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LINE-1 retrotransposons mediate cis-acting transcriptional control in human pluripotent stem cells and regulate early brain development. LINE-1逆转录转座子介导人类多能干细胞的顺式转录控制并调节早期大脑发育。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2025-10-08 Epub Date: 2025-08-22 DOI: 10.1016/j.xgen.2025.100979
Anita Adami, Raquel Garza, Patricia Gerdes, Pia A Johansson, Fereshteh Dorazehi, Symela Koutounidou, Laura Castilla-Vallmanya, Diahann A M Atacho, Yogita Sharma, Jenny G Johansson, Oliver Tam, Agnete Kirkeby, Roger A Barker, Molly Gale Hammell, Christopher H Douse, Johan Jakobsson

Long interspersed nuclear element 1 (L1) retrotransposons represent a vast source of genetic variability. However, mechanistic analysis of whether and how L1s contribute to human developmental programs is lacking, in part due to the challenges associated with specific profiling and manipulation of human L1 expression. Here, we show that thousands of hominoid-specific L1 integrants are expressed in human induced pluripotent stem cells and cerebral organoids. The activity levels of individual L1 promoters vary widely and correlate with an active epigenetic state. Efficient on-target CRISPR interference (CRISPRi) silencing of L1s revealed nearly a hundred co-opted L1-derived chimeric transcripts, and L1 silencing resulted in changes in neural differentiation programs and reduced cerebral organoid size. Together, these data implicate L1s and L1-derived transcripts in hominoid-specific CNS developmental processes.

长散布的核元件1 (L1)反转录转座子代表了遗传变异的巨大来源。然而,缺乏关于L1是否以及如何促进人类发育程序的机制分析,部分原因是与人类L1表达的特定分析和操纵相关的挑战。在这里,我们发现数千种类人猿特异性L1整合物在人类诱导多能干细胞和脑类器官中表达。单个L1启动子的活性水平变化很大,并与活跃的表观遗传状态相关。有效的靶向CRISPR干扰(CRISPRi)沉默L1s揭示了近100个增选L1衍生的嵌合转录物,L1沉默导致神经分化程序的改变和脑类器官大小的减小。总之,这些数据暗示了l1和l1衍生转录物在类人猿特异性中枢神经系统发育过程中的作用。
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引用次数: 0
Structural variation, selection, and diversification of the NPIP gene family from the human pangenome. 人类泛基因组NPIP基因家族的结构变异、选择和多样化。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2025-10-08 Epub Date: 2025-08-22 DOI: 10.1016/j.xgen.2025.100977
Philip C Dishuck, Katherine M Munson, Alexandra P Lewis, Max L Dougherty, Jason G Underwood, William T Harvey, PingHsun Hsieh, Tomi Pastinen, Evan E Eichler

The NPIP gene family is among the most positively selected gene families in humans/apes and drives independent duplication in primate lineages. These duplications promote genetic instability, leading to recurrent disease-associated microduplication and microdeletion syndromes. Despite its importance, little is known about its function or variation in humans, as short-read sequencing cannot distinguish high-identity duplications. Using long-read assemblies of 169 human haplotypes, we find extreme variation in the content and organization of NPIP loci. We identify fixed and polymorphic paralogs and observe ongoing positive selection. With long-read RNA sequencing (RNA-seq), we create paralog-specific gene models, the majority of which were not previously documented, and observe paralog-specific tissue specificity. This analysis of an exceptionally dynamic gene family provides candidates for future functional study.

