Genome-wide off-target effect poses a safety risk for clinical use of adenine base editor (ABEs), among which ABE8e is one of the most efficient. Two-cell embryo injection (GOTI) analysis showed that the rate of genome-wide single nucleotide variants (SNVs) in ABE8e-edited cells was ∼30-fold higher than that of spontaneous SNVs in control cells, indicating prevalent off-target effects of ABE8e, but no off-target effect for ABE7.10, from which ABE8e was derived. We performed saturation mutagenesis of eight amino acid sites of the deaminase (TadA8e) within ABE8e and obtained ABE8eY149V that exhibited high editing efficiency without detectable off-target effect. Furthermore, TadA8eY149V could be fused with other Cas homologs (PAM-relaxed SpRY, hypercompact SaKKH, or IscB) to expand its target range. Finally, ABE8eY149V editing of hydroxyphenylpyruvate dioxygenase (Hpd) gene prevented lethality in hereditary tyrosinemia type I mice. The high efficiency and fidelity of ABE8eY149V suggest its potential application in ABE-based gene therapies.
{"title":"Therapeutic adenine base editor with minimized off-target effects.","authors":"Yongsen Sun, Nana Yan, Hu Feng, Hongjiang Lu, Zhenrui Zuo, Chikai Zhou, Erwei Zuo","doi":"10.1093/procel/pwag006","DOIUrl":"https://doi.org/10.1093/procel/pwag006","url":null,"abstract":"<p><p>Genome-wide off-target effect poses a safety risk for clinical use of adenine base editor (ABEs), among which ABE8e is one of the most efficient. Two-cell embryo injection (GOTI) analysis showed that the rate of genome-wide single nucleotide variants (SNVs) in ABE8e-edited cells was ∼30-fold higher than that of spontaneous SNVs in control cells, indicating prevalent off-target effects of ABE8e, but no off-target effect for ABE7.10, from which ABE8e was derived. We performed saturation mutagenesis of eight amino acid sites of the deaminase (TadA8e) within ABE8e and obtained ABE8eY149V that exhibited high editing efficiency without detectable off-target effect. Furthermore, TadA8eY149V could be fused with other Cas homologs (PAM-relaxed SpRY, hypercompact SaKKH, or IscB) to expand its target range. Finally, ABE8eY149V editing of hydroxyphenylpyruvate dioxygenase (Hpd) gene prevented lethality in hereditary tyrosinemia type I mice. The high efficiency and fidelity of ABE8eY149V suggest its potential application in ABE-based gene therapies.</p>","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":" ","pages":""},"PeriodicalIF":12.8,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146126197","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}
Esophageal squamous cell carcinoma (ESCC) remains a major health burden, particularly in Asia, with poor patient prognosis despite advancements in radiotherapy, chemotherapy, and immunotherapy. The marked inter-patient and intra-tumor heterogeneity of ESCC underscores the need for molecularly informed diagnostic and therapeutic strategies. Recent high-throughput omics technologies, including genomics, transcriptomics, proteomics, and metabolomics, have substantially advanced our understanding of ESCC biology. Genomic profiling has revealed recurrent alterations such as TP53 and NOTCH1 mutations, as well as actionable targets including PIK3CA, FGFR1, and SOX2 amplifications, which provide new opportunities for precision therapy. Epigenomic and transcriptomic analyses have identified methylation-based early detection markers (e.g., PAX9, SIM2) and immune-related transcriptomic subtypes associated with prognosis and immunotherapy responsiveness. Proteomic and metabolomic studies have further uncovered cell cycle and spliceosome pathway activation and altered lactate metabolism, offering additional biomarker and therapeutic insights. In this review, we synthesize these multi-omics advances and highlight how they collectively inform improved diagnostic, prognostic, and therapeutic strategies for ESCC. Despite these developments, the clinical translation of multi-omics findings remains limited due to the lack of standardized analytical pipelines, insufficient multi-center validation, and the high cost and technical complexity of integrating multi-omics data into routine clinical workflows. Future research integrating artificial intelligence with multi-omics data holds promise for enhancing diagnostic accuracy and enabling more precise therapeutic decision-making in ESCC.
