Ketone bodies generated in hepatocytes in the adult liver are used for nonhepatic tissues as an energy source. However, ketolysis is reactivated in hepatocellular carcinoma (HCC) cells with largely unelucidated mechanisms. Here, we demonstrate that 3-oxoacid CoA-transferase 1 (OXCT1), a rate-limiting enzyme in ketolysis, interacts with SUCLA2 upon IGF1 stimulation in HCC cells. This interaction results from ERK2-mediated SUCLA2 S124 phosphorylation and subsequent PIN1-mediated cis-trans isomerization of SUCLA2. OXCT1-associated SUCLA2 generates succinyl-CoA, which not only serves as a substrate for OXCT1 but also directly succinylates OXCT1 at K421 and activates OXCT1. SUCLA2-regulated OXCT1 activation substantially enhances ketolysis, HCC cell proliferation, and tumor growth in mice. Notably, treatment with acetohydroxamic acid, an OXCT1 inhibitor used clinically for urinary infection, inhibits liver tumor growth in mice and significantly enhances lenvatinib therapy. Our findings highlight the role of SUCLA2-coupled regulation of OXCT1 succinylation in ketolysis and unveil an unprecedented strategy for treating HCC by interrupting ketolysis.
{"title":"OXCT1 succinylation and activation by SUCLA2 promotes ketolysis and liver tumor growth","authors":"Dong Guo, Qiujing Yu, Yingying Tong, Xu Qian, Ying Meng, Fei Ye, Xiaoming Jiang, Lihui Wu, Qingqing Yang, Suyao Li, Min Li, Qingang Wu, Liwei Xiao, Xuxiao He, Rongxuan Zhu, Guijun Liu, Dou Nie, Shudi Luo, Leina Ma, Ren-an Jin, Zhimin Lu","doi":"10.1016/j.molcel.2024.12.025","DOIUrl":"https://doi.org/10.1016/j.molcel.2024.12.025","url":null,"abstract":"Ketone bodies generated in hepatocytes in the adult liver are used for nonhepatic tissues as an energy source. However, ketolysis is reactivated in hepatocellular carcinoma (HCC) cells with largely unelucidated mechanisms. Here, we demonstrate that 3-oxoacid CoA-transferase 1 (OXCT1), a rate-limiting enzyme in ketolysis, interacts with SUCLA2 upon IGF1 stimulation in HCC cells. This interaction results from ERK2-mediated SUCLA2 S124 phosphorylation and subsequent PIN1-mediated <em>cis-trans</em> isomerization of SUCLA2. OXCT1-associated SUCLA2 generates succinyl-CoA, which not only serves as a substrate for OXCT1 but also directly succinylates OXCT1 at K421 and activates OXCT1. SUCLA2-regulated OXCT1 activation substantially enhances ketolysis, HCC cell proliferation, and tumor growth in mice. Notably, treatment with acetohydroxamic acid, an OXCT1 inhibitor used clinically for urinary infection, inhibits liver tumor growth in mice and significantly enhances lenvatinib therapy. Our findings highlight the role of SUCLA2-coupled regulation of OXCT1 succinylation in ketolysis and unveil an unprecedented strategy for treating HCC by interrupting ketolysis.","PeriodicalId":18950,"journal":{"name":"Molecular Cell","volume":"110 1","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143026715","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}
Pub Date : 2025-01-24DOI: 10.1016/j.molcel.2025.01.001
Annika Bestehorn, Julius von Wirén, Christina Zeiler, Jeanne Fesselet, Sebastian Didusch, Maurizio Forte, Kevin Doppelmayer, Martina Borroni, Anita Le Heron, Sara Scinicariello, WeiQiang Chen, Manuela Baccarini, Vera Pfanzagl, Gijs A. Versteeg, Markus Hartl, Pavel Kovarik
The fidelity of immune responses depends on timely controlled and selective mRNA degradation that is largely driven by RNA-binding proteins (RBPs). It remains unclear whether stochastic or directed processes govern the selection of an individual mRNA molecule for degradation. Using human and mouse cells, we show that tristetraprolin (TTP, also known as ZFP36), an essential anti-inflammatory RBP, destabilizes target mRNAs via a hierarchical molecular assembly. The assembly formation strictly relies on the interaction of TTP with RNA. The TTP homolog ZFP36L1 exhibits similar requirements, indicating a broader relevance of this regulatory program. Unexpectedly, the assembly of the cytoplasmic mRNA-destabilization complex is licensed in the nucleus by TTP binding to pre-mRNA, which we identify as the principal TTP target rather than mRNA. Hence, the fate of an inflammation-induced mRNA is decided concomitantly with its synthesis. This mechanism prevents the translation of excessive and potentially harmful inflammation mediators, irrespective of transcription.