NPIP基因家族是人类/类人猿中最积极选择的基因家族之一,并在灵长类谱系中驱动独立复制。这些重复促进遗传不稳定,导致复发性疾病相关的微重复和微缺失综合征。尽管它很重要,但人们对它在人类中的功能或变异知之甚少,因为短读测序无法区分高身份的重复。利用169个人类单倍型的长读序列,我们发现NPIP位点的内容和组织存在极大的差异。我们确定固定的和多态的类似物,并观察持续的积极选择。通过长读RNA测序(RNA-seq),我们创建了旁系特异性基因模型,其中大多数以前没有记录过,并观察了旁系特异性组织特异性。这种异常动态基因家族的分析为未来的功能研究提供了候选基因。
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引用次数: 0
The genomic history of East Asian Middle Neolithic millet- and rice-agricultural populations. 东亚新石器时代中期谷子和水稻农业人口的基因组史。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2025-10-08 Epub Date: 2025-08-19 DOI: 10.1016/j.xgen.2025.100976
Jianxue Xiong, Yu Xu, Guoke Chen, Liping Yang, Yawei Zhou, Yiling Pan, Zhiyou Wang, Jiujiang Bai, Baoshuai Zhang, Guanghui Dong, Jingrong Pei, Xiaomin Yang, Liang Chen, Ningwu Kang, Yangyang Wu, Bangyan Wang, Kongyang Zhu, Panxin Du, Xiaolong Li, Hetong Wen, Xiaolin Ma, Tianyou Bai, Wanfa Gu, Yu Ye, Qian Wu, Xin Chang, Jingze Tan, Lei Gao, Dong Ge, Bicheng Li, Yishi Yang, Weiwei Feng, Yini Yang, Pengfei Sheng, Hailiang Meng, Rui Wang, Jiajing Zheng, Xin Jia, Li Jin, Chuan-Chao Wang, Shaoqing Wen

The Yellow and Yangtze river basins in China are among the world's oldest independent agricultural centers, known for the domestication of millet and rice, respectively, yet their genetic history is poorly understood. Here, we present genome-wide data from 74 Middle Neolithic genetic samples from these regions, showing marked genetic differentiation but bidirectional gene flow, supporting a demic diffusion model of mixed farming. Yellow River populations exhibit distinct genetic substructures resulting from interactions with surrounding groups during the mid-Neolithic expansion of millet agriculture. Upper Yellow River populations are genetically linked to Tibetan Plateau populations and possess the earliest adaptive EPAS1 haplotype (∼5,800 BP) among modern humans. Meanwhile, Yangtze River rice farmers show genetic affinity with Neolithic to present-day southeast coastal China and Austronesian populations, tracing the origins of proto-Austronesians farther north to the Yangtze River. These findings offer new insights into the impact of mid-Neolithic agricultural expansion on human genetic history.

中国的黄河流域和长江流域是世界上最古老的独立农业中心之一,分别以小米和水稻的驯化而闻名,但人们对它们的遗传历史知之甚少。在这里,我们展示了来自这些地区的74个新石器时代中期遗传样本的全基因组数据,显示出明显的遗传分化,但双向基因流动,支持混合农业的学术扩散模型。黄河种群表现出独特的遗传亚结构,这是新石器时代中期谷子农业扩张期间与周围群体相互作用的结果。与此同时,长江流域稻农与新石器时代到今天的中国东南沿海地区和南岛人群体表现出遗传亲缘关系,将原南岛人的起源追溯到长江以北更远的地方。这些发现为新石器时代中期农业扩张对人类遗传历史的影响提供了新的见解。
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引用次数: 0
Urine cf-nucleosomes: A non-invasive window into human physiology and disease. 尿cf核小体:研究人体生理和疾病的非侵入性窗口。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2025-10-08 Epub Date: 2025-08-14 DOI: 10.1016/j.xgen.2025.100974
Matan Lotem, Israa Sharkia, Batia Azria, Esther Harpenas, Maayan Ormianer, Hadar Rosen, Tal Falick-Michaeli, Nir Friedman

Urine contains fragments of cell-free DNA (cfDNA) that offer molecular insights into processes within the urinary system and the body. It remains unclear whether these fragments exist as chromatin and retain chromatin modifications from their cells of origin. Here, we employ cell-free chromatin immunoprecipitation followed by sequencing (cfChIP-seq) on human urine to address this issue. We show that cf-nucleosomes can be captured from urine and preserve histone modifications associated with gene activation and repression. Analysis in healthy individuals reveals distinct tissue contributions to urine cf-nucleosomes, including a kidney-derived population not detected in matched exfoliated cells or plasma. This suggests that kidney filtration largely excludes plasma cf-nucleosomes. In patients with bladder cancer, urine cf-nucleosomes reflect tumor-associated transcriptional programs and immune responses. These findings highlight the utility of urine cf-nucleosomes as accessible, non-invasive biomarkers for studying renal physiology and monitoring urinary pathologies.

