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Metabolic regulation of T cell production of IL-10 and IL-22 protects against intestinal inflammation. 代谢调节T细胞产生IL-10和IL-22可预防肠道炎症。
IF 5 4区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-10-24 eCollection Date: 2025-12-01 DOI: 10.1093/pcmedi/pbaf025
Han Liu, Xiaojing Zhao, Tianming Yu, Yu Yu, Suxia Yao, Wenjing Yang, Yingzi Cong

Objectives: Inflammatory bowel disease is driven by dysregulated CD4⁺ T cell responses to the intestinal microbiota. While T cells can exacerbate inflammation by producing proinflammatory cytokines, they also produce anti-inflammatory mediators, such as interleukin 10 (IL-10) and IL-22. However, the metabolic programs that regulate IL-10 and IL-22 production remain incompletely defined.

Methods: We used CBir1 transgenic mice and in vitro Th1 polarization assays to investigate how metabolic pathways regulate T cell production of IL-10 and IL-22. A panel of metabolic inhibitors was tested for their effects on cytokine expression. Transcriptional mechanisms were assessed using bulk RNA sequencing, qPCR, Enzyme-linked immunosorbent (ELISA), and CRISPR-Cas9-mediated gene editing. Functional relevance was validated using Citrobacter rodentium infection and T cell suppression assays in vivo and in vitro.

Results: Among tested metabolic inhibitors, dichloroacetate (DCA) significantly enhanced IL-10 and IL-22 production by CD4⁺ T cells. DCA increased maximal oxygen consumption and decreased lactate secretion in T cells. Mechanistically, DCA upregulated aryl hydrocarbon receptor (Ahr) and downregulated Bhlhe40, without affecting Prdm1. Pharmacologic inhibition of Ahr suppressed DCA-induced IL-22, but not IL-10, while Bhlhe40 knockout enhanced IL-10 production, identifying distinct transcriptional regulators for each cytokine. Functionally, DCA-treated Th1 cells suppressed naïve T cell proliferation via IL-10. In an in vivo experiment, DCA treatment protected mice from C. rodentium-induced colitis.

Conclusions: Our findings demonstrate that DCA enhances IL-22 and IL-10 production in Th1 cells through Ahr and Bhlhe40, respectively. These results identify a novel metabolic mechanism by which DCA promotes mucosal immune regulation and highlight its potential as a therapeutic strategy for inflammatory bowel disease.

目的:炎症性肠病是由失调的CD4 + T细胞对肠道微生物群的反应驱动的。虽然T细胞可以通过产生促炎细胞因子来加剧炎症,但它们也会产生抗炎介质,如白细胞介素10 (IL-10)和IL-22。然而,调节IL-10和IL-22产生的代谢程序仍未完全确定。方法:利用CBir1转基因小鼠和体外Th1极化实验,研究代谢途径如何调节T细胞产生IL-10和IL-22。一组代谢抑制剂对细胞因子表达的影响进行了测试。使用大量RNA测序、qPCR、酶联免疫吸附(ELISA)和crispr - cas9介导的基因编辑来评估转录机制。在体内和体外通过啮齿柠檬酸杆菌感染和T细胞抑制实验验证了功能相关性。结果:在所测试的代谢抑制剂中,二氯乙酸(DCA)显著增强CD4 + T细胞产生IL-10和IL-22。DCA增加了T细胞的最大耗氧量,减少了乳酸分泌。在机制上,DCA上调芳烃受体(Ahr),下调Bhlhe40,而不影响Prdm1。Ahr的药理学抑制抑制了dca诱导的IL-22,但不抑制IL-10,而Bhlhe40敲除增强了IL-10的产生,确定了每种细胞因子的不同转录调节因子。功能上,dca处理的Th1细胞通过IL-10抑制naïve T细胞增殖。在体内实验中,DCA处理可以保护小鼠免受啮齿动物诱导的结肠炎。结论:我们的研究结果表明DCA分别通过Ahr和Bhlhe40促进Th1细胞中IL-22和IL-10的产生。这些结果确定了DCA促进粘膜免疫调节的一种新的代谢机制,并强调了其作为炎症性肠病治疗策略的潜力。
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引用次数: 0
Single-cell transcriptomic profiling reveals distinct tumor microenvironments in HPV-associated penile squamous cell carcinoma. 单细胞转录组分析揭示了hpv相关阴茎鳞状细胞癌中不同的肿瘤微环境。
IF 5 4区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-09-08 eCollection Date: 2025-09-01 DOI: 10.1093/pcmedi/pbaf013
Lianbang Zhu, Deyun Shen, Jiahao Zhou, Chen Cheng, Zhiyao Xu, Yong Liang, Wen Pan, Tao Tao

Background: Penile squamous cell carcinoma (PSCC) is a rare yet potentially lethal malignancy, often resulting in devastating disfigurement, with a 5-year survival rate of only ∼50%. Human papillomavirus (HPV) infection is implicated in approximately half of PSCC cases and is associated with improved clinical outcomes; however, the underlying mechanisms remain poorly understood.

