tumor mutational burden (TMB)

肿瘤突变负荷 (TMB)
  • 文章类型: Journal Article
    背景:肺癌并发恶性胸腔积液(MPEs)与发病率和死亡率明显增加相关,然而,MPE发展的机制仍然知之甚少。这项研究试图阐明是否存在与MPE的存在相关的特定基因组改变和/或免疫学生物标志物。
    方法:对275例局部晚期(III期)或晚期(IV期)肺腺癌的综合基因组和免疫谱分析进行分类,分为细胞学证实的MPE阳性(MPE+;n=139个IV期)和MPE阴性(MPE-;n=30个III期n=106个IV期)组。
    结果:与MPE组相比,MPE组的吸烟频率(p=0.0001)和肿瘤突变负担(p<.001)较低。在所有数据中,MPE+组的中位总生存期短于MPE-组(2.0vs.5.5年;p<.0001)和吸烟者(1.2与6.4年;p<.0001)。所有病例在基因组水平上都有许多差异,当按吸烟状况分层时,包括MPE+队列中EGFR突变频率较高和STK11突变频率较低.最后,通过MPE状态对肿瘤侵袭谱的调查显示,两组之间TP53-和STK11-突变肿瘤存在差异。
    结论:总体而言,这些发现表明,晚期肺腺癌MPEs存在临床和遗传因素.这些改变的未来研究可能对于理解晚期癌症中MPE发展的病理生理学以及早期检测高危患者都很重要。
    BACKGROUND: Lung cancer complicated by malignant pleural effusions (MPEs) is associated with significantly increased morbidity and mortality, yet the mechanisms of MPE development remain poorly understood. This study sought to elucidate whether there were specific genomic alterations and/or immunologic biomarkers associated with the presence of MPEs.
    METHODS: Analysis of comprehensive genomic and immunologic profiling for 275 locally advanced (stage III) or advanced (stage IV) lung adenocarcinomas was subcategorized into cytology-confirmed MPE-positive (MPE+; n = 139 stage IV) and MPE-negative (MPE-; n = 30 stage III + n = 106 stage IV) groups.
    RESULTS: Smoking frequency (p = .0001) and tumor mutational burden (p < .001) were demonstrated to be lower in the MPE+ group compared to the MPE- group. Median overall survival in the MPE+ group was shorter than in the MPE- group across all data (2.0 vs. 5.5 years; p < .0001) and for smokers (1.2 vs. 6.4 years; p < .0001). There were a number of differences at the genomic level across all cases and when stratifying by smoking status, including a higher frequency of EGFR mutations and a lower frequency of STK11 mutations in the MPE+ cohort. Finally, investigation of the comutational profiles of tumors by MPE status revealed differences in TP53- and STK11-mutant tumors between the two groups.
    CONCLUSIONS: Overall, these findings imply that there are both clinical and genetic factors associated with advanced lung adenocarcinoma MPEs. Future studies of these alterations may prove important both for understanding the pathophysiology of MPE development in advanced cancer and for the earlier detection of at-risk patients.
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  • 文章类型: Journal Article
    分子生物标志物正在重塑患者分层和治疗决策,然而,它们的确切使用和最佳实施仍然不确定。瘤内异质性(ITH),在各种条件下具有预后价值的研究兴趣日益增加的领域,在某些非小细胞肺癌(NSCLC)亚型中缺乏明确的临床相关性。探索ITH与肿瘤突变负荷(TMB)之间的关系至关重要,因为它们的相互作用可能揭示不同的患者亚组。这项研究评估了ITH-TMB动态如何影响NSCLC两种主要组织学亚型的预后。鳞状细胞和腺癌,特别关注早期病例,以满足其高度未满足的临床需求。
    我们根据ITH和TMB对来自癌症基因组图谱(TCGA)的741例早期NSCLC患者进行分层,并评估临床结果的差异。此外,我们比较了高和低ITH组之间的驱动突变和肿瘤微环境(TME)。
    在肺鳞状细胞癌(LUSC)中,高ITH预测无进展生存期(PFS)延长(中位数:21vs.14个月,P=0.01),而在肺腺癌(LUAD)中,高ITH预测PFS降低(中位数:15vs.20个月,P=0.04)。这种关系是由患者的低TMB子集驱动的。此外,我们发现CD8T细胞在表现更好的亚组中富集,无论组织学亚型或ITH状态。
    临床结局存在显着差异,驱动突变,早期非小细胞肺癌患者ITH高和低组间的TME。这些差异可能会对治疗产生影响,需要在其他NSCLC数据集中进一步验证。
    UNASSIGNED: Molecular biomarkers are reshaping patient stratification and treatment decisions, yet their precise use and best implementation remain uncertain. Intratumor heterogeneity (ITH), an area of increasing research interest with prognostic value across various conditions, lacks defined clinical relevance in certain non-small cell lung cancer (NSCLC) subtypes. Exploring the relationship between ITH and tumor mutational burden (TMB) is crucial, as their interplay might reveal distinct patient subgroups. This study evaluates how the ITH-TMB dynamic affects prognosis across the two main histological subtypes of NSCLC, squamous cell and adenocarcinoma, with a specific focus on early-stage cases to address their highly unmet clinical needs.
