生物标志物,并强调了其通过JAK2/STAT3信号通路作为前列腺癌治疗靶点的潜力。
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引用次数: 0
Fucosylation enhances CD34⁺ hematopoietic stem cell homing and longevity via E-selectin-mediated adhesion and signaling. 聚焦化通过e -选择素介导的粘附和信号传导增强CD34 +造血干细胞的归巢和寿命。
IF 3.4 2区 医学 Q2 ONCOLOGY Pub Date : 2026-01-29 DOI: 10.1186/s12885-026-15614-1
Asma S Al-Amoodi, Arwa A Alghuneim, Jana S Malki, Shuho Nozue, Yanyan Li, Jing Kai, Huoming Zhang, Dalila Bensaddek, Amal Kamal Abdel-Aziz, Satoshi Habuchi, Jasmeen S Merzaban

Background: Hematopoietic stem cell transplantation (HSCT) is a cornerstone treatment for blood disorders and hematological malignancies, although its efficacy is limited by inefficient stem cell homing to the bone marrow. We previously demonstrated that fucosylated HSC ligands interact with endothelial E-selectin to facilitate homing. However, the downstream consequences of modulating fucosylation in HSCs remain unclear. Here, we systematically characterized how enhancing or inhibiting fucosylation-via recombinant human fucosyltransferase 6 (FTVI) or 2-fluoro-L-fucose (2FF), respectively-affects migration, signaling, and engraftment of human granulocyte-colony stimulating factor-mobilized peripheral blood CD34⁺ (mPB-CD34⁺) cells.

Methods: Live-cell imaging under flow, phosphoproteomics, and transcriptomics were used to characterize rolling dynamics and intracellular signaling, and in vivo homing was assessed in immunodeficient xenograft mouse models.

Results: Fucosylation enhanced tether and sling formation, improved E-selectin binding, and increased homing to the bone marrow and spleen. FTVI-treated cells activated MAPK and PI3K/AKT/mTOR pathways and showed enriched Rho-GTPase signaling, associated with proliferation and migration. In contrast, 2FF-treated cells had impaired migration and reduced rolling efficiency. Long-term xenograft studies showed enhanced bone marrow engraftment/persistence of fucosylated cells without altering lineage output.

Conclusion: Fucosylation critically modulates E-selectin interactions, migration, and intracellular signaling in HSCs. These findings highlight glycoengineering as a promising strategy to enhance HSC transplantation outcomes in cancer therapy.