Methods: To elucidate HPV-associated differences in the tumor microenvironment, we performed single-cell RNA sequencing on tumors from 11 treatment-naïve PSCC patients, analyzing a total of 52 980 single cells. Unsupervised clustering identified 49 distinct cellular clusters across immune and stromal compartments.

Results: HPV-positive tumors exhibited an increased abundance of mast cells and a reduction in the proliferative macrophages subpopulation compared to HPV-negative tumors. Notably, CD8+ T cells in HPV-positive PSCC expressed lower levels of immune checkpoint molecules, suggesting a less exhausted immune state. Conversely, TIGIT and its ligands were significantly enriched in HPV-negative tumors, potentially fostering an immunosuppressive niche.

Conclusion: Collectively, our study delineates the single-cell landscape of PSCC and highlights distinct tumor microenvironment remodeling associated with HPV status, suggesting that the reduced immunosuppression in HPV-positive tumors may underlie their more favorable prognosis.

背景:阴茎鳞状细胞癌(PSCC)是一种罕见但潜在致命的恶性肿瘤,通常导致毁灭性的毁容,5年生存率仅为50%。人乳头瘤病毒(HPV)感染与大约一半的PSCC病例有关,并与改善的临床结果相关;然而,潜在的机制仍然知之甚少。方法:为了阐明hpv在肿瘤微环境中的相关差异,我们对11例treatment-naïve PSCC患者的肿瘤进行了单细胞RNA测序,共分析了52 980个单细胞。无监督聚类鉴定了49个不同的细胞簇跨越免疫和间质室。结果:与hpv阴性肿瘤相比,hpv阳性肿瘤表现出肥大细胞丰度增加和增殖性巨噬细胞亚群减少。值得注意的是,hpv阳性PSCC中的CD8+ T细胞表达较低水平的免疫检查点分子,表明免疫状态较少耗尽。相反,TIGIT及其配体在hpv阴性肿瘤中显著富集,可能形成免疫抑制生态位。结论:总的来说,我们的研究描绘了PSCC的单细胞景观,并强调了与HPV状态相关的独特的肿瘤微环境重塑,这表明HPV阳性肿瘤的免疫抑制降低可能是其预后更好的基础。
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引用次数: 0
Bile acid metabolism and hcepatocellular carcinoma: mechanisms of drug resistance and intervention strategies. 胆汁酸代谢与肝细胞癌:耐药机制及干预策略。
IF 5 4区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-08-20 eCollection Date: 2025-09-01 DOI: 10.1093/pcmedi/pbaf020
Yan Lu, Xiaochen Feng, Zhijie Wang, Minghao Zou, Zheqi Xu, Qianjia Liu, Wenjin Chen, Jin Ding, Hui Liu

Hepatocellular carcinoma (HCC) is the predominant malignant liver tumor, characterized by high morbidity, mortality, and rapid progression, and it ranks among the leading causes of cancer-related fatalities worldwide. Its treatment is facing the severe challenge of resistance to targeted drugs and immunotherapy. Bile acids (BAs) are products of cholesterol metabolism, that not only regulate lipid digestion and absorption, but also influence the development of HCC by modulating inflammation and metabolism. Dysregulation of BA metabolism is closely linked to resistance against targeted therapies and immunotherapies. BAs reduce the efficacy of targeted drugs by influencing enzymes involved in drug metabolism and drug efflux transporters, moreover, BAs also lead to immunotherapeutic resistance by regulating the formation of the immunosuppressive tumor microenvironment. Therefore, regulating BA metabolism has the potential to overcome drug resistance of targeted therapy and immunotherapy, which could be a promising treatment strategy. This review not only summarizes the roles of BA metabolism in HCC development and drug resistance, but also further explores the rationality and necessity of targeting BAs to enhance the survival of HCC patients.

