Pub Date : 2025-03-18DOI: 10.1158/0008-5472.can-24-3023
Xiaodi Qin, Siri H. Strand, Marissa R. Lee, Aashrith Saraswathibhatla, David G.P. van IJzendoorn, ChunFang Zhu, Sujay Vennam, Sushama Varma, Allison Hall, Rachel E. Factor, Lorraine King, Lunden Simpson, Xiaoke Luo, Graham A. Colditz, Shu Jiang, Ovijit Chaudhuri, E. Shelley Hwang, Jeffrey R. Marks, Kouros Owzar, Robert B. West
Ductal carcinoma in situ (DCIS) is a risk factor for subsequent invasive breast cancer. To identify events in DCIS that lead to invasive cancer, we performed single-cell RNA-sequencing (scRNA-seq) on DCIS lesions and matched normal breast tissue. Inferred copy number variation (CNV) was used to identify neoplastic epithelial cells from clinical specimens, which contained a mixture of DCIS and normal ducts. Phylogenetic analysis demonstrated intratumoral clonal heterogeneity that was associated with significant gene expression differences. Classification of epithelial cells into mammary cell states revealed that subclones contained a mixture of cell states, suggesting an ongoing pattern of differentiation after neoplastic transformation. Cell state proportions were significantly different based on estrogen receptor (ER) expression with ER-negative DCIS more closely resembling the distribution in the normal breast, particularly with respect to cells with basal characteristics. Specific alterations in cell state proportions were associated with progression to invasive cancer in a cohort of DCIS with longitudinal outcome. Ongoing transcription of key basement membrane (BM) genes occurred in specific subsets of epithelial cell states, including basal/myoepithelial, which are diminished in DCIS. In the transition to invasive breast cancer, the BM protein laminin, but not COL4, was altered in DCIS adjacent to invasion. Loss of COL4, but not laminin, in an in vitro DCIS model led to an invasive phenotype. These findings suggest that the process of invasion is a loss-of-function event due to an imbalance in critical cell populations essential for BM integrity rather than a gain of an invasive phenotype by neoplastic cells.
{"title":"Single Cell Expression Analysis of Ductal Carcinoma in Situ Identifies Complex Genotypic-Phenotypic Relationships Altering Epithelial Composition","authors":"Xiaodi Qin, Siri H. Strand, Marissa R. Lee, Aashrith Saraswathibhatla, David G.P. van IJzendoorn, ChunFang Zhu, Sujay Vennam, Sushama Varma, Allison Hall, Rachel E. Factor, Lorraine King, Lunden Simpson, Xiaoke Luo, Graham A. Colditz, Shu Jiang, Ovijit Chaudhuri, E. Shelley Hwang, Jeffrey R. Marks, Kouros Owzar, Robert B. West","doi":"10.1158/0008-5472.can-24-3023","DOIUrl":"https://doi.org/10.1158/0008-5472.can-24-3023","url":null,"abstract":"Ductal carcinoma in situ (DCIS) is a risk factor for subsequent invasive breast cancer. To identify events in DCIS that lead to invasive cancer, we performed single-cell RNA-sequencing (scRNA-seq) on DCIS lesions and matched normal breast tissue. Inferred copy number variation (CNV) was used to identify neoplastic epithelial cells from clinical specimens, which contained a mixture of DCIS and normal ducts. Phylogenetic analysis demonstrated intratumoral clonal heterogeneity that was associated with significant gene expression differences. Classification of epithelial cells into mammary cell states revealed that subclones contained a mixture of cell states, suggesting an ongoing pattern of differentiation after neoplastic transformation. Cell state proportions were significantly different based on estrogen receptor (ER) expression with ER-negative DCIS more closely resembling the distribution in the normal breast, particularly with respect to cells with basal characteristics. Specific alterations in cell state proportions were associated with progression to invasive cancer in a cohort of DCIS with longitudinal outcome. Ongoing transcription of key basement membrane (BM) genes occurred in specific subsets of epithelial cell states, including basal/myoepithelial, which are diminished in DCIS. In the transition to invasive breast cancer, the BM protein laminin, but not COL4, was altered in DCIS adjacent to invasion. Loss of COL4, but not laminin, in an in vitro DCIS model led to an invasive phenotype. These findings suggest that the process of invasion is a loss-of-function event due to an imbalance in critical cell populations essential for BM integrity rather than a gain of an invasive phenotype by neoplastic cells.","PeriodicalId":9441,"journal":{"name":"Cancer research","volume":"17 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143653420","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-18DOI: 10.1158/0008-5472.can-24-2553
Jing Zeng, Zhengjun Lin, Xianghong Zhang, Tao Zheng, Haodong Xu, Tang Liu
Neoantigens represent a class of antigens within tumor microenvironments that arise from diverse somatic mutations and aberrations specific to tumorigenesis, holding substantial promise for advancing tumor immunotherapy. However, only a subset of neoantigens effectively elicits anti-tumor immune responses, and the specific neoantigens recognized by individual T cell receptors (TCRs) remain incompletely characterized. Therefore, substantial research has focused on screening immunogenic neoantigens, mainly through their major histocompatibility complex (MHC) presentation and TCR recognition specificity. Given the resource-intensiveness and inefficiency of experimental validation, predictive models based on artificial intelligence (AI) have gradually become mainstream methods to discover immunogenic neoantigens. Here, we provided a comprehensive summary of current AI methodologies for predicting neoantigens, with a particular focus on their capability to model peptide-MHC (pMHC) and pMHC-TCR binding. Furthermore, a thorough benchmarking analysis was conducted to assess the performance of antigen presentation predictors for scoring the immunogenicity of neoantigens. AI models have potential applications in the treatment of clinical diseases, although several limitations must first be overcome to realize their full potential. Anticipated advancements in data accessibility, algorithmic refinement, platform enhancement, and comprehensive validation of immune processes are poised to enhance the precision and utility of neoantigen prediction methodologies.
