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1.
小年 (2024-06-30 23:17):
#paper The complete sequence and comparative analysis of ape sex chromosomes. Nature. 2024 Jun 13. doi: 10.1038/s41586-024-07473-2. 在本篇文章中,作者通过对五种大猿(倭黑猩猩、黑猩猩、西部低地大猩猩、婆罗洲猩猩和苏门答腊猩猩)和一种小猿(长臂猿)的X和Y染色体进行了端到端(T2T)无间隙组装,并对其性染色体的结构和进化进行了详细分析。研究发现,Y染色体在大小、序列对齐度和结构重排方面存在显著变异,而X染色体则相对更为稳定。具体来说,Y染色体在不同物种间的大小从30 Mb到68 Mb不等,而X染色体的大小范围较小,约为154 Mb到178 Mb。Y染色体表现出大量的结构重排,如倒位和插入,这些重排与基因功能的进化密切相关。此外,研究还发现Y染色体的放大区和倒位重复区显著扩展,并在不同物种中表现出快速进化。 阅读思考:这项研究通过对多个大猿物种的性染色体进行无间隙组装,极大地丰富了我们对灵长类动物性染色体结构和进化的理解。特别是,研究揭示了Y染色体的高度变异性和快速进化特征,这对于理解灵长类动物的性别决定和生殖生物学具有重要意义。此外,这些高质量的参考基因组为濒危的非人类大猿的保护提供了宝贵的遗传信息。然而,该研究的一个限制是其主要依赖于短读和长读测序数据,可能对某些高度重复区域的准确性有所不足。未来的研究应结合更多的高覆盖度长读测序技术,以提供更全面和精确的性染色体数据,从而更好地服务于灵长类动物的进化研究和保护基因组学。此外,扩大研究物种的范围,特别是包含更多的灵长类物种,将有助于全面理解性染色体的进化模式和功能多样性
Abstract:
Apes possess two sex chromosomes-the male-specific Y chromosome and the X chromosome, which is present in both males and females. The Y chromosome is crucial for male reproduction, with deletions … >>>
Apes possess two sex chromosomes-the male-specific Y chromosome and the X chromosome, which is present in both males and females. The Y chromosome is crucial for male reproduction, with deletions being linked to infertility. The X chromosome is vital for reproduction and cognition. Variation in mating patterns and brain function among apes suggests corresponding differences in their sex chromosomes. However, owing to their repetitive nature and incomplete reference assemblies, ape sex chromosomes have been challenging to study. Here, using the methodology developed for the telomere-to-telomere (T2T) human genome, we produced gapless assemblies of the X and Y chromosomes for five great apes (bonobo (Pan paniscus), chimpanzee (Pan troglodytes), western lowland gorilla (Gorilla gorilla gorilla), Bornean orangutan (Pongo pygmaeus) and Sumatran orangutan (Pongo abelii)) and a lesser ape (the siamang gibbon (Symphalangus syndactylus)), and untangled the intricacies of their evolution. Compared with the X chromosomes, the ape Y chromosomes vary greatly in size and have low alignability and high levels of structural rearrangements-owing to the accumulation of lineage-specific ampliconic regions, palindromes, transposable elements and satellites. Many Y chromosome genes expand in multi-copy families and some evolve under purifying selection. Thus, the Y chromosome exhibits dynamic evolution, whereas the X chromosome is more stable. Mapping short-read sequencing data to these assemblies revealed diversity and selection patterns on sex chromosomes of more than 100 individual great apes. These reference assemblies are expected to inform human evolution and conservation genetics of non-human apes, all of which are endangered species. <<<
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2.
小年 (2024-05-30 11:08):
#paper A deep catalogue of protein-coding variation in 983,578 individuals. Nature. 2024 May 29. doi: 10.1038/s41586-024-07556-0. 在本篇文章中,作者通过对983,578个不同人群进行外显子测序,建立了一个涵盖多种人群的蛋白质编码变异目录。研究数据中,23%的样本来自非欧洲人群,包括非洲、东亚、美洲土著、中东和南亚血统。这一目录包含了超过1040万个错义变异和110万个预测的功能缺失变异(pLOF)。作者识别出了4848个基因中的罕见双等位基因pLOF变异,其中1751个基因是首次报道。此外,研究还识别出了3988个对功能缺失不耐受的基因,这些基因中包括86个以前被评估为耐受的基因和1153个缺乏已知疾病注释的基因。这项研究通过对大规模多样人群的外显子测序,丰富了我们对人类蛋白质编码变异的理解,并为精准医学提供了宝贵资源。特别是该研究强调了基因约束和变异频率在不同人群中的差异,揭示了基因功能与疾病风险之间的复杂关系,尤其是在识别和解释罕见的有害变异方面。然而,该研究的一个限制是其主要依赖于短读测序数据,可能对某些变异类型的准确性有所不足。
Nature, 2024-May-20. DOI: 10.1038/s41586-024-07556-0 PMID: 38768635
Abstract:
Rare coding variants that substantially affect function provide insights into the biology of a gene. However, ascertaining the frequency of such variants requires large sample sizes. Here we present a … >>>
Rare coding variants that substantially affect function provide insights into the biology of a gene. However, ascertaining the frequency of such variants requires large sample sizes. Here we present a catalogue of human protein-coding variation, derived from exome sequencing of 983,578 individuals across diverse populations. In total, 23% of the Regeneron Genetics Center Million Exome (RGC-ME) data come from individuals of African, East Asian, Indigenous American, Middle Eastern and South Asian ancestry. The catalogue includes more than 10.4 million missense and 1.1 million predicted loss-of-function (pLOF) variants. We identify individuals with rare biallelic pLOF variants in 4,848 genes, 1,751 of which have not been previously reported. From precise quantitative estimates of selection against heterozygous loss of function (LOF), we identify 3,988 LOF-intolerant genes, including 86 that were previously assessed as tolerant and 1,153 that lack established disease annotation. We also define regions of missense depletion at high resolution. Notably, 1,482 genes have regions that are depleted of missense variants despite being tolerant of pLOF variants. Finally, we estimate that 3% of individuals have a clinically actionable genetic variant, and that 11,773 variants reported in ClinVar with unknown significance are likely to be deleterious cryptic splice sites. To facilitate variant interpretation and genetics-informed precision medicine, we make this resource of coding variation from the RGC-ME dataset publicly accessible through a variant allele frequency browser. <<<
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3.
