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Long-read sequencing and genome assembly of natural history collection samples and challenging specimens 自然历史标本和挑战性标本的长读测序和基因组组装
IF 12.3 1区 生物学
Genome Biology Pub Date : 2025-02-10 DOI: 10.1186/s13059-025-03487-9
Bernhard Bein, Ioannis Chrysostomakis, Larissa S. Arantes, Tom Brown, Charlotte Gerheim, Tilman Schell, Clément Schneider, Evgeny Leushkin, Zeyuan Chen, Julia Sigwart, Vanessa Gonzalez, Nur Leena W. S. Wong, Fabricio R. Santos, Mozes P. K. Blom, Frieder Mayer, Camila J. Mazzoni, Astrid Böhne, Sylke Winkler, Carola Greve, Michael Hiller
{"title":"Long-read sequencing and genome assembly of natural history collection samples and challenging specimens","authors":"Bernhard Bein, Ioannis Chrysostomakis, Larissa S. Arantes, Tom Brown, Charlotte Gerheim, Tilman Schell, Clément Schneider, Evgeny Leushkin, Zeyuan Chen, Julia Sigwart, Vanessa Gonzalez, Nur Leena W. S. Wong, Fabricio R. Santos, Mozes P. K. Blom, Frieder Mayer, Camila J. Mazzoni, Astrid Böhne, Sylke Winkler, Carola Greve, Michael Hiller","doi":"10.1186/s13059-025-03487-9","DOIUrl":"https://doi.org/10.1186/s13059-025-03487-9","url":null,"abstract":"Museum collections harbor millions of samples, largely unutilized for long-read sequencing. Here, we use ethanol-preserved samples containing kilobase-sized DNA to show that amplification-free protocols can yield contiguous genome assemblies. Additionally, using a modified amplification-based protocol, employing an alternative polymerase to overcome PCR bias, we assemble the 3.1 Gb maned sloth genome, surpassing the previous 500 Mb protocol size limit. Our protocol also improves assemblies of other difficult-to-sequence molluscs and arthropods, including millimeter-sized organisms. By highlighting collections as valuable sample resources and facilitating genome assembly of tiny and challenging organisms, our study advances efforts to obtain reference genomes of all eukaryotes.\u0000","PeriodicalId":12611,"journal":{"name":"Genome Biology","volume":"12 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2025-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143375332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SpatialLeiden: spatially aware Leiden clustering SpatialLeiden:空间感知莱顿集群
IF 12.3 1区 生物学
Genome Biology Pub Date : 2025-02-07 DOI: 10.1186/s13059-025-03489-7
Niklas Müller-Bötticher, Shashwat Sahay, Roland Eils, Naveed Ishaque
{"title":"SpatialLeiden: spatially aware Leiden clustering","authors":"Niklas Müller-Bötticher, Shashwat Sahay, Roland Eils, Naveed Ishaque","doi":"10.1186/s13059-025-03489-7","DOIUrl":"https://doi.org/10.1186/s13059-025-03489-7","url":null,"abstract":"Clustering can identify the natural structure that is inherent to measured data. For single-cell omics, clustering finds cells with similar molecular phenotype after which cell types are annotated. Leiden clustering is one of the algorithms of choice in the single-cell community. In the field of spatial omics, Leiden is often categorized as a “non-spatial” clustering method. However, we show that by integrating spatial information at various steps Leiden clustering is rendered into a computationally highly performant, spatially aware clustering method that compares well with state-of-the art spatial clustering algorithms.","PeriodicalId":12611,"journal":{"name":"Genome Biology","volume":"64 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2025-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143258097","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CENP-A/CENP-B uncoupling in the evolutionary reshuffling of centromeres in equids 马科动物着丝粒进化重组中的CENP-A/CENP-B解耦
IF 12.3 1区 生物学
Genome Biology Pub Date : 2025-02-06 DOI: 10.1186/s13059-025-03490-0
Eleonora Cappelletti, Francesca M. Piras, Marialaura Biundo, Elena Raimondi, Solomon G. Nergadze, Elena Giulotto