肝细胞癌(HCC)是主要的恶性肝脏肿瘤,其特点是发病率高、死亡率高、进展迅速,是世界范围内癌症相关死亡的主要原因之一。其治疗面临着靶向药物耐药和免疫治疗的严峻挑战。胆汁酸(BAs)是胆固醇代谢的产物,不仅调节脂质消化吸收,还通过调节炎症和代谢影响HCC的发生。BA代谢失调与对靶向治疗和免疫治疗的耐药性密切相关。BAs通过影响参与药物代谢的酶和药物外排转运体降低靶向药物的疗效,此外,BAs还通过调节免疫抑制性肿瘤微环境的形成导致免疫治疗耐药。因此,调节BA代谢具有克服靶向治疗和免疫治疗耐药的潜力,可能是一种很有前景的治疗策略。本文综述了BA代谢在HCC发展和耐药中的作用,并进一步探讨了靶向BAs提高HCC患者生存率的合理性和必要性。
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引用次数: 0
Molecular mechanisms and genetic features of cholangiocarcinoma: implications for targeted therapeutic strategies. 胆管癌的分子机制和遗传特征:对靶向治疗策略的影响。
IF 5 4区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-08-20 eCollection Date: 2025-09-01 DOI: 10.1093/pcmedi/pbaf021
Xiao Lu, Shoujia Xu, Zhe Deng, Min-Jun Wang, Fei Chen

Cholangiocarcinoma (CCA) is a biologically diverse and highly aggressive cancer that arises from the biliary epithelium. It is typically divided into intrahepatic, perihilar, and distal types, each with distinct clinical behavior, genetic alterations, and therapeutic responses. Worldwide, the global incidence of CCA has risen steadily, accounting for nearly 15% of liver cancers and ∼3% of all gastrointestinal malignancies. CCA often presents at an advanced stage due to its silent onset and shows poor responsiveness to conventional chemotherapy, resulting in high mortality, accounting for ∼2% of cancer-related deaths worldwide. Risk factors include parasitic infections like liver flukes and chronic biliary diseases such as cholelithiasis and primary sclerosing cholangitis, although most cases have unknown origins. While early-stage patients may benefit from surgical resection or liver transplantation, these options are often not viable in advanced disease due to high relapse rates. In cases of unresectable or metastatic CCA, treatment remains difficult due to resistance and a lack of effective targeted therapies. This review systematically integrates the genomic, epigenetic, and signaling network mechanisms underlying CCA with their translational implications, providing a critical synthesis of the rapidly evolving field of targeted therapies, including recently approved Food and Drug Administration treatments and emerging novel agents. We specifically emphasize the key mechanisms of therapeutic resistance and corresponding strategies to overcome them, present an updated evaluation of vulnerabilities across distinct molecular subgroups, and explore the major challenges and future trajectories for advancing biomarker-driven precision medicine in CCA, thereby offering a forward-looking and clinically relevant perspective.

胆管癌(CCA)是一种生物多样性和高度侵袭性的癌症,起源于胆道上皮。它通常分为肝内型、门周型和远端型,每种类型都有不同的临床行为、遗传改变和治疗反应。在世界范围内,CCA的全球发病率稳步上升,占肝癌的近15%,占所有胃肠道恶性肿瘤的约3%。由于无症状发作,CCA通常出现在晚期,对常规化疗反应较差,导致高死亡率,占全球癌症相关死亡的2%。危险因素包括寄生虫感染,如肝吸虫和慢性胆道疾病,如胆石症和原发性硬化性胆管炎,尽管大多数病例病因不明。虽然早期患者可以从手术切除或肝移植中获益,但由于复发率高,这些选择在晚期疾病中往往不可行。在不可切除或转移性CCA的病例中,由于耐药和缺乏有效的靶向治疗,治疗仍然困难。本综述系统地整合了CCA的基因组、表观遗传学和信号网络机制及其翻译意义,提供了快速发展的靶向治疗领域的关键综合,包括最近批准的食品和药物管理局治疗和新兴的新型药物。我们特别强调了治疗耐药的关键机制和克服它们的相应策略,对不同分子亚群的脆弱性进行了最新评估,并探讨了在CCA中推进生物标志物驱动的精准医学的主要挑战和未来轨迹,从而提供了前瞻性和临床相关的观点。
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引用次数: 0
Genetic architecture of hypertrophic cardiomyopathy in individuals of Chinese and United Kingdom ancestry. 中国和英国血统肥厚性心肌病个体的遗传结构。
IF 5 4区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-07-24 eCollection Date: 2025-09-01 DOI: 10.1093/pcmedi/pbaf019
Jie Wang, Dominic Russ, Yongsan Yang, Lutong Pu, Mengdi Yu, Jinquan Zhang, Jiajun Guo, Yuanwei Xu, Ke Wan, Heng Xu, Yuchi Han, Georgios V Gkoutos, Yucheng Chen

Background: No studies have explored the genetic differences between the Chinese and other ethnic hypertrophic cardiomyopathy (HCM) populations.

