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Bomsztyk K, Mar D, Denisenko O, Powell S, Vishnoi M, Delegard J, Patel A, Ellenbogen RG, Ramakrishna R, Rostomily R. Analysis of gliomas DNA methylation: Assessment of pre-analytical variables. bioRxiv 2024:2024.03.26.586350. [PMID: 38586048 PMCID: PMC10996653 DOI: 10.1101/2024.03.26.586350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Precision oncology is driven by molecular biomarkers. For glioblastoma multiforme (GBM), the most common malignant adult primary brain tumor, O6-methylguanine-DNA methyltransferase ( MGMT ) gene DNA promoter methylation is an important prognostic and treatment clinical biomarker. Time consuming pre-analytical steps such as biospecimen storage before fixing, sampling, and processing are major sources of errors and batch effects, that are further confounded by intra-tumor heterogeneity of MGMT promoter methylation. To assess the effect of pre-analytical variables on GBM DNA methylation, tissue storage/sampling (CryoGrid), sample preparation multi-sonicator (PIXUL) and 5-methylcytosine (5mC) DNA immunoprecipitation (Matrix MeDIP-qPCR/seq) platforms were used. MGMT promoter CpG methylation was examined in 173 surgical samples from 90 individuals, 50 of these were used for intra-tumor heterogeneity studies. MGMT promoter methylation levels in paired frozen and formalin fixed paraffin embedded (FFPE) samples were very close, confirming suitability of FFPE for MGMT promoter methylation analysis in clinical settings. Matrix MeDIP-qPCR yielded similar results to methylation specific PCR (MS-PCR). Warm ex-vivo ischemia (37°C up to 4hrs) and 3 cycles of repeated sample thawing and freezing did not alter 5mC levels at MGMT promoter, exon and upstream enhancer regions, demonstrating the resistance of DNA methylation to the most common variations in sample processing conditions that might be encountered in research and clinical settings. 20-30% of specimens exhibited intratumor heterogeneity in the MGMT DNA promoter methylation. Collectively these data demonstrate that variations in sample fixation, ischemia duration and temperature, and DNA methylation assay technique do not have significant impact on assessment of MGMT promoter methylation status. However, intratumor methylation heterogeneity underscores the need for histologic verification and value of multiple biopsies at different GBM geographic tumor sites in assessment of MGMT promoter methylation. Matrix-MeDIP-seq analysis revealed that MGMT promoter methylation status clustered with other differentially methylated genomic loci (e.g. HOXA and lncRNAs), that are likewise resilient to variation in above post-resection pre-analytical conditions. These MGMT -associated global DNA methylation patterns offer new opportunities to validate more granular data-based epigenetic GBM clinical biomarkers where the CryoGrid-PIXUL-Matrix toolbox could prove to be useful.
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Vishnoi M, Dereli Z, Yin Z, Kong EK, Kinali M, Thapa K, Babur O, Yun K, Abdelfattah N, Li X, Bozorgui B, Rostomily RC, Korkut A. A prognostic matrix code defines functional glioblastoma phenotypes and niches. Res Sq 2023:rs.3.rs-3285842. [PMID: 37790408 PMCID: PMC10543369 DOI: 10.21203/rs.3.rs-3285842/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Interactions among tumor, immune and vascular niches play major roles in driving glioblastoma (GBM) malignancy and treatment responses. The composition, heterogeneity, and localization of extracellular core matrix proteins (CMPs) that mediate such interactions, however, are not well understood. Here, we characterize functional and clinical relevance of genes encoding CMPs in GBM at bulk, single cell, and spatial anatomical resolution. We identify a "matrix code" for genes encoding CMPs whose expression levels categorize GBM tumors into matrisome-high and matrisome-low groups that correlate with worse and better patient survival, respectively. The matrisome enrichment is associated with specific driver oncogenic alterations, mesenchymal state, infiltration of pro-tumor immune cells and immune checkpoint gene expression. Anatomical and single cell transcriptome analyses indicate that matrisome gene expression is enriched in vascular and leading edge/infiltrative anatomic structures that are known to harbor glioma stem cells driving GBM progression. Finally, we identified a 17-gene matrisome signature that retains and further refines the prognostic value of genes encoding CMPs and, importantly, potentially predicts responses to PD1 blockade in clinical trials for GBM. The matrisome gene expression profiles provide potential biomarkers of functionally relevant GBM niches that contribute to mesenchymal-immune cross talk and patient stratification which could be applied to optimize treatment responses.
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Affiliation(s)
- Monika Vishnoi
- Department of Neurosurgery, Houston Methodist Research Institute, Houston, TX, 77030 USA
- Department of Neurosurgery, University of Washington School of Medicine, Seattle WA, 98195
| | - Zeynep Dereli
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Zheng Yin
- Department of Systems Medicine and Bioengineering, Houston Methodist Neal Cancer Center, Houston, TX, 77030 USA
| | - Elisabeth K. Kong
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Statistics, Rice University, Houston, TX, 77030, USA
| | - Meric Kinali
- Computer Science, College of Science and Mathematics, University of Massachusetts Boston, Boston, MA, 02125
| | - Kisan Thapa
- Computer Science, College of Science and Mathematics, University of Massachusetts Boston, Boston, MA, 02125
| | - Ozgun Babur
- Computer Science, College of Science and Mathematics, University of Massachusetts Boston, Boston, MA, 02125
| | - Kyuson Yun
- Department of Neurology, Houston Methodist Research Institute, Houston, TX, 77030 USA
- Department of Neurology, Weill Cornell Medical School, New York NY, 10065
| | - Nourhan Abdelfattah
- Department of Neurology, Houston Methodist Research Institute, Houston, TX, 77030 USA
- Department of Neurology, Weill Cornell Medical School, New York NY, 10065
| | - Xubin Li
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Behnaz Bozorgui
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Robert C. Rostomily
- Department of Neurosurgery, Houston Methodist Research Institute, Houston, TX, 77030 USA
- Department of Neurosurgery, University of Washington School of Medicine, Seattle WA, 98195
- Department of Neurosurgery, Weill Cornell Medical School, New York NY, 10065
| | - Anil Korkut
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX 77030, USA
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Vishnoi M, Dereli Z, Yin Z, Kong EK, Kinali M, Thapa K, Babur O, Yun K, Abdelfattah N, Li X, Bozorgui B, Rostomily RC, Korkut A. A prognostic matrix code defines functional glioblastoma phenotypes and niches. bioRxiv 2023:2023.06.06.543903. [PMID: 37333072 PMCID: PMC10274725 DOI: 10.1101/2023.06.06.543903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Interactions among tumor, immune and vascular niches play major roles in driving glioblastoma (GBM) malignancy and treatment responses. The composition, heterogeneity, and localization of extracellular core matrix proteins (CMPs) that mediate such interactions, however, are not well understood. Here, we characterize functional and clinical relevance of genes encoding CMPs in GBM at bulk, single cell, and spatial anatomical resolution. We identify a "matrix code" for genes encoding CMPs whose expression levels categorize GBM tumors into matrisome-high and matrisome-low groups that correlate with worse and better survival, respectively, of patients. The matrisome enrichment is associated with specific driver oncogenic alterations, mesenchymal state, infiltration of pro-tumor immune cells and immune checkpoint gene expression. Anatomical and single cell transcriptome analyses indicate that matrisome gene expression is enriched in vascular and leading edge/infiltrative anatomic structures that are known to harbor glioma stem cells driving GBM progression. Finally, we identified a 17-gene matrisome signature that retains and further refines the prognostic value of genes encoding CMPs and, importantly, potentially predicts responses to PD1 blockade in clinical trials for GBM. The matrisome gene expression profiles may provide biomarkers of functionally relevant GBM niches that contribute to mesenchymal-immune cross talk and patient stratification to optimize treatment responses.