小年 (2024-04-30 13:46):
#paper genome-wide spectrum of tandem repeat expansions in 338,963 humans. Cell. 2024 Apr 25;187(9):2336-2341.e5. doi: 10.1016/j.cell.2024.03.004. Epub 2024 Apr 5. PMID: 38582080. 在本篇文章中,作者建立了一个名为TR-gnomAD的串联重复(TR)扩增的生物库规模参考数据库,该数据库涵盖了338,963个全基因组测序样本,其中包括39.5%的非欧洲样本。本研究使用了ExpansionHunter和GangSTR两种基因分型工具来增加TR基因分型的覆盖率。TR-gnomAD提供了关于TR单元数量频率差异的洞见,这些差异揭示了特定祖源与疾病风险之间的联系。例如,作者发现特定祖源中TR单元的扩增频率与某些遗传病的流行程度相关联,比如非洲后裔中肌阵挛型营养不良的DMPK基因中的CAG重复扩增较欧洲后裔中的较少。 阅读思考:TR-gnomAD的建立极大地丰富了我们对人类基因组中TR区域多样性的理解,并提供了一种全新的角度来观察遗传疾病与特定人种间的关联。这项研究强调了TR扩增在特定祖源中可能具有的疾病相关性,特别是在ALS、亨廷顿病等超过50种与TR扩增相关的致命性疾病中。此外,该数据库也对临床诊断提供了重要的参考,尤其是在使用TR 单元数差异来预测疾病风险方面。然而,该研究的一个限制是其主要依赖于短读测序数据,可能导致对大的TR扩增区域的等位基因长度估计不足。未来研究需结合长读测序技术,以提供更准确的TR扩增数据,从而更好地服务于遗传疾病的风险评估和诊断。
Cell, 2024-Apr-25. DOI: 10.1016/j.cell.2024.03.004 PMID: 38582080
Abstract:
The Genome Aggregation Database (gnomAD), widely recognized as the gold-standard reference map of human genetic variation, has largely overlooked tandem repeat (TR) expansions, despite the fact that TRs constitute ∼6% … >>>
The Genome Aggregation Database (gnomAD), widely recognized as the gold-standard reference map of human genetic variation, has largely overlooked tandem repeat (TR) expansions, despite the fact that TRs constitute ∼6% of our genome and are linked to over 50 human diseases. Here, we introduce the TR-gnomAD (https://wlcb.oit.uci.edu/TRgnomAD), a biobank-scale reference of 0.86 million TRs derived from 338,963 whole-genome sequencing (WGS) samples of diverse ancestries (39.5% non-European samples). TR-gnomAD offers critical insights into ancestry-specific disease prevalence using disparities in TR unit number frequencies among ancestries. Moreover, TR-gnomAD is able to differentiate between common, presumably benign TR expansions, which are prevalent in TR-gnomAD, from those potentially pathogenic TR expansions, which are found more frequently in disease groups than within TR-gnomAD. Together, TR-gnomAD is an invaluable resource for researchers and physicians to interpret TR expansions in individuals with genetic diseases. <<<
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4.
小年 (2024-03-31 17:31):
#paper Fehlings, D.L., Zarrei, M., Engchuan, W. et al. Comprehensive whole-genome sequence analyses provide insights into the genomic architecture of cerebral palsy. Nat Genet (2024). https://doi-org-443.webvpn.las.ac.cn/10.1038/s41588-024-01686-x 本文对超过320名患有脑瘩(CP)的儿童及其生物学父母进行了全基因组测序(WGS)数据分享。研究发现,11.3%的儿童存在致病/可能致病(P/LP)变异,17.7%的儿童存在不确定意义的变异。这些变异类型包括单核苷酸变异/缺失、拷贝数变异以及线粒体变异,其中COL4A1基因发现了最多的P/LP单核苷酸变异(SNVs)。此外,本项研究还将脑瘫患者与儿科对照组进行了比较,以确立新生突变率和遗传负荷分析的基准,发现新生有害变异与与神经系统相关的基因之间存在关联。本篇文章强调,脑瘫是最常见的儿童起始期身体残疾,经常伴随认知和行为障碍等额外发展影响。研究突显了遗传因素对脑瘫的重要影响,尤其是在没有明显产前、产时或产后病理因素、足月出生以及脑部影像学正常的情况下。研究强调了脑瘫的多因素本质,涉及遗传变异与环境因素的复杂交互作用。该研究的结果支持在脑瘫的诊断流程中引入全基因组测序,以识别包括罕见变异和线粒体变异在内的广泛遗传变异。同时表明,遗传测试有助于深入了解脑瘫的病因,改善家庭咨询,并指导针对性治疗。
Abstract:
We performed whole-genome sequencing (WGS) in 327 children with cerebral palsy (CP) and their biological parents. We classified 37 of 327 (11.3%) children as having pathogenic/likely pathogenic (P/LP) variants and … >>>
We performed whole-genome sequencing (WGS) in 327 children with cerebral palsy (CP) and their biological parents. We classified 37 of 327 (11.3%) children as having pathogenic/likely pathogenic (P/LP) variants and 58 of 327 (17.7%) as having variants of uncertain significance. Multiple classes of P/LP variants included single-nucleotide variants (SNVs)/indels (6.7%), copy number variations (3.4%) and mitochondrial mutations (1.5%). The COL4A1 gene had the most P/LP SNVs. We also analyzed two pediatric control cohorts (n = 203 trios and n = 89 sib-pair families) to provide a baseline for de novo mutation rates and genetic burden analyses, the latter of which demonstrated associations between de novo deleterious variants and genes related to the nervous system. An enrichment analysis revealed previously undescribed plausible candidate CP genes (SMOC1, KDM5B, BCL11A and CYP51A1). A multifactorial CP risk profile and substantial presence of P/LP variants combine to support WGS in the diagnostic work-up across all CP and related phenotypes. <<<
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5.
小年 (2024-02-29 10:51):
Choo, ZN., Behr, J.M., Deshpande, A. et al. Most large structural variants in cancer genomes can be detected without long reads. Nat Genet 55, 2139–2148 (2023). https://doi-org-443.webvpn.las.ac.cn/10.1038/s41588-023-01540-6 短读测序(SRS)普遍应用于癌症基因组学研究,但SRS对于检测癌症结构变异(SVs,包括拷贝数改变和重排)的灵敏度有限,特别是大型染色体结构改变,这是因为人类基因组中有许多同源序列。本研究分析了短读全基因组中的“松散末端”——相邻DNA片段之间质量平衡的局部违反,用于检测短读测序遗漏的SVs。作者在1,330个高纯度癌症全基因组的松散末端景观中,发现大多数大于10kb的克隆SVs在人类基因组87%的区域内可以被短读测序完全解析,并且可以准确检测拷贝数。值得注意的是,一些松散末端代表新端粒,可将其作为替代性端粒延长表型的标志,以上发现通过还38例乳腺癌和黑色素瘤病例的长读长测序得到验证。本项研究的结果表明,异常同源重组不太可能驱动大多数大型癌症SVs,总得来说,全基因组SRS数据中的质量平衡分析提供了癌症染色体结构的一个出人意料的完整景象。("松散末端"是指那些在短读测序数据中没有找到匹配的断点末端。这些末端可能是因为基因组重排事件而产生的,这些事件将本不相连的DNA片段的末端连接在一起,形成了新的结合点)
Abstract:
Short-read sequencing is the workhorse of cancer genomics yet is thought to miss many structural variants (SVs), particularly large chromosomal alterations. To characterize missing SVs in short-read whole genomes, we … >>>
Short-read sequencing is the workhorse of cancer genomics yet is thought to miss many structural variants (SVs), particularly large chromosomal alterations. To characterize missing SVs in short-read whole genomes, we analyzed 'loose ends'-local violations of mass balance between adjacent DNA segments. In the landscape of loose ends across 1,330 high-purity cancer whole genomes, most large (>10-kb) clonal SVs were fully resolved by short reads in the 87% of the human genome where copy number could be reliably measured. Some loose ends represent neotelomeres, which we propose as a hallmark of the alternative lengthening of telomeres phenotype. These pan-cancer findings were confirmed by long-molecule profiles of 38 breast cancer and melanoma cases. Our results indicate that aberrant homologous recombination is unlikely to drive the majority of large cancer SVs. Furthermore, analysis of mass balance in short-read whole genome data provides a surprisingly complete picture of cancer chromosomal structure. <<<
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6.