Methods: This cross-sectional study included Chinese patients (n = 593) with HCM and controls (n = 491) who underwent whole-exome sequencing. Rare variants in 16 validated HCM genes were assessed and compared with a United Kingdom HCM cohort (n = 1 232) and controls (n = 344 745).

Results: Chinese HCM patients have a higher proportion of rare variants (52.8% vs 13.6%, P < 0.001) but have a similar proportion of pathogenic (P) or likely pathogenic (LP) variants compared to the UK cohort. In addition, the Chinese cohort had additional associations with the combined thin filament genes (P = 1.29E-9) and myosin light chain genes (P = 4.43E-3). The United Kingdom cohort was significantly associated with MYBPC3 non-truncating variants (P = 2.99E-7). By classifying variants using the tool genebe, the variants of uncertain significance were minimized to 46.8% compared to other tools (63.3% by Intervar; 91.3% by CardioClassifier). Furthermore, we report that c.3624del in MYBPC3 and c.300C > G in TNNT2 account for 2.9% and 1.5% of all Chinese HCM cases, respectively.

Conclusion: Our findings suggested that patients of Chinese ancestry with HCM have a higher proportion of rare variants but are less likely to be classified as P/LP variants in HCM genes than those of European origin. The variants of c.3624del in MYBPC3 and c.300C > G in TNNT2 were specific to Chinese individuals and provide important insights into the ethnic differences of HCM genetic architecture.

背景:目前还没有研究探讨中国人与其他民族肥厚性心肌病(HCM)人群的遗传差异。方法:本横断面研究包括中国HCM患者(n = 593)和对照组(n = 491),他们进行了全外显子组测序。对16个已证实的HCM基因中的罕见变异进行了评估,并对英国HCM队列(n = 1232)和对照组(n = 344745)进行了比较。结果:中国HCM患者罕见变异比例(52.8% vs 13.6%, P = 1.29E-9)和肌球蛋白轻链基因比例(P = 4.43E-3)较高。英国队列与MYBPC3非截断变异显著相关(P = 2.99E-7)。通过使用工具基因对变异进行分类,与其他工具相比,不确定意义的变异减少到46.8% (Intervar为63.3%,CardioClassifier为91.3%)。此外,我们报道MYBPC3中的c.3624del和TNNT2中的c.300C . > G分别占所有中国HCM病例的2.9%和1.5%。结论:我们的研究结果表明,与欧洲血统的HCM患者相比,中国血统的HCM患者具有更高比例的罕见变异,但不太可能被归类为HCM基因的P/LP变异。MYBPC3中的c.3624del变异和TNNT2中的c.300C >g变异是中国个体特有的,为HCM遗传结构的种族差异提供了重要的见解。
{"title":"Genetic architecture of hypertrophic cardiomyopathy in individuals of Chinese and United Kingdom ancestry.","authors":"Jie Wang, Dominic Russ, Yongsan Yang, Lutong Pu, Mengdi Yu, Jinquan Zhang, Jiajun Guo, Yuanwei Xu, Ke Wan, Heng Xu, Yuchi Han, Georgios V Gkoutos, Yucheng Chen","doi":"10.1093/pcmedi/pbaf019","DOIUrl":"10.1093/pcmedi/pbaf019","url":null,"abstract":"<p><strong>Background: </strong>No studies have explored the genetic differences between the Chinese and other ethnic hypertrophic cardiomyopathy (HCM) populations.</p><p><strong>Methods: </strong>This cross-sectional study included Chinese patients (<i>n</i> = 593) with HCM and controls (<i>n</i> = 491) who underwent whole-exome sequencing. Rare variants in 16 validated HCM genes were assessed and compared with a United Kingdom HCM cohort (<i>n</i> = 1 232) and controls (<i>n</i> = 344 745).</p><p><strong>Results: </strong>Chinese HCM patients have a higher proportion of rare variants (52.8% vs 13.6%, <i>P</i> < 0.001) but have a similar proportion of pathogenic (P) or likely pathogenic (LP) variants compared to the UK cohort. In addition, the Chinese cohort had additional associations with the combined thin filament genes (<i>P</i> = 1.29E-9) and myosin light chain genes (<i>P</i> = 4.43E-3). The United Kingdom cohort was significantly associated with <i>MYBPC3</i> non-truncating variants (<i>P</i> = 2.99E-7). By classifying variants using the tool genebe, the variants of uncertain significance were minimized to 46.8% compared to other tools (63.3% by Intervar; 91.3% by CardioClassifier). Furthermore, we report that c.3624del in <i>MYBPC3</i> and c.300C > G in <i>TNNT2</i> account for 2.9% and 1.5% of all Chinese HCM cases, respectively.</p><p><strong>Conclusion: </strong>Our findings suggested that patients of Chinese ancestry with HCM have a higher proportion of rare variants but are less likely to be classified as P/LP variants in HCM genes than those of European origin. The variants of c.3624del in <i>MYBPC3</i> and c.300C > G in <i>TNNT2</i> were specific to Chinese individuals and provide important insights into the ethnic differences of HCM genetic architecture.</p>","PeriodicalId":33608,"journal":{"name":"Precision Clinical Medicine","volume":"8 3","pages":"pbaf019"},"PeriodicalIF":5.0,"publicationDate":"2025-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12375896/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144972151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Glycosylation in kidney diseases. 肾脏疾病中的糖基化。
IF 5 4区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-07-11 eCollection Date: 2025-09-01 DOI: 10.1093/pcmedi/pbaf017
Yingying Ling, Fei Cai, Tao Su, Yi Zhong, Ling Li, Bo Meng, Guisen Li, Meng Gong, Hao Yang, Xinfang Xie, Zhenyu Sun, Yang Zhao, Fang Liu, Yong Zhang