背景:造血干细胞移植(HSCT)是血液疾病和血液系统恶性肿瘤的基础治疗方法,尽管其疗效受到低效率的干细胞归家到骨髓的限制。我们之前证明了聚焦的HSC配体与内皮细胞e -选择素相互作用以促进归巢。然而,在造血干细胞中调节聚焦化的下游后果尚不清楚。在这里,我们系统地表征了分别通过重组人聚焦转移酶6 (FTVI)或2-氟- l聚焦(2FF)增强或抑制聚焦如何影响人粒细胞集落刺激因子动员的外周血CD34⁺(mPB-CD34⁺)细胞的迁移、信号传导和植入。方法:利用流式活细胞成像、磷酸化蛋白质组学和转录组学来表征滚动动力学和细胞内信号传导,并在免疫缺陷异种移植小鼠模型中评估体内归巢。结果:聚焦化增强了系索和吊索的形成,改善了e -选择素的结合,增加了骨髓和脾脏的归巢。经ftvi处理的细胞激活了MAPK和PI3K/AKT/mTOR通路,Rho-GTPase信号富集,与增殖和迁移有关。相比之下,2ff处理的细胞迁移受损,滚动效率降低。长期异种移植研究表明,在不改变谱系输出的情况下,聚焦细胞的骨髓植入/持续增强。结论:聚焦化对造血干细胞中e -选择素的相互作用、迁移和细胞内信号传导起到关键调节作用。这些发现强调糖工程作为一种有希望的策略来提高肿瘤治疗中HSC移植的结果。
{"title":"Fucosylation enhances CD34⁺ hematopoietic stem cell homing and longevity via E-selectin-mediated adhesion and signaling.","authors":"Asma S Al-Amoodi, Arwa A Alghuneim, Jana S Malki, Shuho Nozue, Yanyan Li, Jing Kai, Huoming Zhang, Dalila Bensaddek, Amal Kamal Abdel-Aziz, Satoshi Habuchi, Jasmeen S Merzaban","doi":"10.1186/s12885-026-15614-1","DOIUrl":"https://doi.org/10.1186/s12885-026-15614-1","url":null,"abstract":"<p><strong>Background: </strong>Hematopoietic stem cell transplantation (HSCT) is a cornerstone treatment for blood disorders and hematological malignancies, although its efficacy is limited by inefficient stem cell homing to the bone marrow. We previously demonstrated that fucosylated HSC ligands interact with endothelial E-selectin to facilitate homing. However, the downstream consequences of modulating fucosylation in HSCs remain unclear. Here, we systematically characterized how enhancing or inhibiting fucosylation-via recombinant human fucosyltransferase 6 (FTVI) or 2-fluoro-L-fucose (2FF), respectively-affects migration, signaling, and engraftment of human granulocyte-colony stimulating factor-mobilized peripheral blood CD34⁺ (mPB-CD34⁺) cells.</p><p><strong>Methods: </strong>Live-cell imaging under flow, phosphoproteomics, and transcriptomics were used to characterize rolling dynamics and intracellular signaling, and in vivo homing was assessed in immunodeficient xenograft mouse models.</p><p><strong>Results: </strong>Fucosylation enhanced tether and sling formation, improved E-selectin binding, and increased homing to the bone marrow and spleen. FTVI-treated cells activated MAPK and PI3K/AKT/mTOR pathways and showed enriched Rho-GTPase signaling, associated with proliferation and migration. In contrast, 2FF-treated cells had impaired migration and reduced rolling efficiency. Long-term xenograft studies showed enhanced bone marrow engraftment/persistence of fucosylated cells without altering lineage output.</p><p><strong>Conclusion: </strong>Fucosylation critically modulates E-selectin interactions, migration, and intracellular signaling in HSCs. These findings highlight glycoengineering as a promising strategy to enhance HSC transplantation outcomes in cancer therapy.</p>","PeriodicalId":9131,"journal":{"name":"BMC Cancer","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146084008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Nanoparticles based on photothermal effects in the treatment of hepatocellular carcinoma (HCC): a meta-analysis and systematic review. 基于光热效应的纳米颗粒治疗肝细胞癌(HCC):荟萃分析和系统综述。
IF 3.4 2区 医学 Q2 ONCOLOGY Pub Date : 2026-01-29 DOI: 10.1186/s12885-026-15575-5
Wenzheng Zhang, Xuqing Mao, Xiaorong Lu, Xiaoyuan Yu

Background: Hepatocellular carcinoma (HCC) is a highly lethal form of cancer with a global mortality rate that is unparalleled among malignant tumours. The photothermal effect exhibited by nanoparticles offers a novel approach for the treatment of HCC. To perform a systematic review and meta-analysis on the therapeutic effects of nanoparticles on hepatocellular carcinoma (HCC) under the photothermal effect.

Methods: We conducted a comprehensive literature search across four major databases (PubMed, Embase, Web of Science, and Scopus) and performed bibliometric analysis to demonstrate the remarkable therapeutic efficacy of photothermal effect-driven nanoparticles in hepatocellular carcinoma (HCC) treatment within the near-infrared (NIR) biological tissue optical window (wavelength range: 650-1350 nm). The study selection, quality assessment, and data extraction were rigorously performed according to standardized protocols, with particular emphasis on key parameters including control group descriptions, sample sizes of control and experimental groups, tumor volume and weight, as well as therapeutic outcome measures. Sensitivity analysis and bias assessment were implemented, ultimately yielding research conclusions with high reliability.