尿液中含有无细胞DNA (cfDNA)片段,这些片段提供了对泌尿系统和身体内部过程的分子见解。目前尚不清楚这些片段是否作为染色质存在并保留来自其起源细胞的染色质修饰。在这里,我们采用无细胞染色质免疫沉淀,然后对人类尿液进行测序(cfChIP-seq)来解决这个问题。我们发现cf核小体可以从尿液中捕获,并保留与基因激活和抑制相关的组蛋白修饰。对健康个体的分析揭示了尿中cf核小体的不同组织贡献,包括在匹配的脱落细胞或血浆中未检测到的肾源性群体。这表明肾脏滤过在很大程度上排除了血浆cf核小体。在膀胱癌患者中,尿cf核小体反映了肿瘤相关的转录程序和免疫反应。这些发现强调了尿液cf核小体作为研究肾脏生理和监测泌尿病理的可获得的、非侵入性的生物标志物的效用。
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引用次数: 0
Whole-genome sequencing reveals rare and structural variants contributing to psoriasis and identifies CERCAM as a risk gene. 全基因组测序揭示了导致牛皮癣的罕见和结构变异,并将CERCAM确定为风险基因。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2025-10-08 Epub Date: 2025-08-22 DOI: 10.1016/j.xgen.2025.100978
Kyuto Sonehara, Rei Watanabe, Yutaka Matsumura, Yuichi Mitsui, Yosuke Ogawa, Kaori Odomari, Saori Sakaue, Shinichi Namba, Mariko Komuro, Mio Edamoto, Junya Watanabe, Tomomitsu Hirota, Noriko Arase, Yuumi Nakamura, Kimiko Nakajima, Takashi Okamoto, Rika Nishikawa, Kenichi Yamamoto, Ken Suzuki, Toshihiro Kishikawa, Ryuya Edahiro, Yuya Shirai, Tatsuhiko Naito, Noah Sasa, Yosuke Ishitsuka, Junichi Furuta, Kayo Kunimoto, Ikko Kajihara, Satoshi Fukushima, Hideaki Miyachi, Hiroyuki Matsue, Masahiro Kamata, Mami Momose, Ippei Miyagawa, Hiroaki Tanaka, Masanobu Ueno, Toshinori Bito, Hiroshi Nagai, Tetsuya Ikeda, Tatsuya Horikawa, Atsuko Adachi, Tsukasa Matsubara, Emi Nishida, Koichi Matsuda, Nobuhiro Shojima, Ikuma Nakagawa, Yoshihide Asano, Shinichi Sato, Shinichi Imafuku, Yayoi Tada, Chikako Nishigori, Masatoshi Jinnin, Hironobu Ihn, Akihiko Asahina, Hidehisa Saeki, Toshimasa Yamauchi, Takashi Kadowaki, Tatsuyoshi Kawamura, Shinji Shimada, Ichiro Katayama, Koichiro Higasa, Emiko Noguchi, Shigetoshi Sano, Yoshiya Tanaka, Fumihiko Matsuda, Atsushi Kumanogoh, Mayumi Tamari, Takashi Satoh, Manabu Fujimoto, Akimichi Morita, Yukinori Okada

Psoriasis vulgaris (PsV) is an immune-mediated inflammatory skin disorder with complex genetic architecture. Most genome-wide association studies (GWASs) of PsV have been limited to analyzing common single-nucleotide variants in Europeans, lacking diversity in the variant spectrum and ancestral background. To investigate the contribution of rare variants (RVs) and structural variants (SVs), we perform a whole-genome sequencing study involving 1,415 PsV cases and 3,968 controls in Japanese. A GWAS signal at IFNLR1 is fine-mapped to a 3.3-kb deletion SV disrupting an epithelium-specific putative enhancer, which is validated by PacBio long-read sequencing. Gene-based RV analyses identify two susceptibility genes: IFIH1 (p = 9.8 × 10-6) and CERCAM (p = 4.1 × 10-7). Notably, IL36RN, a causative gene for generalized pustular psoriasis, a rare and lethal multi-systemic inflammatory disorder, is associated with common PsV (p = 1.2 × 10-4). Finally, Cercam knockout (Cercam-/-) in an imiquimod-induced psoriasis mouse model aggravates dermatitis with elevated T cell retention in the subepidermis. Our study elucidates the overlooked genetic basis of PsV.