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Affiliation(s)
- Monika Vishnoi
- Department of Neurosurgery, Houston Methodist Research Institute, Houston, TX, 77030 USA
- Department of Neurosurgery, University of Washington School of Medicine, Seattle WA, 98195
| | - Zeynep Dereli
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Zheng Yin
- Department of Systems Medicine and Bioengineering, Houston Methodist Neal Cancer Center, Houston, TX, 77030 USA
| | - Elisabeth K. Kong
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Statistics, Rice University, Houston, TX, 77030, USA
| | - Meric Kinali
- Computer Science, College of Science and Mathematics, University of Massachusetts Boston, Boston, MA, 02125
| | - Kisan Thapa
- Computer Science, College of Science and Mathematics, University of Massachusetts Boston, Boston, MA, 02125
| | - Ozgun Babur
- Computer Science, College of Science and Mathematics, University of Massachusetts Boston, Boston, MA, 02125
| | - Kyuson Yun
- Department of Neurology, Houston Methodist Research Institute, Houston, TX, 77030 USA
- Department of Neurology, Weill Cornell Medical School, New York NY, 10065
| | - Nourhan Abdelfattah
- Department of Neurology, Houston Methodist Research Institute, Houston, TX, 77030 USA
- Department of Neurology, Weill Cornell Medical School, New York NY, 10065
| | - Xubin Li
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Behnaz Bozorgui
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Robert C. Rostomily
- Department of Neurosurgery, Houston Methodist Research Institute, Houston, TX, 77030 USA
- Department of Neurosurgery, University of Washington School of Medicine, Seattle WA, 98195
- Department of Neurosurgery, Weill Cornell Medical School, New York NY, 10065
| | - Anil Korkut
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX 77030, USA
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Vishnoi M, Upadhyay R, Cho WC. Editorial: The role of the extracellular matrix in tumor progression and therapeutic resistance. Front Mol Biosci 2022; 9:994506. [PMID: 36120554 PMCID: PMC9472207 DOI: 10.3389/fmolb.2022.994506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 08/05/2022] [Indexed: 11/16/2022] Open
Affiliation(s)
- Monika Vishnoi
- Department of Neurosurgery, Houston Methodist Research Institute, Houston, TX, United States
- *Correspondence: Monika Vishnoi,
| | - Rohit Upadhyay
- John W. Deming Department of Medicine, Tulane University School of Medicine, New Orleans, LA, United States
| | - William C. Cho
- Department of Clinical Oncology, Queen Elizabeth Hospital, Kowloon, Hong Kong SAR, China
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Boral D, Vishnoi M, Liu H, MARCHETTI DARIO. Abstract 3387: Mechanisms driving clinical bone marrow-resident cancer cell quiescence. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-3387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Despite widespread knowledge that bone marrow-resident breast cancer cells (BM-R BCs) affect disease progression and ultimately cause death, mechanisms regulating patient-derived BM-R BC quiescence remain poorly defined. This is caused by lack of biomarkers that can isolate quiescent but viable BM-R BCs devoid of cytokeratin and/or other epithelial markers. We developed and validated an experimental strategy to capture, isolate and characterize identify and isolate solitary BC cells from blood and BM of xenograft mice using a combination of human and BC-specific markers. These procedures allowed us to interrogate not only cytokeratin-positive but also unidentified cytokeratin-negative BC cell subsets. We hypothesized that subsets of patient-isolated circulating tumor cells (CTCs) will re-colonize various organs; and that underlying CTC signaling mechanisms will reflect respective transcriptomic signatures upon xeno-transplantation. Accordingly, we established an in vivo model of “latent” metastasis in CTC-derived xenografts (CDXs) by three sequential steps: a) isolation of CTC-enriched populations from metastatic BC patients, followed by their implantation in NSG mice; b) in vivo depletion of “non-tumor” human cells over an 8-month period; and c) capture and characterization of viable BC cells from blood and BM of CDX mice. These steps were implemented on patient samples from all primary BC subtypes along with validation of ex vivo CTC and BM-R BC gene signatures by whole genome transcriptomic arrays. First, three-way transcriptomic comparison between ex vivo BM-R BCs and CTCs vs de novo CTCs (obtained from GSE99394) revealed that ex vivo BMRBCs and CTCs clustered together and were largely similar (279 differentially regulated genes), implying that either the majority of ex vivo CTCs were shed from BM or that CTC transcriptomic signatures shed from other organs were similar to BM-shed CTCs. Second, comparative analyses of ex vivo BM-R BC vs de novo CTC gene signatures identified heightened mTORC2 vis-à-vis attenuated mTORC1 signaling as the most significant parameter of human BM-R BCs. Third, augmented levels of mTORC2-downstream targets were detected in quiescent (Ki67-/RBL2+) cells of paired metastatic vs primary BC tissues. Fourth, IHC analyses of CTC xenograft tissues revealed solitary BM and tissue-resident BC cells possessing high mTORC2. Lastly, shRNA knockdown of Rictor - the essential component of the mTORC2 complex - stimulated cell cycle progression and proliferation in vitro while depleting the BM-R BC population in vivo. Collectively, these findings suggest that the balance between mTORC2 vs mTORC1 interplays regulate the primordial stages of CTC quiescence. Deciphering mTORC2 signaling in CTC quiescence will proffer novel biomarkers for quiescent CTC detection and innovative therapeutic interventions in BC patients with undetectable metastasis.
Citation Format: Debasish Boral, Monika Vishnoi, Haowen Liu, DARIO MARCHETTI. Mechanisms driving clinical bone marrow-resident cancer cell quiescence [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 3387.
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Ren D, Cheng H, Wang X, Vishnoi M, Teh BS, Rostomily R, Chang J, Wong ST, Zhao H. Emerging treatment strategies for breast cancer brain metastasis: from translational therapeutics to real-world experience. Ther Adv Med Oncol 2020; 12:1758835920936151. [PMID: 32655700 PMCID: PMC7328353 DOI: 10.1177/1758835920936151] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 05/21/2020] [Indexed: 01/08/2023] Open
Abstract
Systemic therapies for primary breast cancer have made great progress over the past two decades. However, oncologists confront an insidious and particularly difficult problem: in those patients with metastatic breast cancer, up to 50% of human epidermal growth factor 2 (HER2)-positive and 25-40% of triple-negative subtypes, brain metastases (BM) kill most of them. Fortunately, standard- of-care treatments for BM have improved rapidly, with a decline in whole brain radiation therapy and use of fractionated stereotactic radiosurgery as well as targeted therapies and immunotherapies. Meanwhile, advances in fundamental understanding of the basic biological processes of breast cancer BM (BCBM) have led to many novel experimental therapeutic strategies. In this review, we describe the most recent clinical treatment options and emerging experimental therapeutic strategies that have the potential to combat BCBM.
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Affiliation(s)
- Ding Ren
- Outpatient Department, PLA Navy NO.905 Hospital,
Shanghai, P.R. China
| | - Hao Cheng
- Department of Orthopedics, Tongji Hospital,
Wuhan, P.R. China
| | - Xin Wang
- Department of Systems Medicine and
Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine,
Houston, TX, USA
| | - Monika Vishnoi
- Department of Neurosurgery, Houston Methodist
Hospital, Weill Cornell Medicine, Houston, TX, USA
| | - Bin S. Teh
- Department of Radiation Oncology, Houston
Methodist Hospital, Weill Cornell Medicine, Houston, TX, USA
| | - Robert Rostomily
- Department of Neurosurgery, Houston Methodist
Hospital, Weill Cornell Medicine, Houston, TX, USA
| | - Jenny Chang
- Houston Methodist Cancer Center, Weill Cornell
Medicine, Houston, TX, USA
| | - Stephen T. Wong
- Department of Systems Medicine and
Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine,
6670 Bertner Ave, Houston, TX 77030, USA
| | - Hong Zhao
- Department of Systems Medicine and
Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine,
6670 Bertner Ave, Houston, TX 77030, USA
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Sprouse M, Welte T, Boral D, Vishnoi M, Liu H, Glitza-Oliva I, Marchetti D. Abstract B23: PMN-MDSCs enhance CTC metastatic properties through reciprocal interactions via ROS/Notch/Nodal Nodal signaling. Clin Cancer Res 2020. [DOI: 10.1158/1557-3265.liqbiop20-b23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Intratumoral infiltration of myeloid-derived suppressor cells (MDSCs) is known to promote neoplastic growth by inhibiting the tumoricidal activity of T cells. However, direct interactions between patient-derived MDSCs and circulating tumors cells (CTCs) within the microenvironment of blood remain unexplored. Dissecting interplays between CTCs and circulatory MDSCs by heterotypic CTC/MDSC clustering is critical as a key mechanism to promote CTC survival and sustain the metastatic process. We characterized CTCs and polymorphonuclear-MDSCs (PMN-MDSCs) isolated in parallel from peripheral blood of metastatic melanoma and breast cancer patients by multiparametric flow cytometry. Transplantation of both cell populations in the systemic circulation of mice revealed significantly enhanced dissemination and metastasis in mice coinjected with CTCs and PMN-MDSCs compared to mice injected with CTCs or MDSCs alone. Notably, CTC/PMN-MDSC clusters were detected in vitro and in vivo either in patients’ blood or by longitudinal monitoring of blood from animals. This was coupled with in vitro coculturing of cell populations, demonstrating that CTCs formed physical clusters with PMN-MDSCs, and induced their protumorigenic differentiation through paracrine Nodal signaling, augmenting the production of reactive oxygen species (ROS) by PMN-MDSCs. These findings were validated by detecting significantly higher Nodal and ROS levels in blood of cancer patients in the presence of naïve, heterotypic CTC/PMN-MDSC clusters. Augmented PMN-MDSC ROS upregulated Notch1 receptor expression in CTCs through the ROS-NRF2-ARE axis, thus priming CTCs to respond to ligand-mediated (Jagged1) Notch activation. Jagged1-expressing PMN-MDSCs contributed to enhanced Notch activation in CTCs by engagement of Notch1 receptor. The reciprocity of CTC/PMN-MDSC bidirectional paracrine interactions and signaling was functionally validated in inhibitor-based analyses, demonstrating that combined Nodal and ROS inhibition abrogated CTC/PMN-MDSC interactions and led to a reduction of CTC survival and proliferation. This study provides seminal evidence showing that PMN-MDSCs, additive to their immunosuppressive roles, directly interact with CTCs and promote their dissemination and metastatic potency. Targeting CTC/PMN-MDSC heterotypic clusters and associated crosstalks can therefore represent a novel therapeutic avenue for limiting hematogenous spread of metastatic disease.
