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Huang D, Kapadia EH, Liang Y, Shriver LP, Dai S, Patti GJ, Humbel BM, Laudet V, Parichy DM. Agouti and BMP signaling drive a naturally occurring fate conversion of melanophores to leucophores in zebrafish. Proc Natl Acad Sci U S A 2025; 122:e2424180122. [PMID: 40305763 PMCID: PMC11874323 DOI: 10.1073/pnas.2424180122] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Accepted: 01/17/2025] [Indexed: 05/02/2025] Open
Abstract
The often-distinctive pigment patterns of vertebrates are varied in form and function and depend on several types of pigment cells derived from embryonic neural crest or latent stem cells of neural crest origin. These cells and the patterns they produce have been useful for uncovering features of differentiation and morphogenesis that underlie adult phenotypes, and they offer opportunities to discover how patterns and the cell types themselves have diversified. In zebrafish, a body pattern of stripes arises by self-organizing interactions among three types of pigment cells. Yet these fish also exhibit white ornamentation on their fins that depends on the transdifferentiation of black melanophores to white cells, "melanoleucophores." To identify mechanisms underlying this conversion we used ultrastructural, transcriptomic, mutational, and other approaches. We show that melanophore-melanoleucophore transition depends on regional BMP signals transduced through noncanonical receptors (Rgmb-Neo1a-Lrig2) as well as BMP-dependent signaling by Agouti genes, asip1 and asip2b. These signals lead to expression of transcription factor genes including foxd3 and runx3 that are necessary to induce loss of melanin, curtail new melanin production, and deploy a pathway for accumulating guanine crystals that, together, confer a white phenotype. These analyses uncover an important role for positional information in specifying ornamentation in zebrafish and show how tissue environmental cues and an altered gene regulatory program have allowed terminal addition of a distinct phenotype to a preexisting cell type.
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Affiliation(s)
- Delai Huang
- Department of Biology, University of Virginia, Charlottesville, VA22903
| | - Emaan H. Kapadia
- Department of Biology, University of Virginia, Charlottesville, VA22903
| | - Yipeng Liang
- Department of Biology, University of Virginia, Charlottesville, VA22903
| | - Leah P. Shriver
- Department of Chemistry, Washington University, St. Louis, MO63110
- The Center for Mass Spectrometry and Isotope Tracing, Washington University, St. Louis, MO63110
- Department of Medicine, Washington University School of Medicine, St. Louis, MO63110
| | - Shengkun Dai
- Department of Chemistry, Washington University, St. Louis, MO63110
- The Center for Mass Spectrometry and Isotope Tracing, Washington University, St. Louis, MO63110
- Department of Medicine, Washington University School of Medicine, St. Louis, MO63110
| | - Gary J. Patti
- Department of Chemistry, Washington University, St. Louis, MO63110
- The Center for Mass Spectrometry and Isotope Tracing, Washington University, St. Louis, MO63110
- Department of Medicine, Washington University School of Medicine, St. Louis, MO63110
| | - Bruno M. Humbel
- Marine Eco-Evo-Devo Unit, Okinawa Institute of Science and Technology Graduate University, Okinawa904-0495, Japan
- Provost Office, Okinawa Institute of Science and Technology Graduate University, Okinawa904-0495, Japan
| | - Vincent Laudet
- Marine Eco-Evo-Devo Unit, Okinawa Institute of Science and Technology Graduate University, Okinawa904-0495, Japan
| | - David M. Parichy
- Department of Biology, University of Virginia, Charlottesville, VA22903
- Department of Cell Biology, University of Virginia, Charlottesville, VA22903
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Roy A, Chauhan S, Bhattacharya S, Jakhmola V, Tyagi K, Sachdeva A, Wasai A, Mandal S. Runt-related transcription factors in human carcinogenesis: a friend or foe? J Cancer Res Clin Oncol 2023; 149:9409-9423. [PMID: 37081242 DOI: 10.1007/s00432-023-04769-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 04/08/2023] [Indexed: 04/22/2023]
Abstract
PURPOSE Cancer is one of the deadliest pathologies with more than 19 million new cases and 10 million cancer-related deaths across the globe. Despite development of advanced therapeutic interventions, cancer remains as a fatal pathology due to lack of early prognostic biomarkers, therapy resistance and requires identification of novel drug targets. METHODS Runt-related transcription factors (Runx) family controls several cellular and physiological functions including osteogenesis. Recent literatures from PubMed was mined and the review was written in comprehensive manner RESULTS: Recent literature suggests that aberrant expression of Runx contributes to tumorigenesis of many organs. Conversely, cell- and tissue-specific tumor suppressor roles of Runx are also reported. In this review, we have provided the structural/functional properties of Runx isoforms and its regulation in context of human cancer. Moreover, in an urgent need to discover novel therapeutic interventions against cancer, we comprehensively discussed the reported oncogenic and tumor suppressive roles of Runx isoforms in several tumor types and discussed the discrepancies that may have risen on Runx as a driver of malignant transformation. CONCLUSION Runx may be a novel therapeutic target against a battery of deadly human cancers.