    UNASSIGNED: We stratify a cohort of 741 early-stage NSCLC patients from The Cancer Genome Atlas (TCGA) based on ITH and TMB and evaluate differences in clinical outcomes. Additionally, we compare driver mutations and the tumor microenvironment (TME) between high and low ITH groups.
    UNASSIGNED: In lung squamous cell carcinoma (LUSC), high ITH predicts an extended progression-free survival (PFS) (median: 21 vs. 14 months, P=0.01), while in lung adenocarcinoma (LUAD), high ITH predicts a reduced PFS (median: 15 vs. 20 months, P=0.04). This relationship is driven by the low TMB subset of patients. Additionally, we found that CD8 T cells were enriched in better-performing subgroups, regardless of histologic subtype or ITH status.
    UNASSIGNED: There are significant differences in clinical outcomes, driver mutations, and the TME between high and low ITH groups among early-stage NSCLC patients. These differences may have treatment implications, necessitating further validation in other NSCLC datasets.
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  • 文章类型: Journal Article
    甲状旁腺癌(PC)对化疗和放疗(RT)具有极强的抵抗力,但是通过产生过多的甲状旁腺激素(PTH)来发挥激素功能,引起显著的高钙血症,甚至在生化疾病复发。因此,拟钙剂和双膦酸盐治疗高钙血症一直是无法切除的PC的主要治疗方法。这里,我们报告了一例不可切除的肿瘤突变负荷(TMB)-高复发性PC,该病例已通过pembrolizumab(PEM)和RT得到有效控制.一名48岁的男性患者,既往有原发性甲状旁腺功能亢进的左甲状旁腺切除术史,在47岁和48岁时接受了复发性甲状旁腺功能亢进的手术,病理诊断为PC。由于持续的高钙血症和PTH升高,他被转诊到我们医院。在上纵隔中发现了复发性肿瘤,并进行了彻底切除,然后甲状旁腺功能亢进得到改善。样品的FoundationOne®CDx称为TMB-high。他在49岁时表现出复发性甲状旁腺功能亢进,并接受了全面治愈性切除。然而,甲状旁腺功能亢进只取得了不足的改善,指示生化残留癌细胞。PEM治疗与RT结合开始至左中央-外侧颈部和上纵隔。他成功地实现了evocalcet和唑来膦酸钠的戒断,目前PTH水平持续改善8个月,只有2级亚临床甲状腺功能减退症。有趣的是,与疾病改善相对应的白细胞分数比率被逆转。PEM和RT的组合是不可切除的TMB高PC的有希望的治疗。关于RT的免疫调节作用的最新证据为RT和PEM的组合提供了理论基础。
    Parathyroid cancer (PC) is extremely resistant to chemotherapy and radiotherapy (RT), but hormonally functional by producing excessive parathyroid hormone (PTH), causing remarkable hypercalcemia even in biochemical disease recurrence. Accordingly, management of hypercalcemia by calcimimetics and bisphosphonates has been main treatment for unresectable PC. Here, we report a case of unresectable tumor mutational burden (TMB)-high recurrent PC that has been effectively controlled by pembrolizumab (PEM) with RT. A 48-year-old male patient, with previous history of left single parathyroidectomy for primary hyperparathyroidism, underwent surgeries for recurrent hyperparathyroidism at 47 and 48 years of age, and was pathologically diagnosed with PC. He was referred to our hospital due to persistent hypercalcemia and elevated PTH. The recurrent tumors were identified in the superior mediastinum and radically resected, then the hyperparathyroidism was improved. A FoundationOne® CDx of the specimen called TMB-high. He demonstrated recurrent hyperparathyroidism at 49 years of age, and underwent a gross curative resection. However, hyperparathyroidism achieved only insufficient improvement, indicating biochemical residual cancer cells. PEM treatment was initiated in combination with RT to the left central-lateral neck and superior mediastinum. He successfully achieved evocalcet and zoledronate withdrawal, and the PTH level improvement was continuously observed for 8 months at present, with only grade 2 subclinical hypothyroidism. Interestingly, leukocyte fraction ratios were reversed corresponding to disease improvement. A combination of PEM and RT is a promising treatment of unresectable TMB-high PC. Recent evidence on the immunomodulatory effect of RT provides the rationale for the combination of RT and PEM.