寻常型银屑病(PsV)是一种具有复杂遗传结构的免疫介导的炎症性皮肤病。大多数PsV全基因组关联研究(GWASs)仅限于分析欧洲人常见的单核苷酸变异,缺乏变异谱和祖先背景的多样性。为了研究罕见变异(RVs)和结构变异(SVs)的贡献,我们对日本的1,415例PsV病例和3,968例对照进行了全基因组测序研究。IFNLR1上的GWAS信号被精细定位到一个3.3 kb的缺失SV上,该缺失SV破坏了一个上皮特异性的假定增强子,PacBio长读测序证实了这一点。基于基因的RV分析确定了两个易感基因:IFIH1 (p = 9.8 × 10-6)和CERCAM (p = 4.1 × 10-7)。值得注意的是,IL36RN是全身性脓疱性银屑病(一种罕见且致命的多系统炎症性疾病)的致病基因,与常见的PsV相关(p = 1.2 × 10-4)。最后,在吡喹莫德诱导的银屑病小鼠模型中,Cercam基因敲除(Cercam-/-)会加重皮炎,皮下T细胞潴留升高。我们的研究阐明了PsV被忽视的遗传基础。
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引用次数: 0
The CST complex mediates a post-resection non-homologous end joining repair pathway and promotes local deletions in Saccharomyces cerevisiae. CST复合物介导切除后非同源末端连接修复途径,并促进酿酒酵母的局部缺失。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2025-10-08 Epub Date: 2025-07-16 DOI: 10.1016/j.xgen.2025.100947
Oana Ilioaia, Liébaut Dudragne, Clémentine Brocas, Léa Meneu, Romain Koszul, Karine Dubrana, Zhou Xu

The repair of a DNA double-strand break (DSB) by non-homologous end joining (NHEJ) generally leaves an intact or minimally modified sequence. Resection exposes single-stranded DNA and directs repair toward homology-dependent pathways and away from NHEJ. Here, we report that in Saccharomyces cerevisiae, the Cdc13/Stn1/Ten1 (CST) complex, characterized for its telomeric functions, acts after resection initiation to mediate a back-up NHEJ repair. We found a CST-specific mutation signature after repair characterized by deletions of 5-85 bp that were mostly dependent on NHEJ, with a subset dependent on microhomology-mediated end joining (MMEJ). The interaction between CST and Polα-primase is critical for these intermediate-size deletions, suggesting a role for fill-in synthesis, thus limiting extensive resection, which would otherwise lead to MMEJ-dependent deletions of several kilobases. Collectively, these results depict a complex picture of repair pathway choice where CST facilitates post-resection NHEJ repair, promoting local deletions but guarding against larger and potentially more deleterious deletions and rearrangements.

通过非同源末端连接(NHEJ)修复DNA双链断裂(DSB)通常会留下一个完整或最小修饰的序列。切除暴露单链DNA,并将修复导向同源依赖途径,远离NHEJ。在这里,我们报道了在酿酒酵母中,Cdc13/Stn1/Ten1 (CST)复合物,以其端粒功能为特征,在切除起始后介导备用NHEJ修复。我们发现修复后的cst特异性突变特征为5-85 bp的缺失,主要依赖于NHEJ,其中一小部分依赖于微同源介导的末端连接(MMEJ)。CST和pol α-引物酶之间的相互作用对于这些中等大小的缺失是至关重要的,这表明CST和pol α-引物酶之间存在填补合成的作用,从而限制了广泛的切除,否则会导致数千个碱基的mmej依赖性缺失。总的来说,这些结果描绘了修复途径选择的复杂图景,其中CST促进了切除后NHEJ的修复,促进了局部缺失,但防止了更大的和潜在更有害的缺失和重排。
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引用次数: 0
The circulating cell-free DNA landscape in sepsis is dominated by impaired liver clearance. 脓毒症中循环无细胞DNA景观主要由肝脏清除受损引起。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2025-10-08 Epub Date: 2025-08-11 DOI: 10.1016/j.xgen.2025.100971
Kiki Cano-Gamez, Patrick Maclean, Masato Inoue, Sakineh Hussainy, Elisabeth Foss, Chloe Wainwright, Hanyu Qin, Stuart McKechnie, Chun-Xiao Song, Julian C Knight

Circulating cell-free DNA (cfDNA) is a promising molecular biomarker, but its role in severe infection is unclear. Here, we profile cfDNA from sepsis patients and controls, demonstrating a 41-fold increase during disease. Methylation-based deconvolution revealed similar cfDNA compositions in the two groups, suggesting that cfDNA accumulation during disease is due not to excess cell death but to impaired hepatic clearance. Fragmentation and end-motif patterns both support this hypothesis, suggesting prolonged exposure of cfDNA to circulating nucleases. In addition, we show that cfDNA retains nucleosome footprints informative of gene activity. By developing a novel method to quantify these footprints and integrate them with single-cell data, we report an increase in cfDNA from Kupffer cells and liver parenchyma in patients with liver dysfunction. Finally, we show that cfDNA contains pathogen-derived material, highlighting its diagnostic potential. This high-throughput, multimodal study provides a reference for understanding cfDNA's role in sepsis and critical illness.