{"title":"Leveraging artificial intelligence for neoantigen prediction","authors":"Jing Zeng, Zhengjun Lin, Xianghong Zhang, Tao Zheng, Haodong Xu, Tang Liu","doi":"10.1158/0008-5472.can-24-2553","DOIUrl":"https://doi.org/10.1158/0008-5472.can-24-2553","url":null,"abstract":"Neoantigens represent a class of antigens within tumor microenvironments that arise from diverse somatic mutations and aberrations specific to tumorigenesis, holding substantial promise for advancing tumor immunotherapy. However, only a subset of neoantigens effectively elicits anti-tumor immune responses, and the specific neoantigens recognized by individual T cell receptors (TCRs) remain incompletely characterized. Therefore, substantial research has focused on screening immunogenic neoantigens, mainly through their major histocompatibility complex (MHC) presentation and TCR recognition specificity. Given the resource-intensiveness and inefficiency of experimental validation, predictive models based on artificial intelligence (AI) have gradually become mainstream methods to discover immunogenic neoantigens. Here, we provided a comprehensive summary of current AI methodologies for predicting neoantigens, with a particular focus on their capability to model peptide-MHC (pMHC) and pMHC-TCR binding. Furthermore, a thorough benchmarking analysis was conducted to assess the performance of antigen presentation predictors for scoring the immunogenicity of neoantigens. AI models have potential applications in the treatment of clinical diseases, although several limitations must first be overcome to realize their full potential. Anticipated advancements in data accessibility, algorithmic refinement, platform enhancement, and comprehensive validation of immune processes are poised to enhance the precision and utility of neoantigen prediction methodologies.","PeriodicalId":9441,"journal":{"name":"Cancer research","volume":"13 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143653415","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-14DOI: 10.1158/0008-5472.CAN-24-3281
Erik S Blomain, Shaghayegh Soudi, Ziwei Wang, Anish Somani, Ajay Subramanian, Serey C L Nouth, Eniola Oladipo, Christin New, Deborah E Kenney, Neda Nemat-Gorgani, Thomas Kindler, Raffi S Avedian, Robert J Steffner, David G Mohler, Susan M Hiniker, Alexander L Chin, Anusha Kalbasi, Michael S Binkley, Marius Fried, Matthias M Gaida, Matt van de Rijn, Everett J Moding
Radiotherapy is an integral component in the treatment of many types of cancer, with approximately half of patients with cancer receiving radiotherapy. Systemic therapy applies pressure that can select for resistant tumor subpopulations, underscoring the importance of understanding how radiation impacts tumor evolution to improve treatment outcomes. We integrated temporal genomic profiling of 120 spatially distinct tumor regions from 20 patients with undifferentiated pleomorphic sarcomas (UPS), longitudinal circulating tumor DNA analysis, and evolutionary biology computational pipelines to study UPS evolution during tumorigenesis and in response to radiotherapy. Most unirradiated UPSs displayed initial linear evolution, followed by subsequent branching evolution with distinct mutational processes during early and late development. Metrics of genetic divergence between regions provided evidence of strong selection pressures during UPS development that further increased during radiotherapy. Subclone abundance changed after radiotherapy with subclone contraction tied to alterations in calcium signaling, and inhibiting calcium transporters radiosensitized sarcoma cells. Finally, circulating tumor DNA analysis accurately measured subclone abundance and enabled noninvasive monitoring of subclonal changes. These results demonstrate that radiation exerts selective pressures on UPSs and suggest that targeting radioresistant subclonal populations could improve outcomes after radiotherapy. Significance: Radiotherapy mediates tumor evolution by leading to the expansion of resistant subclonal cancer cell populations, indicating that developing approaches to target resistant subclones will be crucial to improve radiotherapy response.