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Affiliation(s)
- Adhiraj Roy
- Amity Institute of Molecular Medicine & Stem Cell Research, Amity University, Sector 125, Noida, Uttar Pradesh, 201303, India.
| | - Shivi Chauhan
- Amity Institute of Molecular Medicine & Stem Cell Research, Amity University, Sector 125, Noida, Uttar Pradesh, 201303, India
| | - Sujata Bhattacharya
- Amity Institute of Molecular Medicine & Stem Cell Research, Amity University, Sector 125, Noida, Uttar Pradesh, 201303, India
| | - Vibhuti Jakhmola
- Amity Institute of Molecular Medicine & Stem Cell Research, Amity University, Sector 125, Noida, Uttar Pradesh, 201303, India
| | - Komal Tyagi
- Amity Institute of Molecular Medicine & Stem Cell Research, Amity University, Sector 125, Noida, Uttar Pradesh, 201303, India
| | - Abha Sachdeva
- Amity Institute of Molecular Medicine & Stem Cell Research, Amity University, Sector 125, Noida, Uttar Pradesh, 201303, India
| | - Abdul Wasai
- Amity Institute of Molecular Medicine & Stem Cell Research, Amity University, Sector 125, Noida, Uttar Pradesh, 201303, India
| | - Supratim Mandal
- Department of Microbiology, University of Kalyani, Kalyani, Nadia, West Bengal, 741235, India
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Bona Fide Tumor Suppressor Genes Hypermethylated in Melanoma: A Narrative Review. Int J Mol Sci 2021; 22:ijms221910674. [PMID: 34639015 PMCID: PMC8508892 DOI: 10.3390/ijms221910674] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 09/27/2021] [Accepted: 09/30/2021] [Indexed: 12/17/2022] Open
Abstract
Loss-of-function events in tumor suppressor genes (TSGs) contribute to the development and progression of cutaneous malignant melanoma (CMM). Epigenetic alterations are the major mechanisms of TSG inactivation, in particular, silencing by promoter CpG-island hypermethylation. TSGs are valuable tools in diagnosis and prognosis and, possibly, in future targeted therapy. The aim of this narrative review is to outline bona fide TSGs affected by promoter CpG-island hypermethylation and their functional role in the progression of CMM. We conducted a systematic literature review to identify studies providing evidence of bona fide TSGs by cell line or animal experiments. We performed a broad first search and a gene-specific second search, supplemented by reference checking. We included studies describing bona fide TSGs in CMM with promoter CpG-island hypermethylation in which inactivating mechanisms were reported. We extracted data about protein role, pathway, experiments conducted to meet the bona fide criteria and hallmarks of cancer acquired by TSG inactivation. A total of 24 studies were included, describing 24 bona fide TSGs silenced by promoter CpG-island hypermethylation in CMM. Their effect on cell proliferation, apoptosis, growth, senescence, angiogenesis, migration, invasion or metastasis is also described. These data give further insight into the role of TSGs in the progression of CMM.
