1
|
Tomczak K, Patel MS, Bhalla AD, Peterson CB, Landers SM, Callahan SC, Zhang D, Wong J, Landry JP, Lazar AJ, Livingston JA, Guadagnolo BA, Lyu HG, Lillemoe H, Roland CL, Keung EZ, Scally CP, Hunt KK, McCutcheon IE, Slopis JM, Gu J, Scheet P, Wang L, Rai K, Torres KE. Plasma DNA Methylation-Based Biomarkers for MPNST Detection in Patients With Neurofibromatosis Type 1. Mol Carcinog 2025; 64:44-56. [PMID: 39600120 PMCID: PMC11636586 DOI: 10.1002/mc.23825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Accepted: 09/18/2024] [Indexed: 11/29/2024]
Abstract
Malignant peripheral nerve sheath tumor (MPNST) development is characterized by an altered DNA methylation landscape, which presents a promising area for developing MPNST-specific biomarkers for screening patients with NF1. Genome-wide DNA methylation profiling of a cohort of 13 patients with MPNST (29 samples of tumor and adjacent neurofibroma tissues) and of NF1-MPNST cell lines was performed to identify and validate candidate MPNST-specific CpG sites (CpGs). A logistic regression prediction model was constructed to select MPNST-specific CpGs distinct from adjacent neurofibromas and normal tissues. To test if hypermethylation at selected CpGs can also be detected in plasma from patients with MPNST, cfMBD-seq was applied to profile the cfDNA methylome of blood from patients with MPNST and NF1. Based on stringent feature-selection criteria and predictive modeling, we identified 73 candidate MPNST-specific CpGs (67 with unique CpG island locations) that reliably discriminated MPNSTs from neurofibromas. Validation of five candidate biomarkers confirmed successful MPNST detection (sensitivity: > 88%, specificity: > 91%) in tissues. In plasma samples, 63 of 67 selected genomic regions had greater than 1.2-fold higher methylation in patients with MPNST than those with NF1. Further, we identified 15 CpG islands that consistently separated plasma from patients with confirmed MPNST diagnosis from plasma of individuals with NF1 without a diagnosis of malignant transformation (FDR < 0.1). Our findings confirmed a unique hypermethylation pattern present during malignant transformation. This study highlights the potential to be investigated further as biomarkers in clinical settings for early MPNST detection in patients with NF1.
Collapse
Affiliation(s)
- Katarzyna Tomczak
- Department of Surgical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Department of Genomic MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Manishkumar S. Patel
- Department of Tumor Microenvironment and MetastasisH. Lee Moffitt Cancer Center and Research InstituteTampaFloridaUSA
| | - Angela D. Bhalla
- Department of Surgical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Christine B. Peterson
- Department of BiostatisticsThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Sharon M. Landers
- Department of Surgical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - S. Carson Callahan
- Department of Genomic MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Di Zhang
- Department of EpidemiologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Justin Wong
- Department of EpidemiologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Jace P. Landry
- Department of Surgical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Alexander J. Lazar
- Department of PathologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - J. Andrew Livingston
- Department of Sarcoma Medical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - B. Ashleigh Guadagnolo
- Department of Radiation OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Heather G. Lyu
- Department of Surgical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Heather Lillemoe
- Department of Surgical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Christina L. Roland
- Department of Surgical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Emily Z. Keung
- Department of Surgical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Christopher P. Scally
- Department of Surgical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Kelly K. Hunt
- Department of Breast Surgical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Ian E. McCutcheon
- Department of NeurosurgeryThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - John M. Slopis
- Department of Neuro‐OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Jian Gu
- Department of EpidemiologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Paul Scheet
- Department of EpidemiologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Liang Wang
- Department of Tumor Microenvironment and MetastasisH. Lee Moffitt Cancer Center and Research InstituteTampaFloridaUSA
| | - Kunal Rai
- Department of Genomic MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | - Keila E. Torres
- Department of Surgical OncologyThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
- Department of Genomic MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| |
Collapse
|
2
|
Dinić J, Jovanović Stojanov S, Dragoj M, Grozdanić M, Podolski-Renić A, Pešić M. Cancer Patient-Derived Cell-Based Models: Applications and Challenges in Functional Precision Medicine. Life (Basel) 2024; 14:1142. [PMID: 39337925 PMCID: PMC11433531 DOI: 10.3390/life14091142] [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: 07/31/2024] [Revised: 08/22/2024] [Accepted: 09/07/2024] [Indexed: 09/30/2024] Open
Abstract
The field of oncology has witnessed remarkable progress in personalized cancer therapy. Functional precision medicine has emerged as a promising avenue for achieving superior treatment outcomes by integrating omics profiling and sensitivity testing of patient-derived cancer cells. This review paper provides an in-depth analysis of the evolution of cancer-directed drugs, resistance mechanisms, and the role of functional precision medicine platforms in revolutionizing individualized treatment strategies. Using two-dimensional (2D) and three-dimensional (3D) cell cultures, patient-derived xenograft (PDX) models, and advanced functional assays has significantly improved our understanding of tumor behavior and drug response. This progress will lead to identifying more effective treatments for more patients. Considering the limited eligibility of patients based on a genome-targeted approach for receiving targeted therapy, functional precision medicine provides unprecedented opportunities for customizing medical interventions according to individual patient traits and individual drug responses. This review delineates the current landscape, explores limitations, and presents future perspectives to inspire ongoing advancements in functional precision medicine for personalized cancer therapy.
Collapse
Affiliation(s)
| | | | | | | | | | - Milica Pešić
- Department of Neurobiology, Institute for Biological Research “Siniša Stanković”—National Institute of the Republic of Serbia, University of Belgrade, Bulevar Despota Stefana 142, 11108 Belgrade, Serbia; (J.D.); (S.J.S.); (M.D.); (M.G.); (A.P.-R.)
| |
Collapse
|
3
|
Heredia-Mendez AJ, Sánchez-Sánchez G, López-Camarillo C. Reprogramming of the Genome-Wide DNA Methylation Landscape in Three-Dimensional Cancer Cell Cultures. Cancers (Basel) 2023; 15:cancers15071991. [PMID: 37046652 PMCID: PMC10093594 DOI: 10.3390/cancers15071991] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 03/13/2023] [Accepted: 03/19/2023] [Indexed: 03/29/2023] Open
Abstract
During the last century, 2D cell cultures have been the tool most widely used to study cancer biology, drug discovery, genomics, and the regulation of gene expression at genetic/epigenetic levels. However, this experimental approach has limitations in faithfully recreating the microenvironment and cellular processes occurring in tumors. For these reasons, 3D cell cultures have recently been implemented to optimize the conditions that better recreate the biological and molecular features of tumors, including cell–cell and cell–extracellular matrix (ECM) interactions, growth kinetics, metabolic activities, and the development of gradients in the cellular microenvironment affecting the availability of oxygen and nutrients. In this sense, tumor cells receive stimuli from the local environment, resulting in significant changes in their signaling pathways, gene expression, and transcriptional and epigenetic patterns. In this review, we discuss how different types of 3D cell culture models can be applied to characterize the epigenetic footprints of cancer cell lines, emphasizing that DNA methylation patterns play an essential role in the emergence and development of cancer. However, how 3D cancer cell cultures remodel the epigenetic programs is poorly understood, with very few studies in this emerging topic. Here, we have summarized the studies on the reprogramming of the epigenetic landscape of DNA methylation during tumorigenesis and discuss how it may be affected by microenvironmental factors, specifically in 3D cell cultures.