{"title":"Evolutionary Pressures Shape Undifferentiated Pleomorphic Sarcoma Development and Radiotherapy Response.","authors":"Erik S Blomain, Shaghayegh Soudi, Ziwei Wang, Anish Somani, Ajay Subramanian, Serey C L Nouth, Eniola Oladipo, Christin New, Deborah E Kenney, Neda Nemat-Gorgani, Thomas Kindler, Raffi S Avedian, Robert J Steffner, David G Mohler, Susan M Hiniker, Alexander L Chin, Anusha Kalbasi, Michael S Binkley, Marius Fried, Matthias M Gaida, Matt van de Rijn, Everett J Moding","doi":"10.1158/0008-5472.CAN-24-3281","DOIUrl":"10.1158/0008-5472.CAN-24-3281","url":null,"abstract":"<p><p>Radiotherapy is an integral component in the treatment of many types of cancer, with approximately half of patients with cancer receiving radiotherapy. Systemic therapy applies pressure that can select for resistant tumor subpopulations, underscoring the importance of understanding how radiation impacts tumor evolution to improve treatment outcomes. We integrated temporal genomic profiling of 120 spatially distinct tumor regions from 20 patients with undifferentiated pleomorphic sarcomas (UPS), longitudinal circulating tumor DNA analysis, and evolutionary biology computational pipelines to study UPS evolution during tumorigenesis and in response to radiotherapy. Most unirradiated UPSs displayed initial linear evolution, followed by subsequent branching evolution with distinct mutational processes during early and late development. Metrics of genetic divergence between regions provided evidence of strong selection pressures during UPS development that further increased during radiotherapy. Subclone abundance changed after radiotherapy with subclone contraction tied to alterations in calcium signaling, and inhibiting calcium transporters radiosensitized sarcoma cells. Finally, circulating tumor DNA analysis accurately measured subclone abundance and enabled noninvasive monitoring of subclonal changes. These results demonstrate that radiation exerts selective pressures on UPSs and suggest that targeting radioresistant subclonal populations could improve outcomes after radiotherapy. Significance: Radiotherapy mediates tumor evolution by leading to the expansion of resistant subclonal cancer cell populations, indicating that developing approaches to target resistant subclones will be crucial to improve radiotherapy response.</p>","PeriodicalId":9441,"journal":{"name":"Cancer research","volume":" ","pages":"1162-1174"},"PeriodicalIF":12.5,"publicationDate":"2025-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142977280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-14DOI: 10.1158/0008-5472.CAN-24-1271
Lin Gao, Jingyi Huang, Jinquan Xia, Pan Zhao, Shaowei Dong, Wei Jiang, Qianqian Zhou, Zhenglei Xu, Hui Luo, Wenbin Zhou, Jichao Sun, Guangsuo Wang, Qingshan Geng, Jigang Wang, Chang Zou
In most solid tumors, cellular energy metabolism is primarily dominated by aerobic glycolysis, which fulfills the high demand for biomacromolecules at the expense of reduced ATP production efficiency. Elucidation of the mechanisms by which rapidly proliferating malignant cells acquire sufficient energy in this state of inefficient ATP production from glycolysis could enable the development of metabolism-targeted therapeutic strategies. In this study, we observed a significant association between elevated expression levels of the long noncoding RNA small nuclear RNA host gene 17 (SNHG17) and unfavorable prognosis in breast cancer. SNHG17 promoted breast cancer cell proliferation by augmenting mitochondrial ATP production. Mechanistically, SNHG17 directly interacted with the P65 subunit of NF-κB and phosphorylated P65 at the threonine 505 site. SNHG17 bound to P65 at its truncated loop2 site, recruited P65 to mitochondria, and coregulated the transcriptional activation of mitochondrial DNA to promote ATP production. Accordingly, targeting SNHG17 with an antisense oligonucleotide significantly reduced breast cancer tumor growth both in vitro and in vivo. Overall, these results established a role for SNHG17 in promoting breast cancer progression by increasing ATP production and provided insights into the reprogramming of energy metabolism in solid tumors. Significance: SNHG17 cooperates with NF-κB to induce expression of mitochondrial DNA and boost ATP production in breast cancer, suggesting that targeting SNHG17 could reverse metabolic reprogramming to suppress tumor progression.
