Epigenetics Podcast

In this episode of the Epigenetics Podcast, we talked with Will Wang from Sanford Burnham Prebys about his work on muscle stem cell repair, regeneration, and aging, exploring spatial-omics and machine learning.

We begin our conversation by exploring the traditional concepts of spatial biology and how they have evolved to play a critical role in disease research. Dr. Wang recounts his journey from a young student in a family of academics to becoming a leading figure in regenerative biology, highlighting how his early interests in life sciences, natural problem-solving abilities, and inspirations from mentorship set the stage for his current research trajectory.

Throughout the discussion, we uncover key insights on how muscle stem cells transition from a quiescent state to a proliferative state in response to injury and how this dynamic process is governed by the epigenetic landscape and various signalling pathways. Dr. Wang emphasises the impact of external factors—be it microenvironment conditions or metabolic cues—on the fate and function of these stem cells, reflecting on the methodologies used to investigate these processes throughout his career.

He shares fascinating findings from his PhD work, where he explored the regulatory role of transcription factors like PAX-7 in muscle stem cell activation, and how subsequent research developed in his postdoc at Stanford further illuminated the relationship between metabolism and histone acetylation. This pivotal work not only demonstrated how metabolic states dictate epigenetic modifications but also offered potential therapeutic insights for muscle degeneration and repair.

As we move into more recent projects, Dr. Wang discusses the advances in multiplexed spatial proteomics and the insights garnered from a single-cell spatiotemporal atlas of muscle regeneration, which highlight the cellular heterogeneity in muscle tissue. He describes the use of novel computational tools, including neural networks, to uncover the regulatory mechanisms underlying stem cell function, particularly how prostaglandin signalling informs the regeneration process and how age impacts stem cell efficacy. The episode then wraps up with an engaging dialogue about the future implications of Dr. Wang’s work in addressing age-related muscle degradation and broader applications in regenerative medicine.

References

Yucel, N., Wang, Y. X., Mai, T., Porpiglia, E., Lund, P. J., Markov, G., Garcia, B. A., Bendall, S. C., Angelo, M., & Blau, H. M. (2019). Glucose Metabolism Drives Histone Acetylation Landscape Transitions that Dictate Muscle Stem Cell Function. Cell Reports, 27(13), 3939-3955.e6. https://doi.org/10.1016/j.celrep.2019.05.092

Wang, Y. X., Palla, A. R., Ho, A. T. V., Robinson, D. C. L., Ravichandran, M., Markov, G. J., Mai, T., Still, C., Balsubramani, A., Nair, S., Holbrook, C. A., Yang, A. V., Kraft, P. E., Su, S., Burns, D. M., Yucel, N. D., Qi, L. S., Kundaje, A., & Blau, H. M. (2025). Multiomic profiling reveals that prostaglandin E2 reverses aged muscle stem cell dysfunction, leading to increased regeneration and strength. Cell Stem Cell, 32(7), 1154-1169.e9. https://doi.org/10.1016/j.stem.2025.05.012

Related Episodes

Stem Cell Transcriptional Regulation in Naive vs. Primed Pluripotency (Christa Buecker)

The Effect of Mechanotransduction on Chromatin Structure and Transcription in Stem Cells (Sara Wickström)

Epigenetic Regulation of Stem Cell Self-Renewal and Differentiation (Peggy Goodell)

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Email: [email protected]

In this episode of the Epigenetics Podcast, we talked with Will Wang from Sanford Burnham Prebys about his work on muscle stem cell repair, regeneration, and aging, exploring spatial-omics and machine learning.

We begin our conversation by exploring the traditional concepts of spatial biology and how they have evolved to play a critical role in disease research. Dr. Wang recounts his journey from a young student in a family of academics to becoming a leading figure in regenerative biology, highlighting how his early interests in life sciences, natural problem-solving abilities, and inspirations from mentorship set the stage for his current research trajectory.

Throughout the discussion, we uncover key insights on how muscle stem cells transition from a quiescent state to a proliferative state in response to injury and how this dynamic process is governed by the epigenetic landscape and various signalling pathways. Dr. Wang emphasises the impact of external factors—be it microenvironment conditions or metabolic cues—on the fate and function of these stem cells, reflecting on the methodologies used to investigate these processes throughout his career.

He shares fascinating findings from his PhD work, where he explored the regulatory role of transcription factors like PAC-7 in muscle stem cell activation, and how subsequent research developed in his postdoc at Stanford further illuminated the relationship between metabolism and histone acetylation. This pivotal work not only demonstrated how metabolic states dictate epigenetic modifications but also offered potential therapeutic insights for muscle degeneration and repair.

As we move into more recent projects, Dr. Wang discusses the advances in multiplexed spatial proteomics and the insights garnered from a single-cell spatiotemporal atlas of muscle regeneration, which highlight the cellular heterogeneity in muscle tissue. He describes the use of novel computational tools, including neural networks, to uncover the regulatory mechanisms underlying stem cell function, particularly how prostaglandin signalling informs the regeneration process and how age impacts stem cell efficacy. The episode then wraps up with an engaging dialogue about the future implications of Dr. Wang’s work in addressing age-related muscle degradation and broader applications in regenerative medicine.