Collapse
|
4
|
Raik S, Thakur R, Rattan V, Kumar N, Pal A, Bhattacharyya S. Temporal Modulation of DNA Methylation and Gene Expression in Monolayer and 3D Spheroids of Dental Pulp Stem Cells during Osteogenic Differentiation: A Comparative Study. Tissue Eng Regen Med 2022; 19:1267-1282. [PMID: 36221017 PMCID: PMC9679125 DOI: 10.1007/s13770-022-00485-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Revised: 08/03/2022] [Accepted: 08/06/2022] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Human mesenchymal stem cells are being used for various regenerative applications in past decades. This study chronicled a temporal profile of the transcriptional pattern and promoter methylation status of the osteogenic related gene in dental pulp stem cells (DPSCs) derived from 3-dimensional spheroid culture (3D) vis a vis 2-dimensional (2D) monolayer culture upon osteogenic induction. METHODS Biomimetic properties of osteogenesis were determined by alkaline phosphatase assay and alizarin red staining. Gene expression and promoter methylation status of osteogenic genes such as runt-related transcription factor-2, collagen1α1, osteocalcin (OCN), and DLX5 (distal-homeobox) were performed by qPCR assay and bisulfite sequencing, respectively. Furthermore, µ-Computed tomography (micro-CT) was performed to examine the new bone formation in critical-sized rat calvarial bone defect model. RESULTS Our results indicated a greater inclination of spheroid culture-derived DPSCs toward osteogenic lineage than the monolayer culture. The bisulfite sequencing of the promoter region of osteogenic genes revealed sustenance of low methylation levels in DPSCs during the progression of osteogenic differentiation. However, the significant difference in the methylation pattern between 2D and 3D derived DPSCs were identified only for OCN gene promoter. We observed differences in the mRNA expression pattern of epigenetic writers such as DNA methyltransferases (DNMTs) and methyl-cytosine dioxygenases (TET) between the two culture conditions. Further, the DPSC spheroids showed enhanced new bone formation ability in an animal model of bone defect compared to the cells cultivated in a 2D platform which further substantiated our in-vitro observations. CONCLUSION The distinct cellular microenvironment induced changes in DNA methylation pattern and expression of epigenetic regulators such as DNMTs and TETs genes may lead to increase expression of osteogenic markers in 3D spheroid culture of DPSCs which make DPSCs spheroids suitable for osteogenic regeneration compared to monolayers.
Collapse
Affiliation(s)
- Shalini Raik
- Department of Biophysics, Post Graduate Institution of Medical Education and Research (PGIMER), Chandigarh, 160012, India
| | - Reetu Thakur
- Department of Biochemistry, Post Graduate Institution of Medical Education and Research (PGIMER), Chandigarh, 160012, India
| | - Vidya Rattan
- Unit of Oral and Maxillofacial Surgery, Department of Oral Health Sciences, PGIMER, Chandigarh, India
| | - Navin Kumar
- Department of Mechanical Engineering, Indian Institute of Technology Ropar, Rupnagar, Punjab, India
| | - Arnab Pal
- Department of Biochemistry, Post Graduate Institution of Medical Education and Research (PGIMER), Chandigarh, 160012, India.
| | - Shalmoli Bhattacharyya
- Department of Biophysics, Post Graduate Institution of Medical Education and Research (PGIMER), Chandigarh, 160012, India.
| |
Collapse
|
5
|
Qi J, Shi Y, Tan Y, Zhang Q, Zhang J, Wang J, Huang C, Ci W. Regional gain and global loss of 5-hydroxymethylcytosine coexist in genitourinary cancers and regulate different oncogenic pathways. Clin Epigenetics 2022; 14:117. [PMID: 36127710 PMCID: PMC9491006 DOI: 10.1186/s13148-022-01333-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 09/09/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND DNA 5-hydroxymethylcytosine (5hmC) is produced by dynamic 5mC oxidation process contributing to tissue specification, and loss of 5hmC has been reported in multiple cancers including genitourinary cancers. However, 5hmC is also cell-type specific, and its variability may exist between differentiated tumor cells and cancer stem cells. Thus, cancer-associated changes in 5hmC may be contributed by distinct sets of tumor cells within the tumor tissues. RESULTS Here, we applied a sensitive immunoprecipitation-based method (hMeDIP-seq) to analyze 5hmC changes during genitourinary carcinogenesis (including prostate, urothelial and kidney). We confirmed the tissue-specific distribution of 5hmC in genitourinary tissues and identified regional gain and global loss of 5hmC coexisting in genitourinary cancers. The genes with gain of 5hmC during tumorigenesis were functionally enriched in regulating stemness and hypoxia, whereas were associated with poor clinical prognosis irrespective of their differences in tumor type. We identified that gain of 5hmC occurred in soft fibrin gel-induced 3D tumor spheres with a tumor-repopulating phenotype in two prostate cancer cell lines, 22RV1 and PC3, compared with conventional two-dimensional (2D) rigid dishes. Then, we defined a malignant signature derived from the differentially hydroxymethylated regions affected genes of cancer stem-like cells, which could predict a worse clinical outcome and identified phenotypically malignant populations of cells from prostate cancer tumors. Notably, an oxidation-resistant vitamin C derivative, ascorbyl phosphate magnesium, restored 5hmC and killed the cancer stem cell-like cells leading to apoptosis in prostate cancer cell lines. CONCLUSIONS Collectively, our study dissects the regional gain of 5hmC in maintaining cancer stem-like cells and related to poor prognosis, which provides proof of concept for an epigenetic differentiation therapy with vitamin C by 5hmC reprogramming.