{"title":"CENP-A/CENP-B uncoupling in the evolutionary reshuffling of centromeres in equids","authors":"Eleonora Cappelletti, Francesca M. Piras, Marialaura Biundo, Elena Raimondi, Solomon G. Nergadze, Elena Giulotto","doi":"10.1186/s13059-025-03490-0","DOIUrl":"https://doi.org/10.1186/s13059-025-03490-0","url":null,"abstract":"While CENP-A is the epigenetic determinant of the centromeric function, the role of CENP-B, a centromeric protein binding a specific DNA sequence, the CENP-B-box, remains elusive. In the few mammalian species analyzed so far, the CENP-B box is contained in the major satellite repeat that is present at all centromeres, with the exception of the Y chromosome. We previously demonstrated that, in the genus Equus, numerous centromeres lack any satellite repeat. In four Equus species, CENP-B is expressed but does not bind the majority of satellite-based centromeres, or the satellite-free ones, while it is localized at several ancestral, now-inactive, centromeres. Centromeres lacking CENP-B are functional and recruit normal amounts of CENP-A and CENP-C. The absence of CENP-B is related to the lack of CENP-B boxes rather than to peculiar features of the protein itself. CENP-B boxes are present in a previously undescribed repeat which is not the major satellite bound by CENP-A. Comparative sequence analysis suggests that this satellite was centromeric in the equid ancestor, lost centromeric function during evolution, and gave rise to a shorter CENP-A bound repeat not containing the CENP-B box but enriched in dyad symmetries. We propose that the uncoupling between CENP-B and CENP-A may have played a role in the extensive evolutionary reshuffling of equid centromeres. This study provides new insights into the complexity of centromere organization in a largely biodiverse world where the majority of mammalian species still have to be studied.","PeriodicalId":12611,"journal":{"name":"Genome Biology","volume":"63 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143192102","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SETD2 loss-of-function uniquely sensitizes cells to epigenetic targeting of NSD1-directed H3K36 methylation SETD2功能丧失独特地使细胞对nsd1定向的H3K36甲基化的表观遗传靶向敏感
IF 12.3 1区 生物学
Genome Biology Pub Date : 2025-02-05 DOI: 10.1186/s13059-025-03483-z
Ryan T. Wagner, Ryan A. Hlady, Xiaoyu Pan, Liguo Wang, Sungho Kim, Xia Zhao, Louis Y. El Khoury, Shafiq Shaikh, Jian Zhong, Jeong-Heon Lee, Jolanta Grembecka, Tomasz Cierpicki, Thai H. Ho, Keith D. Robertson
{"title":"SETD2 loss-of-function uniquely sensitizes cells to epigenetic targeting of NSD1-directed H3K36 methylation","authors":"Ryan T. Wagner, Ryan A. Hlady, Xiaoyu Pan, Liguo Wang, Sungho Kim, Xia Zhao, Louis Y. El Khoury, Shafiq Shaikh, Jian Zhong, Jeong-Heon Lee, Jolanta Grembecka, Tomasz Cierpicki, Thai H. Ho, Keith D. Robertson","doi":"10.1186/s13059-025-03483-z","DOIUrl":"https://doi.org/10.1186/s13059-025-03483-z","url":null,"abstract":"SETD2 is the sole epigenetic factor responsible for catalyzing histone 3, lysine 36, tri-methylation (H3K36me3) in mammals. Its role in regulating cellular processes such as RNA splicing, DNA repair, and spurious transcription initiation underlies its broader tumor suppressor function. SETD2 mutation promotes the epithelial-mesenchymal transition and is clinically associated with adverse outcomes highlighting a therapeutic need to develop targeted therapies against this dangerous mutation. We employ an unbiased genome-wide synthetic lethal screen, which identifies another H3K36me writer, NSD1, as a synthetic lethal modifier in SETD2-mutant cells. Confirmation of this synthetic lethal interaction is performed in isogenic clear cell renal cell carcinoma and immortalized renal epithelial cell lines, in mouse and human backgrounds. Depletion of NSD1 using a CRISPRi targeting approach promotes the loss of SETD2-mutant cells coincident with elevated levels of DNA damage and apoptosis. Surprisingly, only suppression of NSD1, but not related H3K36-methyltransferases, promotes synthetic lethality in these models. Mapping of genomic H3K36me2 targeting by NSD1 and NSD2 individually highlights the independent functions of these epigenetic writers. Furthermore, as a proof-of-principle, we demonstrate the