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Liu Y, Feng Z, Chen H. Integrated analysis of the expression, involved functions, and regulatory network of RUNX3 in melanoma. Comb Chem High Throughput Screen 2021; 25:1552-1564. [PMID: 34397327 DOI: 10.2174/1386207324666210816121833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 05/31/2021] [Accepted: 06/02/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND As a tumor suppressor or oncogenic gene, abnormal expression of RUNX family transcription factor 3 (RUNX3) has been reported in various cancers. <p> Introduction: This study aimed to investigate the role of RUNX3 in melanoma. <p> Methods: The expression level of RUNX3 in melanoma tissues was analyzed by immunohistochemistry and the Oncomine database. Based on microarray datasets GSE3189 and GSE7553, differentially expressed genes (DEGs) in melanoma samples were screened, followed by functional enrichment analysis. Gene Set Enrichment Analysis (GSEA) was performed for RUNX3. DEGs that co-expressed with RUNX3 were analyzed, and the transcription factors (TFs) of RUNX3 and its co-expressed genes were predicted. The protein-protein interactions (PPIs) for RUNX3 were analyzed utilizing the GeneMANIA database. MicroRNAs (miRNAs) that could target RUNX3 expression, were predicted. <p> Results: RUNX3 expression was significantly up-regulated in melanoma tissues. GSEA showed that RUNX3 expression was positively correlated with melanogenesis and melanoma pathways. Eleven DEGs showed significant co-expression with RUNX3 in melanoma, for example, TLE4 was negatively co-expressed with RUNX3. RUNX3 was identified as a TF that regulated the expression of both itself and its co-expressed genes. PPI analysis showed that 20 protein-encoding genes interacted with RUNX3, among which 9 genes were differentially expressed in melanoma, such as CBFB and SMAD3. These genes were significantly enriched in transcriptional regulation by RUNX3, RUNX3 regulates BCL2L11 (BIM) transcription, regulation of I-kappaB kinase/NF-kappaB signaling, and signaling by NOTCH. A total of 31 miRNAs could target RUNX3, such as miR-326, miR-330-5p, and miR-373-3p. <p> Conclusion: RUNX3 expression was up-regulated in melanoma and was implicated in the development of melanoma.
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Affiliation(s)
- Yanxin Liu
- Department of Burn and Plastic Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan 250021, China
| | - Zhang Feng
- Department of Burn and Plastic Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan 250021, China
| | - Huaxia Chen
- Department of Burn and Plastic Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan 250021, China
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Jung J. Characterizing therapeutic signatures of transcription factors in cancer by incorporating profiles in compound treated cells. Bioinformatics 2021; 37:1008-1014. [PMID: 32886093 DOI: 10.1093/bioinformatics/btaa765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 08/18/2020] [Accepted: 08/26/2020] [Indexed: 11/14/2022] Open
Abstract
MOTIVATION Cancers are promoted by abnormal alterations in biological processes, such as cell cycle and apoptosis. An immediate reason for those aberrant processes is the deregulation of their involved transcription factors (TFs). Thus, the deregulated TFs in cancer have been experimented as successful therapeutic targets, such as RARA and RUNX1. This therapeutic strategy can be accelerated by characterizing new potential TF targets. RESULTS Two kinds of therapeutic signatures of TFs in A375 (skin) and HT29 (colon) cancer cells were characterized by analyzing TF activities under effective and ineffective compounds to cancer. First, the therapeutic TFs (TTs) were identified as the TFs that are significantly activated or repressed under effective compared to ineffective compounds. Second, the therapeutically correlated TF pairs (TCPs) were determined as the TF pairs whose activity correlations show substantial discrepancy between the effective and ineffective compounds. It was facilitated by incorporating (i)compound-induced gene expressions (LINCS), (ii) compound-induced cell viabilities (GDSC) and (iii) TF-target interactions (TRUST2). As a result, among 627 TFs, the 35 TTs (such as MYCN and TP53) and the 214 TCPs (such as FOXO3 and POU2F2 pair) were identified. The TTs and the proteins on the paths between TCPs were compared with the known therapeutic targets, tumor suppressors, oncogenes and CRISPR-Cas9 knockout screening, which yielded significant consequences. We expect that the results provide good candidates for therapeutic TF targets in cancer. AVAILABILITY AND IMPLEMENTATION The data and Python implementations are available at https://github.com/jmjung83/TT_and_TCP. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Jinmyung Jung
- Division of Data Science, College of Information and Communication Technology, The University of Suwon, Hwaseong 18323, Republic of Korea
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Wang N, Zhang H, Cui X, Ma C, Wang L, Liu W. Runx3 Induces a Cell Shape Change and Suppresses Migration and Metastasis of Melanoma Cells by Altering a Transcriptional Profile. Int J Mol Sci 2021; 22:2219. [PMID: 33672337 PMCID: PMC7926509 DOI: 10.3390/ijms22042219] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 02/08/2021] [Accepted: 02/18/2021] [Indexed: 11/17/2022] Open
Abstract
Runt-related transcription factor-3 (Runx3) is a tumor suppressor, and its contribution to melanoma progression remains unclear. We previously demonstrated that Runx3 re-expression in B16-F10 melanoma cells changed their shape and attenuated their migration. In this study, we found that Runx3 re-expression in B16-F10 cells also suppressed their pulmonary metastasis. We performed microarray analysis and uncovered an altered transcriptional profile underlying the cell shape change and the suppression of migration and metastasis. This altered transcriptional profile was rich in Gene Ontology/Kyoto Encyclopedia of Genes and Genomes (GO/KEGG) annotations relevant to adhesion and the actin cytoskeleton and included differentially expressed genes for some major extracellular matrix (ECM) proteins as well as genes that were inversely associated with the increase in the metastatic potential of B16-F10 cells compared to B16-F0 melanoma cells. Further, we found that this altered transcriptional profile could have prognostic value, as evidenced by myelin and lymphocyte protein (MAL) and vilin-like (VILL). Finally, Mal gene expression was correlated with metastatic potential among the cells and was targeted by histone deacetylase (HDAC) inhibitors in B16-F10 cells, and the knockdown of Mal gene expression in B16-F0 cells changed their shape and enhanced the migratory and invasive traits of their metastasis. Our study suggests that self-entrapping of metastatic Runx3-negative melanoma cells via adhesion and the actin cytoskeleton could be a powerful therapeutic strategy.