Collapse
Affiliation(s)
- Jie Qi
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yue Shi
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China
| | - Yezhen Tan
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Qi Zhang
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jianye Zhang
- Institute of Urology, Peking University, Beijing, 100034, China.,Department of Urology, Peking University First Hospital, Beijing, 100034, China.,Beijing Key Laboratory of Urogenital Diseases (Male) Molecular Diagnosis and Treatment Center, National Urological Cancer Center, Beijing, 100034, China
| | - Jilu Wang
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China
| | - Cong Huang
- Institute of Urology, Peking University, Beijing, 100034, China.,Department of Urology, Peking University First Hospital, Beijing, 100034, China.,Beijing Key Laboratory of Urogenital Diseases (Male) Molecular Diagnosis and Treatment Center, National Urological Cancer Center, Beijing, 100034, China
| | - Weimin Ci
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing, 100101, China. .,University of Chinese Academy of Sciences, Beijing, 100049, China. .,Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, 100101, China.
| |
Collapse
|
6
|
Nagle I, Richert A, Quinteros M, Janel S, Buysschaert E, Luciani N, Debost H, Thevenet V, Wilhelm C, Prunier C, Lafont F, Padilla-Benavides T, Boissan M, Reffay M. Surface tension of model tissues during malignant transformation and epithelial–mesenchymal transition. Front Cell Dev Biol 2022; 10:926322. [PMID: 36111347 PMCID: PMC9468677 DOI: 10.3389/fcell.2022.926322] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 07/07/2022] [Indexed: 11/16/2022] Open
Abstract
Epithelial–mesenchymal transition is associated with migration, invasion, and metastasis. The translation at the tissue scale of these changes has not yet been enlightened while being essential in the understanding of tumor progression. Thus, biophysical tools dedicated to measurements on model tumor systems are needed to reveal the impact of epithelial–mesenchymal transition at the collective cell scale. Herein, using an original biophysical approach based on magnetic nanoparticle insertion inside cells, we formed and flattened multicellular aggregates to explore the consequences of the loss of the metastasis suppressor NME1 on the mechanical properties at the tissue scale. Multicellular spheroids behave as viscoelastic fluids, and their equilibrium shape is driven by surface tension as measured by their deformation upon magnetic field application. In a model of breast tumor cells genetically modified for NME1, we correlated tumor invasion, migration, and adhesion modifications with shape maintenance properties by measuring surface tension and exploring both invasive and migratory potential as well as adhesion characteristics.
Collapse
Affiliation(s)
- Irène Nagle
- Laboratoire Matière et Systèmes Complexes, UMR 7057, Université Paris Cité and CNRS, Paris, France
| | - Alain Richert
- Laboratoire Matière et Systèmes Complexes, UMR 7057, Université Paris Cité and CNRS, Paris, France
| | - Michael Quinteros
- Molecular Biology and Biochemistry Department, Wesleyan University, Middletown, CT, United States
| | - Sébastien Janel
- Univ. Lille, CNRS, Inserm, CHU Lille, Institut Pasteur Lille, U1019—UMR 9017—CIIL—Center for Infection and Immunity of Lille, Lille, France
| | - Edgar Buysschaert
- Laboratoire Matière et Systèmes Complexes, UMR 7057, Université Paris Cité and CNRS, Paris, France
| | - Nathalie Luciani
- Laboratoire Matière et Systèmes Complexes, UMR 7057, Université Paris Cité and CNRS, Paris, France
| | - Henry Debost
- Sorbonne Université, Centre de recherche Saint-Antoine, CRSA, Paris, France
| | - Véronique Thevenet
- Laboratoire Matière et Systèmes Complexes, UMR 7057, Université Paris Cité and CNRS, Paris, France
| | - Claire Wilhelm
- Physico-Chimie Curie, Institut Curie, CNRS UMR 168, Paris, France
| | - Céline Prunier
- Sorbonne Université, Centre de recherche Saint-Antoine, CRSA, Paris, France
| | - Frank Lafont
- Univ. Lille, CNRS, Inserm, CHU Lille, Institut Pasteur Lille, U1019—UMR 9017—CIIL—Center for Infection and Immunity of Lille, Lille, France
| | | | - Mathieu Boissan
- Sorbonne Université, Centre de recherche Saint-Antoine, CRSA, Paris, France
- *Correspondence: Mathieu Boissan, ; Myriam Reffay,
| | - Myriam Reffay
- Laboratoire Matière et Systèmes Complexes, UMR 7057, Université Paris Cité and CNRS, Paris, France
- *Correspondence: Mathieu Boissan, ; Myriam Reffay,
| |
Collapse
|
7
|
Zhong Z, Wang J, Tian J, Deng X, Balayan A, Sun Y, Xiang Y, Guan J, Schimelman J, Hwang H, You S, Wu X, Ma C, Shi X, Yao E, Deng SX, Chen S. Rapid 3D bioprinting of a multicellular model recapitulating pterygium microenvironment. Biomaterials 2022; 282:121391. [PMID: 35101743 PMCID: PMC10162446 DOI: 10.1016/j.biomaterials.2022.121391] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 01/17/2022] [Accepted: 01/23/2022] [Indexed: 12/25/2022]
Abstract
Pterygium is an ocular surface disorder with high prevalence that can lead to vision impairment. As a pathological outgrowth of conjunctiva, pterygium involves neovascularization and chronic inflammation. Here, we developed a 3D multicellular in vitro pterygium model using a digital light processing (DLP)-based 3D bioprinting platform with human conjunctival stem cells (hCjSCs). A novel feeder-free culture system was adopted and efficiently expanded the primary hCjSCs with homogeneity, stemness and differentiation potency. The DLP-based 3D bioprinting method was able to fabricate hydrogel scaffolds that support the viability and biological integrity of the encapsulated hCjSCs. The bioprinted 3D pterygium model consisted of hCjSCs, immune cells, and vascular cells to recapitulate the disease microenvironment. Transcriptomic analysis using RNA sequencing (RNA-seq) identified a distinct profile correlated to inflammation response, angiogenesis, and epithelial mesenchymal transition in the bioprinted 3D pterygium model. In addition, the pterygium signatures and disease relevance of the bioprinted model were validated with the public RNA-seq data from patient-derived pterygium tissues. By integrating the stem cell technology with 3D bioprinting, this is the first reported 3D in vitro disease model for pterygium that can be utilized for future studies towards personalized medicine and drug screening.