Citation Format: Marc Sprouse, Thomas Welte, Debasish Boral, Monika Vishnoi, Haowen Liu, Isabella Glitza-Oliva, Dario Marchetti. PMN-MDSCs enhance CTC metastatic properties through reciprocal interactions via ROS/Notch/Nodal Nodal signaling [abstract]. In: Proceedings of the AACR Special Conference on Advances in Liquid Biopsies; Jan 13-16, 2020; Miami, FL. Philadelphia (PA): AACR; Clin Cancer Res 2020;26(11_Suppl):Abstract nr B23.
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Affiliation(s)
| | | | | | | | | | | | - Dario Marchetti
- 3University of New Mexico Health Sciences Center, Albuquerque, NM
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8
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Vishnoi M, Liu NH, Yin W, Boral D, Scamardo A, Hong D, Marchetti D. The identification of a TNBC liver metastasis gene signature by sequential CTC-xenograft modeling. Mol Oncol 2019; 13:1913-1926. [PMID: 31216110 PMCID: PMC6717757 DOI: 10.1002/1878-0261.12533] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Accepted: 06/17/2019] [Indexed: 12/23/2022] Open
Abstract
Triple-negative breast cancer (TNBC) liver metastasis is associated with poor prognosis and low patient survival. It occurs when tumor cells disseminate from primary tumors, circulate in blood/lymph [circulating tumor cells (CTCs)], and acquire distinct characteristics during disease progression toward the metastatic phenotype. The purpose of this study was to decipher the genomic/transcriptomic properties of TNBC liver metastasis and its recurrence for potential therapeutic targeting. We employed a negative depletion strategy to isolate and interrogate CTCs from the blood of patients with TNBC, and to establish sequential generations of CTC-derived xenografts (CDXs) through injection of patient CTCs in immunodeficient mice. The isolation and validation of CDX-derived cell populations [analyses of CTCs were paired with bone marrow-resident cells (BMRTCs) and liver tissue cells obtained from the same animal] were performed by multiparametric flow cytometry, immune phenotyping, and genomic sequencing of putative CTCs. Comprehensive characterization of gene expression arrays from sequentially generated CDX-derived cell populations, online gene expression arrays, and TCGA databases were employed to discover a CTC-driven, liver metastasis-associated TNBC signature. We discovered a distinct transcriptomic signature of TNBC patient-isolated CTCs from primary TNBCs, which was consistent throughout sequential CDX modeling. We established a novel TNBC liver metastasis-specific CDX model that selectively recapitulates CTC biology for four sequential generations of mice. The evaluation of online databases and CDX-derived populations revealed 597 genes specific to the TNBC liver metastasis signatures. Further investigation of the TNBC liver metastasis signature predicted 16 hub genes, 6 biomarkers with clinically available drugs, and 22 survival genes. The sequential interrogation of CDX-CTCs is an innovative liquid biopsy-based approach for the discovery of organ metastasis-specific signatures of CTCs. This represents the first step for mechanistic and analytical validation in their application as prognostic indicators and therapeutic targets. Targeting CTC drug candidate biomarkers along with combination therapy can improve the clinical outcome of TNBC patients in general and recurrence of liver metastasis in particular.
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Affiliation(s)
- Monika Vishnoi
- Biomarker Research Program CenterHouston Methodist Research InstituteTXUSA
| | - Nikki Haowen Liu
- Biomarker Research Program CenterHouston Methodist Research InstituteTXUSA
| | - Wei Yin
- Biomarker Research Program CenterHouston Methodist Research InstituteTXUSA
| | - Debasish Boral
- Biomarker Research Program CenterHouston Methodist Research InstituteTXUSA
| | - Antonio Scamardo
- Department of Investigational Cancer TherapeuticsThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
| | - David Hong
- Department of Investigational Cancer TherapeuticsThe University of Texas MD Anderson Cancer CenterHoustonTXUSA
| | - Dario Marchetti
- Biomarker Research Program CenterHouston Methodist Research InstituteTXUSA
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Vishnoi M, Marchetti D. Targeting melanoma residual disease by USP7. Oncotarget 2018; 9:37464-37465. [PMID: 30680060 PMCID: PMC6331028 DOI: 10.18632/oncotarget.26497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Accepted: 12/14/2018] [Indexed: 11/25/2022] Open
Affiliation(s)
- Monika Vishnoi
- Dario Marchetti: Biomarker Research Program Center, Houston Methodist Research Institute, Houston, TX, USA
| | - Dario Marchetti
- Dario Marchetti: Biomarker Research Program Center, Houston Methodist Research Institute, Houston, TX, USA
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Vishnoi M, Boral D, Liu H, Sprouse ML, Yin W, Goswami-Sewell D, Tetzlaff MT, Davies MA, Oliva ICG, Marchetti D. Targeting USP7 Identifies a Metastasis-Competent State within Bone Marrow-Resident Melanoma CTCs. Cancer Res 2018; 78:5349-5362. [PMID: 30026332 DOI: 10.1158/0008-5472.can-18-0644] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 06/12/2018] [Accepted: 07/13/2018] [Indexed: 02/03/2023]
Abstract
Systemic metastasis is the major cause of death from melanoma, the most lethal form of skin cancer. Although most patients with melanoma exhibit a substantial gap between onset of primary and metastatic tumors, signaling mechanisms implicated in the period of metastatic latency remain unclear. We hypothesized that melanoma circulating tumor cells (CTC) home to and reside in the bone marrow during the asymptomatic phase of disease progression. Using a strategy to deplete normal cell lineages (Lin-), we isolated CTC-enriched cell populations from the blood of patients with metastatic melanoma, verified by the presence of putative CTCs characterized by melanoma-specific biomarkers and upregulated gene transcripts involved in cell survival and prodevelopment functions. Implantation of Lin- population in NSG mice (CTC-derived xenografts, i.e., CDX), and subsequent transcriptomic analysis of ex vivo bone marrow-resident tumor cells (BMRTC) versus CTC identified protein ubiquitination as a significant regulatory pathway of BMRTC signaling. Selective inhibition of USP7, a key deubiquinating enzyme, arrested BMRTCs in bone marrow locales and decreased systemic micrometastasis. This study provides first-time evidence that the asymptomatic progression of metastatic melanoma can be recapitulated in vivo using patient-isolated CTCs. Furthermore, these results suggest that USP7 inhibitors warrant further investigation as a strategy to prevent progression to overt clinical metastasis.Significance: These findings provide insights into mechanism of melanoma recurrence and propose a novel approach to inhibit systematic metastatic disease by targeting bone marrow-resident tumor cells through pharmacological inhibition of USP7.Graphical Abstract: http://cancerres.aacrjournals.org/content/canres/78/18/5349/F1.large.jpg Cancer Res; 78(18); 5349-62. ©2018 AACR.
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Affiliation(s)
- Monika Vishnoi
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston, Texas
| | - Debasish Boral
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston, Texas
| | - Haowen Liu
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston, Texas
| | - Marc L Sprouse
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston, Texas
| | - Wei Yin
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston, Texas
| | | | - Michael T Tetzlaff
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Michael A Davies
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Isabella C Glitza Oliva
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Dario Marchetti
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston, Texas.