{"title":"SNHG17 Reprograms Energy Metabolism of Breast Cancer by Activating Mitochondrial DNA Transcription.","authors":"Lin Gao, Jingyi Huang, Jinquan Xia, Pan Zhao, Shaowei Dong, Wei Jiang, Qianqian Zhou, Zhenglei Xu, Hui Luo, Wenbin Zhou, Jichao Sun, Guangsuo Wang, Qingshan Geng, Jigang Wang, Chang Zou","doi":"10.1158/0008-5472.CAN-24-1271","DOIUrl":"10.1158/0008-5472.CAN-24-1271","url":null,"abstract":"<p><p>In most solid tumors, cellular energy metabolism is primarily dominated by aerobic glycolysis, which fulfills the high demand for biomacromolecules at the expense of reduced ATP production efficiency. Elucidation of the mechanisms by which rapidly proliferating malignant cells acquire sufficient energy in this state of inefficient ATP production from glycolysis could enable the development of metabolism-targeted therapeutic strategies. In this study, we observed a significant association between elevated expression levels of the long noncoding RNA small nuclear RNA host gene 17 (SNHG17) and unfavorable prognosis in breast cancer. SNHG17 promoted breast cancer cell proliferation by augmenting mitochondrial ATP production. Mechanistically, SNHG17 directly interacted with the P65 subunit of NF-κB and phosphorylated P65 at the threonine 505 site. SNHG17 bound to P65 at its truncated loop2 site, recruited P65 to mitochondria, and coregulated the transcriptional activation of mitochondrial DNA to promote ATP production. Accordingly, targeting SNHG17 with an antisense oligonucleotide significantly reduced breast cancer tumor growth both in vitro and in vivo. Overall, these results established a role for SNHG17 in promoting breast cancer progression by increasing ATP production and provided insights into the reprogramming of energy metabolism in solid tumors. Significance: SNHG17 cooperates with NF-κB to induce expression of mitochondrial DNA and boost ATP production in breast cancer, suggesting that targeting SNHG17 could reverse metabolic reprogramming to suppress tumor progression.</p>","PeriodicalId":9441,"journal":{"name":"Cancer research","volume":" ","pages":"1097-1112"},"PeriodicalIF":12.5,"publicationDate":"2025-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143000883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-14DOI: 10.1158/0008-5472.CAN-25-0356
Junghee Lim, Giyong Jang, Seeun Kang, Guewha Lee, Do Thi Thuy Nga, Do Thi Lan Phuong, Hyuncheol Kim, Wael El-Rifai, H Earl Ruley, Daewoong Jo
{"title":"Retraction: Cell-Permeable NM23 Blocks the Maintenance and Progression of Established Pulmonary Metastasis.","authors":"Junghee Lim, Giyong Jang, Seeun Kang, Guewha Lee, Do Thi Thuy Nga, Do Thi Lan Phuong, Hyuncheol Kim, Wael El-Rifai, H Earl Ruley, Daewoong Jo","doi":"10.1158/0008-5472.CAN-25-0356","DOIUrl":"https://doi.org/10.1158/0008-5472.CAN-25-0356","url":null,"abstract":"","PeriodicalId":9441,"journal":{"name":"Cancer research","volume":"85 6","pages":"1175"},"PeriodicalIF":12.5,"publicationDate":"2025-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143623746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-14DOI: 10.1158/0008-5472.CAN-24-1507
Bethel Tesfai Embaie, Hirak Sarkar, Adele M Alchahin, Jörg Otte, Thale Kristin Olsen, Conny Tümmler, Polina Kameneva, Artem V Artemov, Natalia Akkuratova, Igor Adameyko, Jan-Bernd Stukenborg, Malin Wickström, Per Kogner, John Inge Johnsen, Shenglin Mei, Peter V Kharchenko, Ninib Baryawno
Transgenic mice and organoid models, such as three-dimensional tumoroid cultures, have emerged as powerful tools for investigating cancer development and targeted therapies. Yet, the extent to which these preclinical models recapitulate the cellular identity of heterogeneous malignancies, like neuroblastoma, remains to be validated. In this study, we characterized the transcriptional landscape of TH-MYCN tumors by single-cell RNA sequencing and developed ex vivo tumoroids. Integrated analysis with murine fetal adrenal samples confirmed that both TH-MYCN tumors and tumoroids closely mirror the cellular profiles of normal embryonic sympathoblasts and chromaffin cells. Comprehensive comparison between tumors from patients with neuroblastoma and TH-MYCN mice demonstrated similarities in adrenergic tumor cell composition. Ex vivo tumoroid cultures displayed histologic resemblance and shared transcriptional profiles with the originating TH-MYCN tumors and human neuroblastoma tumors. Importantly, subpopulations within tumoroids exhibited gene expression associated with poor survival of patients with neuroblastoma. Notably, recurrent observations of a low-proliferative chromaffin phenotype connected to the highly proliferative sympathetic phenotype suggested that pushing sympathoblasts into a chromaffin-like state may offer an interesting therapeutic strategy for neuroblastoma. Together, this study not only deepens our understanding of a widely used transgenic mouse neuroblastoma model but also introduces an ex vivo model that maintains critical adrenergic cell state identity, thereby enhancing its translational potential for neuroblastoma research. Significance: Transgenic mouse models and ex vivo tumoroids, characterized through single-cell RNA sequencing, faithfully recapitulate neuroblastoma cellular identity, offering a useful platform for investigating potential therapeutic strategies.