Collapse
Affiliation(s)
- Zheng Zhong
- Department of NanoEngineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Jing Wang
- Department of Human Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Jing Tian
- Department of NanoEngineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Xiaoqian Deng
- Department of Human Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Alis Balayan
- Department of NanoEngineering, University of California San Diego, La Jolla, CA, 92093, USA; School of Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - Yazhi Sun
- Department of NanoEngineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Yi Xiang
- Department of NanoEngineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Jiaao Guan
- Department of NanoEngineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Jacob Schimelman
- Department of NanoEngineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Henry Hwang
- Department of NanoEngineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Shangting You
- Department of NanoEngineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Xiaokang Wu
- School of Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - Chao Ma
- Stein Eye Institute, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Xiaoao Shi
- Department of NanoEngineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Emmie Yao
- Department of NanoEngineering, University of California San Diego, La Jolla, CA, 92093, USA
| | - Sophie X Deng
- Stein Eye Institute, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Shaochen Chen
- Department of NanoEngineering, University of California San Diego, La Jolla, CA, 92093, USA.
| |
Collapse
|
8
|
Potential of epigenetic events in human thyroid cancer. Cancer Genet 2019; 239:13-21. [PMID: 31472323 DOI: 10.1016/j.cancergen.2019.08.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Revised: 07/27/2019] [Accepted: 08/22/2019] [Indexed: 12/26/2022]
Abstract
Thyroid cancer remains the highest prevailing endocrine malignancy, and its incidence rate has progressively increased in the previous years. Above 95% of thyroid tumor are follicular cells types of carcinoma in which are considered invasive type of tumor. The pathogenesis and molecular mechanism of thyroid tumors are yet remains elucidated, in spite of activating RET, RAS and BRAF carcinogenesis have been well introduced. Nemours molecular alterations have been defined and have revealed promise for their diagnostic, prognostic and therapeutic capacity but still need further confirmation. Among different types of mechanisms, the current article reviews the importance of epigenetic modifications in thyroid cancer. Increasing data from previous reports demonstrate that acquired epigenetic abnormalities together with genetic changes plays an important role in alteration of gene expression patterns. Aberrant DNA methylation has been well known in the CpG regions and profile of microRNAs (mi-RNAs) expression also involved in cancer development. In addition, the gene expression through epigenetic control contribution to thyroid cancer is analyzed and it is semi considered in the clinic. However the epigenetic of the thyroid cancer is yet remains in its early stages, and it carries encouraging potential thyroid cancer detections in its early stages, assessment of prognosis and targeted cancer treatment.
Collapse
|
9
|
Pradhan N, Parbin S, Kar S, Das L, Kirtana R, Suma Seshadri G, Sengupta D, Deb M, Kausar C, Patra SK. Epigenetic silencing of genes enhanced by collective role of reactive oxygen species and MAPK signaling downstream ERK/Snail axis: Ectopic application of hydrogen peroxide repress CDH1 gene by enhanced DNA methyltransferase activity in human breast cancer. Biochim Biophys Acta Mol Basis Dis 2019; 1865:1651-1665. [DOI: 10.1016/j.bbadis.2019.04.002] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 12/20/2018] [Accepted: 01/06/2019] [Indexed: 12/22/2022]
|
10
|
Age-related gene expression in luminal epithelial cells is driven by a microenvironment made from myoepithelial cells. Aging (Albany NY) 2018; 9:2026-2051. [PMID: 29016359 PMCID: PMC5680554 DOI: 10.18632/aging.101298] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 09/28/2017] [Indexed: 12/24/2022]
Abstract
Luminal epithelial cells in the breast gradually alter gene and protein expression with age, appearing to lose lineage-specificity by acquiring myoepithelial-like characteristics. We hypothesize that the luminal lineage is particularly sensitive to microenvironment changes, and age-related microenvironment changes cause altered luminal cell phenotypes. To evaluate the effects of different microenvironments on the fidelity of epigenetically regulated luminal and myoepithelial gene expression, we generated a set of lineage-specific probes for genes that are controlled through DNA methylation. Culturing primary luminal cells under conditions that favor myoepithelial propogation led to their reprogramming at the level of gene methylation, and to a more myoepithelial-like expression profile. Primary luminal cells' lineage-specific gene expression could be maintained when they were cultured as bilayers with primary myoepithelial cells. Isogenic stromal fibroblast co-cultures were unable to maintain the luminal phenotype. Mixed-age luminal-myoepithelial bilayers revealed that luminal cells adopt transcription and methylation patterns consistent with the chronological age of the myoepithelial cells. We provide evidence that the luminal epithelial phenotype is exquisitely sensitive to microenvironment conditions, and that states of aging are cell non-autonomously communicated through microenvironment cues over at least one cell diameter.
Collapse
|
11
|
Wang S, Huang Y, Mu X, Qi T, Qiao S, Lu Z, Li H. DNA methylation is a common molecular alteration in colorectal cancer cells and culture method has no influence on DNA methylation. Exp Ther Med 2018; 15:3173-3180. [PMID: 29545832 PMCID: PMC5841015 DOI: 10.3892/etm.2018.5809] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2016] [Accepted: 04/21/2017] [Indexed: 12/15/2022] Open
Abstract
The present study aimed to explore whether culture method had an influence on DNA methylation in colorectal cancer (CRC). In the present study, CRC cells were cultured in two-dimensional (2D), three-dimensional (3D) and mouse orthotopic transplantation (Tis) cultures. Principal component analysis (PCA) was used for global visualization of the three samples. A Venn diagram was applied for intersection and union analysis for different comparisons. The methylation condition of 5′-C-phosphate-G-3′ (CpG) location was determined using unsupervised clustering analysis. Scatter plots and histograms of the mean β values between 3D vs. 2D, 3D vs. Tis and Tis vs. 2D were constructed. In order to explore the biological function of the genes, gene ontology and Kyoto Encyclopedia of Gene and Genomes (KEGG) pathway analyses were utilized. To explore the influence of culture condition on genes, quantitative methylation specific polymerase chain reaction (QMSP) was performed. The three samples connected with each other closely, as demonstrated by PCA. Venn diagram analysis indicated that some differential methylation positions were commonly shared in the three groups of samples and 16 CpG positions appeared hypermethylated in the three samples. The methylation patterns between the 3D and 2D cultures were more similar than those of 3D and Tis, and Tis and 2D. Results of gene ontology demonstrated that differentially expressed genes were involved in molecular function, cellular components and biological function. KEGG analysis indicated that genes were enriched in 13 pathways, of which four pathways were the most evident. These pathways were pathways in cancer, mitogen-activated protein kinase signaling, axon guidance and insulin signaling. Furthermore, QMSP demonstrated that methylation of mutL homolog, phosphatase and tensin homolog, runt-related transcription factor, Ras association family member, cadherin-1, O-6-methylguanine-DNA-methyltransferase and P16 genes had no obvious difference in 2D, 3D and Tis culture conditions. In conclusion, the culture method had no influence on DNA methylation in CRC cells.