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Vishnoi M, Boral D, Liu HN, Sprouse ML, Yin W, Davies MA, Oliva ICG, Marchetti D. Abstract 3601: Targeting USP7/PTEN axis regulates the metastatic competency of bone marrow-resident melanoma cells. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-3601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Recurrence is the major cause of melanoma death due to cell dissemination from primary/metastatic tumor (CTCs). During asymptomatic periods, these cells reside in bone marrow (bone-marrow resident tumor [BMRT cells]) and remain quiescent. We hypothesized that disseminated tumor cells survive in bone marrow (BM) during these periods and evolve to metastatic potency during disease progression. First, we isolated CTC-enriched, Lin-neg population from clinically advanced melanoma patients and performed biomarker expression and mutational profiling to confirm presence of putative CTCs. Lin-neg CTC population contained unique transcriptomics signature with elevated melanoma markers expression (BAGE, MAGEA1, B4GALNT1, S100A3). Further, downstream IPA analysis demonstrated that an upregulation of transcripts for genes involved in cell survival and pro-development functions with concomitant decrease in cell proliferative and inflammation properties. Second, we implanted Lin-neg population in murine xenograft models and isolated HLA+/ Melan-A+ cells population from blood and BM at endpoint. Expression of human (HLA-ABC) and melanoma markers (Melan-A, S100, NG2, CD146) on BMRTCs and CTCs was confirmed by employing: (a) immunofluorescence staining, (b) single-cell DEPArrayTM and CellSearchTM capture, (c) genomic profiling, and (d) organ-site colonization of CTCs with concomitant to BMRTCs in BM. Third, we discovered distinct transcriptomic signature of BMRTCs vs CTCs by differential gene expression profiling. Subsequent pathway analysis showed top five altered canonical pathways in BMRTCs: protein ubiquitination pathway, EIF2, actin cytoskeleton, systemic lupus erythematosus and hypoxia signaling. Of note, a strikingly elevated expression of PTEN in BMRTCs was detected. Fourth, because PTEN binds to USP7, a key component of protein ubiquitination pathway, we evaluated USP7/PTEN axis in CTC-driven BMRTCs modulated metastatic competency. The use of two clinically approved USP7 inhibitors to study their effects on the proliferative capacity of BMRTCs led to a significant reduction of CTCs at metastatic sites. This study provides critical insights to identify biomarkers of melanoma recurrence during the asymptomatic periods of the disease, fostering application of USP7 inhibitors for innovative melanoma therapies for patients with metastasis undetectable disease and/or yet to develop metastasis.
Citation Format: Monika Vishnoi, Debasish Boral, Haowen N. Liu, Marc L. Sprouse, Wei Yin, Michael A. Davies, Isabella C. Glitza Oliva, Dario Marchetti. Targeting USP7/PTEN axis regulates the metastatic competency of bone marrow-resident melanoma cells [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 3601.
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Affiliation(s)
| | | | | | | | - Wei Yin
- 1Houston Methodist Research Inst., Houston, TX
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Boral D, Liu HN, Yin W, Vishnoi M, Scamardo AT, Hong DS, Marchetti D. Abstract 3264: Targeting bone marrow-resident dormant CTCs to overcome metastasis. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-3264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Metastatic “seeding” is an early event initiated when cancer cells are shed from the primary tumor, enter into the blood stream as circulating tumor cells (CTCs), and travel to distant organs where they can remain dormant as disseminated cancer cells (DTCs) for indefinite lengths of time. The organ serving as the foremost reservoir for DTCs is the bone marrow (BM). Despite widespread knowledge that bone marrow-resident breast cancer cells (BMRCs) affect tumor progression, signaling mechanisms of BMRCs implicated in maintaining long-term dormancy have not been characterized. This is caused by the lack of biomarkers that can identify and isolate viable but dormant BMRCs not expressing neoplastic and/or proliferation markers.
To overcome these hurdles, we developed a patient-derived CTC model of clinical dormancy. We hypothesized that a significant distinction exists between signaling pathways of BM-homing vs metastasis-competent CTCs upon transplantation in xenografts. The model was established by three sequential steps: (a) isolation of CTC-enriched cell populations from the peripheral blood of patients with metastatic breast cancer, followed by CTC implantation in NOD-SCID-gamma mice; (b) in vivo depletion of “normal” human cell lineages over 4-8 months (before onset of overt metastasis), and (c) capture and characterization of viable human CTCs from blood and BM of mice via multi-parametric flow cytometry. This strategy was implemented on a set of breast cancer patients stratified according to their primary tumor subtype (ER+/PR+, HER2+, and ER-/PR-/HER2-), and gene-signatures of putative ex vivo CTCs and BMRCs were obtained by whole genome transcriptomic arrays.
First, comparative analyses of ex vivo vs de novo CTC-gene signatures identified increased mTORC2 along with decreased mTORC1 signaling activity as the most significant characteristic of human BM-resident CTCs. mTORC2/mTORC1 represent the two complementary arms of mTOR signaling - a critical pathway frequently dysregulated in breast cancer and implicated in cell survival and dormancy. Second, heightened mTORC2 downstream targets augmented quiescent CTC populations (Ki67-/RBL2+ cells) in paired metastatic vs primary breast cancer tissues. Third, IHC analyses of breast cancer CTC xenograft tissues showed that solitary BM and tissue-resident breast cancer CTCs had high mTORC2 activity. Finally, shRNA knockdown of Rictor-the essential component of mTORC2 actions, increased Ki67/PCNA expression and proliferation.
Collectively, these findings suggest that the balance between mTORC1 vs mTORC2 signaling pathways regulate CTC-associated mitotic and/or dormancy characteristics. Further elucidation of mTOR-mediated CTC dormancy will provide novel strategies for therapeutic interventions in breast cancer patients having metastatic “seeding” but yet to develop overt metastasis.
Citation Format: Debasish Boral, Haowen N. Liu, Wei Yin, Monika Vishnoi, Antonio T. Scamardo, David S. Hong, Dario Marchetti. Targeting bone marrow-resident dormant CTCs to overcome metastasis [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 3264.
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Affiliation(s)
| | | | - Wei Yin
- 1Houston Methodist Research Institute, Houston, TX
| | | | | | - David S. Hong
- 2The University of Texas M.D. Anderson Cancer Center, Houston, TX
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Boral D, Vishnoi M, Liu HN, Yin W, Sprouse ML, Scamardo A, Hong DS, Tan TZ, Thiery JP, Chang JC, Marchetti D. Molecular characterization of breast cancer CTCs associated with brain metastasis. Nat Commun 2017; 8:196. [PMID: 28775303 PMCID: PMC5543046 DOI: 10.1038/s41467-017-00196-1] [Citation(s) in RCA: 126] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Accepted: 06/09/2017] [Indexed: 12/30/2022] Open
Abstract
The enumeration of EpCAM-positive circulating tumor cells (CTCs) has allowed estimation of overall metastatic burden in breast cancer patients. However, a thorough understanding of CTCs associated with breast cancer brain metastasis (BCBM) is necessary for early identification and evaluation of treatment response to BCBM. Here we report that BCBM CTCs is enriched in a distinct sub-population of cells identifiable by their biomarker expression and mutational content. Deriving from a comprehensive analysis of CTC transcriptomes, we discovered a unique "circulating tumor cell gene signature" that is distinct from primary breast cancer tissues. Further dissection of the circulating tumor cell gene signature identified signaling pathways associated with BCBM CTCs that may have roles in potentiating BCBM. This study proposes CTC biomarkers and signaling pathways implicated in BCBM that may be used either as a screening tool for brain micro-metastasis detection or for making rational treatment decisions and monitoring therapeutic response in patients with BCBM.Characterization of CTCs derived from breast cancer patients with brain metastasis (BCBM) may allow for early diagnosis of brain metastasis and/or help for treatment choice and its efficacy. In this study, the authors identify a unique signature, based on patient-derived CTCs transcriptomes, for BCBM- CTCs that is different from primary tumors.
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Affiliation(s)
- Debasish Boral
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston,, 77030, TX, USA
| | - Monika Vishnoi
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston,, 77030, TX, USA
| | - Haowen N Liu
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston,, 77030, TX, USA
| | - Wei Yin
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston,, 77030, TX, USA
| | - Marc L Sprouse
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston,, 77030, TX, USA
| | - Antonio Scamardo
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston,, 77030, TX, USA
| | - David S Hong
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston,, 77030, TX, USA
| | - Tuan Z Tan
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, 117599, Singapore
| | - Jean P Thiery
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, 117599, Singapore
| | - Jenny C Chang
- Institute for Academic Medicine, Houston Methodist Hospital, Houston,, 77030, TX, USA
| | - Dario Marchetti
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston,, 77030, TX, USA.
- Institute for Academic Medicine, Houston Methodist Hospital, Houston,, 77030, TX, USA.
