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Caballero-Campo P, Lira-Albarrán S, Amaral A, Hong C, Shah N, Carles A, Li D, Barrera D, Hernández-Silva G, Ramalho-Santos J, Wang T, Hirst M, Larrea F, Costello J, Rinaudo P, Chirinos M. Integrative Molecular and Functional Analysis of Human Sperm Subpopulations to Identify New Biomarkers of Fertilization Potential. Arch Med Res 2025; 56:103210. [PMID: 40168948 DOI: 10.1016/j.arcmed.2025.103210] [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: 10/16/2024] [Revised: 01/28/2025] [Accepted: 03/18/2025] [Indexed: 04/03/2025]
Abstract
BACKGROUND Human ejaculates are composed of sperm subsets with heterogeneous characteristics. Comparative studies of sperm subpopulations with differences in motility may serve to investigate the functional and molecular features that are crucial for reaching the oocyte and fertilizing. OBJECTIVE To identify functional and molecular markers that characterize sperm subpopulations with high and low motility. MATERIALS AND METHODS Semen samples from 11 donors with proven fertility were processed by density gradient centrifugation to isolate high (F1) and low (F2) motility sperm subpopulations. Besides motility, we evaluated viability, chromatin integrity, mitochondrial membrane potential, capacitation, and acrosomal status. F1 and F2 were subjected to comparative methylome and transcriptome analyses by whole-genome bisulfite sequencing and RNA sequencing, respectively. Further validation of candidate biomarkers at the RNA and protein levels was performed with semen samples from six normozoospermic volunteers using quantitative PCR and Western blotting. RESULTS Spermatozoa from the F1 fractions exhibited higher mitochondrial membrane potential and viability than F2. Comparative methylome and transcriptome analyses of F1 and F2 identified 271 differentially methylated genes and 82 differentially expressed genes. Notably, CEP128 and CSTPP1 were downregulated and differentially methylated in the F2 fraction. Quantitative PCR confirmed the downregulation of these two genes in F2, and the downregulation of CEP128 was further validated at the protein level by Western blotting. CONCLUSION F1 spermatozoa are characterized by elevated mitochondrial membrane potential, viability, and higher expression of CEP128 and CSTPP1. Future studies should evaluate the potential of these functional variables and genes as biomarkers of fertility, either individually or in combination.
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Affiliation(s)
- Pedro Caballero-Campo
- Departamento de Biología de la Reproducción Dr. Carlos Gual Castro, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico; Fundación Tambre, Madrid, Spain
| | - Saúl Lira-Albarrán
- Center for Reproductive Sciences, Department of Obstetrics and Gynecology, University of California School of Medicine, San Francisco, CA, USA
| | - Alexandra Amaral
- Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal
| | - Chibo Hong
- Weill Institute for Neurosciences, Department of Neurological Surgery, University of California San Francisco School of Medicine, San Francisco, CA, USA
| | - Nakul Shah
- Department of Genetics, The McDonnell Genome Institute, Washington University School of Medicine, St. Louis, MO, USA
| | - Annaick Carles
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Daofeng Li
- Department of Genetics, The McDonnell Genome Institute, Washington University School of Medicine, St. Louis, MO, USA
| | - David Barrera
- Departamento de Biología de la Reproducción Dr. Carlos Gual Castro, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Gabriela Hernández-Silva
- Departamento de Biología de la Reproducción Dr. Carlos Gual Castro, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Joao Ramalho-Santos
- Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal; Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | - Ting Wang
- Department of Genetics, The McDonnell Genome Institute, Washington University School of Medicine, St. Louis, MO, USA
| | - Martin Hirst
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Fernando Larrea
- Departamento de Biología de la Reproducción Dr. Carlos Gual Castro, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Joe Costello
- Weill Institute for Neurosciences, Department of Neurological Surgery, University of California San Francisco School of Medicine, San Francisco, CA, USA
| | - Paolo Rinaudo
- Center for Reproductive Sciences, Department of Obstetrics and Gynecology, University of California School of Medicine, San Francisco, CA, USA
| | - Mayel Chirinos
- Departamento de Biología de la Reproducción Dr. Carlos Gual Castro, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico.