小年 (2024-01-31 19:56):
#paper Feng, Y., Xie, N., Inoue, F. et al. Integrative functional genomic analyses identify genetic variants influencing skin pigmentation in Africans. Nat Genet (2024). https://doi.org/10.1038/s41588-023-01626-1. 肤色是人类群体间一个显著的差异性状,具有高度遗传性的复杂性状,受到数百个基因位点的影响,其遗传基础尚未完全阐明。本篇文章作者采用了综合的功能基因组学分析方法,揭示了影响非洲人群肤色的遗传变异。该研究团队通过全基因组关联分析(GWAS)和自然选择扫描,鉴定了与肤色相关的单核苷酸多态性(SNP),利用大规模平行报告基因检测技术(MPRA),他们测试了这些SNP的调控活性。作者进一步使用 Hi-C 和 H3K27ac HiChIP 技术,构建了高分辨率的染色质相互作用图谱,以确定这些SNP的潜在靶基因。该研究通过荧光素酶报告基因检测、CRISPR基因编辑、转录组分析和黑色素丰度检测等技术,发现MITF 附近的 rs111969762、LEF1 附近的 rs17038630 和 TRPS1 附近的 rs11985280,这三个Di-SNP均能显著影响增强子活性及其靶基因的表达,可能对桑人皮肤色素的适应性进化发挥了作用。总得来说,本项研究发现了多个新的影响黑色素细胞中黑色素水平的新基因,这些发现有助于深入理解人类肤色的遗传机制,并为研究其他复杂性状的遗传因素提供了有价值的方法论。
Abstract:
Skin color is highly variable in Africans, yet little is known about the underlying molecular mechanism. Here we applied massively parallel reporter assays to screen 1,157 candidate variants influencing skin … >>>
Skin color is highly variable in Africans, yet little is known about the underlying molecular mechanism. Here we applied massively parallel reporter assays to screen 1,157 candidate variants influencing skin pigmentation in Africans and identified 165 single-nucleotide polymorphisms showing differential regulatory activities between alleles. We combine Hi-C, genome editing and melanin assays to identify regulatory elements for MFSD12, HMG20B, OCA2, MITF, LEF1, TRPS1, BLOC1S6 and CYB561A3 that impact melanin levels in vitro and modulate human skin color. We found that independent mutations in an OCA2 enhancer contribute to the evolution of human skin color diversity and detect signals of local adaptation at enhancers of MITF, LEF1 and TRPS1, which may contribute to the light skin color of Khoesan-speaking populations from Southern Africa. Additionally, we identified CYB561A3 as a novel pigmentation regulator that impacts genes involved in oxidative phosphorylation and melanogenesis. These results provide insights into the mechanisms underlying human skin color diversity and adaptive evolution. <<<
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7.
小年 (2023-12-31 22:02):
#paper doi: 10.1038/s41467-022-28421-6. Machine learning-based integration develops an immune-derived lncRNA signature for improving outcomes in colorectal cancer. Nat Commun. 2022 Feb 10;13(1):816. 在该项研究中,作者开发了一种基于机器学习的整合程序,用于构建共识免疫相关lncRNA特征(称为IRLS)。整体思路为:免疫浸润共识簇的开发和验证-鉴定源自免疫浸润模式的lncRNA模块-101种机器学习算法筛选最佳预测模型。通过对模型的评估发现,IRLS和AJCC分期的结合可以进一步提高模型的预测能力。作者还通过免疫相关lnRNA预后评分模型与已知发表了的基因signature多套数据集中进行比较分析,计算当前癌症类型中已发表的signature的C-index,重点体现本研究中lncRNAs的优势。 这篇免疫相关lncRNA的文章值得我们学习的最大亮点是,不像常规预后模型文章那样只用2-4种机器学习算法然后取交集(cox、lasso、RF等等),而是通过整合了10种不同的机器学习算法(包括Support Vector Machine (SVM), Least Absolute Shrinkage and Selection Operator (Lasso), Gradient Boosting Machine (GBM), Random Forest, Elastic Net, Stepwise Cox, Ridge, CoxBoost, Super Partial Correlation (SuperPC), and Partial Least Squares with Cox regression (plsRcox)),并评估了101种算法组合这些机器学习算法,直至筛选出最优的预后模型。
Abstract:
Long noncoding RNAs (lncRNAs) are recently implicated in modifying immunology in colorectal cancer (CRC). Nevertheless, the clinical significance of immune-related lncRNAs remains largely unexplored. In this study, we develope a … >>>
Long noncoding RNAs (lncRNAs) are recently implicated in modifying immunology in colorectal cancer (CRC). Nevertheless, the clinical significance of immune-related lncRNAs remains largely unexplored. In this study, we develope a machine learning-based integrative procedure for constructing a consensus immune-related lncRNA signature (IRLS). IRLS is an independent risk factor for overall survival and displays stable and powerful performance, but only demonstrates limited predictive value for relapse-free survival. Additionally, IRLS possesses distinctly superior accuracy than traditional clinical variables, molecular features, and 109 published signatures. Besides, the high-risk group is sensitive to fluorouracil-based adjuvant chemotherapy, while the low-risk group benefits more from bevacizumab. Notably, the low-risk group displays abundant lymphocyte infiltration, high expression of CD8A and PD-L1, and a response to pembrolizumab. Taken together, IRLS could serve as a robust and promising tool to improve clinical outcomes for individual CRC patients. <<<
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8.