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Boral D, Liu HN, Yin W, Vishnoi M, Sprouse ML, Chang JC, Thiery JP, Antonio S, Hong DS, Marchetti D. Abstract 1265: Mechanisms underlying genomic integrity in breast cancer-derived dormant circulating tumor cells. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-1265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Patients with metastatic breast cancer have a five-year survival rate of 22% compared to 99% in patients with cancer localized to the breast. This disparity in clinical outcome is at least in part caused by the lack of diagnostic tools for early detection of metastatic recurrence. This can be especially valid for breast cancer patients having brain metastases (BCBM), 10-20% of whom are diagnosed only at autopsy. The early detection of circulating tumor cells (CTCs) in peripheral blood during the metastatic cascade provides a window of opportunity to prevent BCBM onset. However, to target CTCs causing BCBM, one must dissect mechanisms that allow CTCs to retain their brain metastatic potency while remaining dormant in circulation. We hypothesized that hyperactive mechanisms of DNA repair preserve the genomic make-up of dormant CTCs allowing them to maintain over time the potential for BCBM competence. Comprehensive analyses of breast cancer patient-derived CTC transcriptomes showed that CTC gene signatures closely relate to basal-like breast cancer cell lines rather than the molecular subtype of the primary tumor. However, unlike actively cycling cell lines, a large proportion of CTCs were mitotically dormant (Ki67-/PCNA-) with low overall mRNA expression and transcriptional activity. Upon systemic injection of patient-derived common lineage-depleted cells into immuno-compromised mice, the majority of CTCs were found at metastatic sites in a state of mitotic/metabolic dormancy. Second, dormant CTCs had a lower incidence of double-strand DNA breaks (DSB) than proliferating cells as assessed by Serine139 phosphorylation status of gamma H2AX. Third, we discovered that the human telomere-associated protein RIF1, a mediator of alternative non-homologous end joining repair of DNA DSB interplaying with BRCA1/2, was significantly up-regulated in the Ki67-/PCNA- CTC population. RIF1/BRCA1 foci formation was confirmed in areas of DNA damage in these cells. Lastly, shRNA-mediated RIF1 knockdown promoted dormant cell populations to become more susceptible to UV and bleomycin-induced DNA damage while activating p38 and ERK stress-response pathways as well as their phosphorylation ratio. Moreover, RIF1 knockdown in MDA-MB231BR clone attenuated its metastatic competence to the brain. Collectively, these findings suggest that RIF1 regulates the genomic integrity of dormant CTCs allowing them to survive over time while in circulation. Further elucidation of RIF1-mediated CTC pathways and its dynamics with BRCA1/2 may provide novel strategies for therapeutic intervention. This can be clinically useful in breast cancer patients that are yet to develop overt BCBM.
Citation Format: Debasish Boral, Haowen N. Liu, Wei Yin, Monika Vishnoi, Marc L. Sprouse, Jenny C. Chang, Jean Paul Thiery, Scamardo Antonio, David S. Hong, Dario Marchetti. Mechanisms underlying genomic integrity in breast cancer-derived dormant circulating tumor cells [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 1265. doi:10.1158/1538-7445.AM2017-1265
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Affiliation(s)
| | | | - Wei Yin
- 1Houston Methodist Research Institute, Houston, TX
| | | | | | | | | | | | - David S. Hong
- 4The University of Texas MD Anderson Cancer Center, Houston, TX
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Boral D, Vishnoi M, Liu HN, Yin W, Marchetti D, Hong DS, Scamardo A. Abstract P1-01-07: Maintenance of genomic integrity in dormant circulating tumor cells. Cancer Res 2017. [DOI: 10.1158/1538-7445.sabcs16-p1-01-07] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
More than 67% of deaths in breast cancer patients occur after the initial 5-year survival period while residual disease can be dormant for periods longer than 20 years. Patients are asymptomatic because circulating tumor cells (CTCs) remain dormant and are undetectable by current clinical tools. Dormant CTCs may retain their long-term tumor-initiating (LTI) potential by adhering to their original genome, unlike rapidly cycling cancer cells that are known to have increased genomic instability. We hypothesized that hyperactive mechanisms of DNA repair preserve the genomic make-up of dormant CTCs allowing them to retain their LTI potential, ultimately causing disease relapse.
We isolated and characterized breast cancer CTCs by mutiparametric flow cytometry and DEPArrayTM. Individually isolated breast cancer CTCs had a large proportion (>40%) of dormant (Ki67-/PCNA-) cells. Dormant CTCs had a lower incidence of double-strand DNA breaks (DSB) than proliferating cells as assessed by the phosphorylation status of Serine139 on gamma H2AX. This observation was further validated in a panel of eight genetically distinct breast cancer cell lines. Second, to understand whether dormant cells are inherently more resistant to DSB, we induced DSB in breast cancer cells by UV radiation and bleomycin treatment, and measured residual DSB at regular intervals. Results showed that besides being more resistant to DSB de novo, dormant breast cancer cells were also more efficient repairing their DNA. There are two distinct phases of DSB repair - early [within 2 hours of DSB using Non-Homologous End Joining (NHEJ) methods] and late [evident after 24 hours using Homologous Recombination (HR)]. Unlike proliferating (S-G2M) cells, dormant (G0) cells lack the sister chromatid and repair their DNA exclusively by NHEJ methods. Therefore, and third, we investigated key players of the NHEJ pathway and examined their roles in maintaining genomic integrity. We found that the human telomere-associated protein RIF1, a mediator of alternative NHEJ, was significantly up-regulated in a dormant CTC subset. Dormant sub-populations of breast cancer cells confirmed RIF1 foci formation in areas of DNA damage. Fourth, mis-sense mutation of RIF1 in CAMA-1 cells (ΔRIF1 E1598K) as well as shRNA mediated RIF1 knockdown in HCC1954 and ZR-75-1 cell lines attenuated resistance of the dormant subset to UV and bleomycin treatment. Finally, RIF1 knockdown activated both p38 and pERK pathways albeit to varying degrees in multiple cell lines resulting in metastatic inefficiency in xenograft and syngeneic mouse models.
Collectively, these findings suggest that RIF1 may play functional roles in maintaining the genomic integrity of dormant CTCs and be a potential biomarker of breast cancer CTC survival while in circulation.
Citation Format: Boral D, Vishnoi M, Liu HN, Yin W, Marchetti D, Hong DS, Scamardo A. Maintenance of genomic integrity in dormant circulating tumor cells [abstract]. In: Proceedings of the 2016 San Antonio Breast Cancer Symposium; 2016 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2017;77(4 Suppl):Abstract nr P1-01-07.
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Affiliation(s)
- D Boral
- Houston Methodist Research Institute, Houston, TX; University of Texas M D Anderson Cancer Center, Houston, TX
| | - M Vishnoi
- Houston Methodist Research Institute, Houston, TX; University of Texas M D Anderson Cancer Center, Houston, TX
| | - HN Liu
- Houston Methodist Research Institute, Houston, TX; University of Texas M D Anderson Cancer Center, Houston, TX
| | - W Yin
- Houston Methodist Research Institute, Houston, TX; University of Texas M D Anderson Cancer Center, Houston, TX
| | - D Marchetti
- Houston Methodist Research Institute, Houston, TX; University of Texas M D Anderson Cancer Center, Houston, TX
| | - DS Hong
- Houston Methodist Research Institute, Houston, TX; University of Texas M D Anderson Cancer Center, Houston, TX
| | - A Scamardo
- Houston Methodist Research Institute, Houston, TX; University of Texas M D Anderson Cancer Center, Houston, TX
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Vishnoi M, Peddibhotla S, Yin W, Xue Z, Scamardo AT, George GC, Hong DS, Marchetti D. Abstract 1530: Dissecting breast cancer dormant CTC phenotypes. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-1530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Tumor relapse is a clinically relevant problem in breast cancer where patients are asymptomatic because disseminated cells appear to become dormant for periods longer than 20 years and are undetectable by current clinical tools. Uncovering phenotypes of circulating tumor cells (CTCs) - the “seeds” of intractable metastasis-offers the promise to dissect CTC heterogeneity in relation to metastatic competence, to predict biomarker assessment, and to significantly improve monitoring and treatment of cancer. However, little is known about CTC biology and how CTCs differ in their capacity to circulate while maintaining a metastatic potential. We hypothesized that EpCAM-negative breast cancer CTC subsets exist, and avoid organ arrest with extreme efficiency by the concomitant presence of quiescence and stem cell properties. We collected peripheral blood of clinically diagnosed breast cancer patients with or without brain metastasis, and performed multiparametric flow cytometry to isolate EpCAM-negative CTC subsets with stem-cell properties (CD44+/CD24-), along with combinatorial expression of two neoplastic markers: urokinase plasminogen activator receptor (uPAR) and integrin beta1 (int β1). EpCAM-negative CTCs were further interrogated at a single-cell level employing DEPArray platform. Second, we were able to culture FACS-sorted CTC subsets, selected for six cell-surface expression markers (CD45-/EpCAM-negative/CD44+/CD24-/uPAR+/-/int β1+/-), as long-term in-vitro 3D CTC tumorspheres. Third, CTC subsets were interrogated for biomarker profiling and biological characteristics. We identified adhesive, proliferative and invasive properties of 3D CTC tumorspheres which were distinct per uPAR/int β1 combinatorial expression. Lastly, we performed next-generation whole-genome sequencing and mutation analyses to discover unique genomic signatures of uPAR/int β1 CTC subsets and verified as putative CTCs originally disseminated from primary breast tumor. Additional investigations are being pursued assessing the molecular and genomic characterization of uPAR/int β1 CTC subsets comprehensively. Clinical relevance of this research includes that this may enhance abilities to prospectively identify patients who may be at high-risk of developing breast cancer brain metastasis.
Citation Format: Monika Vishnoi, Sirisha Peddibhotla, Wei Yin, Zhong Xue, Antonio T. Scamardo, Goldy C. George, David S. Hong, Dario Marchetti. Dissecting breast cancer dormant CTC phenotypes. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 1530.