{"title":"Comparative Single-Cell Transcriptomics of Human Neuroblastoma and Preclinical Models Reveals Conservation of an Adrenergic Cell State.","authors":"Bethel Tesfai Embaie, Hirak Sarkar, Adele M Alchahin, Jörg Otte, Thale Kristin Olsen, Conny Tümmler, Polina Kameneva, Artem V Artemov, Natalia Akkuratova, Igor Adameyko, Jan-Bernd Stukenborg, Malin Wickström, Per Kogner, John Inge Johnsen, Shenglin Mei, Peter V Kharchenko, Ninib Baryawno","doi":"10.1158/0008-5472.CAN-24-1507","DOIUrl":"10.1158/0008-5472.CAN-24-1507","url":null,"abstract":"<p><p>Transgenic mice and organoid models, such as three-dimensional tumoroid cultures, have emerged as powerful tools for investigating cancer development and targeted therapies. Yet, the extent to which these preclinical models recapitulate the cellular identity of heterogeneous malignancies, like neuroblastoma, remains to be validated. In this study, we characterized the transcriptional landscape of TH-MYCN tumors by single-cell RNA sequencing and developed ex vivo tumoroids. Integrated analysis with murine fetal adrenal samples confirmed that both TH-MYCN tumors and tumoroids closely mirror the cellular profiles of normal embryonic sympathoblasts and chromaffin cells. Comprehensive comparison between tumors from patients with neuroblastoma and TH-MYCN mice demonstrated similarities in adrenergic tumor cell composition. Ex vivo tumoroid cultures displayed histologic resemblance and shared transcriptional profiles with the originating TH-MYCN tumors and human neuroblastoma tumors. Importantly, subpopulations within tumoroids exhibited gene expression associated with poor survival of patients with neuroblastoma. Notably, recurrent observations of a low-proliferative chromaffin phenotype connected to the highly proliferative sympathetic phenotype suggested that pushing sympathoblasts into a chromaffin-like state may offer an interesting therapeutic strategy for neuroblastoma. Together, this study not only deepens our understanding of a widely used transgenic mouse neuroblastoma model but also introduces an ex vivo model that maintains critical adrenergic cell state identity, thereby enhancing its translational potential for neuroblastoma research. Significance: Transgenic mouse models and ex vivo tumoroids, characterized through single-cell RNA sequencing, faithfully recapitulate neuroblastoma cellular identity, offering a useful platform for investigating potential therapeutic strategies.</p>","PeriodicalId":9441,"journal":{"name":"Cancer research","volume":" ","pages":"1015-1034"},"PeriodicalIF":12.5,"publicationDate":"2025-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11907193/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142977279","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-14DOI: 10.1158/0008-5472.CAN-24-0744
Bharti Garg, Sohini Khan, Asimina S Courelli, Ponmathi Panneerpandian, Deepa Sheik Pran Babu, Evangeline S Mose, Kevin Christian Montecillo Gulay, Shweta Sharma, Divya Sood, Alexander T Wenzel, Alexei Martsinkovskiy, Nirakar Rajbhandari, Jay Patel, Dawn Jaquish, Edgar Esparza, Katelin Jaque, Neetu Aggarwal, Guillem Lambies, Anthony D'Ippolito, Kathryn Austgen, Brian Johnston, David A Orlando, Gun Ho Jang, Steven Gallinger, Elliot Goodfellow, Pnina Brodt, Cosimo Commisso, Pablo Tamayo, Jill P Mesirov, Hervé Tiriac, Andrew M Lowy
Pancreatic ductal adenocarcinoma (PDAC) remains one of the deadliest solid cancers; thus, identifying more effective therapies is a major unmet need. In this study, we characterized the super-enhancer (SE) landscape of human PDAC to identify drivers of the disease that might be targetable. This analysis revealed MICAL2 as an SE-associated gene in human PDAC, which encodes the flavin monooxygenase enzyme that induces actin depolymerization and indirectly promotes serum response factor transcription by modulating the availability of serum response factor coactivators such as myocardin-related transcription factors (MRTF-A and MRTF-B). MICAL2 was overexpressed in PDAC, and high-MICAL2 expression correlated with poor patient prognosis. Transcriptional analysis revealed that MICAL2 upregulates KRAS and epithelial-mesenchymal transition signaling pathways, contributing to tumor growth and metastasis. In loss- and gain-of-function experiments in human and mouse PDAC cells, MICAL2 promoted both ERK1/2 and AKT activation. Consistent with its role in actin depolymerization and KRAS signaling, loss of MICAL2 also inhibited macropinocytosis. MICAL2, MRTF-A, and MRTF-B influenced PDAC cell proliferation and migration and promoted cell-cycle progression in vitro. Importantly, MICAL2 supported in vivo tumor growth and metastasis. Interestingly, MRTF-B, but not MRTF-A, phenocopied MICAL2-driven phenotypes in vivo. This study highlights the multiple ways in which MICAL2 affects PDAC biology and provides a foundation for future investigations into the potential of targeting MICAL2 for therapeutic intervention. Significance: Characterization of the epigenomic landscape of pancreatic cancer to identify early drivers of tumorigenesis uncovered MICAL2 as a super-enhancer-associated gene critical for tumor progression that represents a potential pharmacologic target.
