{"title":"Genome-wide investigation of transcription factor occupancy and dynamics using cFOOT-seq.","authors":"Heng Wang,Ang Wu,Meng-Chen Yang,Di Zhou,Xiyang Chen,Zhifei Shi,Yiqun Zhang,Yu-Xin Liu,Kai Chen,Xiaosong Wang,Xiao-Fang Cheng,Baodan He,Yutao Fu,Lan Kang,Yujun Hou,Kun Chen,Shan Bian,Juan Tang,Jianhuang Xue,Chenfei Wang,Xiaoyu Liu,Jiejun Shi,Shaorong Gao,Jia-Min Zhang","doi":"10.1093/procel/pwaf071","DOIUrl":"https://doi.org/10.1093/procel/pwaf071","url":null,"abstract":"Gene regulation relies on the precise binding of transcription factors (TFs) at regulatory elements, but simultaneously detecting hundreds of TFs on chromatin is challenging. We developed cFOOT-seq, a cytosine deaminase-based TF footprinting assay, for high-resolution, quantitative genome-wide assessment of TF binding in both open and closed chromatin regions, even with small cell numbers. By utilizing the dsDNA deaminase SsdAtox, cFOOT-seq converts accessible cytosines to uracil while preserving genomic integrity, making it compatible with techniques like ATAC-seq for sensitive and cost-effective detection of TF occupancy at single-molecule and single-cell level. Our approach enables the delineation of TF footprints, quantification of occupancy, and examination of chromatin influences on TF binding. Notably, cFOOT-seq, combined with FootTrack analysis, enables de novo prediction of TF binding sites and tracking of TF occupancy dynamics. We demonstrate its application in capturing cell type-specific TFs, analyzing TF dynamics during reprogramming, and revealing TF dependencies on chromatin remodelers. Overall, cFOOT-seq represents a robust approach for investigating the genome-wide dynamics of TF occupancy and elucidating the cis-regulatory architecture underlying gene regulation.","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":"20 1","pages":""},"PeriodicalIF":21.1,"publicationDate":"2025-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144825267","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}
Protein & CellPub Date : 2025-08-03DOI: 10.1093/procel/pwaf067
Qi-Yu Li, Li Qin, Ling-Hui Tang, Chun-Rui Zhang, Shouguang Huang, Ke Wang, Gao-Hua Zhang, Ning-Jie Hao, Qian Xiao, Tongxin Niu, Min Su, Rainer Hedrich, Yu-Hang Chen
{"title":"Structural and mechanistic insights into symmetry conversion in plant GORK K+ channel regulation.","authors":"Qi-Yu Li, Li Qin, Ling-Hui Tang, Chun-Rui Zhang, Shouguang Huang, Ke Wang, Gao-Hua Zhang, Ning-Jie Hao, Qian Xiao, Tongxin Niu, Min Su, Rainer Hedrich, Yu-Hang Chen","doi":"10.1093/procel/pwaf067","DOIUrl":"https://doi.org/10.1093/procel/pwaf067","url":null,"abstract":"<p><p>GORK is a shaker-like potassium channel in plants that contains ankyrin (ANK) repeats. In guard cells, activation of GORK causes K+ efflux, reducing turgor pressure and closing stomata. However, how GORK is regulated remains largely elusive. Here, we solved the cryo-EM structure of Arabidopsis GORK, revealing an unusual symmetry reduction (from C4 to C2) feature within its tetrameric assembly. This symmetry reduction in GORK channel is driven by ANK dimerization, which disrupts the coupling between transmembrane helices and cytoplasmic domains, thus maintaining GORK in an autoinhibited state. Electrophysiological and structural analyses further confirmed that ANK dimerization inhibits GORK, and its removal restores C4 symmetry, converting GORK to an activatable state. This dynamic switching between C2 and C4 symmetry, mediated by ANK dimerization, presents a GORK target site that guard cells regulate to switch the plant K+ channel between inhibited and activatable states, thus controlling stomatal movement in response to environmental stimuli.</p>","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":" ","pages":""},"PeriodicalIF":12.8,"publicationDate":"2025-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145138556","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}