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Affiliation(s)
| | | | - Wei Yin
- 1Houston Methodist Research Institute, Houston, TX
| | - Zhong Xue
- 1Houston Methodist Research Institute, Houston, TX
| | | | - Goldy C. George
- 3The University of Texas MD Anderson Cancer Center, Houston, TX
| | - David S. Hong
- 3The University of Texas MD Anderson Cancer Center, Houston, TX
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Boral D, Liu HN, Yin W, Vishnoi M, Scamardo A, George GC, Hong DS, Marchetti D. Abstract 3143: Deciphering mechanisms of circulating tumor cells in breast cancer dormancy. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-3143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
More than 67% of deaths in breast cancer patients occur after the initial 5-year survival period while residual disease can be dormant for periods longer than 20 years. Patients are asymptomatic because circulating tumor cells (CTCs) remain dormant and are undetectable by current clinical tools. Dormant CTCs may retain their long-term tumor-initiating (LTI) potential by adhering to their original genome, unlike rapidly cycling cancer cells that are known to have increased genomic instability. We hypothesized that hyperactive mechanisms of DNA repair preserve the genomic make-up of dormant CTCs allowing them to retain their LTI potential, ultimately causing disease relapse.
We isolated and characterized EpCAM-negative breast cancer CTCs by mutiparametric flow cytometry and DEPArrayTM. Individually isolated breast cancer CTCs had a large proportion (>40%) of dormant (Ki67-/PCNA-) cells. Dormant CTCs had a lower incidence of double-strand DNA breaks (DSB) than proliferating cells as assessed by the phosphorylation status of Serine139 on gamma H2AX. This observation was further validated in a panel of eight genetically distinct breast cancer cell lines. Second, to understand whether dormant cells are inherently more resistant to DSB, we induced DSB in breast cancer cells by UV radiation and bleomycin treatment, and measured residual DSB at regular intervals. Results showed that besides being more resistant to DSB de novo, dormant breast cancer cells were also more efficient in repairing their DNA. There are two distinct phases of DSB repair - early [within 2 hours of DSB using Non-Homologous End Joining (NHEJ) methods] and late [evident after 24 hours using Homologous Recombination (HR)]. Unlike proliferating (S-G2M) cells, dormant (G0) cells lack the sister chromatid and repair their DNA exclusively by NHEJ methods. Therefore, and third, we investigated key players of the NHEJ pathway and examined their roles in maintaining genomic integrity. We found that the human telomere-associated protein RIF1, a mediator of alternative NHEJ, was significantly up-regulated in a dormant CTC subset. Dormant sub-populations of breast cancer cells confirmed RIF1 foci formation in areas of DNA damage. Fourth, mis-sense mutation of RIF1 in CAMA-1 cells (ΔRIF1 E1598K) attenuated resistance of the dormant subset to UV and bleomycin treatment.
Collectively, these findings suggest that RIF1 may play functional roles in maintaining the genomic integrity of dormant CTCs. Further investigations are being pursued to assess RIF1 contributions to retain CTC LTI potential leading to CTC-driven metastasis.
Citation Format: Debasish Boral, Haowen N. Liu, Wei Yin, Monika Vishnoi, Antonio Scamardo, Goldy C. George, David S. Hong, Dario Marchetti. Deciphering mechanisms of circulating tumor cells in breast cancer dormancy. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 3143.
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Affiliation(s)
| | | | - Wei Yin
- 1Houston Methodist Research Institute, Houston, TX
| | | | | | - Goldy C. George
- 2The University of Texas MD Anderson Cancer Center, Houston, TX
| | - David S. Hong
- 2The University of Texas MD Anderson Cancer Center, Houston, TX
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Vishnoi M, Peddibhotla S, Yin W, T Scamardo A, George GC, Hong DS, Marchetti D. The isolation and characterization of CTC subsets related to breast cancer dormancy. Sci Rep 2015; 5:17533. [PMID: 26631983 PMCID: PMC4668355 DOI: 10.1038/srep17533] [Citation(s) in RCA: 84] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2015] [Accepted: 10/30/2015] [Indexed: 02/08/2023] Open
Abstract
Uncovering CTCs phenotypes offer the promise to dissect their heterogeneity related to metastatic competence. CTC survival rates are highly variable and this can lead to many questions as yet unexplored properties of CTCs responsible for invasion and metastasis vs dormancy. We isolated CTC subsets from peripheral blood of patients diagnosed with or without breast cancer brain metastasis. CTC subsets were selected for EpCAM negativity but positivity for CD44(+)/CD24(-) stem cell signature; along with combinatorial expression of uPAR and int β1, two markers directly implicated in breast cancer dormancy mechanisms. CTC subsets were cultured in vitro generating 3D CTC tumorspheres which were interrogated for biomarker profiling and biological characteristics. We identified proliferative and invasive properties of 3D CTC tumorspheres distinctive upon uPAR/int β1 combinatorial expression. The molecular characterization of uPAR/int β1 CTC subsets may enhance abilities to prospectively identify patients who may be at high risk of developing BCBM.
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Affiliation(s)
- Monika Vishnoi
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston, TX
| | - Sirisha Peddibhotla
- Department of Pathology &Immunology, Baylor College of Medicine, Houston, TX
| | - Wei Yin
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston, TX
| | - Antonio T Scamardo
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Goldy C George
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - David S Hong
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Dario Marchetti
- Biomarker Research Program Center, Houston Methodist Research Institute, Houston, TX.,Department of Molecular &Cellular Biology and The Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX
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Peddibhotla S, Vishnoi M, Yin W, Chen Y, Scamardo A, Hong D, Marchetti D. Abstract 363: Dissecting CTC phenotypes: insights into mechanisms of breast cancer dormancy. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Uncovering phenotypes of patient-derived Circulating Tumor Cells (CTCs) offers the promise to dissect CTC heterogeneity in relation to metastatic competence, and to determine biomarkers of therapeutic utility for improved treatment. However, it is still unknown whether and how CTCs differ in their capacity to circulate while maintaining metastatic potential. Rates of CTC survival are highly variable, lasting less than few hours in some patients but in the order of decades in others. This can lead to many questions for yet unexplored mechanisms of CTCs responsible for dormancy, along with their properties and biomarker functionalities.
We hypothesized that breast cancer CTC subsets possessing markers of pluripotency avoid organ arrest with extreme efficiency by the concomitant presence of quiescence and stem cell properties; and that expression of urokinase plasminogen activator receptor (uPAR) and beta-1 integrin (β1int), two biomarkers known to be directly implicated in tumor cell dormancy, are relevant in controlling the recurrence of breast cancer brain metastasis (BCBM). First, we isolated CTC subsets not expressing the epithelial cell adhesion molecule (EpCAM-negative CTCs), and characterized these subsets using DEPArrayTM, a new CTC platform able to dissect CTC heterogeneity at a single-cell level, thus interrogating the smallest functional unit of cancer. We captured EpCAM-negative/CD45-/CD44+/CD24- breast cancer CTC subsets that possessed combinatorial uPAR and β1int expression using multiparametric flow cytometry. Second, CTC subsets grew in vitro and were further characterized by DEPArrayTM. Markers expression was confirmed by confocal microscopy with subsets possessing a specific breast cancer gene profiling. Third, EpCAM-negative CTC subsets (uPAR+/β1int+ and uPAR-/β1int-) were interrogated for human embryonic stem cell markers by RT2 PCR arrays. Gene expression profiling was consistently distinct among uPAR+/β1int+ vs. uPAR-/β1int- CTC subsets and dependent upon patients’ BCBM status: expression of genes implicated in cell cycle progression (e.g., CDK42, CDK1), angiogenesis (e.g., FGF-2), and pluripotency (e.g., KLF4) was >30-fold higher than controls. Third, CTC subsets gene patterns isolated from patients with BCBM possessed RT2 profiles that were strikingly distinct from ones derived from patients with no BCBM. Of note, gene expression for RIF-1, a protein that counteracts actions of the breast cancer suppressor BRCA1, was highest (>50-fold) with distinct RIF-1 nuclear patterns in BCBM CTC subsets.
In summary, we have linked EpCAM-negative uPAR/β1int CTC subsets and their properties to clinical BCBM; and will assess the therapeutic inhibition of uPAR/β1int CTC biomarkers on BCBM development and its timing. Deciphering the relevance of uPAR/β1int as key CTC biomarkers of dormancy vs. metastatic competence will elucidate CTC mechanisms responsible for BCBM onset.