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Lorzadeh A, Ye G, Sharma S, Jadhav U. Motif distribution and DNA methylation underlie distinct Cdx2 binding during development and homeostasis. Nat Commun 2025; 16:929. [PMID: 39843425 PMCID: PMC11754732 DOI: 10.1038/s41467-025-56187-0] [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: 02/27/2024] [Accepted: 01/07/2025] [Indexed: 01/24/2025] Open
Abstract
Transcription factors guide tissue development by binding to developmental stage-specific targets and establishing an appropriate enhancer landscape. In turn, DNA and chromatin modifications direct the genomic binding of transcription factors. However, how transcription factors navigate chromatin features to selectively bind a small subset of all the possible genomic target loci remains poorly understood. Here we show that Cdx2-a lineage defining transcription factor that binds distinct targets in developing versus adult intestinal epithelial cells-has a preferential affinity for a non-canonical CpG-containing motif in vivo. A higher frequency of this motif at embryonic Cdx2 targets and methylated state of the CpG during development enables selective Cdx2 binding and activation of developmental enhancers and genes. In adult cells, demethylation at these enhancers prevents ectopic Cdx2 binding, instead directing Cdx2 to its canonical motif without a CpG. This shift in Cdx2 binding facilitates Ctcf and Hnf4 recruitment, establishing super-enhancers during development and homeostatic enhancers in adult cells, respectively. Induced DNA methylation in adult mouse epithelium or cultured cells recruits Cdx2 to developmental targets, promoting corecruitment of partner transcription factors. Thus, Cdx2's differential CpG motif preferences enable it to navigate distinct DNA methylation profiles, activating genes specific to appropriate developmental stages.
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Affiliation(s)
- Alireza Lorzadeh
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - George Ye
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Sweta Sharma
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Unmesh Jadhav
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
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Lorzadeh A, Ye G, Sharma S, Jadhav U. DNA methylation-dependent and -independent binding of CDX2 directs activation of distinct developmental and homeostatic genes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.11.579850. [PMID: 38405700 PMCID: PMC10888781 DOI: 10.1101/2024.02.11.579850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Precise spatiotemporal and cell type-specific gene expression is essential for proper tissue development and function. Transcription factors (TFs) guide this process by binding to developmental stage-specific targets and establishing an appropriate enhancer landscape. In turn, DNA and chromatin modifications direct the genomic binding of TFs. However, how TFs navigate various chromatin features and selectively bind a small portion of the millions of possible genomic target loci is still not well understood. Here we show that Cdx2 - a pioneer TF that binds distinct targets in developing versus adult intestinal epithelial cells - has a preferential affinity for a non-canonical CpG-containing motif in vivo. A higher frequency of this motif at embryonic and fetal Cdx2 target loci and the specifically methylated state of the CpG during development allows selective Cdx2 binding and activation of developmental enhancers and linked genes. Conversely, demethylation at these enhancers prohibits ectopic Cdx2 binding in adult cells, where Cdx2 binds its canonical motif without a CpG. This differential Cdx2 binding allows for corecruitment of Ctcf and Hnf4, facilitating the establishment of intestinal superenhancers during development and enhancers mediating adult homeostatic functions, respectively. Induced gain of DNA methylation in the adult mouse epithelium or cultured cells causes ectopic recruitment of Cdx2 to the developmental target loci and facilitates cobinding of the partner TFs. Together, our results demonstrate that the differential CpG motif requirements for Cdx2 binding to developmental versus adult target sites allow it to navigate different DNA methylation profiles and activate cell type-specific genes at appropriate times.