Protein glycosylation is a critical post-translational modification that influences protein folding, localization, stability, and functional interactions by attaching glycans to specific sites. This process is crucial for biological functions of glycoproteins, and aberrant glycosylation can lead to genetic disorders, immune system issues, and multi-organ pathologies. Recent advancements in glycoproteomic technologies have made the study of protein glycosylation a key focus for understanding the pathogenesis of kidney diseases. This review provides a comprehensive overview of protein glycosylation mechanisms, its biological roles, molecular pathways, and significant functions in renal physiology and pathology. It specifically highlights the dynamic changes and regulatory networks associated with aberrant glycosylation in kidney diseases such as immunoglobulin A nephropathy, diabetic kidney disease, autosomal dominant polycystic kidney disease, renal cell carcinoma, and acute kidney injury. It also evaluates the clinical applications of related technologies and biomarkers. Additionally, it discusses the challenges in developing glycosylation-targeted therapeutic strategies. Future research should focus on clarifying cell-specific glycosylation regulatory networks in the kidney, integrating glycobiology with multi-omics approaches, and improving precision diagnostics and treatment for kidney diseases.

蛋白质糖基化是一种重要的翻译后修饰,通过将聚糖附着在特定位点上,影响蛋白质的折叠、定位、稳定性和功能相互作用。这一过程对糖蛋白的生物学功能至关重要,异常的糖基化可导致遗传疾病、免疫系统问题和多器官病变。糖蛋白组学技术的最新进展使蛋白质糖基化的研究成为了解肾脏疾病发病机制的关键焦点。本文综述了蛋白质糖基化的机制、生物学作用、分子途径及其在肾脏生理病理中的重要功能。它特别强调了肾脏疾病(如免疫球蛋白A肾病、糖尿病肾病、常染色体显性多囊肾病、肾细胞癌和急性肾损伤)中与异常糖基化相关的动态变化和调节网络。并对相关技术和生物标志物的临床应用进行了评价。此外,它还讨论了开发糖基化靶向治疗策略的挑战。未来的研究应集中在阐明肾脏中细胞特异性糖基化调节网络,将糖生物学与多组学方法结合起来,提高肾脏疾病的精确诊断和治疗。
{"title":"Glycosylation in kidney diseases.","authors":"Yingying Ling, Fei Cai, Tao Su, Yi Zhong, Ling Li, Bo Meng, Guisen Li, Meng Gong, Hao Yang, Xinfang Xie, Zhenyu Sun, Yang Zhao, Fang Liu, Yong Zhang","doi":"10.1093/pcmedi/pbaf017","DOIUrl":"10.1093/pcmedi/pbaf017","url":null,"abstract":"<p><p>Protein glycosylation is a critical post-translational modification that influences protein folding, localization, stability, and functional interactions by attaching glycans to specific sites. This process is crucial for biological functions of glycoproteins, and aberrant glycosylation can lead to genetic disorders, immune system issues, and multi-organ pathologies. Recent advancements in glycoproteomic technologies have made the study of protein glycosylation a key focus for understanding the pathogenesis of kidney diseases. This review provides a comprehensive overview of protein glycosylation mechanisms, its biological roles, molecular pathways, and significant functions in renal physiology and pathology. It specifically highlights the dynamic changes and regulatory networks associated with aberrant glycosylation in kidney diseases such as immunoglobulin A nephropathy, diabetic kidney disease, autosomal dominant polycystic kidney disease, renal cell carcinoma, and acute kidney injury. It also evaluates the clinical applications of related technologies and biomarkers. Additionally, it discusses the challenges in developing glycosylation-targeted therapeutic strategies. Future research should focus on clarifying cell-specific glycosylation regulatory networks in the kidney, integrating glycobiology with multi-omics approaches, and improving precision diagnostics and treatment for kidney diseases.</p>","PeriodicalId":33608,"journal":{"name":"Precision Clinical Medicine","volume":"8 3","pages":"pbaf017"},"PeriodicalIF":5.0,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12368498/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144972158","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
A benchmarking study of copy number variation inference methods using single-cell RNA-sequencing data. 使用单细胞rna测序数据的拷贝数变异推断方法的基准研究。
IF 5.1 4区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-06-04 eCollection Date: 2025-06-01 DOI: 10.1093/pcmedi/pbaf011
Xin Chen, Li Tai Fang, Zhong Chen, Wanqiu Chen, Hongjin Wu, Bin Zhu, Malcolm Moos, Andrew Farmer, Xiaowen Zhang, Wei Xiong, Shusheng Gong, Wendell Jones, Christopher E Mason, Shixiu Wu, Chunlin Xiao, Charles Wang