小年 (2023-11-30 16:01):
#paper Augusto, D.G., Murdolo, L.D., Chatzileontiadou, D.S.M. et al. A common allele of HLA is associated with asymptomatic SARS-CoV-2 infection. Nature 620, 128–136 (2023). https://doi.org/10.1038/s41586-023-06331-x. 大多数感染COVID-19的人会出现诸如发热、干咳、咽痛、嗅觉减退等典型临床症状。然而也有一部分人群即便感染了新冠病毒,也不会出现任何症状,这些人被称为无症状感染者。为探索这一现象的背后遗传机制中,本项研究使用了29,947名样本的高分辨HLA分型数据,发现人类白细胞抗原(HLA)基因座的变异可能是影响SARS-CoV-2感染者是否出现症状的关键因素。进一步的研究表明,这种遗传关联可能源于预先存在的T细胞免疫。来自携带HLA-B*15:01个体的大流行前样本中的T细胞对SARS-CoV-2 S蛋白衍生的主要免疫原性肽段NQKLIANQF表现出反应性。这些T细胞大多数呈现记忆表型,具有高度多功能性,并与季节性冠状病毒衍生的肽段交叉反应。除此之外,HLA-B15:01–肽段复合物的晶体结构,展示了NQKLIANQF和NQKLIANAF肽段被HLA-B15:01稳定并呈现的相似能力。最后,研究揭示了肽段结构相似性是HLA-B*15:01介导的预先存在免疫的分子基础,这种免疫是由高亲和力的公共T细胞受体的T细胞交叉反应性所决定的。综上所述,这项研究深入阐释了SARS-CoV-2无症状感染背后的遗传和免疫学机制,尤其是HLA-B*15:01基因座的作用。
Abstract:
Studies have demonstrated that at least 20% of individuals infected with SARS-CoV-2 remain asymptomatic. Although most global efforts have focused on severe illness in COVID-19, examining asymptomatic infection provides a … >>>
Studies have demonstrated that at least 20% of individuals infected with SARS-CoV-2 remain asymptomatic. Although most global efforts have focused on severe illness in COVID-19, examining asymptomatic infection provides a unique opportunity to consider early immunological features that promote rapid viral clearance. Here, postulating that variation in the human leukocyte antigen (HLA) loci may underly processes mediating asymptomatic infection, we enrolled 29,947 individuals, for whom high-resolution HLA genotyping data were available, in a smartphone-based study designed to track COVID-19 symptoms and outcomes. Our discovery cohort (n = 1,428) comprised unvaccinated individuals who reported a positive test result for SARS-CoV-2. We tested for association of five HLA loci with disease course and identified a strong association between HLA-B*15:01 and asymptomatic infection, observed in two independent cohorts. Suggesting that this genetic association is due to pre-existing T cell immunity, we show that T cells from pre-pandemic samples from individuals carrying HLA-B*15:01 were reactive to the immunodominant SARS-CoV-2 S-derived peptide NQKLIANQF. The majority of the reactive T cells displayed a memory phenotype, were highly polyfunctional and were cross-reactive to a peptide derived from seasonal coronaviruses. The crystal structure of HLA-B*15:01-peptide complexes demonstrates that the peptides NQKLIANQF and NQKLIANAF (from OC43-CoV and HKU1-CoV) share a similar ability to be stabilized and presented by HLA-B*15:01. Finally, we show that the structural similarity of the peptides underpins T cell cross-reactivity of high-affinity public T cell receptors, providing the molecular basis for HLA-B*15:01-mediated pre-existing immunity. <<<
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9.
小年 (2023-10-30 22:31):
#paper Andrews G, Fan K, Pratt HE, Phalke N; Zoonomia Consortium§; Karlsson EK, Lindblad-Toh K, Gazal S, Moore JE, Weng Z. Mammalian evolution of human cis-regulatory elements and transcription factor binding sites. Science. 2023 Apr 28;380(6643):eabn7930. doi: 10.1126/science.abn7930. Epub 2023 Apr 28. PMID: 37104580. 哺乳动物之所以具有高度的生物体复杂性,很大程度上是由于它们的蛋白质调节的多样性。描述人类基因组的调控景观是现代生物学的一个长期目标。现代方法测量全基因组的生化信号,包括染色质可及性、组蛋白修饰、DNA甲基化和人类基因组中约1600个转录因子(tf)的结合。本篇文章作者利用Zoonomia项目(Zoonomia project)开发的工具---胎盘哺乳动物的进化限制(evolutionary constraint)和无参考基因组的241种哺乳动物的基因组比对---对胎盘哺乳动物的进化动态进行了研究。作者探索了从表观基因组学数据中获得的ENCODE cCRE和从染色质免疫沉淀数据中获得的367种转录因子的结合位点。他们发现了哺乳动物调控元件的保护性图谱:一端是高度保守的cCRE和进化受限的TFBS,另一端是灵长类动物特有的与转座因子(transposable element)重叠的cCRE和TFBSs。保守性的调控元件主要位于在基本细胞过程(代谢、发育)中起作用的基因附近,并且在其他哺乳动物的基因组中往往具有功能性,而不存在进化限制的调控元件位于涉及与环境相互作用的基因附近。
Abstract:
Understanding the regulatory landscape of the human genome is a long-standing objective of modern biology. Using the reference-free alignment across 241 mammalian genomes produced by the Zoonomia Consortium, we charted … >>>
Understanding the regulatory landscape of the human genome is a long-standing objective of modern biology. Using the reference-free alignment across 241 mammalian genomes produced by the Zoonomia Consortium, we charted evolutionary trajectories for 0.92 million human candidate cis-regulatory elements (cCREs) and 15.6 million human transcription factor binding sites (TFBSs). We identified 439,461 cCREs and 2,024,062 TFBSs under evolutionary constraint. Genes near constrained elements perform fundamental cellular processes, whereas genes near primate-specific elements are involved in environmental interaction, including odor perception and immune response. About 20% of TFBSs are transposable element-derived and exhibit intricate patterns of gains and losses during primate evolution whereas sequence variants associated with complex traits are enriched in constrained TFBSs. Our annotations illuminate the regulatory functions of the human genome. <<<
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10.
小年 (2023-09-30 08:20):
#paper draft human pangenome reference, Nature, 10 May 2023. doi.org/10.1038/s41586-023-05896-x. 这篇文章中人类泛基因组参考联盟(Human Pangenome Reference Consortium)首次呈现了人类泛基因组参考图谱的初步版本。该泛基因组参考图谱由来自遗传多样性人群的47个单倍体定相的二倍体组装基因组序列构成。这些组装序列覆盖了每个基因组中超过99%的序列,并且在结构和碱基水平上的准确性也超过99%。基于这些组装序列的比对,本篇文章作者生成了一个初步版本的泛基因组参考图谱,其中包含已知变异和单倍型,并揭示了在结构复杂位点上的新等位基因。此外,相对于现有的GRCh38参考基因组,泛基因组参考图谱添加了11,900万个常染色体多态位点和1,115个基因重复,其中约有9,000万个额外的碱基对来自结构变异。基于初步版本泛基因组参考图谱分析短读长测序数据,相对于基于GRCh38的工作流程,小突变的检测误差降低了34%,每个单倍型序列检测到的结构变异数量增加了104%,并且实现了对大多数样本的结构变异等位基因的分型。 思考:目前通用的人类参考基因组(GRCh38)是基于多个捐献者的DNA组装成而成线性参考基因组,捐献者主要以非裔和欧裔为主,亚裔成分较少。由于世界各地区人群中存在大量的遗传多态性,GRCh38并不能代表各个群体内所有的遗传多态性。本篇文章生成了来自世界各地区人群的47个单倍型定相的组装基因组,从而构建了人类泛基因组的初步版本。通过对短读长测序数据进行分析,发现相较于GRCh38的检测流程,对各类型的遗传突变都有了更好的检测效果。不过本篇文章构建的泛基因组主要是基于美洲和非洲人群,亚洲人群的比例只有13%,可能并不能很好的代表亚洲人群的遗传多样性。