{"title":"Advances in multi-omics for esophageal squamous cell carcinoma: Diagnostic, prognostic, and therapeutic perspectives.","authors":"Dengyun Zhao, Xinyu He, Yaping Guo, Huifang Wei, Zigang Dong, Kangdong Liu","doi":"10.1093/procel/pwag005","DOIUrl":"https://doi.org/10.1093/procel/pwag005","url":null,"abstract":"<p><p>Esophageal squamous cell carcinoma (ESCC) remains a major health burden, particularly in Asia, with poor patient prognosis despite advancements in radiotherapy, chemotherapy, and immunotherapy. The marked inter-patient and intra-tumor heterogeneity of ESCC underscores the need for molecularly informed diagnostic and therapeutic strategies. Recent high-throughput omics technologies, including genomics, transcriptomics, proteomics, and metabolomics, have substantially advanced our understanding of ESCC biology. Genomic profiling has revealed recurrent alterations such as TP53 and NOTCH1 mutations, as well as actionable targets including PIK3CA, FGFR1, and SOX2 amplifications, which provide new opportunities for precision therapy. Epigenomic and transcriptomic analyses have identified methylation-based early detection markers (e.g., PAX9, SIM2) and immune-related transcriptomic subtypes associated with prognosis and immunotherapy responsiveness. Proteomic and metabolomic studies have further uncovered cell cycle and spliceosome pathway activation and altered lactate metabolism, offering additional biomarker and therapeutic insights. In this review, we synthesize these multi-omics advances and highlight how they collectively inform improved diagnostic, prognostic, and therapeutic strategies for ESCC. Despite these developments, the clinical translation of multi-omics findings remains limited due to the lack of standardized analytical pipelines, insufficient multi-center validation, and the high cost and technical complexity of integrating multi-omics data into routine clinical workflows. Future research integrating artificial intelligence with multi-omics data holds promise for enhancing diagnostic accuracy and enabling more precise therapeutic decision-making in ESCC.</p>","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":" ","pages":""},"PeriodicalIF":12.8,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146120019","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}
Breast cancer is the most frequently diagnosed cancer, with metastasis accounting for the majority of cancer-related deaths. The mechanisms of early-stage breast cancer metastasis to regional immune sites like lymph nodes remain elusive. Here, we performed an in-depth proteomic and phosphoproteomic analysis of a substantial series of breast cancer samples, alongside genomic and transcriptomic evaluations. This cohort encompasses 195 specimens: 65 primary breast tumors, their corresponding normal tissues, and metastatic axillary lymph nodes. We offer an overview of the molecular alterations at the transcriptomic, proteomic, and phosphoproteomic levels during lymph node metastasis. Notably, the findings indicate that regional lymph node metastasis is primarily influenced by proteomic and phosphoproteomic alterations, rather than genomic or transcriptomic changes. We found the ANGPTL4 and HMGB1 could serve as the biomarker of lymph node metastasis. Data analysis and cell experiments involving silencing of the alternative splicing factor HNRNPU demonstrated that alternative splicing plays a significant role in modulating protein expression, phosphorylation profiles and cell proliferation. The key phosphorylation sites, including MARCKSL1-S104 and FKBP15-S320, as well as the upstream kinase PRKCB, were identified as playing crucial roles in breast cancer lymph node metastasis. Targeted intervention of the kinase PRKCB resulted in effectively suppressing the proliferation and metastasis of breast cancer tumor cells. Immune profiling analysis and experimental validation of breast cancer cell cocultured with CD8+ T cell reveals correlations between phosphorylation of MARCKSL1-S104 and FKBP15-S320 with immune checkpoint PD-L1 expression, and their impact on tumor cell apoptosis, suggesting a potential mechanism of immune evasion in metastasis. This study systematically characterizes the molecular landscape and features of primary breast tumors and their matched metastatic lymph nodes. These insights enhance our understanding of early-stage breast cancer metastasis and may pave the way for improved diagnostic tools and targeted therapeutic strategies.