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  • 文章类型: Journal Article
    肿瘤突变负荷(TMB)已被认为是几种肿瘤类型中免疫疗法反应的预测性生物标志物。几个实验室提供TMB测试,但是TMB的计算方式存在很大差异,报告,并在实验室中解释。TMB标准化工作正在进行中,但目前尚无已发布的TMB验证和报告指南。认识到临床TMB测试的当前挑战,分子病理学协会召集了一个多学科合作工作组,由美国临床肿瘤学会代表,美国病理学家学院,和癌症免疫治疗协会审查围绕TMB的实验室实践,并根据调查数据为TMB测试的分析验证和报告制定建议,文献综述,专家共识。这些建议包括预分析,分析,以及TMB分析的分析后因素,并强调全面的方法学描述的相关性,以允许测定之间的可比性。
    Tumor mutational burden (TMB) has been recognized as a predictive biomarker for immunotherapy response in several tumor types. Several laboratories offer TMB testing, but there is significant variation in how TMB is calculated, reported, and interpreted among laboratories. TMB standardization efforts are underway, but no published guidance for TMB validation and reporting is currently available. Recognizing the current challenges of clinical TMB testing, the Association for Molecular Pathology convened a multidisciplinary collaborative working group with representation from the American Society of Clinical Oncology, the College of American Pathologists, and the Society for the Immunotherapy of Cancer to review the laboratory practices surrounding TMB and develop recommendations for the analytical validation and reporting of TMB testing based on survey data, literature review, and expert consensus. These recommendations encompass pre-analytical, analytical, and postanalytical factors of TMB analysis, and they emphasize the relevance of comprehensive methodological descriptions to allow comparability between assays.
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  • 文章类型: Journal Article
    背景:微纤丝相关蛋白2(MFAP2)是一种存在于细胞外基质中的蛋白质,通过与原纤维蛋白的相互作用来控制微纤丝的活性。虽然MFAP2参与代谢紊乱已被证明,其在三阴性乳腺癌(TNBC)中的表达和预后意义仍有待研究.
    方法:我们从基因表达综合(GEO)和癌症基因组图谱(TCGA)数据库获得了与乳腺癌(BC)相关的数据集。接下来,维恩图用于鉴定差异表达基因(DEGs)。DEG用于执行基因本体论(GO),京都基因和基因组百科全书(KEGG),蛋白质-蛋白质相互作用(PPI),免疫和生存分析。采用免疫组织化学和westernblot检测MFAP2、PD-1和PD-L1的表达,并通过TNBC患者临床标本分析其与临床病理参数的关系。肿瘤免疫评估资源(TIMER,https://cistrome.采用shinyapps.io/timer/)计算TNBC的免疫浸润水平。使用Spearman的相关分析描述了基因表达与肿瘤突变负荷(TMB)之间的联系。
    结果:我们鉴定了66个上调的差异表达基因(DEGs)。在这些DEG中,发现MFAP2在TNBC中过表达并且与较低的存活概率相关。通过使用免疫组织化学和蛋白质印迹技术证实了这一发现。此外,发现MFAP2与TNBC患者的各种病理参数有关。机械上,基因集富集分析(GSEA)显示,MFAP2主要影响细胞生物学行为,糖酵解,和顶端交界处。值得注意的是,MFAP2表达与巨噬细胞丰度呈正相关,虽然与B细胞的丰度呈负相关,CD4+T细胞,CD8+T细胞,中性粒细胞和树突状细胞通过免疫分析。此外,观察到MFAP2不仅与肿瘤突变负荷(TMB)呈负相关,PD-1/PD-L1免疫疗法公认的生物标志物,还有TNBC样本中的PD-L1。
    结论:MFAP2可能是TNBC的重要预后生物标志物,以及该疾病的免疫治疗的可行靶标。
    BACKGROUND: Microfibril-associated protein 2 (MFAP2) is a protein presenting in the extracellular matrix that governs the activity of microfibrils through its interaction with fibrillin. While the involvement of MFAP2 in metabolic disorders has been documented, its expression and prognostic significance in triple-negative breast cancer (TNBC) remain unexplored.