{"title":"MICAL2 Promotes Pancreatic Cancer Growth and Metastasis.","authors":"Bharti Garg, Sohini Khan, Asimina S Courelli, Ponmathi Panneerpandian, Deepa Sheik Pran Babu, Evangeline S Mose, Kevin Christian Montecillo Gulay, Shweta Sharma, Divya Sood, Alexander T Wenzel, Alexei Martsinkovskiy, Nirakar Rajbhandari, Jay Patel, Dawn Jaquish, Edgar Esparza, Katelin Jaque, Neetu Aggarwal, Guillem Lambies, Anthony D'Ippolito, Kathryn Austgen, Brian Johnston, David A Orlando, Gun Ho Jang, Steven Gallinger, Elliot Goodfellow, Pnina Brodt, Cosimo Commisso, Pablo Tamayo, Jill P Mesirov, Hervé Tiriac, Andrew M Lowy","doi":"10.1158/0008-5472.CAN-24-0744","DOIUrl":"10.1158/0008-5472.CAN-24-0744","url":null,"abstract":"<p><p>Pancreatic ductal adenocarcinoma (PDAC) remains one of the deadliest solid cancers; thus, identifying more effective therapies is a major unmet need. In this study, we characterized the super-enhancer (SE) landscape of human PDAC to identify drivers of the disease that might be targetable. This analysis revealed MICAL2 as an SE-associated gene in human PDAC, which encodes the flavin monooxygenase enzyme that induces actin depolymerization and indirectly promotes serum response factor transcription by modulating the availability of serum response factor coactivators such as myocardin-related transcription factors (MRTF-A and MRTF-B). MICAL2 was overexpressed in PDAC, and high-MICAL2 expression correlated with poor patient prognosis. Transcriptional analysis revealed that MICAL2 upregulates KRAS and epithelial-mesenchymal transition signaling pathways, contributing to tumor growth and metastasis. In loss- and gain-of-function experiments in human and mouse PDAC cells, MICAL2 promoted both ERK1/2 and AKT activation. Consistent with its role in actin depolymerization and KRAS signaling, loss of MICAL2 also inhibited macropinocytosis. MICAL2, MRTF-A, and MRTF-B influenced PDAC cell proliferation and migration and promoted cell-cycle progression in vitro. Importantly, MICAL2 supported in vivo tumor growth and metastasis. Interestingly, MRTF-B, but not MRTF-A, phenocopied MICAL2-driven phenotypes in vivo. This study highlights the multiple ways in which MICAL2 affects PDAC biology and provides a foundation for future investigations into the potential of targeting MICAL2 for therapeutic intervention. Significance: Characterization of the epigenomic landscape of pancreatic cancer to identify early drivers of tumorigenesis uncovered MICAL2 as a super-enhancer-associated gene critical for tumor progression that represents a potential pharmacologic target.</p>","PeriodicalId":9441,"journal":{"name":"Cancer research","volume":" ","pages":"1049-1063"},"PeriodicalIF":12.5,"publicationDate":"2025-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11907191/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142913806","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-13DOI: 10.1158/0008-5472.can-24-2054
Yawen Wang, Ismail M. Meraz, Md Qudratullah, Sasikumar Kotagiri, Yanyan Han, Yuanxin Xi, Jing Wang, Kadir C. Akdemir, Jack A. Roth, Yonathan Lissanu
Cancer genomic studies have identified frequent alterations in genes encoding components of the SWI/SNF chromatin remodeling complex, including SMARCA4 and ARID1A. Importantly, clinical reports indicate that SMARCA4-mutant lung cancers respond poorly to immunotherapy and have dismal prognosis. Here, we corroborated the clinical findings by using immune-humanized, syngeneic, and genetically engineered mouse models of lung cancer harboring SMARCA4 deficiency. Specifically, models with SMARCA4 loss showed decreased response to anti-PD1 immunotherapy associated with significantly reduced infiltration of dendritic cells and CD4+ T cells into the tumor microenvironment. SMARCA4 loss in tumor cells led to profound downregulation of STING1, IL1B, and other components of the innate immune system, as well as inflammatory cytokines that are required for efficient recruitment and activity of immune cells. The deregulation of gene expression was caused by cancer cell-intrinsic reprogramming of the enhancer landscape with marked loss of chromatin accessibility at enhancers of genes involved in innate immune response, such as STING1, IL1B, type I interferon, and inflammatory cytokines. Interestingly, the transcription factor NF-κB binding motif was enriched in enhancers that lose accessibility upon SMARCA4 deficiency. Furthermore, SMARCA4 and NF-κB co-occupied the same genomic loci on enhancers associated with STING1 and IFNB1, indicating a functional interplay between SMARCA4 and NF-κB. Taken together, these findings provide the mechanistic basis for the poor response of SMARCA4-mutant tumors to immunotherapy and establish a functional link between SMARCA4 and NF-κB in innate immune and inflammatory gene expression regulation.