{"title":"Multi-omics Analysis Reveals Comprehensive Aberrant Protein and Phosphorylation Characteristics in Breast Cancer and Paired Metastatic Lymph Nodes.","authors":"Linhui Zhai,Cui-Cui Liu,Lei Zhao,Le-Wei Zheng,Chengyu Chu,Hu Hong,Yu-Wen Cai,Lie Chen,Yi-Ming Liu,Yiou Wang,Wensi Zhao,Yuqi Huang,Shiyu Duan,Zhi-Ming Shao,Yiting Jin,Minjia Tan,Ke-Da Yu","doi":"10.1093/procel/pwag002","DOIUrl":"https://doi.org/10.1093/procel/pwag002","url":null,"abstract":"Breast cancer is the most frequently diagnosed cancer, with metastasis accounting for the majority of cancer-related deaths. The mechanisms of early-stage breast cancer metastasis to regional immune sites like lymph nodes remain elusive. Here, we performed an in-depth proteomic and phosphoproteomic analysis of a substantial series of breast cancer samples, alongside genomic and transcriptomic evaluations. This cohort encompasses 195 specimens: 65 primary breast tumors, their corresponding normal tissues, and metastatic axillary lymph nodes. We offer an overview of the molecular alterations at the transcriptomic, proteomic, and phosphoproteomic levels during lymph node metastasis. Notably, the findings indicate that regional lymph node metastasis is primarily influenced by proteomic and phosphoproteomic alterations, rather than genomic or transcriptomic changes. We found the ANGPTL4 and HMGB1 could serve as the biomarker of lymph node metastasis. Data analysis and cell experiments involving silencing of the alternative splicing factor HNRNPU demonstrated that alternative splicing plays a significant role in modulating protein expression, phosphorylation profiles and cell proliferation. The key phosphorylation sites, including MARCKSL1-S104 and FKBP15-S320, as well as the upstream kinase PRKCB, were identified as playing crucial roles in breast cancer lymph node metastasis. Targeted intervention of the kinase PRKCB resulted in effectively suppressing the proliferation and metastasis of breast cancer tumor cells. Immune profiling analysis and experimental validation of breast cancer cell cocultured with CD8+ T cell reveals correlations between phosphorylation of MARCKSL1-S104 and FKBP15-S320 with immune checkpoint PD-L1 expression, and their impact on tumor cell apoptosis, suggesting a potential mechanism of immune evasion in metastasis. This study systematically characterizes the molecular landscape and features of primary breast tumors and their matched metastatic lymph nodes. These insights enhance our understanding of early-stage breast cancer metastasis and may pave the way for improved diagnostic tools and targeted therapeutic strategies.","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":"29 1","pages":""},"PeriodicalIF":21.1,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145956196","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}
Poly (ADP-ribose) polymerase 1 (PARP1) inhibition represents promising targeted therapy for BRCA deficient cancer patients based on synthetic lethality theory. Recent evidence shows that efficacy of DNA damage drugs depends on two aspects, DNA repair signaling and immune response. Applying a functional proteomics approach, we find that the function of spliceosome is perturbed by PARP inhibitors via enhancing interaction between PARP1 and SF3B1, a key factor of spliceosome. We demonstrate that differential alternative spliced mRNA and accumulation of double strand RNA (dsRNA) are induced by perturbation of spliceosome upon PARP inhibitors treatment, resulting in triggering dsRNA antiviral mimicry innate immune response. Moreover, we identify a novel function of BRCA1, through which BRCA1 regulates innate immune response leading to compromising of the innate immune signaling by downregulation of IRF3 in BRCA1 deficient breast cancer cells, which reduces the sensitivity to PARP inhibitors and causes intrinsic resistance. Polyinosinic-polycytidylic acid (poly(I: C)) is a dsRNA synthetic analog sensitizing PARP inhibitors through further triggering dsRNA signaling. Finally, we show that the combination of PARP inhibitors and poly(I: C) enhances antitumor efficiency in vivo. Overall, our study reveals BRCA1 deficiency impedes tumor cell intrinsic innate immune response, inducing intrinsic resistance to PARP inhibitors that can be overcome when poly(I: C) is combined.