    METHODS: We acquired datasets pertaining to breast cancer (BC) from the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) databases. Next, a Venn diagram was used to identify the differentially expressed genes (DEGs). The DEGs were used to perform Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), protein-protein interaction (PPI), immune and survival analysis. The expressions of MFAP2, PD-1 and PD-L1 were examined by immunohistochemistry and western blot and their relationship with clinical pathological parameters were analyzed by clinical specimen samples from patients with TNBC. Tumor Immune Estimation Resource (TIMER, https://cistrome.shinyapps.io/timer/ ) was adopted to calculate the immune infiltration level of TNBC. The link between gene expression and tumor mutational burden (TMB) was described using Spearman\'s correlation analysis.
    RESULTS: We identified 66 differentially expressed genes (DEGs) that were up-regulated. Among these DEGs, MFAP2 was found to be overexpressed in TNBC and was associated with a lower probability of survival. This finding was confirmed through the use of immunohistochemistry and western blot techniques. Additionally, MFAP2 was found to be related to various pathological parameters in TNBC patients. Mechanistically, gene set enrichment analysis (GSEA) revealed that MFAP2 primarily influenced cellular biological behavior in terms of epithelial mesenchymal transition, glycolysis, and apical junction. Notably, MFAP2 expression was positively correlated with the abundance of macrophages, while a negative correlation was observed with the abundance of B cells, CD4 + T cells, CD8 + T cells, neutrophils and dendritic cells through immune analysis. Furthermore, it was observed that MFAP2 displayed a negative correlation not only with tumor mutational burden (TMB), a recognized biomarker for PD-1/PD-L1 immunotherapy, but also with PD-L1 in samples of TNBC.
    CONCLUSIONS: MFAP2 may be an important prognostic biomarker for TNBC, as well as a viable target for immunotherapy in this disease.
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  • 文章类型: Journal Article
    背景:卡利珠单抗联合阿帕替尼在晚期宫颈癌患者中显示出强大的抗肿瘤活性和安全性(CLAP研究;NCT03816553)。我们在此介绍CLAP研究的最新长期结果,并探索潜在的生存生物标志物。还报告了接受免疫检查点抑制剂(ICI)再治疗的患者的结果。
    方法:在这项II期试验中,符合条件的患者每2周静脉注射卡利珠单抗200mg,每日一次阿帕替尼250mg,共4周,为期2年.继续治疗直到疾病进展,不可接受的毒性,或撤回同意。
    结果:2019年1月21日至8月1日,共纳入45例患者。截至2023年7月31日的数据分析,代表所有患者治疗开始后超过48个月。9名(20.0%)患者完成了为期2年的研究。中位反应持续时间(DOR)为16.6个月,45.0%的患者DOR≥24个月。12个月无进展生存期(PFS)率为40.7%(95%置信区间[CI],25.2-55.6),18个月PFS率为37.8%(95%CI,22.7-52.8)。中位总生存期(OS)为20.3个月(95%CI,9.3-36.9),24个月OS率为47.8%(95%CI,31.7-62.3)。年龄>50岁,程序性死亡-配体1(PD-L1)联合阳性评分(CPS)≥1(与[vs.]<1),CPS≥10(vs.<1),高肿瘤突变负担,PIK3CA突变与改善的PFS(风险比[HR]<1)和较长的OS(HR<1)相关。最初在CLAP试验中反应但后来经历疾病进展的八名患者接受ICI治疗。其中,2(25.0%)获得了部分响应,5例(62.5%)病情稳定。值得注意的是,4例接受ICIs再治疗的患者存活超过45个月.在本研究中没有发现新的安全性信号。
    结论:长期生存随访数据表明,卡利珠单抗联合阿帕替尼具有稳健的,持续,以及在一线铂类化疗后进展的晚期宫颈癌患者的持久疗效。长期治疗没有发现新的安全信号。
    BACKGROUND: Camrelizumab plus apatinib have demonstrated robust antitumor activity and safety in patients with advanced cervical cancer (CLAP study; NCT03816553). We herein present the updated long-term results of the CLAP study and explore potential biomarkers for survival. The outcomes of patients who underwent immune checkpoint inhibitor (ICI) retreatment were also reported.
    METHODS: In this phase II trial, eligible patients received camrelizumab 200 mg intravenously every two weeks and apatinib 250 mg orally once daily in 4-week cycles for up to two years. Treatment was continued until disease progression, unacceptable toxicity, or withdrawal of consent.