Collapse
Affiliation(s)
- Shibao Wang
- Department of Oncology and Hematology, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Yinghui Huang
- Science Research Center, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Xupeng Mu
- Science Research Center, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Tianyang Qi
- Science Research Center, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Sha Qiao
- Department of Oncology and Hematology, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Zhenxia Lu
- Department of Oncology and Hematology, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Hongjun Li
- Physical Examination Center, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| |
Collapse
|
12
|
Carpenter BL, Liu J, Qi L, Wang C, O'Connor KL. Integrin α6β4 Upregulates Amphiregulin and Epiregulin through Base Excision Repair-Mediated DNA Demethylation and Promotes Genome-wide DNA Hypomethylation. Sci Rep 2017; 7:6174. [PMID: 28733611 PMCID: PMC5522472 DOI: 10.1038/s41598-017-06351-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2017] [Accepted: 06/13/2017] [Indexed: 02/05/2023] Open
Abstract
Aberrant DNA methylation patterns are a common theme across all cancer types. Specific DNA demethylation of regulatory sequences can result in upregulation of genes that are critical for tumor development and progression. Integrin α6β4 is highly expressed in pancreatic carcinoma and contributes to cancer progression, in part, through the specific DNA demethylation and upregulation of epidermal growth factor receptor (EGFR) ligands amphiregulin (AREG) and epiregulin (EREG). Whole genome bisulfite sequencing (WGBS) revealed that integrin α6β4 signaling promotes an overall hypomethylated state and site specific DNA demethylation of enhancer elements within the proximal promoters of AREG and EREG. Additionally, we find that the base excision repair (BER) pathway is required to maintain expression of AREG and EREG, as blocking DNA repair molecules, TET1 GADD45A, TDG, or PARP-1 decreased gene expression. Likewise, we provide the novel finding that integrin α6β4 confers an enhanced ability on cells to repair DNA lesions and survive insult. Therefore, while many known signaling functions mediated by integrin α6β4 that promote invasive properties have been established, this study demonstrates that integrin α6β4 can dramatically impact the epigenome of cancer cells, direct global DNA methylation levels toward a hypomethylated state, and impact DNA repair and subsequent cell survival.
Collapse
Affiliation(s)
- Brittany L Carpenter
- Markey Cancer Center, University of Kentucky, Lexington, 40506-0509, USA.,Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, 40506-0509, USA
| | - Jinpeng Liu
- Markey Cancer Center, University of Kentucky, Lexington, 40506-0509, USA
| | - Lei Qi
- Markey Cancer Center, University of Kentucky, Lexington, 40506-0509, USA.,Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, 40506-0509, USA
| | - Chi Wang
- Markey Cancer Center, University of Kentucky, Lexington, 40506-0509, USA.,Department of Biostatistics, Division of Cancer Biostatistics, University of Kentucky, Lexington, 40506-0509, USA
| | - Kathleen L O'Connor
- Markey Cancer Center, University of Kentucky, Lexington, 40506-0509, USA. .,Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, 40506-0509, USA.
| |
Collapse
|
13
|
Ravi M, Ramesh A, Pattabhi A. Contributions of 3D Cell Cultures for Cancer Research. J Cell Physiol 2017; 232:2679-2697. [PMID: 27791270 DOI: 10.1002/jcp.25664] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Accepted: 10/26/2016] [Indexed: 12/24/2022]
Abstract
Cancer cell lines have contributed immensely in understanding the complex physiology of cancers. They are excellent material for studies as they offer homogenous samples without individual variations and can be utilised with ease and flexibility. Also, the number of assays and end-points one can study is almost limitless; with the advantage of improvising, modifying or altering several variables and methods. Literally, a new dimension to cancer research has been achieved by the advent of 3Dimensional (3D) cell culture techniques. This approach increased many folds the ways in which cancer cell lines can be utilised for understanding complex cancer biology. 3D cell culture techniques are now the preferred way of using cancer cell lines to bridge the gap between the 'absolute in vitro' and 'true in vivo'. The aspects of cancer biology that 3D cell culture systems have contributed include morphology, microenvironment, gene and protein expression, invasion/migration/metastasis, angiogenesis, tumour metabolism and drug discovery, testing chemotherapeutic agents, adaptive responses and cancer stem cells. We present here, a comprehensive review on the applications of 3D cell culture systems for these aspects of cancers. J. Cell. Physiol. 232: 2679-2697, 2017. © 2016 Wiley Periodicals, Inc.
Collapse
Affiliation(s)
- Maddaly Ravi
- Faculty of Biomedical Sciences, Technology and Research, Department of Human Genetics, Sri Ramachandra University, Porur, Chennai, India
| | - Aarthi Ramesh
- Faculty of Biomedical Sciences, Technology and Research, Department of Human Genetics, Sri Ramachandra University, Porur, Chennai, India
| | - Aishwarya Pattabhi
- Faculty of Biomedical Sciences, Technology and Research, Department of Human Genetics, Sri Ramachandra University, Porur, Chennai, India
| |
Collapse
|
14
|
Gomes CBF, Zechin KG, Xu S, Stelini RF, Nishimoto IN, Zhan Q, Xu T, Qin G, Treister NS, Murphy GF, Lian CG. TET2 Negatively Regulates Nestin Expression in Human Melanoma. THE AMERICAN JOURNAL OF PATHOLOGY 2016; 186:1427-34. [PMID: 27102770 PMCID: PMC4901139 DOI: 10.1016/j.ajpath.2016.01.020] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Revised: 01/09/2016] [Accepted: 01/27/2016] [Indexed: 01/31/2023]
Abstract
Although melanoma is an aggressive cancer, the understanding of the virulence-conferring pathways involved remains incomplete. We have demonstrated that loss of ten-eleven translocation methylcytosine dioxygenase (TET2)-mediated 5-hydroxymethylcytosine (5-hmC) is an epigenetic driver of melanoma growth and a biomarker of clinical virulence. We also have determined that the intermediate filament protein nestin correlates with tumorigenic and invasive melanoma growth. Here we examine the relationships between these two biomarkers. Immunohistochemistry staining of nestin and 5-hmC in 53 clinically annotated primary and metastatic patient melanomas revealed a significant negative correlation. Restoration of 5-hmC, as assessed in a human melanoma cell line by introducing full-length TET2 and TET2-mutated constructs, decreased nestin gene and protein expression in vitro. Genome-wide mapping using hydroxymethylated DNA immunoprecipitation sequencing disclosed significantly less 5-hmC binding in the 3' untranslated region of the nestin gene in melanoma compared to nevi, and 5-hmC binding in this region was significantly increased after TET2 overexpression in human melanoma cells in vitro. Our findings provide evidence suggesting that nestin regulation is negatively controlled epigenetically by TET2 via 5-hmC binding at the 3' untranslated region of the nestin gene, providing one potential pathway for understanding melanoma growth characteristics. Studies are now indicated to further define the interplay between 5-hmC, nestin expression, and melanoma virulence.
