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Zhang Q, Zhang J, Liu Z, Wang J, Wang F, Wang T, Shi F, Su J, Zhao Y. Recombinant Human Adenovirus Type 5 (H101) Intra-Tumor Therapy in Patients with Persistent, Recurrent, or Metastatic Cervical Cancer: Genomic Profiling Relating to Clinical Efficacy. Drug Des Devel Ther 2023; 17:3507-3522. [PMID: 38046281 PMCID: PMC10691960 DOI: 10.2147/dddt.s429180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 11/07/2023] [Indexed: 12/05/2023] Open
Abstract
Objective Genomic profiles relating to H101 treatment-induced alterations are yet to be achieved. Here, we evaluated the impact of H101 via exome-sequencing approaches aiming to probe for potential biomarkers that are actionable in the treatment of persistent/recurrent/metastatic (P/R/M) cervical cancer. Methods Whole exome sequencing (WES) was performd on paired pre- and post-H101 samples from 17 P/R/M cervical cancer patients who received serial intra-tumor injections of H101. Somatic mutations, including high-frequency mutations, microsatellite instability (MSI) status, tumor mutation burden (TMB), clonal evolution, and mutational signature were analyzed. Results The median follow-up time after the H101 treatment was 14 months. Complete response was achieved in 9 patients, 3 patients achieved partial response, and 2 patients had stable disease, resulting in an objective response rate (ORR) of 70.6% (95% CI: 46.4%-96.7%). WES analysis showed no difference in treatment-related mutation characteristics, including non-synonymous-SNVs and TMB status. Patients with lower TMB were correlated with improved H101 response rates (P=0.044), whereas the same was not evident in high MSI (MSI-H) versus non-MSI-H patients (P=0.528). We observed a few high-frequency mutation genes (TTN, KMT2D, ALDOA, DNAH7, ADAP1, PTPN23, and THEMIS2) that probably carry functional importance in response to H101 treatment, among which KMT2D and ADAP1 mutations were associated with inferior progression-free survival (PFS) and/or overall survival (OS) (P<0.05). Notably, H101 treatment-induced accumulating subclones or clusters in primary tumors and some (Signature 2) were associated with shorter PFS. Conclusion We conducted an unprecedented work via a WES-based approach and provided preliminary insights into H101 treatment-induced genetic aberrations in which some genes (TTN, KMT2D, ALDOA, DNAH7, ADAP1, PTPN23, and THEMIS2) could be considered potential therapeutic targets of H101-containing treatment in cervical carcinoma. Moreover, the therapy-associated characteristics such as clonal evolution and a mutational signature may warrant further evaluation of H101 in clinical settings for treating cervical carcinoma.
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Affiliation(s)
- Qiying Zhang
- Department of Radiation Oncology, the First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, 710061, People’s Republic of China
| | - Jing Zhang
- Department of Radiation Oncology, the First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, 710061, People’s Republic of China
| | - Zi Liu
- Department of Radiation Oncology, the First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, 710061, People’s Republic of China
- Biobank, the First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, 710061, People’s Republic of China
| | - Juan Wang
- Department of Radiation Oncology, the First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, 710061, People’s Republic of China
| | - Fei Wang
- Department of Radiation Oncology, the First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, 710061, People’s Republic of China
| | - Tao Wang
- Department of Radiation Oncology, the First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, 710061, People’s Republic of China
| | - Fan Shi
- Department of Radiation Oncology, the First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, 710061, People’s Republic of China
| | - Jin Su
- Department of Radiation Oncology, the First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, 710061, People’s Republic of China
| | - Yalong Zhao
- Department of Medical Affairs, Guangdong Techpool Bio-Pharma Co, Ltd, Guangzhou, 510000, People’s Republic of China
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Harris AR, Panigrahi G, Liu H, Koparde VN, Bailey-Whyte M, Dorsey TH, Yates CC, Ambs S. Chromatin Accessibility Landscape of Human Triple-negative Breast Cancer Cell Lines Reveals Variation by Patient Donor Ancestry. CANCER RESEARCH COMMUNICATIONS 2023; 3:2014-2029. [PMID: 37732899 PMCID: PMC10552704 DOI: 10.1158/2767-9764.crc-23-0236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 08/01/2023] [Accepted: 09/12/2023] [Indexed: 09/22/2023]
Abstract
African American (AA) women have an excessive risk of developing triple-negative breast cancer (TNBC). We employed Assay for Transposase-Accessible Chromatin using sequencing to characterize differences in chromatin accessibility between nine commonly used TNBC cell lines derived from patients of European and African ancestry. Principal component and chromosome mapping analyses of accessibility peaks with the most variance revealed separation of chromatin profiles by patient group. Motif enrichment and footprinting analyses of disparate open chromatin regions revealed differences in transcription factor activity, identifying 79 with ancestry-associated binding patterns (FDR < 0.01). AA TNBC cell lines exhibited increased accessibility for 62 transcription factors associated with epithelial-to-mesenchymal transition, cancer stemness/chemotherapeutic resistance, proliferation, and aberrant p53 regulation, as well as KAISO, which has been previously linked to aggressive tumor characteristics in AA patients with cancer. Differential Assay for Transposase-Accessible Chromatin signal analysis identified 1,596 genes located within promoters of differentially open chromatin regions in AA-derived TNBC, identifying DNA methyltransferase 1 as the top upregulated gene associated with African ancestry. Pathway analyses with these genes revealed enrichment in several pathways, including hypoxia. Culturing cells under hypoxia showed ancestry-specific stress responses that led to the identification of a core set of AA-associated transcription factors, which included members of the Kruppel-like factor and Sp subfamilies, as well as KAISO, and identified ZDHHC1, a gene previously implicated in immunity and STING activation, as the top upregulated AA-specific gene under hypoxia. Together, these data reveal a differential chromatin landscape in TNBC associated with donor ancestry. The open chromatin structure of AA TNBC may contribute to a more lethal disease. SIGNIFICANCE We identify an ancestry-associated open chromatin landscape and related transcription factors that may contribute to aggressive TNBC in AA women. Furthermore, this study advocates for the inclusion of diversely sourced cell lines in experimental in vitro studies to advance health equity at all levels of scientific research.