{"title":"Cytoplasmic mRNA decay controlling inflammatory gene expression is determined by pre-mRNA fate decision","authors":"Annika Bestehorn, Julius von Wirén, Christina Zeiler, Jeanne Fesselet, Sebastian Didusch, Maurizio Forte, Kevin Doppelmayer, Martina Borroni, Anita Le Heron, Sara Scinicariello, WeiQiang Chen, Manuela Baccarini, Vera Pfanzagl, Gijs A. Versteeg, Markus Hartl, Pavel Kovarik","doi":"10.1016/j.molcel.2025.01.001","DOIUrl":"https://doi.org/10.1016/j.molcel.2025.01.001","url":null,"abstract":"The fidelity of immune responses depends on timely controlled and selective mRNA degradation that is largely driven by RNA-binding proteins (RBPs). It remains unclear whether stochastic or directed processes govern the selection of an individual mRNA molecule for degradation. Using human and mouse cells, we show that tristetraprolin (TTP, also known as ZFP36), an essential anti-inflammatory RBP, destabilizes target mRNAs via a hierarchical molecular assembly. The assembly formation strictly relies on the interaction of TTP with RNA. The TTP homolog ZFP36L1 exhibits similar requirements, indicating a broader relevance of this regulatory program. Unexpectedly, the assembly of the cytoplasmic mRNA-destabilization complex is licensed in the nucleus by TTP binding to pre-mRNA, which we identify as the principal TTP target rather than mRNA. Hence, the fate of an inflammation-induced mRNA is decided concomitantly with its synthesis. This mechanism prevents the translation of excessive and potentially harmful inflammation mediators, irrespective of transcription.","PeriodicalId":18950,"journal":{"name":"Molecular Cell","volume":"34 1","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143026714","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}
Pub Date : 2025-01-16DOI: 10.1016/j.molcel.2024.12.022
Jie-rong Huang
Intrinsically disordered regions (IDRs) of proteins can regulate function through phase separation. In a recent article in Nature, Garcia-Cabau et al. reveal that including or excluding a microexon within the IDR of CPEB4 alters its condensation properties, suggesting a potential mechanism underlying autism spectrum disorder.1
{"title":"Microexon in action: How tiny fragments in a protein tune function, drive disease","authors":"Jie-rong Huang","doi":"10.1016/j.molcel.2024.12.022","DOIUrl":"https://doi.org/10.1016/j.molcel.2024.12.022","url":null,"abstract":"Intrinsically disordered regions (IDRs) of proteins can regulate function through phase separation. In a recent article in <em>Nature</em>, Garcia-Cabau et al. reveal that including or excluding a microexon within the IDR of CPEB4 alters its condensation properties, suggesting a potential mechanism underlying autism spectrum disorder.<span><span><sup>1</sup></span></span>","PeriodicalId":18950,"journal":{"name":"Molecular Cell","volume":"51 1","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142986958","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}
Pub Date : 2025-01-16DOI: 10.1016/j.molcel.2024.12.021
Alex S. Holehouse, Simon Alberti
Cells use membraneless compartments to organize their interiors, and recent research has begun to uncover the molecular principles underlying their assembly. Here, we explore how site-specific and chemically specific interactions shape the properties and functions of condensates. Site-specific recruitment involves precise interactions at specific sites driven by partially or fully structured interfaces. In contrast, chemically specific recruitment is driven by complementary chemical interactions without the requirement for a persistent bound-state structure. We propose that site-specific and chemically specific interactions work together to determine the composition of condensates, facilitate biochemical reactions, and regulate enzymatic activities linked to metabolism, signaling, and gene expression. Characterizing the composition of condensates requires novel experimental and computational tools to identify and manipulate the molecular determinants guiding condensate recruitment. Advancing this research will deepen our understanding of how condensates regulate cellular functions, providing valuable insights into cellular physiology and organization.