Collapse
Affiliation(s)
- Camilla B F Gomes
- Program in Oral Pathology, Department of Oral Diagnosis, School of Dentistry, University of Campinas, Piracicaba, Brazil; Program in Dermatopathology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Karina G Zechin
- Program in Oral Pathology, Department of Oral Diagnosis, School of Dentistry, University of Campinas, Piracicaba, Brazil
| | - Shuyun Xu
- Program in Dermatopathology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Rafael F Stelini
- Department of Pathology, Medical Sciences School, University of Campinas, Piracicaba, Brazil
| | - Ines N Nishimoto
- Department of Head and Surgery and Otorhinolaryngology, A.C. Camargo Cancer Center, São Paulo, Brazil
| | - Qian Zhan
- Program in Dermatopathology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Ting Xu
- Program in Dermatopathology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Gungwei Qin
- Program in Dermatopathology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Nathaniel S Treister
- Division of Oral Medicine and Dentistry, Brigham and Women's Hospital, Harvard School of Dental Medicine, Boston, Massachusetts
| | - George F Murphy
- Program in Dermatopathology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
| | - Christine G Lian
- Program in Dermatopathology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
| |
Collapse
|
15
|
Sirchia SM, Faversani A, Rovina D, Russo MV, Paganini L, Savi F, Augello C, Rosso L, Del Gobbo A, Tabano S, Bosari S, Miozzo M. Epigenetic effects of chromatin remodeling agents on organotypic cultures. Epigenomics 2016; 8:341-58. [PMID: 26949823 DOI: 10.2217/epi.15.111] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Tumor epigenetic defects are of increasing relevance to clinical practice, because they are 'druggable' targets for cancer therapy using chromatin-remodeling agents (CRAs). New evidences highlight the importance of the microenvironment on the epigenome regulation and the need to use culture models able to preserve tissue morphology, to better understand the action of CRAs. Methods & methods: We studied the epigenetic response induced by culturing and CRAs in a preclinical model, preserving ex vivo the original tissue microenvironment and morphology, assessing different epigenetic signatures. Our overall findings suggest that culturing and CRAs cause heterogeneous effects on the genes methylation; CRAs affect the global DNA methylation and can trigger an active DNA demethylation; the culture induces alterations in the histone deacetylase expression. CONCLUSION Despite the limited number of cases, these findings can be considered a proof of concept of the possibility to test CRAs epigenetic effects on ex vivo tissues maintained in their native tissue architecture.
Collapse
Affiliation(s)
- Silvia M Sirchia
- Medical Genetics, Department of Health Sciences, Università degli Studi di Milano, 20142 Milano, Italy
| | - Alice Faversani
- Division of Pathology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy
| | - Davide Rovina
- Medical Genetics, Department of Health Sciences, Università degli Studi di Milano, 20142 Milano, Italy
| | - Maria V Russo
- Division of Pathology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy
| | - Leda Paganini
- Division of Pathology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy.,Department of Pathophysiology & Transplantation, Università degli Studi di Milano, 20122 Milano, Italy
| | - Federica Savi
- Division of Pathology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy
| | - Claudia Augello
- Division of Pathology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy.,Department of Pathophysiology & Transplantation, Università degli Studi di Milano, 20122 Milano, Italy
| | - Lorenzo Rosso
- Division of Thoracic Surgery & Lung Transplantation, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy
| | - Alessandro Del Gobbo
- Division of Pathology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy
| | - Silvia Tabano
- Division of Pathology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy.,Department of Pathophysiology & Transplantation, Università degli Studi di Milano, 20122 Milano, Italy
| | - Silvano Bosari
- Division of Pathology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy.,Department of Pathophysiology & Transplantation, Università degli Studi di Milano, 20122 Milano, Italy
| | - Monica Miozzo
- Division of Pathology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy.,Department of Pathophysiology & Transplantation, Università degli Studi di Milano, 20122 Milano, Italy
| |
Collapse
|
16
|
LaBarge MA, Mora-Blanco EL, Samson S, Miyano M. Breast Cancer beyond the Age of Mutation. Gerontology 2015; 62:434-42. [PMID: 26539838 DOI: 10.1159/000441030] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2015] [Accepted: 09/11/2015] [Indexed: 12/26/2022] Open
Abstract
Age is the greatest risk factor for breast cancer, but the reasons underlying this association are unclear. While there is undeniably a genetic component to all cancers, the accumulation of mutations with age is insufficient to explain the age-dependent increase in breast cancer incidence. In this viewpoint, we propose a multilevel framework to better understand the respective roles played by somatic mutation, microenvironment, and epigenetics making women more susceptible to breast cancer with age. The process of aging is associated with gradual breast tissue changes that not only corrupt the tumor-suppressive activity of normal tissue but also impose age-specific epigenetic changes that alter gene expression, thus reinforcing cellular phenotypes that are associated with a continuum of age-related tissue microenvironments. The evidence discussed here suggests that while the riddle of whether epigenetics drives microenvironmental changes, or whether changes in the microenvironment alter heritable cellular memory has not been solved, a path has been cleared enabling functional analysis leading to the prediction of key nodes in the network that link the microenvironment with the epigenome. The hypothesis that the accumulation of somatic mutations with age drives the age-related increase in breast cancer incidence, if correct, has a somewhat nihilistic conclusion, namely that cancers will be impossible to avoid. Alternatively, if microenvironment-driven epigenetic changes are the key to explaining susceptibility to age-related breast cancers, then there is hope that primary prevention is possible because epigenomes are relatively malleable.
Collapse
Affiliation(s)
- Mark A LaBarge
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, Calif., USA
| | | | | | | |
Collapse
|
17
|
Pixberg CF, Schulz WA, Stoecklein NH, Neves RPL. Characterization of DNA Methylation in Circulating Tumor Cells. Genes (Basel) 2015; 6:1053-75. [PMID: 26506390 PMCID: PMC4690028 DOI: 10.3390/genes6041053] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Revised: 10/09/2015] [Accepted: 10/14/2015] [Indexed: 02/07/2023] Open
Abstract
Epigenetics contributes to molecular mechanisms leading to tumor cell transformation and systemic progression of cancer. However, the dynamics of epigenetic remodeling during metastasis remains unexplored. In this context, circulating tumor cells (CTCs) might enable a direct insight into epigenetic mechanisms relevant for metastasis by providing direct access to systemic cancer. CTCs can be used as prognostic markers in cancer patients and are regarded as potential metastatic precursor cells. However, despite substantial technical progress, the detection and molecular characterization of CTCs remain challenging, in particular the analysis of DNA methylation. As recent studies have started to address the epigenetic state of CTCs, we discuss here the potential of such investigations to elucidate mechanisms of metastasis and to develop tumor biomarkers.