Wen-Wei Liao, Mobin Asri, Jana Ebler, Daniel Doerr, Marina Haukness, Glenn Hickey, Shuangjia Lu, Julian K Lucas, Jean Monlong, Haley J Abel, Silvia Buonaiuto, Xian H Chang, Haoyu Cheng, Justin Chu, Vincenza Colonna, Jordan M Eizenga, Xiaowen Feng, Christian Fischer, Robert S Fulton, Shilpa Garg, Cristian Groza, Andrea Guarracino, William T Harvey, Simon Heumos, Kerstin Howe, Miten Jain, Tsung-Yu Lu, Charles Markello, Fergal J Martin, Matthew W Mitchell, Katherine M Munson, Moses Njagi Mwaniki, Adam M Novak, Hugh E Olsen, Trevor Pesout, David Porubsky, Pjotr Prins, Jonas A Sibbesen, Jouni Sirén, Chad Tomlinson, Flavia Villani, Mitchell R Vollger, Lucinda L Antonacci-Fulton, Gunjan Baid, Carl A Baker, Anastasiya Belyaeva, Konstantinos Billis, Andrew Carroll, Pi-Chuan Chang, Sarah Cody, Daniel E Cook, Robert M Cook-Deegan, Omar E Cornejo, Mark Diekhans, Peter Ebert, Susan Fairley, Olivier Fedrigo, Adam L Felsenfeld, Giulio Formenti, Adam Frankish, Yan Gao, Nanibaa' A Garrison, Carlos Garcia Giron, Richard E Green, Leanne Haggerty, Kendra Hoekzema, Thibaut Hourlier, Hanlee P Ji, Eimear E Kenny, Barbara A Koenig, Alexey Kolesnikov, Jan O Korbel, Jennifer Kordosky, Sergey Koren, HoJoon Lee, Alexandra P Lewis, Hugo Magalhães, Santiago Marco-Sola, Pierre Marijon, Ann McCartney, Jennifer McDaniel, Jacquelyn Mountcastle, Maria Nattestad, Sergey Nurk, Nathan D Olson, Alice B Popejoy, Daniela Puiu, Mikko Rautiainen, Allison A Regier, Arang Rhie, Samuel Sacco, Ashley D Sanders, Valerie A Schneider, Baergen I Schultz, Kishwar Shafin, Michael W Smith, Heidi J Sofia, Ahmad N Abou Tayoun, Françoise Thibaud-Nissen, Francesca Floriana Tricomi, Justin Wagner, Brian Walenz, Jonathan M D Wood, Aleksey V Zimin, Guillaume Bourque, Mark J P Chaisson, Paul Flicek, Adam M Phillippy, Justin M Zook, Evan E Eichler, David Haussler, Ting Wang, Erich D Jarvis, Karen H Miga, Erik Garrison, Tobias Marschall, Ira M Hall, Heng Li, Benedict Paten <<<
Abstract:
Here the Human Pangenome Reference Consortium presents a first draft of the human pangenome reference. The pangenome contains 47 phased, diploid assemblies from a cohort of genetically diverse individuals. These … >>>
Here the Human Pangenome Reference Consortium presents a first draft of the human pangenome reference. The pangenome contains 47 phased, diploid assemblies from a cohort of genetically diverse individuals. These assemblies cover more than 99% of the expected sequence in each genome and are more than 99% accurate at the structural and base pair levels. Based on alignments of the assemblies, we generate a draft pangenome that captures known variants and haplotypes and reveals new alleles at structurally complex loci. We also add 119 million base pairs of euchromatic polymorphic sequences and 1,115 gene duplications relative to the existing reference GRCh38. Roughly 90 million of the additional base pairs are derived from structural variation. Using our draft pangenome to analyse short-read data reduced small variant discovery errors by 34% and increased the number of structural variants detected per haplotype by 104% compared with GRCh38-based workflows, which enabled the typing of the vast majority of structural variant alleles per sample. <<<
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11.
小年 (2023-09-01 00:00):
#paper https://doi.org/10.1038/sdata.2018.157 A tissue-based draft map of the murine MHC class I immunopeptidome 文章介绍了一个关于小鼠MHC I类免疫肽组的组织图谱,其中包含了19种正常组织中呈现给CD8+ T细胞的肽段的全面概述。方法总结如下: 1. 得到质谱下机数据。 2. 使用Msconvert将原始质谱数据转换为mzML格式。 3. 使用Comet、MS-GF+和XTandem等数据库搜索引擎,将mzML格式的数据与小鼠蛋白质数据库进行比对,以鉴定肽段。 4. 使用Prophets进行统计验证,以确定鉴定的肽段的置信度。 5. 使用GibbsCluster v.1对鉴定的肽段进行聚类分析,以确定具有相似质谱特征的肽段。 6. 使用NetMHC v.4对鉴定的肽段进行注释分析,以确定其长度和预测MHC结合亲和力。 7. 根据统计验证和注释分析的结果,筛选出高置信度的MHC相关肽段。 8. 使用高置信度的MHC相关肽段,构建高质量的H2D b/K b特异性肽段光谱和测定库。 9. 将构建的肽段光谱和测定库共享到SysteMHC Atlas和SWATH Atlas中,以便其他研究人员可以使用和分析这些数据。 10. 最终的结果呈现,包括肽段光谱和测定库的构建、MHC相关肽段的注释和筛选等。
Abstract:
The large array of peptides presented to CD8+ T cells by major histocompatibility complex (MHC) class I molecules is referred to as the MHC class I immunopeptidome. Although the MHC … >>>
The large array of peptides presented to CD8+ T cells by major histocompatibility complex (MHC) class I molecules is referred to as the MHC class I immunopeptidome. Although the MHC class I immunopeptidome is ubiquitous in mammals and represents a critical component of the immune system, very little is known, in any species, about its composition across most tissues and organs in vivo. We applied mass spectrometry (MS) technologies to draft the first tissue-based atlas of the murine MHC class I immunopeptidome in health. Peptides were extracted from 19 normal tissues from C57BL/6 mice and prepared for MS injections, resulting in a total number of 28,448 high-confidence H2D/K-associated peptides identified and annotated in the atlas. This atlas provides initial qualitative data to explore the tissue-specificity of the immunopeptidome and serves as a guide to identify potential tumor-associated antigens from various cancer models. Our data were shared via PRIDE (PXD008733), SysteMHC Atlas (SYSMHC00018) and SWATH Atlas. We anticipate that this unique dataset will be expanded in the future and will find wide applications in basic and translational immunology. <<<
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12.
小年 (2023-07-31 19:35):
#paper https://doi.org/10.1038/ncomms13404 Direct identification of clinically relevant neoepitopes presented on native human melanoma tissue by mass spectrometry 这篇研究采用高灵敏度质谱技术,对25名黑色素瘤患者的原发肿瘤组织进行了全面的免疫肽谱学分析,发现了近10万个肿瘤相关肽段。研究团队还首次直接鉴定了携带突变的肽段,其中11个突变肽段在患者样本中得到证实。这些突变肽段中有4个显示出免疫原性,能够诱导患者体内T细胞产生针对癌症的免疫反应。这表明直接通过质谱技术识别突变肽段是寻找个性化肿瘤免疫治疗靶点的有效方法。此外,研究还在未富集的样本中检测到磷酸化肽段,为未来研发癌症免疫治疗提供了潜在目标。虽然该方法灵敏度仍需改进,但研究结果为癌症免疫治疗提供了重要的启示和新方向。
Abstract:
Although mutations may represent attractive targets for immunotherapy, direct identification of mutated peptide ligands isolated from human leucocyte antigens (HLA) on the surface of native tumour tissue has so far … >>>
Although mutations may represent attractive targets for immunotherapy, direct identification of mutated peptide ligands isolated from human leucocyte antigens (HLA) on the surface of native tumour tissue has so far not been successful. Using advanced mass spectrometry (MS) analysis, we survey the melanoma-associated immunopeptidome to a depth of 95,500 patient-presented peptides. We thereby discover a large spectrum of attractive target antigen candidates including cancer testis antigens and phosphopeptides. Most importantly, we identify peptide ligands presented on native tumour tissue samples harbouring somatic mutations. Four of eleven mutated ligands prove to be immunogenic by neoantigen-specific T-cell responses. Moreover, tumour-reactive T cells with specificity for selected neoantigens identified by MS are detected in the patient's tumour and peripheral blood. We conclude that direct identification of mutated peptide ligands from primary tumour material by MS is possible and yields true neoepitopes with high relevance for immunotherapeutic strategies in cancer. <<<
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13.