{"title":"Mutation of SMARCA4 Induces Cancer Cell-Intrinsic Defects in the Enhancer Landscape and Resistance to Immunotherapy","authors":"Yawen Wang, Ismail M. Meraz, Md Qudratullah, Sasikumar Kotagiri, Yanyan Han, Yuanxin Xi, Jing Wang, Kadir C. Akdemir, Jack A. Roth, Yonathan Lissanu","doi":"10.1158/0008-5472.can-24-2054","DOIUrl":"https://doi.org/10.1158/0008-5472.can-24-2054","url":null,"abstract":"Cancer genomic studies have identified frequent alterations in genes encoding components of the SWI/SNF chromatin remodeling complex, including SMARCA4 and ARID1A. Importantly, clinical reports indicate that SMARCA4-mutant lung cancers respond poorly to immunotherapy and have dismal prognosis. Here, we corroborated the clinical findings by using immune-humanized, syngeneic, and genetically engineered mouse models of lung cancer harboring SMARCA4 deficiency. Specifically, models with SMARCA4 loss showed decreased response to anti-PD1 immunotherapy associated with significantly reduced infiltration of dendritic cells and CD4+ T cells into the tumor microenvironment. SMARCA4 loss in tumor cells led to profound downregulation of STING1, IL1B, and other components of the innate immune system, as well as inflammatory cytokines that are required for efficient recruitment and activity of immune cells. The deregulation of gene expression was caused by cancer cell-intrinsic reprogramming of the enhancer landscape with marked loss of chromatin accessibility at enhancers of genes involved in innate immune response, such as STING1, IL1B, type I interferon, and inflammatory cytokines. Interestingly, the transcription factor NF-κB binding motif was enriched in enhancers that lose accessibility upon SMARCA4 deficiency. Furthermore, SMARCA4 and NF-κB co-occupied the same genomic loci on enhancers associated with STING1 and IFNB1, indicating a functional interplay between SMARCA4 and NF-κB. Taken together, these findings provide the mechanistic basis for the poor response of SMARCA4-mutant tumors to immunotherapy and establish a functional link between SMARCA4 and NF-κB in innate immune and inflammatory gene expression regulation.","PeriodicalId":9441,"journal":{"name":"Cancer research","volume":"183 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2025-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143618440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-13DOI: 10.1158/0008-5472.can-24-2117
Min Zhou, Zihao Wu, Fen Wei, Chen Duan, Xiaoying Lin, Waiyi Zou, Chang Liu, Jingxuan Pan, Yanli Jin
The development of BCR-ABL tyrosine kinase inhibitors (TKIs) has revolutionized disease management of chronic myeloid leukemia (CML). However, the persistence of leukemia stem cells (LSCs) remains a major barrier to curing CML, highlighting the urgent need to identify the regulators supporting LSCs. In this study, we validated the critical role of the histone methyltransferase SET and MYND domain containing 3 (SMYD3) in the maintenance of LSCs in CML. SMYD3 was overexpressed in CML LSCs and enhanced the survival and self-renewal properties of human primary CD34+ CML cells. Loss of SMYD3 blocked leukemogenesis and impaired the self-renewal and disease reconstitution abilities of LSCs in mice without affecting normal hematopoiesis. SMYD3 stimulated fatty acid β-oxidation (FAO) in LSCs by activating the FABP5/PPARD/CPT1A signaling axis in a methyltransferase activity-dependent manner. Blocking CPT1A-mediated FAO reduced the function of human CML LSCs in vitro and depleted LSCs in vivo. These findings shed light on the role of histone lysine methylation-mediated FAO in the maintenance of LSCs and suggest that SMYD3 may serve as a therapeutic target for treating patients with CML.