{"title":"Tumor cell intrinsic dsRNA innate immune response triggered by PARP inhibitor is compromised in BRCA1 deficient breast cancer by repressing IRF3.","authors":"Cuiting Zhang,Jing-Bo Zhou,Josh Haipeng Lei,Irene Ling Ang,Kai Miao,Xiaoling Xu,Terence Chuen Wai Poon,Edwin Cheung,Chu-Xia Deng","doi":"10.1093/procel/pwaf104","DOIUrl":"https://doi.org/10.1093/procel/pwaf104","url":null,"abstract":"Poly (ADP-ribose) polymerase 1 (PARP1) inhibition represents promising targeted therapy for BRCA deficient cancer patients based on synthetic lethality theory. Recent evidence shows that efficacy of DNA damage drugs depends on two aspects, DNA repair signaling and immune response. Applying a functional proteomics approach, we find that the function of spliceosome is perturbed by PARP inhibitors via enhancing interaction between PARP1 and SF3B1, a key factor of spliceosome. We demonstrate that differential alternative spliced mRNA and accumulation of double strand RNA (dsRNA) are induced by perturbation of spliceosome upon PARP inhibitors treatment, resulting in triggering dsRNA antiviral mimicry innate immune response. Moreover, we identify a novel function of BRCA1, through which BRCA1 regulates innate immune response leading to compromising of the innate immune signaling by downregulation of IRF3 in BRCA1 deficient breast cancer cells, which reduces the sensitivity to PARP inhibitors and causes intrinsic resistance. Polyinosinic-polycytidylic acid (poly(I: C)) is a dsRNA synthetic analog sensitizing PARP inhibitors through further triggering dsRNA signaling. Finally, we show that the combination of PARP inhibitors and poly(I: C) enhances antitumor efficiency in vivo. Overall, our study reveals BRCA1 deficiency impedes tumor cell intrinsic innate immune response, inducing intrinsic resistance to PARP inhibitors that can be overcome when poly(I: C) is combined.","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":"386 1","pages":""},"PeriodicalIF":21.1,"publicationDate":"2026-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145947299","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}
Ran Wei, Zhehao Du, Jue Wang, Jinlong Bi, Wencong Lyu, Haochen Wang, Jianuo He, Fanju Meng, Lijun Zhang, Chao Zhang, Chen Zhang, Wei Tao
The endocrine system is crucial for maintaining overall homeostasis. However, its cellular signatures have not been elucidated during aging. Here, we conducted the first-ever single-cell transcriptomic profiles from eight endocrine organs in young and aged mice, revealing the activation of cell-type-specific aging pathways, such as loss of proteostasis, genomic instability and reactive oxygen species (ROS). Among six sex-shared endocrine organs, aging severely impaired gene expression networks in functional endocrine cells, accompanied by enhanced immune infiltration and unfolded protein response (UPR). Mechanism investigations showed that expanded aging-associated exhausted T cells activated MHC-I-UPR axis across functional endocrine cells by releasing GZMK. The inhibition of GZMK receptors by small chemical molecules counteracted the UPR and senescence, suggesting the immune infiltration is a possible driver of endocrine aging. Machine learning identified CD59 as a novel aging feature in sex-shared functional endocrine cells. For two sex-specific endocrine organs, both aged ovaries and testes showed enhanced immune responses. Meanwhile, cell-type-specific aging-associated transcriptional changes revealed an enhanced ROS mainly in aged theca cells of ovaries, while aged spermatogonia in testes showed impaired DNA repair. This study provides a comprehensive analysis of endocrine system aging at single-cell resolution, offering profound insights into mechanisms of endocrine aging.