therapeutic feasibility of targeting this synthetic lethal interaction by recapitulating the phenotype using BT5, a first-in-class pharmacologic inhibitor against NSD1. These findings unify genome-wide screening approaches with the latest genetic and pharmacologic modeling methodologies to reveal an entirely novel epigenetic approach to individualize therapies against a challenging loss-of-function SETD2 mutation in cancer.","PeriodicalId":12611,"journal":{"name":"Genome Biology","volume":"25 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2025-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143125111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MAAT: a new nonparametric Bayesian framework for incorporating multiple functional annotations in transcriptome-wide association studies MAAT:一个新的非参数贝叶斯框架,用于在转录组全关联研究中纳入多个功能注释
IF 12.3 1区 生物学
Genome Biology Pub Date : 2025-02-04 DOI: 10.1186/s13059-025-03485-x
Han Wang, Xiang Li, Teng Li, Zhe Li, Pak Chung Sham, Yan Dora Zhang
{"title":"MAAT: a new nonparametric Bayesian framework for incorporating multiple functional annotations in transcriptome-wide association studies","authors":"Han Wang, Xiang Li, Teng Li, Zhe Li, Pak Chung Sham, Yan Dora Zhang","doi":"10.1186/s13059-025-03485-x","DOIUrl":"https://doi.org/10.1186/s13059-025-03485-x","url":null,"abstract":"Transcriptome-wide association study (TWAS) has emerged as a powerful tool for translating the myriad variations identified by genome-wide association studies (GWAS) into regulated genes in the post-GWAS era. While integrating annotation information has been shown to enhance power, current annotation-assisted TWAS tools predominantly focus on epigenomic annotations. When including more annotations, the assumption of a positive correlation between annotation scores and SNPs’ effect sizes, as adopted by current methods, often falls short. Here, we propose MAAT expanding the horizons of existing TWAS studies, generating a new model incorporating multiple annotations into TWAS and a new metric indicating the most important annotation.","PeriodicalId":12611,"journal":{"name":"Genome Biology","volume":"24 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2025-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143083379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Engineering a bacterial toxin deaminase from the DYW-family into a novel cytosine base editor for plants and mammalian cells 将dyw家族的细菌毒素脱氨酶改造成植物和哺乳动物细胞的新型胞嘧啶碱基编辑器
IF 12.3 1区 生物学
Genome Biology Pub Date : 2025-02-03 DOI: 10.1186/s13059-025-03478-w
Dingbo Zhang, Fiona Parth, Laura Matos da Silva, Teng-Cheong Ha, Axel Schambach, Jens Boch
{"title":"Engineering a bacterial toxin deaminase from the DYW-family into a novel cytosine base editor for plants and mammalian cells","authors":"Dingbo Zhang, Fiona Parth, Laura Matos da Silva, Teng-Cheong Ha, Axel Schambach, Jens Boch","doi":"10.1186/s13059-025-03478-w","DOIUrl":"https://doi.org/10.1186/s13059-025-03478-w","url":null,"abstract":"Base editors are precise editing tools that employ deaminases to modify target DNA bases. The DYW-family of cytosine deaminases is structurally and phylogenetically distinct and might be harnessed for genome editing tools. We report a novel CRISPR/Cas9-cytosine base editor using SsdA, a DYW-like deaminase and bacterial toxin. A G103S mutation in SsdA enhances C-to-T editing efficiency while reducing its toxicity. Truncations result in an extraordinarily small enzyme. The SsdA-base editor efficiently converts C-to-T in rice and barley protoplasts and induces mutations in rice plants and mammalian cells. The engineered SsdA is a highly efficient genome editing tool.\u0000","PeriodicalId":12611,"journal":{"name":"Genome Biology","volume":"25 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143077626","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A fully phased octoploid strawberry genome reveals the evolutionary dynamism of centromeric satellites 一个完全相位的八倍体草莓基因组揭示了着丝粒卫星的进化动力
IF 12.3 1区 生物学
Genome Biology Pub Date : 2025-02-03 DOI: 10.1186/s13059-025-03482-0