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Affiliation(s)
- Alexandra R. Harris
- Laboratory of Human Carcinogenesis, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Gatikrushna Panigrahi
- Laboratory of Human Carcinogenesis, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Huaitian Liu
- Laboratory of Human Carcinogenesis, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Vishal N. Koparde
- Center for Cancer Research Collaborative Bioinformatics Resource Frederick National Laboratory for Cancer Research, NCI, Frederick, Maryland
- Advanced Biomedical Computational Sciences, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, Maryland
| | - Maeve Bailey-Whyte
- Laboratory of Human Carcinogenesis, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
- School of Medicine, University of Limerick, Limerick, Ireland
| | - Tiffany H. Dorsey
- Laboratory of Human Carcinogenesis, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Clayton C. Yates
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Stefan Ambs
- Laboratory of Human Carcinogenesis, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
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Abomoelak B, Prather R, Pragya SU, Pragya SC, Mehta ND, Uddin P, Veeramachaneni P, Mehta N, Young A, Kapoor S, Mehta D. Cognitive Skills and DNA Methylation Are Correlating in Healthy and Novice College Students Practicing Preksha Dhyāna Meditation. Brain Sci 2023; 13:1214. [PMID: 37626570 PMCID: PMC10452635 DOI: 10.3390/brainsci13081214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 08/15/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023] Open
Abstract
The impact of different meditation protocols on human health is explored at the cognitive and cellular levels. Preksha Dhyana meditation has been observed to seemingly affect the cognitive performance, transcriptome, and methylome of healthy and novice participant practitioners. In this study, we performed correlation analyses to investigate the presence of any relationships in the changes in cognitive performance and DNA methylation in a group of college students practicing Preksha Dhyāna (N = 34). Nine factors of cognitive performance were assessed at baseline and 8 weeks postintervention timepoints in the participants. Statistically significant improvements were observed in six of the nine assessments, which were predominantly relating to memory and affect. Using Illumina 850 K microarray technology, 470 differentially methylated sites (DMS) were identified between the two timepoints (baseline and 8 weeks), using a threshold of p-value < 0.05 and methylation levels beyond -3% to 3% at every site. Correlation analysis between the changes in performance on each of the nine assessments and every DMS unveiled statistically significant positive and negative relationships at several of these sites. The identified DMS were in proximity of essential genes involved in signaling and other important metabolic processes. Interestingly, we identified a set of sites that can be considered as biomarkers for Preksha meditation improvements at the genome level.