{"title":"SMYD3 Activates Fatty Acid β-oxidation to Promote Self-Renewal of Leukemia Stem Cells","authors":"Min Zhou, Zihao Wu, Fen Wei, Chen Duan, Xiaoying Lin, Waiyi Zou, Chang Liu, Jingxuan Pan, Yanli Jin","doi":"10.1158/0008-5472.can-24-2117","DOIUrl":"https://doi.org/10.1158/0008-5472.can-24-2117","url":null,"abstract":"The development of BCR-ABL tyrosine kinase inhibitors (TKIs) has revolutionized disease management of chronic myeloid leukemia (CML). However, the persistence of leukemia stem cells (LSCs) remains a major barrier to curing CML, highlighting the urgent need to identify the regulators supporting LSCs. In this study, we validated the critical role of the histone methyltransferase SET and MYND domain containing 3 (SMYD3) in the maintenance of LSCs in CML. SMYD3 was overexpressed in CML LSCs and enhanced the survival and self-renewal properties of human primary CD34+ CML cells. Loss of SMYD3 blocked leukemogenesis and impaired the self-renewal and disease reconstitution abilities of LSCs in mice without affecting normal hematopoiesis. SMYD3 stimulated fatty acid β-oxidation (FAO) in LSCs by activating the FABP5/PPARD/CPT1A signaling axis in a methyltransferase activity-dependent manner. Blocking CPT1A-mediated FAO reduced the function of human CML LSCs in vitro and depleted LSCs in vivo. These findings shed light on the role of histone lysine methylation-mediated FAO in the maintenance of LSCs and suggest that SMYD3 may serve as a therapeutic target for treating patients with CML.","PeriodicalId":9441,"journal":{"name":"Cancer research","volume":"213 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2025-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143618360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-11DOI: 10.1158/0008-5472.can-25-1018
Giorgio Orofino, Cristina Toffalori, Luca Vago
Donor Lymphocyte Infusion (DLI) is a crucial therapeutic strategy for relapsed myeloid malignancies post-allogeneic hematopoietic cell transplantation (allo-HCT), leveraging the graft-versus-leukemia (GvL) effect to restore immune control. While highly effective in chronic myeloid leukemia (CML), its efficacy in acute myeloid leukemia (AML) remains limited, with underlying mechanisms not fully understood. Recent research by Maurer and colleagues utilized cutting-edge technologies to dissect immune-leukemia interactions within the bone marrow niche, identifying a cytotoxic CD8+ T cell population as a key mediator of the anti-leukemic response. The study highlights a dynamic expansion of T and NK cells in responders, whereas non-responders display an immune suppressive bone marrow niche. TCR tracking revealed that the primary effectors of GvL in AML originate from the DLI infusion, yet their activation depends on a permissive bone marrow microenvironment. These insights emphasize that leukemia progression and immune response are shaped not only by malignant cells but also by broader niche dynamics. Further investigation is needed to define the different mechanisms that drives response or resistance to cellular therapies, but also to dissect the antigenic specificity of GvL-mediating T cells and define biomarkers predicting response to DLI.
{"title":"In the Right Place and the Right State: Spatial Crosstalk and Immune State Dictate Leukemia Response to Immunotherapy","authors":"Giorgio Orofino, Cristina Toffalori, Luca Vago","doi":"10.1158/0008-5472.can-25-1018","DOIUrl":"https://doi.org/10.1158/0008-5472.can-25-1018","url":null,"abstract":"Donor Lymphocyte Infusion (DLI) is a crucial therapeutic strategy for relapsed myeloid malignancies post-allogeneic hematopoietic cell transplantation (allo-HCT), leveraging the graft-versus-leukemia (GvL) effect to restore immune control. While highly effective in chronic myeloid leukemia (CML), its efficacy in acute myeloid leukemia (AML) remains limited, with underlying mechanisms not fully understood. Recent research by Maurer and colleagues utilized cutting-edge technologies to dissect immune-leukemia interactions within the bone marrow niche, identifying a cytotoxic CD8+ T cell population as a key mediator of the anti-leukemic response. The study highlights a dynamic expansion of T and NK cells in responders, whereas non-responders display an immune suppressive bone marrow niche. TCR tracking revealed that the primary effectors of GvL in AML originate from the DLI infusion, yet their activation depends on a permissive bone marrow microenvironment. These insights emphasize that leukemia progression and immune response are shaped not only by malignant cells but also by broader niche dynamics. Further investigation is needed to define the different mechanisms that drives response or resistance to cellular therapies, but also to dissect the antigenic specificity of GvL-mediating T cells and define biomarkers predicting response to DLI.","PeriodicalId":9441,"journal":{"name":"Cancer research","volume":"21 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143599818","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}