Xin Jin, Haiyuan Du, Maoxian Chen, Xu Zheng, Yiying He, Andan Zhu
{"title":"A fully phased octoploid strawberry genome reveals the evolutionary dynamism of centromeric satellites","authors":"Xin Jin, Haiyuan Du, Maoxian Chen, Xu Zheng, Yiying He, Andan Zhu","doi":"10.1186/s13059-025-03482-0","DOIUrl":"https://doi.org/10.1186/s13059-025-03482-0","url":null,"abstract":"We systematically examine the application of different phasing strategies to decrypt strawberry genome organization and produce a fully phased and accurate reference genome for Fragaria x ananassa cv. “EA78” (2n = 8x = 56). We identify 147 bp canonical centromeric repeats across 50 strawberry chromosomes and uncover the formation of six neocentromeres through centromere turnover. Our findings indicate strawberry genomes have diverged centromeric satellite arrays among chromosomes, particularly across homoeologs, while maintaining high sequence similarity between homologs. We trace the evolutionary dynamics of centromeric repeats and find substantial centromere size expansion in wild and cultivated octoploids compared to the diploid ancestor, F. vesca.","PeriodicalId":12611,"journal":{"name":"Genome Biology","volume":"122 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143077628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A novel decomposer-exploiter interaction framework of plant residue microbial decomposition 植物残茬微生物分解的分解者-剥削者交互作用框架
IF 12.3 1区 生物学
Genome Biology Pub Date : 2025-02-03 DOI: 10.1186/s13059-025-03486-w
Youzhi Miao, Wei Wang, Huanhuan Xu, Yanwei Xia, Qingxin Gong, Zhihui Xu, Nan Zhang, Weibing Xun, Qirong Shen, Ruifu Zhang
{"title":"A novel decomposer-exploiter interaction framework of plant residue microbial decomposition","authors":"Youzhi Miao, Wei Wang, Huanhuan Xu, Yanwei Xia, Qingxin Gong, Zhihui Xu, Nan Zhang, Weibing Xun, Qirong Shen, Ruifu Zhang","doi":"10.1186/s13059-025-03486-w","DOIUrl":"https://doi.org/10.1186/s13059-025-03486-w","url":null,"abstract":"Plant residue microbial decomposition, subject to significant environmental regulation, represents a crucial ecological process shaping and cycling the largest terrestrial soil organic carbon pool. However, the fundamental understanding of the functional dynamics and interactions between the principal participants, fungi and bacteria, in natural habitats remains limited. In this study, the evolution of fungal and bacterial communities and their functional interactions were elucidated during the degradation of complexity-gradient plant residues. The results reveal that with increasing residue complexity, fungi exhibit heightened adaptability, while bacterial richness declines sharply. The differential functional evolution of fungi and bacteria is driven by residue complexity but follows distinct trajectories. Fundamentally, fungi evolve towards promoting plant residue degradation and so consistently act as the dominant decomposers. Conversely, bacteria predominantly increase expression of genes of glycosidases to exploit fungal degradation products, thereby consistently acting as exploiters. The presence of fungi enables and endures bacterial exploitation. This study introduces a novel framework of fungal decomposers and bacterial exploiters during plant residue microbial decomposition, advancing our comprehensive understanding of microbial processes governing the organic carbon cycling.","PeriodicalId":12611,"journal":{"name":"Genome Biology","volume":"6 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143077624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-INTACT: integrative analysis of the genome, transcriptome, and proteome identifies causal mechanisms of complex traits 多重完整:基因组、转录组和蛋白质组的综合分析确定了复杂性状的因果机制
IF 12.3 1区 生物学
Genome Biology Pub Date : 2025-02-03 DOI: 10.1186/s13059-025-03480-2
Jeffrey Okamoto, Xianyong Yin, Brady Ryan, Joshua Chiou, Francesca Luca, Roger Pique-Regi, Hae Kyung Im, Jean Morrison, Charles Burant, Eric B. Fauman, Markku Laakso, Michael Boehnke, Xiaoquan Wen