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Affiliation(s)
- Alireza Lorzadeh
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USC
| | - George Ye
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USC
| | - Sweta Sharma
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USC
| | - Unmesh Jadhav
- Department of Stem Cell Biology and Regenerative Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USC
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USC
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Islam R, Jenkins CE, Cao Q, Wong J, Bilenky M, Carles A, Moksa M, Weng AP, Hirst M. RUNX1 colludes with NOTCH1 to reprogram chromatin in T cell acute lymphoblastic leukemia. iScience 2023; 26:106795. [PMID: 37213235 PMCID: PMC10199266 DOI: 10.1016/j.isci.2023.106795] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 02/10/2023] [Accepted: 04/27/2023] [Indexed: 05/23/2023] Open
Abstract
Runt-related transcription factor 1 (RUNX1) is oncogenic in diverse types of leukemia and epithelial cancers where its expression is associated with poor prognosis. Current models suggest that RUNX1 cooperates with other oncogenic factors (e.g., NOTCH1, TAL1) to drive the expression of proto-oncogenes in T cell acute lymphoblastic leukemia (T-ALL) but the molecular mechanisms controlled by RUNX1 and its cooperation with other factors remain unclear. Integrative chromatin and transcriptional analysis following inhibition of RUNX1 and NOTCH1 revealed a surprisingly widespread role of RUNX1 in the establishment of global H3K27ac levels and that RUNX1 is required by NOTCH1 for cooperative transcription activation of key NOTCH1 target genes including MYC, DTX1, HES4, IL7R, and NOTCH3. Super-enhancers were preferentially sensitive to RUNX1 knockdown and RUNX1-dependent super-enhancers were disrupted following the treatment of a pan-BET inhibitor, I-BET151.
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Affiliation(s)
- Rashedul Islam
- Bioinformatics Graduate Program, University of British Columbia, Vancouver, BC V5Z 4S6, Canada
- Department of Microbiology and Immunology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
- Canada’s Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, BC V5Z 4S6, Canada
| | | | - Qi Cao
- Department of Microbiology and Immunology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Jasper Wong
- Genome Science and Technology Program, University of British Columbia, Vancouver, BC V6T 2B5, Canada
| | - Misha Bilenky
- Canada’s Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, BC V5Z 4S6, Canada
| | - Annaïck Carles
- Department of Microbiology and Immunology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Michelle Moksa
- Department of Microbiology and Immunology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Andrew P. Weng
- Terry Fox Laboratory, BC Cancer, Vancouver, BC V5Z 1L3, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC V6T 2B5, Canada
| | - Martin Hirst
- Bioinformatics Graduate Program, University of British Columbia, Vancouver, BC V5Z 4S6, Canada
- Department of Microbiology and Immunology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
- Canada’s Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, BC V5Z 4S6, Canada
- Genome Science and Technology Program, University of British Columbia, Vancouver, BC V6T 2B5, Canada
- Corresponding author
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Walhart TA, Vacca B, Hepperla AJ, Hamad SH, Petrongelli J, Wang Y, McKean EL, Moksa M, Cao Q, Yip S, Hirst M, Weissman BE. SMARCB1 Loss in Poorly Differentiated Chordomas Drives Tumor Progression. THE AMERICAN JOURNAL OF PATHOLOGY 2023; 193:456-473. [PMID: 36657718 PMCID: PMC10123523 DOI: 10.1016/j.ajpath.2022.12.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 12/08/2022] [Accepted: 12/20/2022] [Indexed: 01/18/2023]
Abstract
Poorly differentiated (PD) chordoma, a rare, aggressive tumor originating from notochordal tissue, shows loss of SMARCB1 expression, a core component of the Switch/Sucrose Non-Fermentable (SWI/SNF) chromatin remodeling complexes. To determine the impact of SMARCB1 re-expression on cell growth and gene expression, two SMARCB1-negative PD chordoma cell lines with an inducible SMARCB1 expression system were generated. After 72 hours of induction of SMARCB1, both SMARCB1-negative PD chordoma cell lines continued to proliferate. This result contrasted with those observed with SMARCB1-negative rhabdoid cell lines in which SMARCB1 re-expression caused the rapid inhibition of growth. We found that the lack of growth inhibition may arise from the loss of CDKN2A (p16INK4A) expression in PD chordoma cell lines. RNA-sequencing of cell lines after SMARCB1 re-expression showed a down-regulation for rRNA and RNA processing as well as metabolic processing and increased expression of genes involved in cell adhesion, cell migration, and development. Taken together, these data establish that SMARCB1 re-expression in PD chordomas alters the repertoire of SWI/SNF complexes, perhaps restoring those associated with cellular differentiation. These novel findings support a model in which SMARCB1 inactivation blocks the conversion of growth-promoting SWI/SNF complexes to differentiation-inducing ones, and they implicate SMARCB1 loss as a late event in tumorigenic progression. Importantly, the absence of growth inhibition after SMARCB1 restoration creates a unique opportunity to identify therapeutic vulnerabilities.