{"title":"A single-cell transcriptomic landscape characterizes the endocrine system aging in the mouse.","authors":"Ran Wei, Zhehao Du, Jue Wang, Jinlong Bi, Wencong Lyu, Haochen Wang, Jianuo He, Fanju Meng, Lijun Zhang, Chao Zhang, Chen Zhang, Wei Tao","doi":"10.1093/procel/pwaf074","DOIUrl":"10.1093/procel/pwaf074","url":null,"abstract":"<p><p>The endocrine system is crucial for maintaining overall homeostasis. However, its cellular signatures have not been elucidated during aging. Here, we conducted the first-ever single-cell transcriptomic profiles from eight endocrine organs in young and aged mice, revealing the activation of cell-type-specific aging pathways, such as loss of proteostasis, genomic instability and reactive oxygen species (ROS). Among six sex-shared endocrine organs, aging severely impaired gene expression networks in functional endocrine cells, accompanied by enhanced immune infiltration and unfolded protein response (UPR). Mechanism investigations showed that expanded aging-associated exhausted T cells activated MHC-I-UPR axis across functional endocrine cells by releasing GZMK. The inhibition of GZMK receptors by small chemical molecules counteracted the UPR and senescence, suggesting the immune infiltration is a possible driver of endocrine aging. Machine learning identified CD59 as a novel aging feature in sex-shared functional endocrine cells. For two sex-specific endocrine organs, both aged ovaries and testes showed enhanced immune responses. Meanwhile, cell-type-specific aging-associated transcriptional changes revealed an enhanced ROS mainly in aged theca cells of ovaries, while aged spermatogonia in testes showed impaired DNA repair. This study provides a comprehensive analysis of endocrine system aging at single-cell resolution, offering profound insights into mechanisms of endocrine aging.</p>","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":" ","pages":"27-45"},"PeriodicalIF":12.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144966365","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}
Respiratory syncytial virus (RSV) exploits host proteases to enhance its replication efficiency; however, the precise mechanisms remain unclear. Through high-throughput screening, we identified four matrix metalloproteinase 9 (MMP-9) inhibitors (including JNJ0966 and doxycycline hyclate) that suppress RSV infection in vitro and in vivo. Mechanistic studies revealed a proteolytic cascade wherein MMP-9 cleaves transglutaminase 2 (TGM2) at the PVP375↓VR site, generating an N-terminal fragment (1-375) that activates its protein disulfide isomerase (PDI) activity. This TGM2-dependent PDI activity catalyzes disulfide bond rearrangement in the RSV fusion glycoprotein (F), enabling F protein maturation, a prerequisite for membrane fusion and syncytium formation-key processes driving late-stage viral propagation. Genetic ablation of MMP-9 significantly attenuated RSV infectivity, while pharmacological inhibition reduced pulmonary viral loads and mitigated lung pathology in infected mice. Our study defines a unified MMP-9→TGM2→F axis as the core mechanism driving RSV replication and validates MMP-9 as a therapeutic target.
{"title":"MMP-9 regulates disulphide isomerase activity of TGM2 to enhance fusion glycoprotein-mediated syncytium formation of respiratory syncytial virus.","authors":"Bao Xue, Anqi Zhou, Yihang Zhong, Yuhan Mao, Ran Peng, Yuhang Chen, Jiayi Zhong, Junjun Liu, Yuan Zhou, Yuying Fang, Wei Zhang, Jielin Tang, Wei Peng, Jia Liu, Qi Yang, Xinwen Chen","doi":"10.1093/procel/pwaf063","DOIUrl":"10.1093/procel/pwaf063","url":null,"abstract":"<p><p>Respiratory syncytial virus (RSV) exploits host proteases to enhance its replication efficiency; however, the precise mechanisms remain unclear. Through high-throughput screening, we identified four matrix metalloproteinase 9 (MMP-9) inhibitors (including JNJ0966 and doxycycline hyclate) that suppress RSV infection in vitro and in vivo. Mechanistic studies revealed a proteolytic cascade wherein MMP-9 cleaves transglutaminase 2 (TGM2) at the PVP375↓VR site, generating an N-terminal fragment (1-375) that activates its protein disulfide isomerase (PDI) activity. This TGM2-dependent PDI activity catalyzes disulfide bond rearrangement in the RSV fusion glycoprotein (F), enabling F protein maturation, a prerequisite for membrane fusion and syncytium formation-key processes driving late-stage viral propagation. Genetic ablation of MMP-9 significantly attenuated RSV infectivity, while pharmacological inhibition reduced pulmonary viral loads and mitigated lung pathology in infected mice. Our study defines a unified MMP-9→TGM2→F axis as the core mechanism driving RSV replication and validates MMP-9 as a therapeutic target.</p>","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":" ","pages":"59-76"},"PeriodicalIF":12.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144848529","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":"Correction to: Genome-wide CRISPR screen identifies synthetic lethality between DOCK1 inhibition and metformin in liver cancer.","authors":"","doi":"10.1093/procel/pwaf036","DOIUrl":"10.1093/procel/pwaf036","url":null,"abstract":"","PeriodicalId":20790,"journal":{"name":"Protein & Cell","volume":" ","pages":"89"},"PeriodicalIF":12.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144226486","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}