    RESULTS: Between January 21 and August 1, 2019, a total of 45 patients were enrolled. Data were analyzed as of July 31, 2023, representing > 48 months since treatment initiation for all patients. Nine (20.0%) patients completed the 2-year study. The median duration of response (DOR) was 16.6 months, and 45.0% of patients achieved a DOR of ≥ 24 months. The 12-month progression-free survival (PFS) rate was 40.7% (95% confidence interval [CI], 25.2-55.6), with an 18-month PFS rate of 37.8% (95% CI, 22.7-52.8). The median overall survival (OS) was 20.3 months (95% CI, 9.3-36.9), and the 24-month OS rate was 47.8% (95% CI, 31.7-62.3). Age > 50 years, programmed death-ligand 1 (PD-L1) combined positive score (CPS) ≥ 1 (versus [vs.] < 1), CPS ≥ 10 (vs. < 1), high tumor mutational burden, and PIK3CA mutations were associated with improved PFS (hazard ratio [HR] < 1) and longer OS (HR < 1). Eight patients who initially responded in the CLAP trial but later experienced disease progression were retreated with ICIs. Among them, 2 (25.0%) achieved a partial response, while 5 (62.5%) had stable disease. Notably, four patients who received retreatment with ICIs survived for more than 45 months. No new safety signals were identified in the present study.
    CONCLUSIONS: Long-term survival follow-up data demonstrated that camrelizumab plus apatinib has robust, sustained, and durable efficacy in patients with advanced cervical cancer who progress after first-line platinum-based chemotherapy. No new safety signals were noted with long-term treatment.
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  • 文章类型: Case Reports
    免疫检查点阻断(ICB)确实改变了许多晚期实体瘤的前景。然而,它在血液恶性肿瘤中的有效性特别有限,成功主要在经典霍奇金淋巴瘤(cHL)和非霍奇金淋巴瘤(NHL)的免疫特权亚型中得到证实。在这份报告中,我们提出了一个有影响的病例,一个71岁的男子与难治性滤泡性淋巴瘤(rFL),已进展为高级别淋巴瘤,在桌子上没有传统的治疗选择。值得注意的是,肿瘤组织的组织学检查显示PD-L1表达明显升高,阐明免疫疗法有效的潜力。此外,全面的基因测序揭示了适度的肿瘤突变负担(TMB),加深我们对肿瘤分子复杂性的理解。由于当时他的健康状况下降,无法获得细胞疗法或临床试验,PD-1ICB和抗CD20药物的联合治疗令人惊讶地导致他的病情显著改善和长期缓解.虽然PD-1ICB治疗历史上在非霍奇金淋巴瘤(NHL)中表现出有限的反应,这个案子是乐观的灯塔,强调联合免疫治疗方式的前景和全面分子评估在为广泛治疗的NHL患者制定创新治疗方案方面的潜力。寻求预测生物标志物来衡量治疗反应仍然是一个巨大的挑战。这份报告证明了癌症治疗的不断发展,精准医学和免疫疗法继续为那些面临最具挑战性的恶性肿瘤的人释放新的可能性。
    Immune checkpoint blockade (ICB) has indeed transformed the outlook for many advanced-stage solid tumors, yet its effectiveness in hematological malignancies has been particularly limited, with success predominantly demonstrated in classical Hodgkin lymphoma (cHL) and immune-privilege subtypes of non-Hodgkin lymphoma (NHL). In this report, we present an impactful case of a 71-year-old man grappling with refractory follicular lymphoma (rFL) that had progressed to a high-grade lymphoma, leaving no conventional treatment options on the table. Notably, the histological examination of the tumor tissue revealed a markedly elevated PD-L1 expression, illuminating the potential for immunotherapy to be effective. Additionally, comprehensive gene sequencing unveiled a moderate tumor mutational burden (TMB), deepening our understanding of the tumor\'s molecular intricacies. As his health declined with no access to cell therapies or clinical trials at that time, a combination treatment of PD-1 ICB and an anti-CD20 drug surprisingly led to a significant improvement in his condition and long-term remission. While PD-1 ICB therapy has historically shown limited responses in non-Hodgkin lymphomas (NHLs), this case serves as a beacon of optimism, underscoring the promise of combining immunotherapy modalities and the potential of comprehensive molecular assessments in charting innovative treatments for extensively treated NHL patients. The quest for predictive biomarkers to gauge treatment response remains a formidable challenge. This report serves as a testament to the ever-evolving landscape of cancer treatment, where precision medicine and immunotherapy continue to unlock new possibilities for those confronting the most challenging malignancies.