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Affiliation(s)
- Tara A Walhart
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina
| | - Bryanna Vacca
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina; Curriculum in Toxicology and Environmental Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina
| | - Austin J Hepperla
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina
| | - Samera H Hamad
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina; Curriculum in Toxicology and Environmental Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina
| | - James Petrongelli
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina
| | - Yemin Wang
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Department of Molecular Oncology, British Columbia Cancer Research Institute, Vancouver, British Columbia, Canada
| | - Erin L McKean
- Department of Otolaryngology and Neurosurgery, University of Michigan, Ann Arbor, Michigan
| | - Michelle Moksa
- Department of Microbiology & Immunology, Michael Smith Laboratories, University of British Columbia, Vancouver, British Columbia, Canada; Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, British Columbia, Canada
| | - Qi Cao
- Department of Microbiology & Immunology, Michael Smith Laboratories, University of British Columbia, Vancouver, British Columbia, Canada; Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, British Columbia, Canada
| | - Stephen Yip
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Department of Molecular Oncology, British Columbia Cancer Research Institute, Vancouver, British Columbia, Canada
| | - Martin Hirst
- Department of Microbiology & Immunology, Michael Smith Laboratories, University of British Columbia, Vancouver, British Columbia, Canada; Canada's Michael Smith Genome Sciences Centre at BC Cancer, Vancouver, British Columbia, Canada
| | - Bernard E Weissman
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina; Curriculum in Toxicology and Environmental Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina; Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina.
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曾 银, 樊 嵘. [PCGF1 is highly expressed in rectal adenocarcinoma and silencing PCGF1 inhibits proliferation of rectal adenocarcinoma cells in vitro]. NAN FANG YI KE DA XUE XUE BAO = JOURNAL OF SOUTHERN MEDICAL UNIVERSITY 2022; 42:1296-1302. [PMID: 36210701 PMCID: PMC9550553 DOI: 10.12122/j.issn.1673-4254.2022.09.04] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Indexed: 01/25/2023]
Abstract
OBJECTIVE To investigate the expression of PCGF1 in rectal adenocarcinoma (READ) and the effect of PCGF1 silencing on proliferation READ cells in vitro. METHODS The UALCAN and ENCORI online databases were used to analyze the expression level of PCGF1 in READ tissues and normal tissues and its association with the clinicopathological parameters and survival outcomes of patients with READ. The expression levels of PCGF1 were detected in two READ cell lines and a normal rectal epithelial cell line (HcoEpiC cells) using qPCR and Western blotting. Lentiviral vectors were used to construct PCGF1-overexpressing and PCGF1-silenced cell lines, and the proliferative activity of the cells was assessed using CCK-8 assay. The effect of PCGF1 silencing on tumor proliferation in vivo was also evaluated by observing tumorigenicity of the cells in nude mice. RESULTS PCGF1 was highly expressed in READ tissue (P < 0.001), and its expression levels was correlated with READ stage, differentiation and lymph node metastasis (P < 0.001). A high PCGF1 expression level was associated with a poor survival outcome of READ patients (P < 0.05). In SW837 and SW1463 cells, PCGF1 silencing significantly lowered the proliferative activity of the cells both in vitro (P < 0.05) and in nude mice (P < 0.01). CONCLUSION PCGF1 is highly expressed in READ tissue and may potentially serve as a prognostic biomarker as well as a therapeutic target for READ.
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Affiliation(s)
- 银珍 曾
- 南方医科大学南方医院麻醉科,广东 广州 510515Department of Anesthesiology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - 嵘 樊
- 天津市西青医院中心实验室,天津 300380Central Laboratory, Tianjin Xiqing Hospital, Tianjin 300380, China
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