小年 (2023-04-29 17:35):
#paper DOI: 10.1182/blood.2020006287. Tumor-intrinsic and -extrinsic determinants of response to blinatumomab in adults with B-ALL. Blood. 2021 Jan 28;137(4):471-484. 通过对肿瘤和免疫细胞的综合基因组分析,证明肿瘤内在和外在因素都会影响患者对blinatumomab(博纳吐单抗治疗)的反应。 单细胞测序研究了44位采用blinatumomab治疗的复发性/难治性B-ALL成人患者(包括2例MRD阳性的患者)。 血液病患者的总体缓解率为 55%,CRLF2 重排费城染色体样 ALL 患者(Ph样ALL)的缓解率很高(12 [75%] of 16)。 转录组结果来看,应答者的预处理样本在肿瘤内表现出免疫应答增强。在治疗期间,外显子CD19 ex2part的外显子剪接亚型的表达增加与治疗失败有关。 未来的研究可评估使用ex2part作为CD19定向免疫疗法(包括blinatumomab和CAR19)反应的生物标志物。
Blood, 2021-01-28. DOI: 10.1182/blood.2020006287 PMID: 32881995
Abstract:
Blinatumomab, a bispecific antibody that directs CD3+ T cells to CD19+ tumor cells, shows variable efficacy in B-progenitor acute lymphoblastic leukemia (B-ALL). To determine tumor-intrinsic and -extrinsic determinants of response, … >>>
Blinatumomab, a bispecific antibody that directs CD3+ T cells to CD19+ tumor cells, shows variable efficacy in B-progenitor acute lymphoblastic leukemia (B-ALL). To determine tumor-intrinsic and -extrinsic determinants of response, we studied 44 adults with relapsed or refractory B-ALL (including 2 minimal residual disease positive) treated with blinatumomab using bulk tumor and single-cell sequencing. The overall response rate in patients with hematological disease was 55%, with a high response rate in those with CRLF2-rearranged Philadelphia chromosome-like ALL (12 [75%] of 16). Pretreatment samples of responders exhibited a tumor-intrinsic transcriptomic signature of heightened immune response. Multiple mechanisms resulted in loss of CD19 expression, including CD19 mutations, CD19-mutant allele-specific expression, low CD19 RNA expression, and mutations in CD19 signaling complex member CD81. Patients with low hypodiploid ALL were prone to CD19- relapse resulting from aneuploidy-mediated loss of the nonmutated CD19 allele. Increased expression of a CD19 isoform with intraexonic splicing of exon 2, CD19 ex2part, at baseline or during therapy was associated with treatment failure. These analyses demonstrate both tumor-intrinsic and -extrinsic factors influence blinatumomab response. We show that CD19 mutations are commonly detected in CD19- relapse during blinatumomab treatment. Identification of the CD19 ex2part splice variant represents a new biomarker predictive of blinatumomab therapy failure. <<<
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14.
小年 (2023-03-31 15:44):
#paper doi: 10.3389/fonc.2021.641487. Establishment of a Prognostic Model for Hepatocellular Carcinoma Based on Endoplasmic Reticulum Stress-Related Gene Analysis. Front Oncol. 2021; 11: 641487. 这篇文章基于88个内质网应激(ERS)相关基因,用Cox回归分析鉴定了肝癌中由5个ERS基因组成的预后生物标志物,并构建预后模型,同时评估模型的性能。其次分析了临床信息与生存预后的关系,识别了独立预后因素并建立预测列线图。还对5个预后基因做了多组学分析(包括mutation、methylation、copy number、post-transcriptional regulation)。 该文值得我们借鉴的是不局限于RNA-seq层面开发预后模型,不仅从多组学维度分析了这些ERS基因在促进肝癌的作用,最后还讨论了关于数据库中一些重要参数和临床资料的局限性,对我们以后的研究有一些启发。
Abstract:
Hepatocellular carcinoma (HCC) is one of the most common types of cancer worldwide and its incidence continues to increase year by year. Endoplasmic reticulum stress (ERS) caused by protein misfolding … >>>
Hepatocellular carcinoma (HCC) is one of the most common types of cancer worldwide and its incidence continues to increase year by year. Endoplasmic reticulum stress (ERS) caused by protein misfolding within the secretory pathway in cells and has an extensive and deep impact on cancer cell progression and survival. Growing evidence suggests that the genes related to ERS are closely associated with the occurrence and progression of HCC. This study aimed to identify an ERS-related signature for the prospective evaluation of prognosis in HCC patients. RNA sequencing data and clinical data of patients from HCC patients were obtained from The Cancer Genome Atlas (TCGA) and The International Cancer Genome Consortium (ICGC). Using data from TCGA as a training cohort (n=424) and data from ICGC as an independent external testing cohort (n=243), ERS-related genes were extracted to identify three common pathways IRE1, PEKR, and ATF6 using the GSEA database. Through univariate and multivariate Cox regression analysis, 5 gene signals in the training cohort were found to be related to ERS and closely correlated with the prognosis in patients of HCC. A novel 5-gene signature (including HDGF, EIF2S1, SRPRB, PPP2R5B and DDX11) was created and had power as a prognostic biomarker. The prognosis of patients with high-risk HCC was worse than that of patients with low-risk HCC. Multivariate Cox regression analysis confirmed that the signature was an independent prognostic biomarker for HCC. The results were further validated in an independent external testing cohort (ICGC). Also, GSEA indicated a series of significantly enriched oncological signatures and different metabolic processes that may enable a better understanding of the potential molecular mechanism mediating the progression of HCC. The 5-gene biomarker has a high potential for clinical applications in the risk stratification and overall survival prediction of HCC patients. In addition, the abnormal expression of these genes may be affected by copy number variation, methylation variation, and post-transcriptional regulation. Together, this study indicated that the genes may have potential as prognostic biomarkers in HCC and may provide new evidence supporting targeted therapies in HCC. <<<
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15.