{"title":"Systematic characterization of full-length RNA isoforms in human colorectal cancer at single-cell resolution.","authors":"Ping Lu,Yu Zhang,Yueli Cui,Yuhan Liao,Zhenyu Liu,Zhi-Jie Cao,Jun-E Liu,Lu Wen,Xin Zhou,Wei Fu,Fuchou Tang","doi":"10.1093/procel/pwaf049","DOIUrl":"https://doi.org/10.1093/procel/pwaf049","url":null,"abstract":"Dysregulated RNA splicing is a well-recognized characteristic of colorectal cancer (CRC); however, its intricacies remain obscure, partly due to challenges in profiling full-length transcript variants at single-cell level. Here, we employ high-depth long-read scRNA-seq to define the full-length transcriptome of colorectal epithelial cells in 12 CRC patients, revealing extensive isoform diversities and splicing alterations. Cancer cells exhibited increased transcript complexity, with widespread 3'-UTR shortening and reduced intron retention. Distinct splicing regulation patterns were observed between intrinsic-consensus molecular subtypes (iCMS), with iCMS3 displaying even higher splicing factor activities and more pronounced 3'-UTR shortening. Furthermore, we revealed substantial shifts in isoform usage that result in alterations of protein sequences from the same gene with distinct carcinogenic effects during tumorigenesis of CRC. Allele-specific expression analysis revealed dominant mutant allele expression in key oncogenes and tumor suppressors. Moreover, mutated PPIG was linked to widespread splicing dysregulation, and functional validation experiments confirmed its critical role in modulating RNA splicing and tumor-associated processes. Our findings highlight the transcriptomic plasticity in CRC and suggest novel candidate targets for splicing-based therapeutic strategies.","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":"115 1","pages":""},"PeriodicalIF":21.1,"publicationDate":"2025-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144693433","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}
Protein & CellPub Date : 2025-07-19DOI: 10.1093/procel/pwaf011
Yawen Liu, Xiangyun Zong, Patricia Altea-Manzano, Jie Fu
{"title":"Amino acid metabolism in breast cancer: pathogenic drivers and therapeutic opportunities.","authors":"Yawen Liu, Xiangyun Zong, Patricia Altea-Manzano, Jie Fu","doi":"10.1093/procel/pwaf011","DOIUrl":"10.1093/procel/pwaf011","url":null,"abstract":"<p><p>Amino acid metabolism plays a critical role in the progression and development of breast cancer. Cancer cells, including those in breast cancer, reprogram amino acid metabolism to meet the demands of rapid proliferation, survival, and immune evasion. This includes alterations in the uptake and utilization of amino acids, such as glutamine, serine, glycine, and arginine, which provide essential building blocks for biosynthesis, energy production, and redox homeostasis. Notably, the metabolic phenotypes of breast cancer cells vary across molecular subtypes and disease stages, emphasizing the need for patient stratification and personalized therapeutic strategies. Advances in multi-level diagnostics, including phenotyping and predictive tools, such as AI-based analysis and body fluid profiling, have highlighted the potential for tailoring treatments to individual metabolic profiles. Enzymes, such as glutaminase and serine hydroxymethyltransferase, often upregulated in breast cancer, represent promising therapeutic targets. Understanding the interplay between amino acid metabolism and breast cancer biology, alongside the integration of personalized medicine approaches, can uncover novel insights into tumor progression and guide the development of precision therapies. This review explores the metabolic pathways of amino acids in breast cancer, with a focus on their implications for personalized treatment strategies.</p>","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":" ","pages":"506-531"},"PeriodicalIF":13.6,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12275100/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143459303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Protein & CellPub Date : 2025-07-19DOI: 10.1093/procel/pwaf003
Qiao Liu, Wei Dong, Rong Liu, Luming Xu, Ling Ran, Ziying Xie, Shun Lei, Xingxing Su, Zhengliang Yue, Dan Xiong, Lisha Wang, Shuqiong Wen, Yan Zhang, Jianjun Hu, Chenxi Qin, Yongchang Chen, Bo Zhu, Xiangyu Chen, Xia Wu, Lifan Xu, Qizhao Huang, Yingjiao Cao, Lilin Ye, Zhonghui Tang