Collapse
Affiliation(s)
- Constantin F Pixberg
- Department of General, Visceral and Pediatric Surgery, University Hospital and Medical Faculty of the Heinrich-Heine University Düsseldorf, Moorenstr. 5, 40225 Düsseldorf, Germany.
| | - Wolfgang A Schulz
- Department of Urology, University Hospital and Medical Faculty of the Heinrich-Heine University Düsseldorf, Universitätsstr. 1, 40225 Düsseldorf, Germany.
| | - Nikolas H Stoecklein
- Department of General, Visceral and Pediatric Surgery, University Hospital and Medical Faculty of the Heinrich-Heine University Düsseldorf, Moorenstr. 5, 40225 Düsseldorf, Germany.
| | - Rui P L Neves
- Department of General, Visceral and Pediatric Surgery, University Hospital and Medical Faculty of the Heinrich-Heine University Düsseldorf, Moorenstr. 5, 40225 Düsseldorf, Germany.
| |
Collapse
|
18
|
Regulatory network decoded from epigenomes of surface ectoderm-derived cell types. Nat Commun 2014; 5:5442. [PMID: 25421844 PMCID: PMC4385735 DOI: 10.1038/ncomms6442] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2014] [Accepted: 10/01/2014] [Indexed: 12/19/2022] Open
Abstract
Developmental history shapes the epigenome and biological function of differentiated cells. Epigenomic patterns have been broadly attributed to the three embryonic germ layers. Here we investigate how developmental origin influences epigenomes. We compare key epigenomes of cell types derived from surface ectoderm (SE), including keratinocytes and breast luminal and myoepithelial cells, against neural crest-derived melanocytes and mesoderm-derived dermal fibroblasts to identify SE differentially methylated regions (SE-DMRs). DNA methylomes of neonatal keratinocytes share many more DMRs with adult breast luminal and myoepithelial cells than with melanocytes and fibroblasts from the same neonatal skin. This suggests that SE origin contributes to DNA methylation patterning, while shared skin tissue environment has limited effect on epidermal keratinocytes. Hypomethylated SE-DMRs are in proximity to genes with SE relevant functions. They are also enriched for enhancer- and promoter-associated histone modifications in SE-derived cells, and for binding motifs of transcription factors important in keratinocyte and mammary gland biology. Thus, epigenomic analysis of cell types with common developmental origin reveals an epigenetic signature that underlies a shared gene regulatory network.
Collapse
|
19
|
Culture phases, cytotoxicity and protein expressions of agarose hydrogel induced Sp2/0, A549, MCF-7 cell line 3D cultures. Cytotechnology 2014; 68:429-41. [PMID: 25371010 DOI: 10.1007/s10616-014-9795-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2014] [Accepted: 10/07/2014] [Indexed: 10/24/2022] Open
Abstract
Advancements in cell cultures are occurring at a rapid pace, an important direction is culturing cells in 3D conditions. We demonstrate the usefulness of agarose hydrogels in obtaining 3 dimensional aggregates of three cell lines, A549, MCF-7 and Sp2/0. The differences in culture phases, susceptibility to cisplatin-induced cytotoxicity are studied. Also, the 3D aggregates of the three cell lines were reverted into 2D cultures and the protein profile differences among the 2D, 3D and revert cultures were studied. The analysis of protein profile differences using UniProt data base further augment the usefulness of agarose hydrogels for obtaining 3D cell cultures.
Collapse
|
20
|
Effects of Shiga toxin type 2 on a bioengineered three-dimensional model of human renal tissue. Infect Immun 2014; 83:28-38. [PMID: 25312954 DOI: 10.1128/iai.02143-14] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Shiga toxins (Stx) are a family of cytotoxic proteins that can cause hemolytic-uremic syndrome (HUS), a thrombotic microangiopathy, following infections by Shiga toxin-producing Escherichia coli (STEC). Renal failure is a key feature of HUS and a major cause of childhood renal failure worldwide. There are currently no specific therapies for STEC-associated HUS, and the mechanism of Stx-induced renal injury is not well understood primarily due to a lack of fully representative animal models and an inability to monitor disease progression on a molecular or cellular level in humans at early stages. Three-dimensional (3D) tissue models have been shown to be more in vivo-like in their phenotype and physiology than 2D cultures for numerous disease models, including cancer and polycystic kidney disease. It is unknown whether exposure of a 3D renal tissue model to Stx will yield a more in vivo-like response than 2D cell culture. In this study, we characterized Stx2-mediated cytotoxicity in a bioengineered 3D human renal tissue model previously shown to be a predictor of drug-induced nephrotoxicity and compared its response to Stx2 exposure in 2D cell culture. Our results demonstrate that although many mechanistic aspects of cytotoxicity were similar between 3D and 2D, treatment of the 3D tissues with Stx resulted in an elevated secretion of the kidney injury marker 1 (Kim-1) and the cytokine interleukin-8 compared to the 2D cell cultures. This study represents the first application of 3D tissues for the study of Stx-mediated kidney injury.
Collapse
|
21
|
DesRochers TM, Palma E, Kaplan DL. Tissue-engineered kidney disease models. Adv Drug Deliv Rev 2014; 69-70:67-80. [PMID: 24361391 DOI: 10.1016/j.addr.2013.12.002] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2013] [Revised: 12/08/2013] [Accepted: 12/09/2013] [Indexed: 02/08/2023]
Abstract
Renal disease represents a major health problem that often results in end-stage renal failure necessitating dialysis and eventually transplantation. Historically these diseases have been studied with patient observation and screening, animal models, and two-dimensional cell culture. In this review, we focus on recent advances in tissue engineered kidney disease models that have the capacity to compensate for the limitations of traditional modalities. The cells and materials utilized to develop these models are discussed and tissue engineered models of polycystic kidney disease, drug-induced nephrotoxicity, and the glomerulus are examined in detail. The application of these models has the potential to direct future disease treatments and preclinical drug development.
Collapse
|
22
|
Bulysheva AA, Bowlin GL, Petrova SP, Yeudall WA. Enhanced chemoresistance of squamous carcinoma cells grown in 3D cryogenic electrospun scaffolds. Biomed Mater 2013; 8:055009. [PMID: 24057893 DOI: 10.1088/1748-6041/8/5/055009] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
It is critically important to study head and neck squamous cell carcinoma tumorigenic mechanisms in order to gain a better understanding of tumor development, progression, and treatment. Unfortunately, a representative three-dimensional (3D) model for these evaluations has yet to be developed. The purpose of this study was to replicate tumor extracellular matrix (ECM) morphology utilizing electrospinning technology. First, the tumor ECM was evaluated by decellularizing tumor samples and analyzing the fibrous structure of the ECM by scanning electron microscopy. Cryogenic electrospun silk scaffolds were then fabricated to mimic the tumor ECM, and were found to be similar in fiber orientation and fiber dimensions to the native tumor ECM. Tumor cells were cultured on these ECM mimicking scaffolds and compared to an in vivo model of the same derivative human tumor in terms of proliferation and differentiation. The tumor cells in the 3D model show similar phenotypes to those found in vivo, contrasting to the same cells grown in two-dimensional (2D) culture. The sensitivity of the tumor cells to paclitaxel was compared between 2D culture and 3D culture. The results indicate that increased drug concentrations, orders of magnitude higher than the IC90 for 2D culture, had minimal effects on HN12 cell viability in the 3D model. In conclusion, an in vitro tumor model has been developed that will allow for a better understanding of tumor biology and aid chemotherapeutic drug development and accurate evaluation of drug efficacy.