小年 (2023-02-28 16:39):
#paper doi: 10.1172/JCI46043. Circadian rhythms, sleep, and metabolism. J Clin Invest. 2011 Jun;121(6):2133-41. 昼夜节律遗传基础的发现扩展了我们对行为和生理学的时间组织的认识。大脑和身体之间的新陈代谢是以每日“昼夜节律”的方式调节的,然而,系统地扰乱活动的昼夜节律模式,会导致正常代谢模式的破坏,包括肥胖、糖尿病和心血管疾病,与代谢功能障碍,文中评估了molecular timing如何为理解和开发肥胖和糖尿病的治疗方法创造新的机会。未来的研究将继续侧重于扩大我们对大脑和外周时钟如何在细胞自主和非自主水平上协调调节代谢过程的理解,营养通量如何将有关环境的信息转化为时钟,以及昼夜节律对人类健康和疾病的影响。
Abstract:
The discovery of the genetic basis for circadian rhythms has expanded our knowledge of the temporal organization of behavior and physiology. The observations that the circadian gene network is present … >>>
The discovery of the genetic basis for circadian rhythms has expanded our knowledge of the temporal organization of behavior and physiology. The observations that the circadian gene network is present in most living organisms from eubacteria to humans, that most cells and tissues express autonomous clocks, and that disruption of clock genes results in metabolic dysregulation have revealed interactions between metabolism and circadian rhythms at neural, molecular, and cellular levels. A major challenge remains in understanding the interplay between brain and peripheral clocks and in determining how these interactions promote energy homeostasis across the sleep-wake cycle. In this Review, we evaluate how investigation of molecular timing may create new opportunities to understand and develop therapies for obesity and diabetes. <<<
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16.
小年 (2023-01-31 13:23):
#paper doi:10.1007/978-1-4939-1221-6_1. Evolutionary Conservation and Expression of Human RNA-Binding Proteins and Their Role in Human Genetic Disease. Adv Exp Med Biol.2014. RNA结合蛋白(RBP)是转录后基因调控(PTGR)的效应子和调节因子。RBP调节所有RNA的稳定性、成熟度和周转,通常在许多位点结合数千个靶标。RBP的重要性通过其失调或突变导致各种发育和神经系统疾病而得到强调。 此研究明确了RBP相关基因的列表,选择参与Pfam定义的RNA相关过程的RBD,并在人类基因组中搜索包含至少一个选定结构域的任何蛋白质编码基因,但总体上保持对基因及其RNA靶标的假定功能无偏倚。在获得2130个候选者的列表后,添加了来自文献检索的已知RBP,其中包含未分类的RBD,并额外筛选了通过GO和蛋白质组范围的质谱数据集基于文献的证据表明他们参与了PTGR。RBP基因列表根据以下主要标准最终确定:(1)蛋白质具有确定的RNA结合或RNA酶结构域,(2)实验证明蛋白质是RNP复合物的一部分,因此参与RNA代谢途径,或(3)它们对PTGR中涉及的同系物和副同源物具有高序列同一性。通过上述方法,最终得出了1542种蛋白质。
Abstract:
RNA-binding proteins (RBPs) are effectors and regulators of posttranscriptional gene regulation (PTGR). RBPs regulate stability, maturation, and turnover of all RNAs, often binding thousands of targets at many sites. The … >>>
RNA-binding proteins (RBPs) are effectors and regulators of posttranscriptional gene regulation (PTGR). RBPs regulate stability, maturation, and turnover of all RNAs, often binding thousands of targets at many sites. The importance of RBPs is underscored by their dysregulation or mutations causing a variety of developmental and neurological diseases. This chapter globally discusses human RBPs and provides a brief introduction to their identification and RNA targets. We review RBPs based on common structural RNA-binding domains, study their evolutionary conservation and expression, and summarize disease associations of different RBP classes. <<<
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17.
小年 (2022-12-31 13:02):
#paper doi: 10.1038/s41417-021-00418-1. Use of CAR T-cell for acute lymphoblastic leukemia (ALL) treatment: a review study. Cancer Gene Ther. 2022. 急性淋巴细胞白血病(ALL)是一种癌症特异性淋巴细胞。近年来,新的治疗方法得到了广泛的应用。造血干细胞移植(HSCT)存在显着的局限性。虽然可以实现疾病的完全或部分缓解,但复发/难治性(R/R)AML患者的预后较差,移植后复发率高,需要新药物和新方案改善这类患者的长期生存。因此,使用替代方法来解决这些治疗挑战似乎至关重要。在过去十年中,用嵌合抗原受体(CAR)治疗ALL的基因工程T细胞得到了广泛的研究。根据I/II期临床试验,这项技术结果似乎非常有希望,可以在未来用作ALL治疗的有效和安全的治疗方法。 在本综述中,讨论了与嵌合抗原受体(CAR)T细胞用于ALL治疗相关的不同世代,挑战和临床研究,具体通过CAR-T细胞制造和治疗、靶向抗原、临床试验、CAR-T毒性、CAR-T治疗的优势、CAR-T细胞疗法的挑战、克服挑战的策略等方面。文中指出,当前研究和未来调查的核心部分集中在鉴定新的靶标抗原和当前可用靶标的新组合上,一个主要的挑战是选择更好的临床前研究来识别潜在的组合。此外,探索抗原损失机制和确定克服策略对于研究目的至关重要,克服肿瘤微环境中的T细胞功能抑制剂可以加速CAR-T细胞产品的开发和进步。
Abstract:
Acute lymphoblastic leukemia (ALL) is a cancer-specific lymphoid cell. Induction and consolidation chemotherapy alone or in combination with different therapeutic approaches remain the main treatment. Although complete or partial remission … >>>
Acute lymphoblastic leukemia (ALL) is a cancer-specific lymphoid cell. Induction and consolidation chemotherapy alone or in combination with different therapeutic approaches remain the main treatment. Although complete or partial remission of the disease can be achieved, the risk of relapse or refractory leukemia is still high. More effective and safe therapy options are yet unmet needs. In recent years' new therapeutic approaches have been widely used. Hematopoietic Stem Cell Transplantation (HSCT) presents significant limitations and the outcome of the consolidation treatment is patient dependent. Side effects such as Graft versus Host Disease (GvHD) in allogeneic hematopoietic stem cell transplantation are extremely common, therefore, using alternative methods to address these challenges for treatment seems crucial. In the last decade, T cells genetically engineered with Chimeric Antigen Receptor (CAR) treatment for the ALL are largely studied and represent the new era of strategy. According to the Phase I/II clinical trials, this technology results seem very promising and can be used in the next future as an effective and safe treatment for ALL treatment. In this review different generations, challenges, and clinical studies related to chimeric antigen receptor (CAR) T-cells for ALL treatment are discussed. <<<
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18.