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Affiliation(s)
- Bassam Abomoelak
- Gastrointestinal Translational Laboratory, Arnold Palmer Hospital for Children, Orlando, FL 32806, USA;
| | - Ray Prather
- Pediatric Cardiothoracic Surgery Department, Arnold Palmer Hospital for Children, Orlando, FL 32806, USA;
| | - Samani U. Pragya
- Department of Religions and Philosophies, University of London, London WC1H 0XG, UK;
| | - Samani C. Pragya
- Department of Biostatistics, Robert Stempel College of Public Health and Social Work, Florida International University, Miami, FL 33199, USA;
| | - Neelam D. Mehta
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA;
| | - Parvin Uddin
- College of Arts, Sciences and Education, Florida International University, Miami, FL 33199, USA;
| | | | - Naina Mehta
- Neurodevelopmental Pediatrician, Behavioral and Developmental Center, Orlando Health, Orlando, FL 32805, USA;
| | - Amanda Young
- Institute for Simulation and Training, University of Central Florida, Orlando, FL 32765, USA;
| | - Saumya Kapoor
- Medical School, University of Central Florida, Orlando, FL 32827, USA;
| | - Devendra Mehta
- Gastrointestinal Translational Laboratory, Arnold Palmer Hospital for Children, Orlando, FL 32806, USA;
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Donohue LK, Guo MG, Zhao Y, Jung N, Bussat RT, Kim DS, Neela PH, Kellman LN, Garcia OS, Meyers RM, Altman RB, Khavari PA. A cis-regulatory lexicon of DNA motif combinations mediating cell-type-specific gene regulation. CELL GENOMICS 2022; 2:100191. [PMID: 36742369 PMCID: PMC9894309 DOI: 10.1016/j.xgen.2022.100191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Gene expression is controlled by transcription factors (TFs) that bind cognate DNA motif sequences in cis-regulatory elements (CREs). The combinations of DNA motifs acting within homeostasis and disease, however, are unclear. Gene expression, chromatin accessibility, TF footprinting, and H3K27ac-dependent DNA looping data were generated and a random-forest-based model was applied to identify 7,531 cell-type-specific cis-regulatory modules (CRMs) across 15 diploid human cell types. A co-enrichment framework within CRMs nominated 838 cell-type-specific, recurrent heterotypic DNA motif combinations (DMCs), which were functionally validated using massively parallel reporter assays. Cancer cells engaged DMCs linked to neoplasia-enabling processes operative in normal cells while also activating new DMCs only seen in the neoplastic state. This integrative approach identifies cell-type-specific cis-regulatory combinatorial DNA motifs in diverse normal and diseased human cells and represents a general framework for deciphering cis-regulatory sequence logic in gene regulation.
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Affiliation(s)
- Laura K.H. Donohue
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA,Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA,Synthego, Redwood City, CA, USA,These authors contributed equally
| | - Margaret G. Guo
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA,Stanford Program in Biomedical Informatics, Stanford University, Stanford, CA, USA,These authors contributed equally
| | - Yang Zhao
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA,Synthego, Redwood City, CA, USA
| | - Namyoung Jung
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA,Department of Life Science, Pohang University of Science and Technology, Pohang, Korea
| | - Rose T. Bussat
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA,23andMe, Inc., Sunnyvale, CA, USA
| | - Daniel S. Kim
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA,Stanford Program in Biomedical Informatics, Stanford University, Stanford, CA, USA
| | - Poornima H. Neela
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA,Fauna Bio, Emeryville, CA, USA
| | - Laura N. Kellman
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA,Stanford Program in Cancer Biology, Stanford University, Stanford, CA, USA
| | - Omar S. Garcia
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Robin M. Meyers
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA,Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Russ B. Altman
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA,Stanford Program in Biomedical Informatics, Stanford University, Stanford, CA, USA,Department of Bioengineering, Stanford University, Stanford, CA, USA
| | - Paul A. Khavari
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA,Stanford Program in Cancer Biology, Stanford University, Stanford, CA, USA,Veterans Affairs Palo Alto Healthcare System, Palo Alto, CA, USA,Lead contact,Correspondence:
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Oshimori N. Cancer stem cells and their niche in the progression of squamous cell carcinoma. Cancer Sci 2020; 111:3985-3992. [PMID: 32888236 PMCID: PMC7648029 DOI: 10.1111/cas.14639] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 08/17/2020] [Accepted: 08/19/2020] [Indexed: 12/27/2022] Open
Abstract
Most cancers harbor a small population of highly tumorigenic cells known as cancer stem cells (CSCs). Because of their stem cell-like properties and resistance to conventional therapies, CSCs are considered to be a rational target for curable cancer treatment. However, despite recent advances in CSC research, CSC-targeted therapies are not as successful as was initially hoped. The proliferative, invasive, and drug-resistant properties of CSCs are regulated by the tumor microenvironment associated with them, the so-called CSC niche. Thus, targeting tumor-promoting cellular crosstalk between CSCs and their niches is an attractive avenue for developing durable therapies. Using mouse models of squamous cell carcinoma (SCC), we have demonstrated that tumor cells responding to transforming growth factor β (TGF-β) function as drug-resistant CSCs. The gene expression signature of TGF-β-responding tumor cells has accelerated the identification of novel pathways that drive invasive tumor progression. Moreover, by focusing on the cytokine milieu and macrophages in the proximity of TGF-β-responding tumor cells, we recently uncovered the molecular basis of a CSC-niche interaction that emerges during early tumor development. This review article summarizes the specialized tumor microenvironment associated with CSCs and discusses mechanisms by which malignant properties of CSCs are maintained and promoted.
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Affiliation(s)
- Naoki Oshimori
- Department of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, USA.,Department of Dermatology, Oregon Health and Science University, Portland, OR, USA.,Department of Otolaryngology, Head & Neck Surgery, Oregon Health and Science University, Portland, OR, USA.,Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
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