Background: Single-cell RNA-sequencing (scRNA-seq) has emerged as a powerful tool for cancer research, enabling in-depth characterization of tumor heterogeneity at the single-cell level. Recently, several scRNA-seq copy number variation (scCNV) inference methods have been developed, expanding the application of scRNA-seq to study genetic heterogeneity in cancer using transcriptomic data. However, the fidelity of these methods has not been investigated systematically.

Methods: We benchmarked five commonly used scCNV inference methods: HoneyBADGER, CopyKAT, CaSpER, inferCNV, and sciCNV. We evaluated their performance across four different scRNA-seq platforms using data from our previous multicenter study. We evaluated scCNV performance further using scRNA-seq datasets derived from mixed samples consisting of five human lung adenocarcinoma cell lines and also sequenced tissues from a small cell lung cancer patient and used the data to validate our findings with a clinical scRNA-seq dataset.

Results: We found that the sensitivity and specificity of the five scCNV inference methods varied, depending on the selection of reference data, sequencing depth, and read length. CopyKAT and CaSpER outperformed other methods overall, while inferCNV, sciCNV, and CopyKAT performed better than other methods in subclone identification. We found that batch effects significantly affected the performance of subclone identification in mixed datasets in most methods we tested.

Conclusion: Our benchmarking study revealed the strengths and weaknesses of each of these scCNV inference methods and provided guidance for selecting the optimal CNV inference method using scRNA-seq data.