{"title":"Multi-INTACT: integrative analysis of the genome, transcriptome, and proteome identifies causal mechanisms of complex traits","authors":"Jeffrey Okamoto, Xianyong Yin, Brady Ryan, Joshua Chiou, Francesca Luca, Roger Pique-Regi, Hae Kyung Im, Jean Morrison, Charles Burant, Eric B. Fauman, Markku Laakso, Michael Boehnke, Xiaoquan Wen","doi":"10.1186/s13059-025-03480-2","DOIUrl":"https://doi.org/10.1186/s13059-025-03480-2","url":null,"abstract":"We present multi-integration of transcriptome-wide association studies and colocalization (Multi-INTACT), an algorithm that models multiple “gene products” (e.g., encoded RNA transcript and protein levels) to implicate causal genes and relevant gene products. In simulations, Multi-INTACT achieves higher power than existing methods, maintains calibrated false discovery rates, and detects the true causal gene product(s). We apply Multi-INTACT to GWAS on 1408 metabolites, integrating the GTEx expression and UK Biobank protein QTL datasets. Multi-INTACT infers 52 to 109% more metabolite causal genes than protein-alone or expression-alone analyses and indicates both gene products are relevant for most gene nominations.","PeriodicalId":12611,"journal":{"name":"Genome Biology","volume":"77 2 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143077625","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Author Correction: X-Mapper: fast and accurate sequence alignment via gapped x-mers 作者更正:X-Mapper:通过间隙x-mers快速准确的序列比对
IF 12.3 1区 生物学
Genome Biology Pub Date : 2025-01-27 DOI: 10.1186/s13059-025-03481-1
Jeffry M. Gaston, Eric J. Alm, An-Ni Zhang
{"title":"Author Correction: X-Mapper: fast and accurate sequence alignment via gapped x-mers","authors":"Jeffry M. Gaston, Eric J. Alm, An-Ni Zhang","doi":"10.1186/s13059-025-03481-1","DOIUrl":"https://doi.org/10.1186/s13059-025-03481-1","url":null,"abstract":"<p><b>Correction</b><b>: </b><b>Genome Biol 26, 15 (2025)</b></p><p><b>https://doi.org/10.1186/s13059-024-03473-7</b></p><br/><p>Following publication of the original article [1], the authors identified that one of the headings in the results section is incorrect.</p><p>The incorrect heading is: Alignment accuracy of X‑Mapper in samples with various ties</p><p>The correct heading is: Alignment accuracy of X‑Mapper in samples with various complexities</p><p>The original article [1] has been updated.</p><ol data-track-component=\"outbound reference\" data-track-context=\"references section\"><li data-counter=\"1.\"><p>Gaston JM, Alm EJ, Zhang AN. X-Mapper: fast and accurate sequence alignment via gapped x-mers. Genome Biol. 2025;26:15. https://doi.org/10.1186/s13059-024-03473-7.</p><p>Article CAS PubMed PubMed Central Google Scholar </p></li></ol><p>Download references<svg aria-hidden=\"true\" focusable=\"false\" height=\"16\" role=\"img\" width=\"16\"><use xlink:href=\"#icon-eds-i-download-medium\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"></use></svg></p><span>Author notes</span><ol><li><p>Jeffry M. Gaston and An-Ni Zhang contributed equally to this work.</p></li></ol><h3>Authors and Affiliations</h3><ol><li><p>Google, Cambridge, MA, USA</p><p>Jeffry M. Gaston</p></li><li><p>Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA</p><p>Eric J. Alm & An-Ni Zhang</p></li><li><p>School of Biological Sciences, Nanyang Technological University, Singapore, Singapore</p><p>Jeffry M. Gaston & An-Ni Zhang</p></li></ol><span>Authors</span><ol><li><span>Jeffry M. Gaston</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Eric J. Alm</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>An-Ni Zhang</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li></ol><h3>Corresponding authors</h3><p>Correspondence to Eric J. Alm or An-Ni Zhang.</p><p><b>Open Access</b> This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.</p>\u0000<p>","PeriodicalId":12611,"journal":{"name":"Genome Biology","volume":"58 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2025-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143044067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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