{"title":"Molecular determinants of condensate composition","authors":"Alex S. Holehouse, Simon Alberti","doi":"10.1016/j.molcel.2024.12.021","DOIUrl":"https://doi.org/10.1016/j.molcel.2024.12.021","url":null,"abstract":"Cells use membraneless compartments to organize their interiors, and recent research has begun to uncover the molecular principles underlying their assembly. Here, we explore how site-specific and chemically specific interactions shape the properties and functions of condensates. Site-specific recruitment involves precise interactions at specific sites driven by partially or fully structured interfaces. In contrast, chemically specific recruitment is driven by complementary chemical interactions without the requirement for a persistent bound-state structure. We propose that site-specific and chemically specific interactions work together to determine the composition of condensates, facilitate biochemical reactions, and regulate enzymatic activities linked to metabolism, signaling, and gene expression. Characterizing the composition of condensates requires novel experimental and computational tools to identify and manipulate the molecular determinants guiding condensate recruitment. Advancing this research will deepen our understanding of how condensates regulate cellular functions, providing valuable insights into cellular physiology and organization.","PeriodicalId":18950,"journal":{"name":"Molecular Cell","volume":"19 1","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142986975","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}
Pub Date : 2025-01-16DOI: 10.1016/j.molcel.2024.12.007
Christian F. Baca, Luciano A. Marraffini
Parasitic elements often spread to hosts through the delivery of their nucleic acids to the recipient. This is particularly true for the primary parasites of bacteria, bacteriophages (phages) and plasmids. Although bacterial immune systems can sense a diverse set of infection signals, such as a protein unique to the invader or the disruption of natural host processes, phage and plasmid nucleic acids represent some of the most common molecules that are recognized as foreign to initiate defense. In this review, we will discuss the various elements of invader nucleic acids that can be distinguished by bacterial host immune systems as “non-self” and how this signal is relayed to activate an immune response.
{"title":"Nucleic acid recognition during prokaryotic immunity","authors":"Christian F. Baca, Luciano A. Marraffini","doi":"10.1016/j.molcel.2024.12.007","DOIUrl":"https://doi.org/10.1016/j.molcel.2024.12.007","url":null,"abstract":"Parasitic elements often spread to hosts through the delivery of their nucleic acids to the recipient. This is particularly true for the primary parasites of bacteria, bacteriophages (phages) and plasmids. Although bacterial immune systems can sense a diverse set of infection signals, such as a protein unique to the invader or the disruption of natural host processes, phage and plasmid nucleic acids represent some of the most common molecules that are recognized as foreign to initiate defense. In this review, we will discuss the various elements of invader nucleic acids that can be distinguished by bacterial host immune systems as “non-self” and how this signal is relayed to activate an immune response.","PeriodicalId":18950,"journal":{"name":"Molecular Cell","volume":"10 1","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142986977","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}
Pub Date : 2025-01-16DOI: 10.1016/j.molcel.2024.12.015
Rashmi Agrata, David Komander
The modification of proteins and other biomolecules with the small protein ubiquitin has enthralled scientists from many disciplines for decades, creating a broad research field. Ubiquitin research is particularly rich in molecular and mechanistic understanding due to a plethora of (poly)ubiquitin structures alone and in complex with ubiquitin machineries. Furthermore, due to its favorable properties, ubiquitin serves as a model system for many biophysical and computational techniques. Here, we review the current knowledge of ubiquitin signals through a ubiquitin-centric, structural biology lens. We amalgamate the information from 240 structures in the Protein Data Bank (PDB), combined with single-molecule, molecular dynamics, and nuclear magnetic resonance (NMR) studies, to provide a comprehensive picture of ubiquitin and polyubiquitin structures and dynamics. We close with a discussion of the latest frontiers in ubiquitin research, namely the modification of ubiquitin by other post-translational modifications (PTMs) and the notion that ubiquitin is attached to biomolecules beyond proteins.