Citation Format: Sirisha Peddibhotla, Monika Vishnoi, Wei Yin, Yizhen Chen, Antonio Scamardo, David Hong, Dario Marchetti. Dissecting CTC phenotypes: insights into mechanisms of breast cancer dormancy. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 363. doi:10.1158/1538-7445.AM2015-363
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Affiliation(s)
| | | | - Wei Yin
- 1Baylor College of Medicine, Houston, TX
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Devi SN, Vishnoi M, Kiehler B, Haggett L, Fujita M. In vivo functional characterization of the transmembrane histidine kinase KinC in Bacillus subtilis. Microbiology (Reading) 2015; 161:1092-1104. [PMID: 25701730 DOI: 10.1099/mic.0.000054] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Accepted: 02/09/2015] [Indexed: 11/18/2022]
Abstract
In response to starvation, Bacillus subtilis cells differentiate into different subsets, undergoing cannibalism, biofilm formation or sporulation. These processes require a multiple component phosphorelay, wherein the master regulator Spo0A is activated upon phosphorylation by one or a combination of five histidine kinases (KinA-KinE) via two intermediate phosphotransferases, Spo0F and Spo0B. In this study, we focused on KinC, which was originally identified as a sporulation kinase and was later shown to regulate cannibalism and biofilm formation. First, genetic experiments using both the domesticated and undomesticated (biofilm forming) strains revealed that KinC activity and the membrane localization are independent of both the lipid raft marker proteins FloTA and cytoplasmic potassium concentration, which were previously shown to be required for the kinase activity. Next, we demonstrated that KinC controls cannibalism and biofilm formation in a manner dependent on phosphorelay. For further detailed characterization of KinC, we established an IPTG-inducible expression system in the domesticated strain, in which biofilm formation is defective, for simplicity of study. Using this system, we found that the N-terminal transmembrane domain is dispensable but the PAS domain is needed for the kinase activity. An in vivo chemical cross-linking experiment demonstrated that the soluble and functional KinC (KinC(ΔTM1+2)) forms a tetramer. Based on these results, we propose a revised model in which KinC becomes active by forming a homotetramer via the N-terminal PAS domain, but its activity is independent of both the lipid raft and the potassium leakage, which was previously suggested to be induced by surfactin.
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Affiliation(s)
- Seram Nganbiton Devi
- Department of Biology and Biochemistry, University of Houston, Houston, TX 77204-5001, USA
| | - Monika Vishnoi
- Department of Biology and Biochemistry, University of Houston, Houston, TX 77204-5001, USA
| | - Brittany Kiehler
- Department of Biology and Biochemistry, University of Houston, Houston, TX 77204-5001, USA
| | - Lindsey Haggett
- Department of Biology and Biochemistry, University of Houston, Houston, TX 77204-5001, USA
| | - Masaya Fujita
- Department of Biology and Biochemistry, University of Houston, Houston, TX 77204-5001, USA
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Vishnoi M, Mishra DK, Thrall MJ, Kurie JM, Kim MP. Circulating tumor cells from a 4-dimensional lung cancer model are resistant to cisplatin. J Thorac Cardiovasc Surg 2014; 148:1056-63; discussion 1063-4. [DOI: 10.1016/j.jtcvs.2014.05.059] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Revised: 05/14/2014] [Accepted: 05/21/2014] [Indexed: 12/14/2022]
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Vishnoi M, Narula J, Devi SN, Dao HA, Igoshin OA, Fujita M. Triggering sporulation in Bacillus subtilis with artificial two-component systems reveals the importance of proper Spo0A activation dynamics. Mol Microbiol 2013; 90:181-94. [PMID: 23927765 DOI: 10.1111/mmi.12357] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/02/2013] [Indexed: 11/27/2022]
Abstract
Sporulation initiation in Bacillus subtilis is controlled by the phosphorylated form of the master regulator Spo0A which controls transcription of a multitude of sporulation genes. In this study, we investigated the importance of temporal dynamics of phosphorylated Spo0A (Spo0A∼P) accumulation by rewiring the network controlling its phosphorylation. We showed that simultaneous induction of KinC, a kinase that can directly phosphorylate Spo0A, and Spo0A itself from separately controlled inducible promoters can efficiently trigger sporulation even under nutrient rich conditions. However, the sporulation efficiency in this artificial two-component system was significantly impaired when KinC and/or Spo0A induction was too high. Using mathematical modelling, we showed that gradual accumulation of Spo0A∼P is essential for the proper temporal order of the Spo0A regulon expression, and that reduction in sporulation efficiency results from the reversal of that order. These insights led us to identify premature repression of DivIVA as one possible explanation for the adverse effects of accelerated accumulation of Spo0A∼P on sporulation. Moreover, we found that positive feedback resulting from autoregulation of the native spo0A promoter leads to robust control of Spo0A∼P accumulation kinetics. Thus we propose that a major function of the conserved architecture of the sporulation network is controlling Spo0A activation dynamics.
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Affiliation(s)
- Monika Vishnoi
- Department of Biology and Biochemistry, University of Houston, Houston, TX, 77204-5001, USA
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Das PJ, McCarthy F, Vishnoi M, Paria N, Gresham C, Li G, Kachroo P, Sudderth AK, Teague S, Love CC, Varner DD, Chowdhary BP, Raudsepp T. Stallion sperm transcriptome comprises functionally coherent coding and regulatory RNAs as revealed by microarray analysis and RNA-seq. PLoS One 2013; 8:e56535. [PMID: 23409192 PMCID: PMC3569414 DOI: 10.1371/journal.pone.0056535] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2012] [Accepted: 01/10/2013] [Indexed: 01/23/2023] Open
Abstract
Mature mammalian sperm contain a complex population of RNAs some of which might regulate spermatogenesis while others probably play a role in fertilization and early development. Due to this limited knowledge, the biological functions of sperm RNAs remain enigmatic. Here we report the first characterization of the global transcriptome of the sperm of fertile stallions. The findings improved understanding of the biological significance of sperm RNAs which in turn will allow the discovery of sperm-based biomarkers for stallion fertility. The stallion sperm transcriptome was interrogated by analyzing sperm and testes RNA on a 21,000-element equine whole-genome oligoarray and by RNA-seq. Microarray analysis revealed 6,761 transcripts in the sperm, of which 165 were sperm-enriched, and 155 were differentially expressed between the sperm and testes. Next, 70 million raw reads were generated by RNA-seq of which 50% could be aligned with the horse reference genome. A total of 19,257 sequence tags were mapped to all horse chromosomes and the mitochondrial genome. The highest density of mapped transcripts was in gene-rich ECA11, 12 and 13, and the lowest in gene-poor ECA9 and X; 7 gene transcripts originated from ECAY. Structural annotation aligned sperm transcripts with 4,504 known horse and/or human genes, rRNAs and 82 miRNAs, whereas 13,354 sequence tags remained anonymous. The data were aligned with selected equine gene models to identify additional exons and splice variants. Gene Ontology annotations showed that sperm transcripts were associated with molecular processes (chemoattractant-activated signal transduction, ion transport) and cellular components (membranes and vesicles) related to known sperm functions at fertilization, while some messenger and micro RNAs might be critical for early development. The findings suggest that the rich repertoire of coding and non-coding RNAs in stallion sperm is not a random remnant from spermatogenesis in testes but a selectively retained and functionally coherent collection of RNAs.
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Affiliation(s)
- Pranab J Das
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, Texas, United States of America
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Raudsepp T, McCue ME, Das PJ, Dobson L, Vishnoi M, Fritz KL, Schaefer R, Rendahl AK, Derr JN, Love CC, Varner DD, Chowdhary BP. Genome-wide association study implicates testis-sperm specific FKBP6 as a susceptibility locus for impaired acrosome reaction in stallions. PLoS Genet 2012; 8:e1003139. [PMID: 23284302 PMCID: PMC3527208 DOI: 10.1371/journal.pgen.1003139] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2012] [Accepted: 10/18/2012] [Indexed: 01/07/2023] Open
Abstract
Impaired acrosomal reaction (IAR) of sperm causes male subfertility in humans and animals. Despite compelling evidence about the genetic control over acrosome biogenesis and function, the genomics of IAR is as yet poorly understood, providing no molecular tools for diagnostics. Here we conducted Equine SNP50 Beadchip genotyping and GWAS using 7 IAR–affected and 37 control Thoroughbred stallions. A significant (P<6.75E-08) genotype–phenotype association was found in horse chromosome 13 in FK506 binding protein 6 (FKBP6). The gene belongs to the immunophilins FKBP family known to be involved in meiosis, calcium homeostasis, clathrin-coated vesicles, and membrane fusions. Direct sequencing of FKBP6 exons in cases and controls identified SNPs g.11040315G>A and g.11040379C>A (p.166H>N) in exon 4 that were significantly associated with the IAR phenotype both in the GWAS cohort (n = 44) and in a large multi-breed cohort of 265 horses. All IAR stallions were homozygous for the A-alleles, while this genotype was found only in 2% of controls. The equine FKBP6 was exclusively expressed in testis and sperm and had 5 different transcripts, of which 4 were novel. The expression of this gene in AC/AG heterozygous controls was monoallelic, and we observed a tendency for FKBP6 up-regulation in IAR stallions compared to controls. Because exon 4 SNPs had no effect on the protein structure, it is likely that FKBP6 relates to the IAR phenotype via regulatory or modifying functions. In conclusion, FKBP6 was considered a susceptibility gene of incomplete penetrance for IAR in stallions and a candidate gene for male subfertility in mammals. FKBP6 genotyping is recommended for the detection of IAR–susceptible individuals among potential breeding stallions. Successful use of sperm as a source of DNA and RNA propagates non-invasive sample procurement for fertility genomics in animals and humans. Impaired acrosomal reaction (IAR) of sperm causes male subfertility in humans and animals, and currently the molecular causes of the condition are not known. Here we report the mapping, identification, and functional analysis of a susceptibility locus for IAR in stallions. The candidate region was mapped to horse chromosome 13 by SNP genotyping and GWAS of 7 IAR affected and 44 control Thoroughbred stallions. Re-sequencing and case-control analysis of functionally relevant candidate genes in the region identified FKBP6 gene as a significantly associated locus. The association was confirmed by genotyping 265 male horses of multiple breeds. FKBP6 belongs to the immunophilins FKBP family known to be involved in meiosis, calcium homeostasis, clathrin-coated vesicles, and membrane fusions. We showed that the equine FKBP6 is exclusively and monoallelically expressed in testis and sperm and has 5 different transcripts, of which 4 were novel. Overall, FKBP6 was considered a susceptibility gene of incomplete penetrance for IAR in stallions and a candidate gene for male subfertility in other mammals. Successful use of sperm as a source of DNA and RNA propagates non-invasive sample procurement for fertility genomics in animals and humans.