背景:单细胞rna测序(scRNA-seq)已经成为癌症研究的有力工具,可以在单细胞水平上深入表征肿瘤异质性。近年来,一些scRNA-seq拷贝数变异(scCNV)推断方法的发展,扩大了scRNA-seq在利用转录组学数据研究癌症遗传异质性方面的应用。然而,这些方法的保真度尚未得到系统的研究。方法:我们对五种常用的scCNV推理方法:HoneyBADGER、CopyKAT、CaSpER、intercnv和scinv进行了基准测试。我们使用之前多中心研究的数据评估了它们在四种不同scRNA-seq平台上的表现。我们使用来自五种人肺腺癌细胞系混合样本的scRNA-seq数据集进一步评估了scCNV的性能,并对来自小细胞肺癌患者的组织进行了测序,并使用临床scRNA-seq数据集验证了我们的发现。结果:我们发现5种scCNV推断方法的敏感性和特异性不同,这取决于参考数据的选择、测序深度和读取长度。总体而言,CopyKAT和CaSpER的亚克隆鉴定效果优于其他方法,而intercnv、sciicnv和CopyKAT的亚克隆鉴定效果优于其他方法。我们发现,在我们测试的大多数方法中,批处理效应显著影响混合数据集的亚克隆鉴定性能。结论:我们的对标研究揭示了每种scCNV推断方法的优缺点,并为使用scRNA-seq数据选择最佳的CNV推断方法提供了指导。
{"title":"A benchmarking study of copy number variation inference methods using single-cell RNA-sequencing data.","authors":"Xin Chen, Li Tai Fang, Zhong Chen, Wanqiu Chen, Hongjin Wu, Bin Zhu, Malcolm Moos, Andrew Farmer, Xiaowen Zhang, Wei Xiong, Shusheng Gong, Wendell Jones, Christopher E Mason, Shixiu Wu, Chunlin Xiao, Charles Wang","doi":"10.1093/pcmedi/pbaf011","DOIUrl":"10.1093/pcmedi/pbaf011","url":null,"abstract":"<p><strong>Background: </strong>Single-cell RNA-sequencing (scRNA-seq) has emerged as a powerful tool for cancer research, enabling in-depth characterization of tumor heterogeneity at the single-cell level. Recently, several scRNA-seq copy number variation (scCNV) inference methods have been developed, expanding the application of scRNA-seq to study genetic heterogeneity in cancer using transcriptomic data. However, the fidelity of these methods has not been investigated systematically.</p><p><strong>Methods: </strong>We benchmarked five commonly used scCNV inference methods: HoneyBADGER, CopyKAT, CaSpER, inferCNV, and sciCNV. We evaluated their performance across four different scRNA-seq platforms using data from our previous multicenter study. We evaluated scCNV performance further using scRNA-seq datasets derived from mixed samples consisting of five human lung adenocarcinoma cell lines and also sequenced tissues from a small cell lung cancer patient and used the data to validate our findings with a clinical scRNA-seq dataset.</p><p><strong>Results: </strong>We found that the sensitivity and specificity of the five scCNV inference methods varied, depending on the selection of reference data, sequencing depth, and read length. CopyKAT and CaSpER outperformed other methods overall, while inferCNV, sciCNV, and CopyKAT performed better than other methods in subclone identification. We found that batch effects significantly affected the performance of subclone identification in mixed datasets in most methods we tested.</p><p><strong>Conclusion: </strong>Our benchmarking study revealed the strengths and weaknesses of each of these scCNV inference methods and provided guidance for selecting the optimal CNV inference method using scRNA-seq data.</p>","PeriodicalId":33608,"journal":{"name":"Precision Clinical Medicine","volume":"8 2","pages":"pbaf011"},"PeriodicalIF":5.1,"publicationDate":"2025-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12204187/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144529934","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
The gut virome in association with the bacteriome in gastrointestinal diseases and beyond: roles, mechanisms, and clinical applications. 肠道病毒组与细菌组在胃肠道疾病及其他疾病中的作用、机制和临床应用
IF 5.1 4区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-05-28 eCollection Date: 2025-06-01 DOI: 10.1093/pcmedi/pbaf010
Zhiyang Feng, Elke Burgermeister, Anna Philips, Tao Zuo, Weijie Wen

The gut virome, an essential component of the intestinal microbiome, constitutes ∼0.1% of the total microbial biomass but contains a far greater number of particles than bacteria, with phages making up 90%-95% of this virome. This review systematically examines the developmental patterns of the gut virome, focusing on factors influencing its composition, including diet, environment, host genetics, and immunity. Additionally, it explores the gut virome's associations with various diseases, its interactions with gut bacteria and the immune system, and its emerging clinical applications.

肠道病毒组是肠道微生物组的重要组成部分,占微生物总生物量的0.1%,但其颗粒数量远高于细菌,其中噬菌体占该病毒组的90%-95%。本文系统地研究了肠道病毒的发育模式,重点研究了影响其组成的因素,包括饮食、环境、宿主遗传和免疫。此外,它还探讨了肠道病毒与各种疾病的关联,它与肠道细菌和免疫系统的相互作用,以及它的新兴临床应用。
{"title":"The gut virome in association with the bacteriome in gastrointestinal diseases and beyond: roles, mechanisms, and clinical applications.","authors":"Zhiyang Feng, Elke Burgermeister, Anna Philips, Tao Zuo, Weijie Wen","doi":"10.1093/pcmedi/pbaf010","DOIUrl":"10.1093/pcmedi/pbaf010","url":null,"abstract":"<p><p>The gut virome, an essential component of the intestinal microbiome, constitutes ∼0.1% of the total microbial biomass but contains a far greater number of particles than bacteria, with phages making up 90%-95% of this virome. This review systematically examines the developmental patterns of the gut virome, focusing on factors influencing its composition, including diet, environment, host genetics, and immunity. Additionally, it explores the gut virome's associations with various diseases, its interactions with gut bacteria and the immune system, and its emerging clinical applications.</p>","PeriodicalId":33608,"journal":{"name":"Precision Clinical Medicine","volume":"8 2","pages":"pbaf010"},"PeriodicalIF":5.1,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12163992/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144303023","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Risk factors associated with morbidity and unfavorable treatment outcome in drug-resistant pulmonary tuberculosis: a case-control study. 与耐药肺结核发病率和不良治疗结果相关的危险因素:一项病例对照研究
IF 5.1 4区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-04-18 eCollection Date: 2025-06-01 DOI: 10.1093/pcmedi/pbaf008
Changshu Li, Shufan Liang, Xue Wang, Su Lui, Chengdi Wang

Objectives: To investigate the risk factors in patients with drug-resistant tuberculosis (DR-TB) and clinical characteristics related to unfavorable anti-TB treatment outcomes.