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  • 文章类型: Journal Article
    背景:DNA损伤修复(DDR)途径调节癌症风险,programming,和治疗反应。尽管如此,肾透明细胞癌(ccRCC)中DDR改变的特征和意义尚不明确.本研究旨在探索预测作用,分子机制,和ccRCC中DDR基因的肿瘤免疫谱。
    方法:我们使用下一代测序(NGS)对来自中国ccRCC患者的757例肿瘤和血液DNA样本进行了前瞻性测序,并分析了来自癌症基因组图谱(TCGA)的537例患者的数据。进行了综合分析。
    结果:52%的中国ccRCC患者携带DDR基因突变,57%的TCGA患者。DDR基因突变患者的免疫治疗预后优于无DDR基因突变患者(p=0.047)。DDR基因突变与更多的基因突变和更高的肿瘤突变负荷(TMB,p<0.001)。此外,与具有野生型DDR的患者相比,具有DDR基因突变的患者具有明显的突变特征.此外,DDR-mut组的新抗原负荷升高(包括单核苷酸变体(SNV)和indel新抗原负荷,p=0.037和p=0.002),TCR香农(p=0.025),和中性粒细胞(p=0.010)。DDR基因突变表现出明显的免疫谱,其中TNFSF9,CD70,ICAM1和吲哚胺-2,3-双加氧酶(IDO)的表达水平显着升高,而VTCN1和IL12A的表达水平较低。
    结论:我们的数据表明,检测DDR基因的体细胞突变可以预测ccRCC患者免疫治疗的疗效。此外,我们揭示了ccRCC伴随DDR基因突变的独特分子和免疫机制.
    BACKGROUND: DNA damage repair (DDR) pathways modulate cancer risk, progression, and therapeutic responses. Nonetheless, the characteristics and significance of DDR alterations in clear cell renal cell carcinoma (ccRCC) remain undefined. This study aimed to explore the predictive role, molecular mechanism, and tumor immune profile of DDR genes in ccRCC.
    METHODS: We prospectively sequenced 757 tumors and matched blood DNA samples from Chinese patients with ccRCC using next-generation sequencing (NGS) and analyzed data from 537 patients from The Cancer Genome Atlas (TCGA). A comprehensive analysis was performed.
    RESULTS: Fifty-two percent of Chinese patients with ccRCC harbored DDR gene mutations and 57% of TCGA patients. The immunotherapy treatment prognosis of patients with DDR gene mutations was superior to that of patients without DDR gene mutations (p = 0.047). DDR gene mutations were associated with more gene mutations and a higher tumor mutation load (TMB, p < 0.001). Moreover, patients with DDR gene mutations have a distinct mutational signature compared with those with wild-type DDR. Furthermore, the DDR-mut group had elevated neoantigen load (including single-nucleotide variants (SNV) and indel neoantigen load, p = 0.037 and p = 0.002, respectively), TCR Shannon (p = 0.025), and neutrophils (p = 0.010). DDR gene mutations exhibited a distinct immune profile with significantly higher expression levels of TNFSF9, CD70, ICAM1, and indoleamine-2,3-dioxygenase (IDO) and lower expression levels of VTCN1 and IL12A.
    CONCLUSIONS: Our data suggest that the detection of somatic mutations in DDR genes can predict the efficacy of immunotherapy in patients with ccRCC. Furthermore, we revealed the unique molecular and immune mechanisms underlying ccRCC with DDR gene mutations.
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  • 文章类型: Journal Article
    背景:由于其异质性和攻击行为,肝细胞癌(HCC)是一种致命的恶性肿瘤。最近,据报道,体细胞突变和肿瘤细胞与周围肿瘤免疫微环境(TIME)的相互作用参与HCC的发生并预测HCC的进展。在这项研究中,我们的目的是研究肝癌中肿瘤突变负荷(TMB)和时间之间的关联。此外,我们试图鉴定与HCC预后和进展相关的差异表达基因(DEGs).
    方法:表达式,临床,和突变数据从癌症基因组图谱(TCGA)数据库下载。评估HCC样品的免疫浸润水平和TMB水平,并根据免疫浸润评分将样品分为免疫簇(ICR)-1和2组,根据TMB评分将样品分为高TMB和低TMB组。此后,进行差异基因表达分析以鉴定ICR1/2和高/低TMB组中的DEGs,并选择了相交的DEG。此后,对89个显著DEG进行Cox回归分析,其中19例与预后相关。然后将这19个DEGs用于基于其表达水平和回归系数构建预后模型。此后,我们分析了突变型和野生型TP53HCC样品中的DEGs,并鉴定了突变型TP53样品中BCL10和TRAF3的高表达.通过实时定量逆转录PCR和免疫组织化学检测BCL10和TRAF3的表达,以及它们的临床相关性,生物学功能,和免疫浸润水平通过卡方分析进行分析,基因集富集分析(GSEA),和“ssGSEA”,分别。
    结果:我们的研究结果表明,免疫浸润水平与TMB相关,并且它们协同预测HCC患者的不良预后。富含免疫相关途径的DEGs可以作为HCC免疫治疗反应的指标。在这些DEG中,BCL10和TRAF3在肝癌组织中高表达,特别是在突变TP53组中,它们共同表现出免疫功能,从而影响HCC的进展和预后。
    结论:在这项研究中,我们确定BCL10和TRAF3是HCC患者的潜在预后指标.此外,我们发现BCL10和TRAF3影响HCC患者的TMB和TIME,可用于开发基于免疫的疗法以改善HCC患者的长期生存率.