{"title":"Chromatin landscape alteration uncovers multiple transcriptional circuits during memory CD8+ T-cell differentiation.","authors":"Qiao Liu, Wei Dong, Rong Liu, Luming Xu, Ling Ran, Ziying Xie, Shun Lei, Xingxing Su, Zhengliang Yue, Dan Xiong, Lisha Wang, Shuqiong Wen, Yan Zhang, Jianjun Hu, Chenxi Qin, Yongchang Chen, Bo Zhu, Xiangyu Chen, Xia Wu, Lifan Xu, Qizhao Huang, Yingjiao Cao, Lilin Ye, Zhonghui Tang","doi":"10.1093/procel/pwaf003","DOIUrl":"10.1093/procel/pwaf003","url":null,"abstract":"<p><p>Extensive epigenetic reprogramming involves in memory CD8+ T-cell differentiation. The elaborate epigenetic rewiring underlying the heterogeneous functional states of CD8+ T cells remains hidden. Here, we profile single-cell chromatin accessibility and map enhancer-promoter interactomes to characterize the differentiation trajectory of memory CD8+ T cells. We reveal that under distinct epigenetic regulations, the early activated CD8+ T cells divergently originated for short-lived effector and memory precursor effector cells. We also uncover a defined epigenetic rewiring leading to the conversion from effector memory to central memory cells during memory formation. Additionally, we illustrate chromatin regulatory mechanisms underlying long-lasting versus transient transcription regulation during memory differentiation. Finally, we confirm the essential roles of Sox4 and Nrf2 in developing memory precursor effector and effector memory cells, respectively, and validate cell state-specific enhancers in regulating Il7r using CRISPR-Cas9. Our data pave the way for understanding the mechanism underlying epigenetic memory formation in CD8+ T-cell differentiation.</p>","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":" ","pages":"575-601"},"PeriodicalIF":13.6,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12275094/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142971978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Protein & CellPub Date : 2025-07-19DOI: 10.1093/procel/pwaf019
Yuee Cai, Zhangyan Guan, Yin Tong, Weiyang Zhao, Jiangwen Zhang, Ling Peng, Philip P C Ip, Sally K Y To, Alice S T Wong
{"title":"Dynamin 1-mediated endocytic recycling of glycosylated N-cadherin sustains the plastic mesenchymal state to promote ovarian cancer metastasis.","authors":"Yuee Cai, Zhangyan Guan, Yin Tong, Weiyang Zhao, Jiangwen Zhang, Ling Peng, Philip P C Ip, Sally K Y To, Alice S T Wong","doi":"10.1093/procel/pwaf019","DOIUrl":"10.1093/procel/pwaf019","url":null,"abstract":"","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":" ","pages":"602-608"},"PeriodicalIF":13.6,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12275092/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144042157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Protein & CellPub Date : 2025-07-19DOI: 10.1093/procel/pwaf008
{"title":"Correction to: ALKBH1 deficiency leads to loss of homeostasis in human diploid somatic cells.","authors":"","doi":"10.1093/procel/pwaf008","DOIUrl":"10.1093/procel/pwaf008","url":null,"abstract":"","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":" ","pages":"621"},"PeriodicalIF":13.6,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12275091/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143459305","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"BiFC and FACS-based CRISPR screening revealed that QKI promotes PABPN1 LLPS in colorectal cancer cells.","authors":"Mengxia Li, Zhijie Hu, Yingye Huang, Yuting Han, Cheng Liang, Yuchi Liu, Runze Wu, Xin Lu, Ke Deng, Susu Liu, Xin Ou, Yuwei Li, Chao Liu, Xuening Li, Jingting Liang, Yonggui Fu, Anlong Xu","doi":"10.1093/procel/pwaf022","DOIUrl":"10.1093/procel/pwaf022","url":null,"abstract":"<p><p>Protein liquid-liquid phase separation (LLPS), a pivotal phenomenon intricately linked to cellular processes, is regulated by various other proteins. However, there is still a lack of high-throughput methods for screening protein regulators of LLPS in target proteins. Here, we developed a CRISPR/Cas9-based screening method to identify protein phase separation regulators by integrating bimolecular fluorescence complementation (BiFC) and fluorescence-activated cell sorting (FACS). Using this newly developed method, we screened the RNA-binding proteins that regulate PABPN1 phase separation and identified the tumor suppressor QKI as a promoter of PABPN1 phase separation. Furthermore, QKI exhibits decreased expression levels and diminished nuclear localization in colorectal cancer cells, resulting in reduced PABPN1 phase separation, which, in turn, promotes alternative polyadenylation (APA), cell proliferation, and migration in colorectal cancer.</p>","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":" ","pages":"557-574"},"PeriodicalIF":13.6,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12275093/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143573701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}