Methods: A total of 961 pulmonary tuberculosis (TB) patients were included at West China Hospital of Sichuan University from January 2008 to November 2023. We analyzed the differences of clinical characteristics between DR-TB and drug-sensitive tuberculosis (DS-TB), and then compared these features in DR-TB patients with different outcomes. Multivariable logistic regression models were employed to quantify risk factors associated with DR-TB and adverse treatment outcomes.

Results: Among 961 pulmonary TB patients, a history of anti-TB treatment [odds ratio (OR), 3.289; 95% confidence interval (CI), 2.359-4.604] and CT-scan cavities (OR, 1.512; 95% CI, 1.052-2.168) increased DR-TB risk. A total of 214 DR-TB patients were followed for a median of 24.5 months. Among them, 116/214 (54.2%) patients achieved favorable outcomes. Prior anti-TB treatment (OR, 1.927; 95% CI, 1.033-3.640), multidrug-resistant tuberculosis (MDR-TB) (OR, 2.558; 95% CI, 1.272-5.252), positive sputum bacteriology (OR, 2.116; 95% CI, 1.100-4.134), and pleural effusion (OR, 2.097; 95% CI, 1.093-4.082) were associated with unfavorable outcomes, while isoniazid-resistant TB patients showed better outcomes (OR, 0.401; 95% CI, 0.181-0.853). The clinical model for unfavorable outcome prediction of DR-TB achieved an area under the curve (AUC) of 0.754 (95% CI, 0.690-0.818).

Conclusions: Treatment history of anti-TB not only increases the risk of the emergence of DR-TB, but also potentially leads to treatment failure during re-treatment in DR-TB patients. Drug resistance subtypes, radiological characteristics, and the results of sputum smear or culture may affect the treatment outcome of DR-TB.

目的:探讨耐药结核病(DR-TB)患者的危险因素及影响抗结核治疗效果的临床特点。方法:2008年1月至2023年11月四川大学华西医院肺结核患者961例。我们分析了耐药结核病和药物敏感性结核病(DS-TB)的临床特征差异,并比较了不同结局的耐药结核病患者的这些特征。采用多变量logistic回归模型量化与耐药结核病和不良治疗结果相关的危险因素。结果:961例肺结核患者中,有抗结核治疗史[优势比(OR): 3.289;95%可信区间(CI), 2.359-4.604)和ct扫描空腔(OR, 1.512;95% CI, 1.052-2.168)增加耐药结核病风险。共有214名耐药结核病患者接受了中位24.5个月的随访。其中116/214例(54.2%)患者预后良好。既往抗结核治疗(OR, 1.927;95% CI, 1.033-3.640),耐多药结核病(MDR-TB) (OR, 2.558;95% CI, 1.272-5.252),痰菌学阳性(OR, 2.116;95% CI, 1.100-4.134)和胸腔积液(OR, 2.097;95% CI, 1.093-4.082)与不良结果相关,而异烟肼耐药结核病患者的预后较好(OR, 0.401;95% ci, 0.181-0.853)。预测耐药结核病不良结局的临床模型曲线下面积(AUC)为0.754 (95% CI, 0.690-0.818)。结论:抗结核治疗史不仅增加了耐药结核的发生风险,而且可能导致耐药结核患者在再次治疗时治疗失败。耐药亚型、放射学特征以及痰涂片或培养结果可能影响耐药结核病的治疗结果。
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引用次数: 0
Liquid biopsy in head and neck cancer patients: blood, saliva, or both ? 头颈癌患者的液体活检:血液,唾液,还是两者都有?
IF 5.1 4区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-02-28 eCollection Date: 2025-03-01 DOI: 10.1093/pcmedi/pbaf005
Valentina De Pascale, Federica Ganci, Fabrizio Leone, Valentina Manciocco, Flaminia Campo, Anastasia Mercurio, Alina Catalina Palcau, Claudio Moretti, Frauke Goeman, Sara Donzelli, Giulia Orlandi, Federica Orrù, Renato Covello, Paola Muti, Sabrina Strano, Antonello Vidiri, Raul Pellini, Giovanni Blandino
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Precision Clinical Medicine
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