Results: A total of 36 studies were included, all of which were assessed as high-quality studies. Based on the data of tumor volume and mass, Meta-analysis and sensitivity analysis revealed the significant therapeutic effect of photothermal effect-driven nanoparticles in the treatment of HCC, with a high degree of stability in general. In terms of tumor volume, 34 data sets were obtained from 31 studies, with a WMD of -0.95, a 95% confidence interval of (-1.10, -0.80), an I² value of 98.3%, and a p-value of less than 0.001, indicating that photothermal effect-driven nanoparticles have significant efficacy in reducing tumor volume. Regarding tumor mass, 25 studies provided 29 data sets, with a WMD of -0.90, a 95% confidence interval of (-1.03, -0.77), an I² value of 99.0%, and a p-value of less than 0.001. Sensitivity analysis revealed that excluding the data from Dun et al. (2022) significantly influenced the overall effect sizes for both tumor volume (WMD = -3.49) and tumor mass (WMD = -3.98). Funnel plot analysis indicated good symmetry for tumor volume data, suggesting no significant publication bias, whereas asymmetry was observed for tumor mass data, implying potential bias from small-sample studies.

Conclusion: Photothermal effect-driven nanoparticles exhibit positive therapeutic effects in HCC, primarily manifested in the reduction of tumor volume and mass, offering new ideas and strategies for the treatment of advanced hepatocellular carcinoma.