循环无细胞DNA (cfDNA)是一种很有前途的分子生物标志物,但其在严重感染中的作用尚不清楚。在这里,我们分析了脓毒症患者和对照组的cfDNA,显示疾病期间cfDNA增加了41倍。基于甲基化的反褶积显示,在两组中cfDNA组成相似,这表明疾病期间cfDNA的积累不是由于细胞过度死亡,而是由于肝脏清除受损。片段化和末端基序模式都支持这一假设,表明cfDNA长期暴露于循环核酸酶。此外,我们发现cfDNA保留了核小体足迹,提供了基因活性的信息。通过开发一种量化这些足迹并将其与单细胞数据整合的新方法,我们报告了肝功能障碍患者库普弗细胞和肝组织中cfDNA的增加。最后,我们发现cfDNA含有病原体来源的物质,突出了其诊断潜力。这项高通量、多模式的研究为了解cfDNA在败血症和危重疾病中的作用提供了参考。
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引用次数: 0
Single-cell analysis of Barrett's esophagus and carcinoma reveals cell types conferring risk via genetic predisposition. 巴雷特食管和癌的单细胞分析揭示了通过遗传易感性赋予风险的细胞类型。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2025-10-08 Epub Date: 2025-09-08 DOI: 10.1016/j.xgen.2025.100980
Marten C Wenzel, Pouria Dasmeh, Patrick S Plum, Ann-Sophie Giel, Sascha Hoppe, Marek Franitza, Christoph Jonas, René Thieme, Yue Zhao, Dominik Heider, Claire Palles, Rebecca Claire Fitzgerald, Christiane J Bruns, Reinhard Buettner, Alexander Quaas, Ines Gockel, Carlo Maj, Seung-Hun Chon, Johannes Schumacher, Axel M Hillmer

Inherited genetic variants contribute to Barrett's esophagus (BE) and esophageal adenocarcinoma (EAC), but it is unknown which cell types are involved in this process. We performed single-cell RNA sequencing of BE, EAC, and paired normal tissues and integrated genome-wide association data to determine cell-type-specific genetic risk and cellular processes that contribute to BE and EAC. The analysis reveals that EAC development is driven to a greater extent by local cellular processes than BE development and suggests that one cell type of BE origin (intestinal metaplasia cells) and cellular processes that control the differentiation of columnar cells are of particular relevance for EAC development. Specific subtypes of fibroblasts and endothelial cells likely contribute to BE and EAC development, while dendritic cells and CD4+ memory T cells seem to contribute to BE development. The diagnostic value of markers characterizing the cell types and cellular processes should be explored for EAC prediction.

遗传变异会导致巴雷特食管(BE)和食管腺癌(EAC),但目前尚不清楚哪种细胞类型参与了这一过程。我们对BE、EAC和配对的正常组织进行了单细胞RNA测序,并整合了全基因组关联数据,以确定导致BE和EAC的细胞类型特异性遗传风险和细胞过程。分析表明,EAC的发展在更大程度上受局部细胞过程的驱动,而不是BE的发展,并表明BE起源的一种细胞类型(肠化生细胞)和控制柱状细胞分化的细胞过程与EAC的发展特别相关。特定亚型的成纤维细胞和内皮细胞可能有助于BE和EAC的发展,而树突状细胞和CD4+记忆T细胞似乎有助于BE的发展。对于EAC的预测,应探讨表征细胞类型和细胞过程的标志物的诊断价值。
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引用次数: 0
Sensitive dissection of a genomic regulatory landscape using bulk and targeted single-cell activation. 使用散装和靶向单细胞激活的基因组调控景观的敏感解剖。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2025-10-08 Epub Date: 2025-09-09 DOI: 10.1016/j.xgen.2025.100984
Dubravka Vučićević, Che-Wei Hsu, Lorena Sofia Lopez Zepeda, Martin Burkert, Antje Hirsekorn, Ilija Bilić, Nicolai Kastelić, Markus Landthaler, Scott Allen Lacadie, Uwe Ohler