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Affiliation(s)
- Terje Raudsepp
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, Texas, USA.
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Das PJ, Paria N, Gustafson-Seabury A, Vishnoi M, Chaki SP, Love CC, Varner DD, Chowdhary BP, Raudsepp T. Total RNA isolation from stallion sperm and testis biopsies. Theriogenology 2010; 74:1099-1106, 1106e1-2. [DOI: 10.1016/j.theriogenology.2010.04.023] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2009] [Revised: 04/17/2010] [Accepted: 04/24/2010] [Indexed: 01/09/2023]
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Vishnoi M, Pandey SN, Choudhuri G, Mittal B. IL-1 gene polymorphisms and genetic susceptibility of gallbladder cancer in a north Indian population. ACTA ACUST UNITED AC 2008; 186:63-8. [PMID: 18940468 DOI: 10.1016/j.cancergencyto.2008.05.004] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2008] [Revised: 04/25/2008] [Accepted: 05/12/2008] [Indexed: 12/16/2022]
Abstract
Long-standing gallstones are generally present in 65-80% patients of gallbladder cancer (GBC). It has also been suggested that inflammation caused by gallstones may be involved in the development of GBC. Interleukin-1 receptor antagonist (IL-1RN) and interleukin-1 beta (IL-1B) are proinflammatory cytokine genes at the interleukin-1 locus, and polymorphisms of these genes have been associated with various inflammatory diseases. The aim of this study was to investigate whether polymorphism in the IL-1RN and IL-1B genes are associated with GBC patients with and without gallstones. Polymorphisms within the IL-1RN 86-base pair VNTR (variable number tandem repeat) and IL-1B (-511C --> T) were genotyped using polymerase chain reaction (PCR) and PCR restriction fragment length polymorphism in 166 healthy subjects and 124 GBC patients. The frequency of the IL-1RN, VNTR 2/2 genotype was significantly higher in GBC patients [P = 0.017; odds ratio (OR) = 3.25; 95% confidence interval (CI) = 1.23-8.58]. CC genotype and 'C' allele of the -511IL-1B C --> T polymorphism also showed high risk for GBC (P = 0.033; OR = 3.36; 95%CI = 1.52-7.43, P = 0.047, OR = 1.41; 95%CI = 1.00-1.98, respectively). The higher cancer risk due to the IL-1RN, 2/2 genotype was observed in GBC patients with or without stones (P = 0.038; OR = 3.58; 95%CI = 1.08-11.65, P = 0.035; OR = 3.33; 95%CI = 1.08-10.61). Risk due to the CC genotype of IL-1B, however, was confined to GBC patients harboring gallstones (P = 0.0003; OR = 6.92; 95%CI = 2.65-18.03). The haplotype 1/C of IL-1RN and IL-1B was found to confer a significantly enhanced risk of GBC in cancer patients with gallstones (P = 0.022; OR = 2.19; 95%CI = 1.12-4.27), while higher risk resulting from 2/C haplotype was of borderline significance (P = 0.061; OR = 3.04; 95%CI = 0.95-9.70). Individuals with 1/C and 2/C haplotypes of IL-1RN VNTR and -511IL-1B C --> T polymorphisms were more susceptible to develop GBC with gallstones compared to healthy controls in north India.
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Affiliation(s)
- Monika Vishnoi
- Department of Genetics, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Raebareilly Road, Lucknow-226014, India
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Vishnoi M, Pandey SN, Modi DR, Kumar A, Mittal B. Genetic susceptibility of epidermal growth factor +61A>G and transforming growth factor beta1 -509C>T gene polymorphisms with gallbladder cancer. Hum Immunol 2008; 69:360-7. [PMID: 18571008 DOI: 10.1016/j.humimm.2008.04.004] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2008] [Revised: 04/02/2008] [Accepted: 04/07/2008] [Indexed: 12/13/2022]
Abstract
Epidermal growth factor (EGF) and transforming growth factor beta1 (TGFbeta1) play important roles in tumor biology. Single nucleotide polymorphisms in EGF and TGFB1 genes alter the expression of these growth factors and influence the tumorigenesis process. The aim of our present study was to determine the association of EGF+61A>G (rs4444903) and TGFB1-509C>T (rs1800469) gene polymorphism with susceptibility to gallbladder cancer (GBC). The present case-control association study was carried out in 126 confirmed GBC patients and 190 healthy subjects. Genotyping was performed by polymerase chain reaction-restriction fragment length polymorphism methods. The GG genotype of EGF+61A>G was significantly associated with GBC [p=0.012, odds ratio (OR)=2.22, 95% confidence interval (CI)=1.19-4.15] in comparison to healthy subjects. Analysis based on gender indicated risk due to GG genotype was limited to female GBC patients (p=0.003, OR=3.45, 95% CI=1.52-7.82). Upon stratification of GBC patients on the basis of the presence or absence of gallstones, the risk due to EGF polymorphism was not modulated by the status of gallstones. The TGFB1-509C>T polymorphism was not associated with GBC. Also, we did not find any association of this polymorphism when GBC patients were subdivided on the basis of gender. However, after stratification of GBC patients on the status of gallstones, we determined that the CT genotype of TGFB1 was associated with increased risk of GBC without gallstones (p value=0.030, OR=2.90, 95% CI=1.26-6.69). Furthermore, the combination of the GG genotype of EGF and the CT genotype of TGFB1 demonstrated synergistic increase in risk of GBC. In conclusion, the higher producing +61G allele of EGF and -509 CT genotype of TGFB1 synergistically increase the susceptibility of gallbladder cancer (p value=0.003). Further study in large samples size is required to confirm our findings.
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Affiliation(s)
- Monika Vishnoi
- Department of Genetics, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow 226014, India
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Vishnoi M, Pandey SN, Choudhury G, Kumar A, Modi DR, Mittal B. Do TNFA -308 G/A and IL6 -174 G/C gene polymorphisms modulate risk of gallbladder cancer in the north Indian population? Asian Pac J Cancer Prev 2007; 8:567-572. [PMID: 18260730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2023] Open
Abstract
OBJECTIVES Gallbladder carcinoma (GBC) is highly aggressive neoplasm which arises in the background of gall stones and inflammation. GBC affects women 2-3 times more frequently than men. Pro-inflammatory TNFA and IL6 gene polymorphism has been associated with various inflammatory diseases. The aim of this study was to investigate whether TNFA -308 (G/A) and IL6 -174 G/C polymorphisms within flanking region of the genes are associated with GBC susceptibility. METHODS The promoter polymorphisms were genotyped using PCR-RFLP in 200 healthy subjects and 124 GBC patients. RESULTS Frequency distribution of TNFA -308 (G/A) and IL6 -174 G/C were not significantly different in GBC patients in comparison to healthy controls. However, frequency of TNFA -308 (G/A) polymorphism in female GBC patients without gallstone were significantly different (p-value= 0.006) when compared to healthy female subjects (OR=3.054; 95% CI=1.39-6.72). CONCLUSION These results suggest that TNFA -308 (G/A) polymorphism may influence the susceptibility of female gender gallbladder cancer in absence of gallstones while IL6 -174 G/C polymorphism does not seem to be playing significant role in the susceptibility to gallbladder cancer.
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Affiliation(s)
- Monika Vishnoi
- Department of Genetics, Sanjay Gandhi Post Graduate Institute of Medica Sciences, Lucknow, India
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