背景:肝细胞癌(HCC)是一种高致死率的癌症,其全球死亡率在恶性肿瘤中是无与伦比的。纳米颗粒所表现出的光热效应为HCC的治疗提供了一种新的途径。对纳米颗粒在光热效应下治疗肝细胞癌的效果进行系统回顾和荟萃分析。方法:我们在四个主要数据库(PubMed, Embase, Web of Science和Scopus)中进行了全面的文献检索,并进行了文献计量学分析,以证明光热效应驱动的纳米颗粒在近红外(NIR)生物组织光学窗口(波长范围:650-1350 nm)内治疗肝细胞癌(HCC)的显着疗效。严格按照标准化方案进行研究选择、质量评估和数据提取,重点关注对照组描述、对照组和实验组样本量、肿瘤体积和重量以及治疗结果测量等关键参数。进行敏感性分析和偏倚评估,最终得出高信度的研究结论。结果:共纳入36项研究,均为高质量研究。基于肿瘤体积和质量数据,meta分析和敏感性分析显示光热效应驱动纳米颗粒治疗HCC的疗效显著,总体上具有较高的稳定性。在肿瘤体积方面,31项研究共获得34组数据集,WMD为-0.95,95%可信区间为(-1.10,-0.80),I²值为98.3%,p值小于0.001,说明光热效应驱动的纳米颗粒具有显著的缩小肿瘤体积的效果。关于肿瘤质量,25项研究提供了29个数据集,WMD为-0.90,95%可信区间为(-1.03,-0.77),I²值为99.0%,p值小于0.001。敏感性分析显示,排除Dun等人(2022)的数据显著影响了肿瘤体积(WMD = -3.49)和肿瘤质量(WMD = -3.98)的总体效应量。漏斗图分析显示肿瘤体积数据具有良好的对称性,表明没有显著的发表偏倚,而肿瘤质量数据不对称,表明小样本研究可能存在偏倚。结论:光热效应驱动纳米颗粒在HCC中具有积极的治疗作用,主要表现在缩小肿瘤体积和质量,为晚期肝细胞癌的治疗提供了新的思路和策略。
{"title":"Nanoparticles based on photothermal effects in the treatment of hepatocellular carcinoma (HCC): a meta-analysis and systematic review.","authors":"Wenzheng Zhang, Xuqing Mao, Xiaorong Lu, Xiaoyuan Yu","doi":"10.1186/s12885-026-15575-5","DOIUrl":"https://doi.org/10.1186/s12885-026-15575-5","url":null,"abstract":"<p><strong>Background: </strong>Hepatocellular carcinoma (HCC) is a highly lethal form of cancer with a global mortality rate that is unparalleled among malignant tumours. The photothermal effect exhibited by nanoparticles offers a novel approach for the treatment of HCC. To perform a systematic review and meta-analysis on the therapeutic effects of nanoparticles on hepatocellular carcinoma (HCC) under the photothermal effect.</p><p><strong>Methods: </strong>We conducted a comprehensive literature search across four major databases (PubMed, Embase, Web of Science, and Scopus) and performed bibliometric analysis to demonstrate the remarkable therapeutic efficacy of photothermal effect-driven nanoparticles in hepatocellular carcinoma (HCC) treatment within the near-infrared (NIR) biological tissue optical window (wavelength range: 650-1350 nm). The study selection, quality assessment, and data extraction were rigorously performed according to standardized protocols, with particular emphasis on key parameters including control group descriptions, sample sizes of control and experimental groups, tumor volume and weight, as well as therapeutic outcome measures. Sensitivity analysis and bias assessment were implemented, ultimately yielding research conclusions with high reliability.</p><p><strong>Results: </strong>A total of 36 studies were included, all of which were assessed as high-quality studies. Based on the data of tumor volume and mass, Meta-analysis and sensitivity analysis revealed the significant therapeutic effect of photothermal effect-driven nanoparticles in the treatment of HCC, with a high degree of stability in general. In terms of tumor volume, 34 data sets were obtained from 31 studies, with a WMD of -0.95, a 95% confidence interval of (-1.10, -0.80), an I² value of 98.3%, and a p-value of less than 0.001, indicating that photothermal effect-driven nanoparticles have significant efficacy in reducing tumor volume. Regarding tumor mass, 25 studies provided 29 data sets, with a WMD of -0.90, a 95% confidence interval of (-1.03, -0.77), an I² value of 99.0%, and a p-value of less than 0.001. Sensitivity analysis revealed that excluding the data from Dun et al. (2022) significantly influenced the overall effect sizes for both tumor volume (WMD = -3.49) and tumor mass (WMD = -3.98). Funnel plot analysis indicated good symmetry for tumor volume data, suggesting no significant publication bias, whereas asymmetry was observed for tumor mass data, implying potential bias from small-sample studies.</p><p><strong>Conclusion: </strong>Photothermal effect-driven nanoparticles exhibit positive therapeutic effects in HCC, primarily manifested in the reduction of tumor volume and mass, offering new ideas and strategies for the treatment of advanced hepatocellular carcinoma.</p>","PeriodicalId":9131,"journal":{"name":"BMC Cancer","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146084135","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Improving prediction accuracy of radiation-induced temporal lobe injury in nasopharyngeal carcinoma using ADC-based deep learning and dosiomics. 基于adc的深度学习和剂量组学提高鼻咽癌辐射诱导颞叶损伤的预测准确性。
IF 3.4 2区 医学 Q2 ONCOLOGY Pub Date : 2026-01-28 DOI: 10.1186/s12885-026-15599-x
Li Wang, Yang Li, Ting Qiu, Junyi Liu, Jiawei Zhou, Han Gao, Hongliang Yu, Yinsu Zhu, Baozhou Sun, Guanyu Yang, Shengfu Huang, Lirong Wu, Li Sun, Xia He

Background: To investigate the potential of apparent diffusion coefficient (ADC) map-based deep learning and dose distribution-based dosiomics in predicting radiation-induced temporal lobe injury (RTLI) in nasopharyngeal carcinoma (NPC).

Methods: This retrospective study included 3578 NPC patients from Jiangsu Cancer Hospital receiving intensity-modulated radiation therapy (IMRT). Ninety-four RTLI patients were recruited based on inclusion criteria and matched 1:1 with 97 control subjects using propensity scores. Patients were randomly assigned to the training cohort (n = 135) and the validation cohort (n = 59). Deep transfer learning (DTL) features and dosiomics features were extracted from ADC map and three-dimensional dose distribution, respectively. Pearson's correlation coefficient and the least absolute shrinkage and selection operator (LASSO) regression were employed to identify predictive features. Subsequently, eight machine learning classification models were trained to establish a prediction framework, encompassing Support Vector Machine, K-Nearest Neighbor, Random Forest, Extremely Randomized Trees, eXtreme Gradient Boosting, Light Gradient Boosting Machine, Adaptive Boosting and Multilayer Perceptron. The performance of clinical, DTL, dosiomics and feature fusion model was compared by the area under the curve (AUC).