{"title":"Ubiquitin—A structural perspective","authors":"Rashmi Agrata, David Komander","doi":"10.1016/j.molcel.2024.12.015","DOIUrl":"https://doi.org/10.1016/j.molcel.2024.12.015","url":null,"abstract":"The modification of proteins and other biomolecules with the small protein ubiquitin has enthralled scientists from many disciplines for decades, creating a broad research field. Ubiquitin research is particularly rich in molecular and mechanistic understanding due to a plethora of (poly)ubiquitin structures alone and in complex with ubiquitin machineries. Furthermore, due to its favorable properties, ubiquitin serves as a model system for many biophysical and computational techniques. Here, we review the current knowledge of ubiquitin signals through a ubiquitin-centric, structural biology lens. We amalgamate the information from 240 structures in the Protein Data Bank (PDB), combined with single-molecule, molecular dynamics, and nuclear magnetic resonance (NMR) studies, to provide a comprehensive picture of ubiquitin and polyubiquitin structures and dynamics. We close with a discussion of the latest frontiers in ubiquitin research, namely the modification of ubiquitin by other post-translational modifications (PTMs) and the notion that ubiquitin is attached to biomolecules beyond proteins.","PeriodicalId":18950,"journal":{"name":"Molecular Cell","volume":"96 1","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142986978","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}
Pub Date : 2025-01-16DOI: 10.1016/j.molcel.2024.10.034
Laura López-Hernández, Patrick Toolan-Kerr, Andrew J. Bannister, Gonzalo Millán-Zambrano
Significant effort has been spent attempting to unravel the causal relationship between histone post-translational modifications and fundamental DNA processes, including transcription, replication, and repair. However, less attention has been paid to understanding the reciprocal influence—that is, how DNA processes, in turn, shape the distribution and patterns of histone modifications and how these changes convey information, both temporally and spatially, from one process to another. Here, we review how histone modifications underpin the widespread bidirectional crosstalk between different DNA processes, which allow seemingly distinct phenomena to operate as a unified whole.
人们花费了大量精力试图揭示组蛋白翻译后修饰与 DNA 基本过程（包括转录、复制和修复）之间的因果关系。然而，人们较少关注对相互影响的理解，即 DNA 过程如何反过来影响组蛋白修饰的分布和模式，以及这些变化如何在时间和空间上将信息从一个过程传递到另一个过程。在这里，我们将回顾组蛋白修饰是如何支撑不同DNA过程之间广泛的双向串扰，从而使看似不同的现象作为一个统一的整体运作。
{"title":"Dynamic histone modification patterns coordinating DNA processes","authors":"Laura López-Hernández, Patrick Toolan-Kerr, Andrew J. Bannister, Gonzalo Millán-Zambrano","doi":"10.1016/j.molcel.2024.10.034","DOIUrl":"https://doi.org/10.1016/j.molcel.2024.10.034","url":null,"abstract":"Significant effort has been spent attempting to unravel the causal relationship between histone post-translational modifications and fundamental DNA processes, including transcription, replication, and repair. However, less attention has been paid to understanding the reciprocal influence—that is, how DNA processes, in turn, shape the distribution and patterns of histone modifications and how these changes convey information, both temporally and spatially, from one process to another. Here, we review how histone modifications underpin the widespread bidirectional crosstalk between different DNA processes, which allow seemingly distinct phenomena to operate as a unified whole.","PeriodicalId":18950,"journal":{"name":"Molecular Cell","volume":"41 1","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142987001","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}
Pub Date : 2025-01-16DOI: 10.1016/j.molcel.2024.12.001
Dimitra Tsouraki, A. Marieke Oudelaar
By building synthetic regulatory landscapes, Jensen et al.1 and Thomas et al.2 demonstrate in this issue of Molecular Cell that gene expression levels strongly depend on the genomic distance between enhancers and promoters and that enhancer cooperation can compensate for reduced enhancer activity over large genomic distances.