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Affiliation(s)
- Ning Wang
- Institute of Genetics and Cell Biology, School of Life Sciences, Northeast Normal University, No. 5268, Renmin St., Changchun 130024, China; (N.W.); (X.C.); (C.M.); (L.W.)
| | - Haiying Zhang
- Key Laboratory of Pathobiology of Ministry of Education, Norman Bethune College of Medicine, Jilin University, No. 126, Xinmin St., Changchun 130021, China;
| | - Xiulin Cui
- Institute of Genetics and Cell Biology, School of Life Sciences, Northeast Normal University, No. 5268, Renmin St., Changchun 130024, China; (N.W.); (X.C.); (C.M.); (L.W.)
| | - Chao Ma
- Institute of Genetics and Cell Biology, School of Life Sciences, Northeast Normal University, No. 5268, Renmin St., Changchun 130024, China; (N.W.); (X.C.); (C.M.); (L.W.)
| | - Linghui Wang
- Institute of Genetics and Cell Biology, School of Life Sciences, Northeast Normal University, No. 5268, Renmin St., Changchun 130024, China; (N.W.); (X.C.); (C.M.); (L.W.)
| | - Wenguang Liu
- Institute of Genetics and Cell Biology, School of Life Sciences, Northeast Normal University, No. 5268, Renmin St., Changchun 130024, China; (N.W.); (X.C.); (C.M.); (L.W.)
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Manandhar S, Lee YM. Emerging role of RUNX3 in the regulation of tumor microenvironment. BMB Rep 2018; 51:174-181. [PMID: 29429451 PMCID: PMC5933212 DOI: 10.5483/bmbrep.2018.51.4.033] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2018] [Indexed: 12/17/2022] Open
Abstract
A number of genes have been therapeutically targeted to relieve cancer, but cancer relapse is still a growing issue. The concept that the surrounding tumor environment is critical for the progression of cancer may foster an answer to the issue of cancer malignancy. Runt domain transcription factors (RUNX1, 2, and 3) are evolutionarily conserved and have been intensively studied for their roles in normal development and pathological conditions. During tumor growth, a hypoxic microenvironment and infiltration of the tumor by immune cells are common phenomena. In this review, we briefly introduce the consequences of hypoxia and immune cell infiltration into the tumor microenvironment with a focus on RUNX3 as a critical regulator. Furthermore, based on our current knowledge of the functional role of RUNX3 in hypoxia and immune cell maintenance, a probable therapeutic intervention is suggested for the effective management of tumor growth and malignancy. [BMB Reports 2018; 51(4): 174-181].
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Affiliation(s)
- Sarala Manandhar
- Laboratory of Vascular Homeostasis Regulation, BK21 Plus KNU Multi-Omics based Creative Drug Research Team, Research Institute of Pharmaceutical Sciences, College of Pharmacy, Kyungpook National University, Daegu 41566, Korea
| | - You Mie Lee
- Laboratory of Vascular Homeostasis Regulation, BK21 Plus KNU Multi-Omics based Creative Drug Research Team, Research Institute of Pharmaceutical Sciences, College of Pharmacy, Kyungpook National University, Daegu 41566, Korea
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