Results: We constructed six pre-trained transfer learning networks and extracted DTL features, respectively. The results showed that pre-trained WideResNet 101 exhibited superior performance with an AUC of 0.786 in the validation cohort. The clinical model based on D1cc and induction chemotherapy demonstrated an AUC of 0.794 and the dosiomics model demonstrated an AUC of 0.903. Features fusion model demonstrated the highest AUC values in both the training (0.988) and validation (0.940) cohorts.

Conclusions: The fusion model based on pretreatment ADC map and dose distribution provided a promising way to predict RTLI in NPC patients receiving IMRT, which can support clinicians in making decisions to develop individualized treatment plans and implement preventive measures.

背景:探讨基于表观扩散系数(ADC)图谱的深度学习和基于剂量分布的剂量组学在鼻咽癌(NPC)辐射诱导颞叶损伤(RTLI)预测中的潜力。方法:回顾性研究江苏省肿瘤医院接受调强放疗(IMRT)的鼻咽癌患者3578例。根据纳入标准招募94名RTLI患者,并使用倾向评分与97名对照受试者进行1:1匹配。患者被随机分配到训练组(n = 135)和验证组(n = 59)。分别从ADC图和三维剂量分布中提取深度迁移学习(DTL)特征和剂量组学特征。使用Pearson相关系数和最小绝对收缩和选择算子(LASSO)回归来识别预测特征。随后,训练了8个机器学习分类模型,包括支持向量机、k近邻、随机森林、极端随机树、极端梯度增强、轻梯度增强机、自适应增强和多层感知机,建立了预测框架。通过曲线下面积(AUC)比较临床模型、DTL模型、剂量组学模型和特征融合模型的性能。结果:我们构建了6个预训练迁移学习网络,并分别提取了DTL特征。结果表明,预训练的WideResNet 101在验证队列中表现出较好的性能,AUC为0.786。基于D1cc和诱导化疗的临床模型AUC为0.794,剂量组学模型AUC为0.903。特征融合模型在训练组(0.988)和验证组(0.940)的AUC值均最高。结论:基于预处理ADC图和剂量分布的融合模型为预测鼻咽癌IMRT患者的RTLI提供了一种有希望的方法,可以支持临床医生制定个性化的治疗方案和实施预防措施。
{"title":"Improving prediction accuracy of radiation-induced temporal lobe injury in nasopharyngeal carcinoma using ADC-based deep learning and dosiomics.","authors":"Li Wang, Yang Li, Ting Qiu, Junyi Liu, Jiawei Zhou, Han Gao, Hongliang Yu, Yinsu Zhu, Baozhou Sun, Guanyu Yang, Shengfu Huang, Lirong Wu, Li Sun, Xia He","doi":"10.1186/s12885-026-15599-x","DOIUrl":"https://doi.org/10.1186/s12885-026-15599-x","url":null,"abstract":"<p><strong>Background: </strong>To investigate the potential of apparent diffusion coefficient (ADC) map-based deep learning and dose distribution-based dosiomics in predicting radiation-induced temporal lobe injury (RTLI) in nasopharyngeal carcinoma (NPC).</p><p><strong>Methods: </strong>This retrospective study included 3578 NPC patients from Jiangsu Cancer Hospital receiving intensity-modulated radiation therapy (IMRT). Ninety-four RTLI patients were recruited based on inclusion criteria and matched 1:1 with 97 control subjects using propensity scores. Patients were randomly assigned to the training cohort (n = 135) and the validation cohort (n = 59). Deep transfer learning (DTL) features and dosiomics features were extracted from ADC map and three-dimensional dose distribution, respectively. Pearson's correlation coefficient and the least absolute shrinkage and selection operator (LASSO) regression were employed to identify predictive features. Subsequently, eight machine learning classification models were trained to establish a prediction framework, encompassing Support Vector Machine, K-Nearest Neighbor, Random Forest, Extremely Randomized Trees, eXtreme Gradient Boosting, Light Gradient Boosting Machine, Adaptive Boosting and Multilayer Perceptron. The performance of clinical, DTL, dosiomics and feature fusion model was compared by the area under the curve (AUC).