{"title":"Bridging the gap: How enhancers cooperate to regulate gene expression over large genomic distances","authors":"Dimitra Tsouraki, A. Marieke Oudelaar","doi":"10.1016/j.molcel.2024.12.001","DOIUrl":"https://doi.org/10.1016/j.molcel.2024.12.001","url":null,"abstract":"By building synthetic regulatory landscapes, Jensen et al.<span><span><sup>1</sup></span></span> and Thomas et al.<span><span><sup>2</sup></span></span> demonstrate in this issue of <em>Molecular Cell</em> that gene expression levels strongly depend on the genomic distance between enhancers and promoters and that enhancer cooperation can compensate for reduced enhancer activity over large genomic distances.","PeriodicalId":18950,"journal":{"name":"Molecular Cell","volume":"17 1","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142986957","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}
Pub Date : 2025-01-16DOI: 10.1016/j.molcel.2024.12.014
Gregor Diensthuber, Eva Maria Novoa
RNA modifications are conserved chemical features found in all domains of life and across diverse RNA biotypes, shaping gene expression profiles and enabling rapid responses to environmental changes. Their broad chemical diversity and dynamic nature pose significant challenges for studying them comprehensively. These limitations can now be addressed through direct RNA nanopore sequencing (DRS), which allows simultaneous identification of diverse RNA modification types at single-molecule and single-nucleotide resolution. Here, we review recent efforts pioneering the use of DRS to better understand the epitranscriptomic landscape. We highlight how DRS can be applied to investigate different RNA biotypes, emphasizing the use of specialized library preparation protocols and downstream bioinformatic workflows to detect both natural and synthetic RNA modifications. Finally, we provide a perspective on the future role of DRS in epitranscriptomic research, highlighting remaining challenges and emerging opportunities from improved sequencing yields and accuracy enabled by the latest DRS chemistry.
{"title":"Charting the epitranscriptomic landscape across RNA biotypes using native RNA nanopore sequencing","authors":"Gregor Diensthuber, Eva Maria Novoa","doi":"10.1016/j.molcel.2024.12.014","DOIUrl":"https://doi.org/10.1016/j.molcel.2024.12.014","url":null,"abstract":"RNA modifications are conserved chemical features found in all domains of life and across diverse RNA biotypes, shaping gene expression profiles and enabling rapid responses to environmental changes. Their broad chemical diversity and dynamic nature pose significant challenges for studying them comprehensively. These limitations can now be addressed through direct RNA nanopore sequencing (DRS), which allows simultaneous identification of diverse RNA modification types at single-molecule and single-nucleotide resolution. Here, we review recent efforts pioneering the use of DRS to better understand the epitranscriptomic landscape. We highlight how DRS can be applied to investigate different RNA biotypes, emphasizing the use of specialized library preparation protocols and downstream bioinformatic workflows to detect both natural and synthetic RNA modifications. Finally, we provide a perspective on the future role of DRS in epitranscriptomic research, highlighting remaining challenges and emerging opportunities from improved sequencing yields and accuracy enabled by the latest DRS chemistry.","PeriodicalId":18950,"journal":{"name":"Molecular Cell","volume":"4 1","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142986974","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}
In recent years, computational methods and artificial intelligence approaches have proven uniquely suited for studying patterns in molecular biology. In this focus issue, we spoke with researchers about using these tools to address various biological questions and explore both current implications and future possibilities.
{"title":"Artificial intelligence in molecular biology","authors":"Anshul Kundaje, Katherine S. Pollard, Jian Ma, Xing Chang, Mengjie Chen, Remo Rohs","doi":"10.1016/j.molcel.2024.12.013","DOIUrl":"https://doi.org/10.1016/j.molcel.2024.12.013","url":null,"abstract":"In recent years, computational methods and artificial intelligence approaches have proven uniquely suited for studying patterns in molecular biology. <span><span>In this focus issue</span><svg aria-label=\"Opens in new window\" focusable=\"false\" height=\"20\" viewbox=\"0 0 8 8\"><path d=\"M1.12949 2.1072V1H7V6.85795H5.89111V2.90281L0.784057 8L0 7.21635L5.11902 2.1072H1.12949Z\"></path></svg></span>, we spoke with researchers about using these tools to address various biological questions and explore both current implications and future possibilities<strong>.</strong>","PeriodicalId":18950,"journal":{"name":"Molecular Cell","volume":"54 1","pages":""},"PeriodicalIF":16.0,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142987021","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}
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