Enhancers are known to spatiotemporally regulate gene transcription, yet the identification of enhancers and their target genes is often indirect, low resolution, and/or assumptive. To identify and functionally perturb enhancers at their endogenous sites, we performed a pooled tiling CRISPR activation (CRISPRa) screen surrounding PHOX2B, a master regulator of neuronal cell fate and a key player in neuroblastoma, and found many CRISPRa-responsive elements (CaREs) that alter cellular growth. To determine CaRE target genes, we developed TESLA-seq (targeted single-cell activation), which combines CRISPRa screening with targeted single-cell RNA sequencing and enables the parallel readout of the effect of hundreds of enhancers on all genes in the locus. While most TESLA-revealed CaRE-gene relationships involved neuroblastoma-related regulatory elements, we found many CaREs and target connections normally active only in other tissues. This highlights the power of TESLA-seq to reveal gene regulatory networks, including edges active outside of a given experimental system.

众所周知,增强子在时空上调控基因转录,但对增强子及其靶基因的鉴定往往是间接的、低分辨率的和/或假设的。为了在其内源性位点识别和功能干扰增强子,我们对PHOX2B(神经元细胞命运的主要调节因子和神经母细胞瘤的关键参与者)进行了池铺CRISPR激活(CRISPRa)筛选,并发现了许多改变细胞生长的CRISPR响应元件(CaREs)。为了确定CaRE靶基因,我们开发了TESLA-seq(靶向单细胞激活),将CRISPRa筛选与靶向单细胞RNA测序相结合,可以并行读取数百个增强子对位点上所有基因的影响。虽然大多数tesla揭示的care -基因关系涉及神经母细胞瘤相关的调控元件,但我们发现许多care和靶标连接通常仅在其他组织中活跃。这突出了TESLA-seq揭示基因调控网络的能力,包括在给定实验系统之外活跃的边缘。
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引用次数: 0
Galaxy single-cell & spatial omics community update: Navigating new frontiers in 2025. 星系单细胞和空间组学社区更新:2025年导航新领域。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2025-10-08 Epub Date: 2025-09-25 DOI: 10.1016/j.xgen.2025.101005
Marisa Loach, Amirhossein Naghsh Nilchi, Diana Chiang, Morgan Howells, Florian Heyl, Helena Rasche, Julia Jakiela, Mehmet Tekman, Menna Gamal, Pablo Moreno, Saskia Hiltemann, Timon Schlegel, Björn Grüning, Rolf Backofen, Pavankumar Videm, Wendi Bacon

Single-cell omics, named Method of the Year three times, have revolutionized biological research by enabling the high-resolution exploration of cellular heterogeneity and molecular processes. Initially centered on transcriptomics, this rapidly evolving field now ranges from multiomics to spatial analysis, with expanding customization options. The ubiquity of such analyses and the lack of a unified pipeline necessitate the development of scalable, flexible, and integrated tools and workflows. The Galaxy platform has responded to these technological advancements, extending its repertoire of freely accessible tools and workflows, backed by expert-reviewed and user-informed training resources to empower researchers to perform and interpret their own analyses. With more than 175 tools, 120 training resources, and 300,000 jobs running at the time of writing, this process has culminated in the development of Galaxy single-cell and spatial omics community (SPOC), designed to promote global collaboration in advancing usable, reproducible, accessible, and sustainable single-cell and spatial omics research.

单细胞组学曾三次被评为年度最佳方法,它通过对细胞异质性和分子过程的高分辨率探索,彻底改变了生物学研究。最初以转录组学为中心,这个快速发展的领域现在从多组学到空间分析,并扩展了定制选项。这种分析的普遍性和统一管道的缺乏使得开发可伸缩的、灵活的和集成的工具和工作流成为必要。Galaxy平台对这些技术进步做出了回应,扩展了其免费访问的工具和工作流程,并以专家评审和用户知情的培训资源为后盾,使研究人员能够执行和解释他们自己的分析。在撰写本文时,有超过175个工具,120个培训资源和30万个工作正在运行,这一过程最终促成了银河单细胞和空间组学社区(SPOC)的发展,旨在促进全球合作,推进可用,可重复,可访问和可持续的单细胞和空间组学研究。
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引用次数: 0
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Cell genomics
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