Collapse
Affiliation(s)
- Anna A Bulysheva
- VCU Philips Institute, Virginia Commonwealth University, Richmond, VA 23298, USA. Department of Biomedical Engineering, Virginia Commonwealth University, Richmond, VA 23284, USA
| | | | | | | |
Collapse
|
23
|
Abstract
The major factor in the morbidity and mortality of cancer patients is metastasis. There exists a relative lack of specific therapeutic approaches to control metastasis, and this is a fruitful area for investigation. A healthy diet and lifestyle not only can inhibit tumorigenesis but also can have a major impact on cancer progression and survival. Many chemicals found in edible plants are known to inhibit metastatic progression of cancer. While the mechanisms underlying antimetastatic activity of some phytochemicals are being delineated, the impact of diet, dietary components, and various phytochemicals on metastasis suppressor genes is underexplored. Epigenetic regulation of metastasis suppressor genes promises to be a potentially important mechanism by which dietary components can impact cancer metastasis since many dietary constituents are known to modulate gene expression. The review addresses this area of research as well as the current state of knowledge regarding the impact of diet, dietary components, and phytochemicals on metastasis suppressor genes.
Collapse
|
24
|
Harris RA, Nagy-Szakal D, Kellermayer R. Human metastable epiallele candidates link to common disorders. Epigenetics 2013; 8:157-63. [PMID: 23321599 PMCID: PMC3592901 DOI: 10.4161/epi.23438] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Metastable epialleles (MEs) are mammalian genomic loci where epigenetic patterning occurs before gastrulation in a stochastic fashion leading to systematic interindividual variation within one species. Importantly, periconceptual nutritional influences may modulate the establishment of epigenetic changes, such as DNA methylation at MEs. Based on these characteristics, we exploited Infinium HumanMethylation450 BeadChip kits in a 2-tissue parallel screen on peripheral blood leukocyte and colonic mucosal DNA from 10 children without identifiable large intestinal disease. This approach led to the delineation of 1776 CpG sites meeting our criteria for MEs, which associated with 1013 genes. The list of ME candidates exhibited overlaps with recently identified human genes (including CYP2E1 and MGMT, where methylation has been associated with Parkinson disease and glioblastoma, respectively) in which perinatal DNA methylation levels where linked to maternal periconceptual nutrition. One hundred 18 (11.6%) of the ME candidates overlapped with genes where DNA methylation correlated (r > 0.871; p < 0.055) with expression in the colon mucosa of 5 independent control children. Genes involved in homophilic cell adhesion (including cadherin-associated genes) and developmental processes were significantly overrepresented in association with MEs. Additional filtering of gene expression-correlated MEs defined 35 genes, associated with 2 or more CpG sites within a 10 kb genomic region, fulfilling the ME criteria. DNA methylation changes at a number of these genes have been linked to various forms of human disease, including cancers, such as asthma and acute myeloid leukemia (ALOX12), gastric cancer (EBF3), breast cancer (NAV1), colon cancer and acute lymphoid leukemia (KCNK15), Wilms tumor (protocadherin gene cluster; PCDHAs) and colorectal cancer (TCERG1L), suggesting a potential etiologic role for MEs in tumorigenesis and underscoring the possible developmental origins of these malignancies. The presented compendium of ME candidates may accelerate our understanding of the epigenetic origins of common human disorders.
Collapse
Affiliation(s)
- R Alan Harris
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | | | | |
Collapse
|
25
|
Tolias P. The need to assess drugs selected from cancer genomic data prior to patient treatment. Per Med 2012; 9:463-466. [PMID: 29768772 DOI: 10.2217/pme.12.51] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Affiliation(s)
- Peter Tolias
- Department of Chemistry, Chemical Biology & Biomedical Engineering, Interdepartmental Bioinnovation Program, Stevens Institute of Technology, 507 River Street, Castle Point on Hudson, McLean Hall Room 515, Hoboken NJ 07030, USA.
| |
Collapse
|
26
|
Focal adhesion-chromatin linkage controls tumor cell resistance to radio- and chemotherapy. CHEMOTHERAPY RESEARCH AND PRACTICE 2012; 2012:319287. [PMID: 22778951 PMCID: PMC3385588 DOI: 10.1155/2012/319287] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/02/2012] [Revised: 04/17/2012] [Accepted: 05/07/2012] [Indexed: 11/29/2022]
Abstract
Cancer resistance to therapy presents an ongoing and unsolved obstacle, which has clear impact on patient's survival. In order to address this problem, novel in vitro models have been established and are currently developed that enable data generation in a more physiological context. For example, extracellular-matrix- (ECM-) based scaffolds lead to the identification of integrins and integrin-associated signaling molecules as key promoters of cancer cell resistance to radio- and chemotherapy as well as modern molecular agents. In this paper, we discuss the dynamic nature of the interplay between ECM, integrins, cytoskeleton, nuclear matrix, and chromatin organization and how this affects the response of tumor cells to various kinds of cytotoxic anticancer agents.
Collapse
|
27
|
González-Moles MA, Bravo M, Ruiz-Avila I, Gil-Montoya JA, Acebal F, Esteban F. E-cadherin in non-tumor epithelium adjacent to oral cancer as risk marker for the development of multiple tumors. Br J Oral Maxillofac Surg 2012; 51:157-63. [PMID: 22658605 DOI: 10.1016/j.bjoms.2012.05.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2011] [Accepted: 05/04/2012] [Indexed: 01/04/2023]
Abstract
Our aim was to find out whether the loss of E-cadherin is a risk factor for the development of multiple tumours in the oral cavity and whether it could serve as a diagnostic marker for oral premalignant fields. We studied 77 oral squamous cell carcinomas (SCC) with associated non-tumour epithelia from 61 patients. Immunohistochemical studies (antibody NHC-38) were used to investigate E-cadherin expression, which was completely lost in basal (48% of cases) and parabasal (43%) layers of non-tumour epithelia close to the tumour and in basal (47%) and parabasal (38%) layers of non-tumour epithelia distant from the tumour. In multiple tumours E-cadherin expression was significantly lower than in single tumours in the basal, parabasal layers, and the middle third of close (p=0.002, <0.001, <0.001) and distant (p=0.041, p<0.001, p=0.005) non-tumour epithelia, respectively. Downregulation of E-cadherin may be valuable as a risk marker for the development of multiple tumours in the oral cavity and for the diagnosis of premalignant fields.
Collapse
Affiliation(s)
- M A González-Moles
- Oral Medicine Department, School of Dentistry, University of Granada, Paseo de Cartuja s/n, 18071 Granada, Spain.
| | | | | | | | | | | |
Collapse
|