    BACKGROUND: Hepatocellular carcinoma (HCC) is a lethal malignancy due to its heterogeneity and aggressive behavior. Recently, somatic mutations and tumor cell interactions with the surrounding tumor immune microenvironment (TIME) have been reported to participate in HCC carcinogenesis and predict HCC progression. In this study, we aimed to investigate the association between tumor mutational burden (TMB) and TIME in HCC. Additionally, we sought to identify differentially expressed genes (DEGs) associated with HCC prognosis and progression.
    METHODS: The expression, clinical, and mutational data were downloaded from the cancer genome atlas (TCGA) database. The immune infiltration levels and TMB levels of the HCC samples were estimated and the samples were divided into immune cluster (ICR)-1 and 2 based on immune infiltration score and high and low TMB groups based on TMB score. Thereafter, differential gene expression analysis was conducted to identify the DEGs in the ICR1/2 and high/low TMB groups, and the intersecting DEGs were selected. Thereafter, Cox regression analysis was performed on 89 significant DEGs, among which 19 were associated with prognosis. These 19 DEGs were then used to construct a prognostic model based on their expression levels and regression coefficients. Thereafter, we analyzed the DEGs in mutant and wildtype TP53 HCC samples and identified high BCL10 and TRAF3 expression in the mutant TP53 samples. BCL10 and TRAF3 expression was detected by real-time quantitative reverse transcription PCR and immunohistochemistry, and their clinical correlation, biological function, and immune infiltration levels were analyzed by chi-square analyses, Gene Set Enrichment Analysis (GSEA), and \"ssGSEA\", respectively.
    RESULTS: The results of our study revealed that immune infiltration level was correlated with TMB and that they synergistically predicted poor prognosis of HCC patients. DEGs enriched in immune-related pathways could serve as indicators of immunotherapy response in HCC. Among these DEGs, BCL10 and TRAF3 were highly expressed in HCC tissues, especially in the mutant TP53 group, and they co-operatively exhibited immunological function, thereby affecting HCC progression and prognosis.
    CONCLUSIONS: In this study, we identified BCL10 and TRAF3 as potential prognostic indicators in HCC patients. Additionally, we found that BCL10 and TRAF3 influence TMB and TIME in HCC patients and can be used for the development of immune-based therapies for improving the long-term survival of HCC patients.
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  • 文章类型: Journal Article
    角化是一种新的程序性细胞死亡途径,它是由铜与硫辛酸三羧酸(TCA)循环蛋白的直接结合引发的。最近的研究表明,与角化相关的基因调节肿瘤发生。然而,角化相关长链非编码RNA(lncRNA)在肝细胞癌(HCC)中的潜在作用和临床意义尚未确定.我们对从癌症基因组图集(TCGA)数据集中提取的HCC患者的RNA测序数据进行了生物信息学分析,以识别和验证与细胞凋亡相关的lncRNA预后特征。此外,我们分析了凋亡相关lncRNA的预后特征在预测免疫治疗疗效和肿瘤免疫微环境状态方面的临床意义.RNA测序数据,基因组突变,从TCGA-肝细胞癌(TCGA-LIHC)数据集下载374个HCC样本和50个正常肝脏样本的临床信息。基因-lncRNA对与49个已知的角化相关预后基因的共表达分析用于定义角化相关的预后lncRNA。我们进行了LASSO算法和单变量和多变量Cox回归分析,分别,基于TCGA-LIHC数据集,逐步确定角化相关lncRNA的预后风险模型。随后,使用接收器操作特征(ROC)曲线评估模型的预测性能,Kaplan-Meier存活曲线,和预后列线图。基因-lncRNA共表达与49个已知角化相关基因的分析在TCGA-LIHC数据集中鉴定了1359个角化相关lncRNA。使用LASSO回归和Cox回归分析,使用9个与角化相关的预后lncRNAs(AC007998.3,AC003086.1,AC009974.2,IQCH-AS1,LINC02561,AC105345.1,ZFPM2-AS1,AL353708.1和WAC-AS1)构建了一个预后模型。基于四个角化相关的lncRNA预后模型计算所有HCC患者样品的风险评分。所有HCC患者根据1:1的比例分为高危和低危亚组。Kaplan-Meier生存曲线分析显示,高危组患者的总生存率(OS)明显低于低危组。主成分分析(PCA)证实,预后lncRNA模型准确区分高风险和低风险HCC患者。此外,回归分析和ROC曲线证实了风险评分的预后价值。构建了具有风险评分和其他临床病理特征的列线图。列线图准确地预测了1-,3-,和肝癌患者的5年OS。高风险患者的肿瘤突变负荷(TMB)评分高于低风险患者。与高风险组相比,低风险组的HCC患者表现出更低的TIDE评分和更高的抗肿瘤药物敏感性。肿瘤免疫反应和肿瘤免疫细胞浸润在肝癌高危和低危患者之间有显著差异。我们的研究确定了一个9-cupprotables相关的lncRNA签名,可以准确预测预后,免疫治疗效果,以及HCC患者的肿瘤免疫微环境状况。因此,这种与细胞凋亡相关的lncRNA风险模型是HCC的一个潜在的预后生物特征,在识别对免疫治疗有潜在反应的HCC患者方面显示出很高的临床价值.