小年 (2022-11-30 18:38):
https://doi.org/10.1038/s41467-021-21865-2 nature communications, 2021, Single cell transcriptomic analysis of murine lung development on hyperoxia-induced damage. 本文构建高氧损伤小鼠肺模型模拟支气管肺发育不良,进行单细胞转录组测序分析研究,评估小鼠肺单细胞发育动态。按3个时间节点,捕获了36只小鼠肺的超66,000个单细胞。分别从肺泡上皮、基质成纤维细胞、毛细血管内皮和巨噬细胞等亚群方面阐述肺损伤小鼠随着时间发育在细胞数目和基因层面的变化,通路分析和细胞动态串扰预测表明炎症信号是高氧诱导变化的主要驱动因素。本文提供了一个较广泛的健康小鼠和肺受损小鼠发育过程中的细胞组成图谱,但细胞类型较为受限,更为精细的细胞亚群注释依赖于亚群marker和细胞形态学认识的提升。
Abstract:
During late lung development, alveolar and microvascular development is finalized to enable sufficient gas exchange. Impaired late lung development manifests as bronchopulmonary dysplasia (BPD) in preterm infants. Single-cell RNA sequencing … >>>
During late lung development, alveolar and microvascular development is finalized to enable sufficient gas exchange. Impaired late lung development manifests as bronchopulmonary dysplasia (BPD) in preterm infants. Single-cell RNA sequencing (scRNA-seq) allows for assessment of complex cellular dynamics during biological processes, such as development. Here, we use MULTI-seq to generate scRNA-seq profiles of over 66,000 cells from 36 mice during normal or impaired lung development secondary to hyperoxia with validation of some of the findings in lungs from BPD patients. We observe dynamic populations of cells, including several rare cell types and putative progenitors. Hyperoxia exposure, which mimics the BPD phenotype, alters the composition of all cellular compartments, particularly alveolar epithelium, stromal fibroblasts, capillary endothelium and macrophage populations. Pathway analysis and predicted dynamic cellular crosstalk suggest inflammatory signaling as the main driver of hyperoxia-induced changes. Our data provides a single-cell view of cellular changes associated with late lung development in health and disease. <<<
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19.
小年 (2022-10-31 21:19):
#paper doi:10.1016/j.gpb.2022.09.004. ncFO: A Comprehensive Resource of Curated and Predicted ncRNAs Associated with Ferroptosis. Genomics Proteomics Bioinformatics. 2022. 细胞死亡在组织发育和体内平衡中起关键作用,并抑制癌细胞的过度增殖。铁死亡是由脂质过氧化诱导的一种特殊类型的调节性细胞死亡方式,探索铁死亡的潜在调节因子将有助于阐明其分子机制和仔细研究潜在的药物靶点。 目前虽然有铁死亡与疾病关联的调节剂和标志物数据库FerrD,但不便于研究人员对铁死亡相关非编码RNA(ncRNA,包括miRNA、lncRNA、circRNA)进行系统研究,ncRNA已被证实参与铁死亡的调节,文献中的信息不方便研究人员从综合角度表征铁死亡相关的ncRNA。为了填补这一空白,作者开发了ncRNA-铁死亡关联数据库(ncFO, http://www.jianglab.cn/ncFO/),ncFO是第一个收集了实验验证的铁死亡相关ncRNA并预测候选ncRNA-铁死亡关联的平台。用户可以获得经过实验验证的ncRNA-铁死亡关联,包括ncRNA名称、疾病、物种、组织、靶标、调控、发表时间和PMID。此外,ncFO数据库还提供了ncRNA的生存分析和差异表达分析。数据库为查询和分析铁死亡相关的ncRNA提供可靠的分析平台,为癌症治疗靶点的识别提供参考。
Abstract:
Ferroptosis is a form of regulated cell death driven by the accumulation of lipid hydroperoxides. Regulation of ferroptosis might be beneficial to cancer treatment. Non-coding RNAs (ncRNAs) are a class … >>>
Ferroptosis is a form of regulated cell death driven by the accumulation of lipid hydroperoxides. Regulation of ferroptosis might be beneficial to cancer treatment. Non-coding RNAs (ncRNAs) are a class of RNA transcripts that generally cannot encode proteins and have been demonstrated to play critical roles in regulating ferroptosis. Herein, we developed ncFO, the ncRNA-ferroptosis association database, to document the manually curated and predicted ncRNAs that are associated with ferroptosis. Collectively, ncFO contains 90 experimentally verified entries, including 46 microRNAs (miRNAs), 21 long non-coding RNAs (lncRNAs), and 17 circular RNAs (circRNAs). In addition, ncFO also incorporates two online prediction tools based on the regulation and co-expression of ncRNA and ferroptosis genes. Using default parameters, we obtained 3260 predicted entries, including 598 miRNAs and 178 lncRNAs, by regulation, as well as 2,592,661 predicted entries, including 967 miRNAs and 9632 lncRNAs, by ncRNA-ferroptosis gene co-expression in more than 8000 samples across 20 cancer types. The detailed information of each entry includes ncRNA name, disease, species, tissue, target, regulation, publication time, and PubMed identifier. ncFO also provides survival analysis and differential expression analysis for ncRNAs. In summary, ncFO offers a user-friendly platform to search and predict ferroptosis-associated ncRNAs, which might facilitate research on ferroptosis and discover potential targets for cancer treatment. ncFO can be accessed at http://www.jianglab.cn/ncFO/. <<<
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20.
小年 (2022-09-30 20:36):
#paper doi: 10.3389/fimmu.2021.687975. eCollection 2021. IOBR: Multi-Omics Immuno-Oncology Biological Research to Decode Tumor Microenvironment and Signatures. Front Immunol. 2021. 随着当前免疫疗法和大数据时代的发展,在复杂的多组学数据集中识别新的生物标志物和筛选特征以指导调整治疗策略已成为免疫肿瘤学的焦点。 这篇文章中开发的IOBR包,旨在一站式完成肿瘤多组学数据的免疫学研究,揭示肿瘤微环境和临床特征的关系。包括四个主要的分析模块:特征和TME反卷积模块(the signature and TME deconvolution module)、表型模块(the phenotype module)、突变模块(the mutation module)和模型构建模块(the model construction module),可以有效和系统地分析肿瘤免疫学、临床、基因组学和scRNA-seq数据。集成了8种已发表的用于定量肿瘤微环境(TME)的算法: CIBERSORT, TIMER, xCell, MCPcounter, ESITMATE, EPIC, IPS, quanTIseq,值得注意的是,IOBR收集并使用多种方法进行变量转换、生存分析、特征选择和统计分析,并且支持批量分析和相应结果的可视化。总体而言,基因组和转录组学数据的整合可能会更新和加深我们对肿瘤进展的理解,并通过联合考虑基因组、代谢和TME谱之间的串扰来提供治疗见解。
Abstract:
Recent advances in next-generation sequencing (NGS) technologies have triggered the rapid accumulation of publicly available multi-omics datasets. The application of integrated omics to explore robust signatures for clinical translation is … >>>
Recent advances in next-generation sequencing (NGS) technologies have triggered the rapid accumulation of publicly available multi-omics datasets. The application of integrated omics to explore robust signatures for clinical translation is increasingly emphasized, and this is attributed to the clinical success of immune checkpoint blockades in diverse malignancies. However, effective tools for comprehensively interpreting multi-omics data are still warranted to provide increased granularity into the intrinsic mechanism of oncogenesis and immunotherapeutic sensitivity. Therefore, we developed a computational tool for effective Immuno-Oncology Biological Research (IOBR), providing a comprehensive investigation of the estimation of reported or user-built signatures, TME deconvolution, and signature construction based on multi-omics data. Notably, IOBR offers batch analyses of these signatures and their correlations with clinical phenotypes, long non-coding RNA (lncRNA) profiling, genomic characteristics, and signatures generated from single-cell RNA sequencing (scRNA-seq) data in different cancer settings. Additionally, IOBR integrates multiple existing microenvironmental deconvolution methodologies and signature construction tools for convenient comparison and selection. Collectively, IOBR is a user-friendly tool for leveraging multi-omics data to facilitate immuno-oncology exploration and to unveil tumor-immune interactions and accelerating precision immunotherapy. <<<
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