</p><p><strong>Results: </strong>We constructed six pre-trained transfer learning networks and extracted DTL features, respectively. The results showed that pre-trained WideResNet 101 exhibited superior performance with an AUC of 0.786 in the validation cohort. The clinical model based on D<sub>1cc</sub> and induction chemotherapy demonstrated an AUC of 0.794 and the dosiomics model demonstrated an AUC of 0.903. Features fusion model demonstrated the highest AUC values in both the training (0.988) and validation (0.940) cohorts.</p><p><strong>Conclusions: </strong>The fusion model based on pretreatment ADC map and dose distribution provided a promising way to predict RTLI in NPC patients receiving IMRT, which can support clinicians in making decisions to develop individualized treatment plans and implement preventive measures.</p>","PeriodicalId":9131,"journal":{"name":"BMC Cancer","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146131272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Long-term outcomes and anorectal functional status of patients with anal squamous cell carcinoma treated with the modern technique of intensity-modulated radiotherapy. 现代调强放疗技术治疗肛门鳞状细胞癌的远期疗效及肛肠功能状况。
IF 3.4 2区 医学 Q2 ONCOLOGY Pub Date : 2026-01-27 DOI: 10.1186/s12885-026-15643-w
Tongzhen Xu, Jinming Shi, Huiying Ma, Jiacheng Shuai, Shulian Wang, Yongwen Song, Yueping Liu, Hui Fang, Ningning Lu, Shunan Qi, Bo Chen, Yirui Zhai, Wenwen Zhang, Hao Jing, Yexiong Li, Ning Li, Yuan Tang, Jing Jin
{"title":"Long-term outcomes and anorectal functional status of patients with anal squamous cell carcinoma treated with the modern technique of intensity-modulated radiotherapy.","authors":"Tongzhen Xu, Jinming Shi, Huiying Ma, Jiacheng Shuai, Shulian Wang, Yongwen Song, Yueping Liu, Hui Fang, Ningning Lu, Shunan Qi, Bo Chen, Yirui Zhai, Wenwen Zhang, Hao Jing, Yexiong Li, Ning Li, Yuan Tang, Jing Jin","doi":"10.1186/s12885-026-15643-w","DOIUrl":"https://doi.org/10.1186/s12885-026-15643-w","url":null,"abstract":"","PeriodicalId":9131,"journal":{"name":"BMC Cancer","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146050444","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Construction and validation of a prediction model for postoperative complications of elderly patients with locally advanced esophageal squamous cell carcinoma based on POSSUM system and inflammatory factors. 基于POSSUM系统和炎症因子的老年局部晚期食管鳞状细胞癌术后并发症预测模型的构建与验证
IF 3.4 2区 医学 Q2 ONCOLOGY Pub Date : 2026-01-27 DOI: 10.1186/s12885-026-15559-5
Ying Zhang, Haifang Zhu, Fujuan Yang, Lei Yang
{"title":"Construction and validation of a prediction model for postoperative complications of elderly patients with locally advanced esophageal squamous cell carcinoma based on POSSUM system and inflammatory factors.","authors":"Ying Zhang, Haifang Zhu, Fujuan Yang, Lei Yang","doi":"10.1186/s12885-026-15559-5","DOIUrl":"https://doi.org/10.1186/s12885-026-15559-5","url":null,"abstract":"","PeriodicalId":9131,"journal":{"name":"BMC Cancer","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146060132","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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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