    Cuproptosis is a novel programmed cell death pathway that is initiated by direct binding of copper to lipoylated tricarboxylic acid (TCA) cycle proteins. Recent studies have demonstrated that cuproptosis-related genes regulate tumorigenesis. However, the potential role and clinical significance of cuproptosis-related long noncoding RNAs (lncRNAs) in hepatocellular carcinoma (HCC) have not been established. We performed a bioinformatics analyses of RNA-sequencing data of HCC patients extracted from The Cancer Genome Atlas (TCGA) dataset to identify and validate a cuproptosis-related lncRNA prognostic signature. Furthermore, we analyzed the clinical significance of the prognostic signature of cuproptosis-related lncRNA in predicting the immunotherapeutic efficacy and the status of the tumor immune microenvironment. The RNA-sequencing data, genomic mutations, and clinical information were downloaded for 374 HCC samples and 50 normal liver samples from TCGA-Liver Hepatocellular Carcinoma (TCGA-LIHC) dataset. Co-expression analysis of Gene-lncRNA pairs with 49 known cuproptosis-related prognostic genes was used to define cuproptosis-related prognostic lncRNAs. We performed the LASSO algorithm and univariate and multivariate Cox regression analysis, respectively, to gradually identify the prognostic risk models of cuproptosis-related lncRNA based on the TCGA-LIHC dataset. Subsequently, the predictive performance of the model was evaluated using receiver operation characteristic (ROC) curves, Kaplan-Meier survival curves, and prognostic nomogram. The analysis of gene-lncRNA co-expression with 49 known cuproptosis-related genes identified 1359 cuproptosis-related lncRNAs in the TCGA-LIHC data set. A prognostic model was constructed with nine cuproptosis-related prognostic lncRNAs (AC007998.3, AC003086.1, AC009974.2, IQCH-AS1, LINC0256 1, AC105345.1, ZFPM2-AS1, AL353708.1 and WAC-AS1) using LASSO regression and Cox regression analyses. Risk scores were calculated for all HCC patient samples based on the four cuproptosis-related lncRNA prognostic models. All HCC patients were divided into high-risk and low-risk subgroups according to a 1:1 ratio column. The Kaplan-Meier survival curve analysis showed that the overall survival rate (OS) of the high-risk group patients was significantly lower than that of the low-risk group. The principal component analysis (PCA) confirmed that the prognostic lncRNA model accurately distinguished between high- and low-risk HCC patients. Furthermore, regression analysis as well as ROC curves confirmed the prognostic value of the risk score. A nomogram with risk scores and other clinicopathological characteristics was constructed. The nomogram accurately predicted the probability of 1-, 3-, and 5-year OS in HCC patients. Tumor mutation burden (TMB) scores were higher for high-risk patients than for low-risk patients. HCC patients in the low-risk group showed lower TIDE scores and greater sensitivity to antitumor drugs than those in the high-risk group. Tumor immune responses and tumor immune cell infiltration were significantly different between the high-risk and low-risk groups of patients with HCC. Our study identified a 9-cuproptosis-related lncRNA signature that accurately predicted prognosis, immunotherapeutic efficacy, and the status of the tumor immune microenvironment in HCC patients. Therefore, this cuproptosis-related lncRNA risk model is a potential prognostic biometric feature in HCC and shows high clinical value in identifying HCC patients who are potentially responsive to immunotherapy.
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