References

Yucel, N., Wang, Y. X., Mai, T., Porpiglia, E., Lund, P. J., Markov, G., Garcia, B. A., Bendall, S. C., Angelo, M., & Blau, H. M. (2019). Glucose Metabolism Drives Histone Acetylation Landscape Transitions that Dictate Muscle Stem Cell Function. Cell Reports, 27(13), 3939-3955.e6. https://doi.org/10.1016/j.celrep.2019.05.092

Wang, Y. X., Palla, A. R., Ho, A. T. V., Robinson, D. C. L., Ravichandran, M., Markov, G. J., Mai, T., Still, C., Balsubramani, A., Nair, S., Holbrook, C. A., Yang, A. V., Kraft, P. E., Su, S., Burns, D. M., Yucel, N. D., Qi, L. S., Kundaje, A., & Blau, H. M. (2025). Multiomic profiling reveals that prostaglandin E2 reverses aged muscle stem cell dysfunction, leading to increased regeneration and strength. Cell Stem Cell, 32(7), 1154-1169.e9. https://doi.org/10.1016/j.stem.2025.05.012

Related Episodes

Stem Cell Transcriptional Regulation in Naive vs. Primed Pluripotency (Christa Buecker)

The Effect of Mechanotransduction on Chromatin Structure and Transcription in Stem Cells (Sara Wickström)

Epigenetic Regulation of Stem Cell Self-Renewal and Differentiation (Peggy Goodell)

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Epigenetics Podcast on Mastodon

Epigenetics Podcast on Bluesky

Dr. Stefan Dillinger on LinkedIn

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Email: [email protected]

In this episode of the Epigenetics Podcast, we talked with Mitch Guttman from Caltec about ChIP-DIP (ChIP-Done In Parallel).

ChIP-DIP is a newly developed approach for high-resolution protein–DNA interaction mapping. The method uses antibody-guided isolation of denaturant-insoluble protein–DNA complexes, resulting in substantially improved specificity and peak definition compared with conventional ChIP-seq. We explore why denaturation resistance is central to the workflow, how the method performs across transcription factors, chromatin regulators, and histone marks, and what experimental parameters determine its success. The conversation also covers current limitations, practical adoption details, and perspectives on how ChIP-DIP fits into the broader landscape of chromatin profiling technologies.

References

Perez, A. A., Goronzy, I. N., Blanco, M. R., Yeh, B. T., Guo, J. K., Lopes, C. S., Ettlin, O., Burr, A., & Guttman, M. (2024). ChIP-DIP maps binding of hundreds of proteins to DNA simultaneously and identifies diverse gene regulatory elements. Nature genetics, 56(12), 2827–2841. https://doi.org/10.1038/s41588-024-02000-5

Ramani, V. Split-pool barcoding serves up an epigenomic smorgasbord. Nat Genet 56, 2596–2597 (2024). https://doi.org/10.1038/s41588-024-01980-8

Related Episodes

Split-Pool Recognition of Interactions by Tag Extension (SPRITE) (Mitch Guttman)

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In this episode of the Epigenetics Podcast, we talked with Fides Zenk from the École polytechnique fédérale de Lausanne about her work on transgenerational inheritance in Drosophila and brain organoids for human development insights.

Dr. Zenk begins by sharing her journey into the field of biology, revealing her childhood fascination with nature and the intricate details of plant development. Her transition from an interest in ecology to a deep dive into molecular biology and gene regulation lays the groundwork for understanding her current research focus. We explore how her early experiences continue to shape her scientific curiosity, particularly her passion for studying cellular changes over time during embryonic development.

As the conversation progresses, Dr. Zenk paints a vivid picture of her work at EPFL, where she combines functional genomics, chromatin profiling, and molecular biology techniques. She elaborates on her initial research during her PhD with Nicola Iovino, where she investigated the transgenerational inheritance of histone modifications in Drosophila. This discussion includes fascinating insights into how histone modifications can carry information across generations and their implications in gene expression regulation during early embryonic stages.

Dr. Zenk also provides a glimpse into her postdoctoral work with Barbara Treutlein, where she shifted focus to human models and quantitative analysis using brain organoids. This segment of the episode reveals her commitment to translating molecular mechanisms to human health, especially in understanding the intricacies of brain development and neurogenesis. She describes how her team mapped dynamic changes in histone modifications during critical developmental stages, integrating various data modalities to build an intricate developmental atlas.

 

References

Zenk F, Loeser E, Schiavo R, et al. Germ line-inherited H3K27me3 restricts enhancer function during maternal-to-zygotic transition. Science (New York, N.Y.). 2017 Jul;357(6347):212-216. DOI: 10.1126/science.aam5339. PMID: 28706074.

Zenk F, Zhan Y, Kos P, et al. HP1 drives de novo 3D genome reorganization in early Drosophila embryos. Nature. 2021 May;593(7858):289-293. DOI: 10.1038/s41586-021-03460-z. PMID: 33854237; PMCID: PMC8116211.

Zenk F, Fleck JS, Jansen SMJ, et al. Single-cell epigenomic reconstruction of developmental trajectories from pluripotency in human neural organoid systems. Nature Neuroscience. 2024 Jul;27(7):1376-1386. DOI: 10.1038/s41593-024-01652-0. PMID: 38914828; PMCID: PMC11239525.

Related Episodes

The Role of Small RNAs in Transgenerational Inheritance in C. elegans (Oded Rechavi)

Mapping the Epigenome: From Arabidopsis to the Human Brain (Joseph Ecker)

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In this episode of the Epigenetics Podcast, we talked with Anders Sejr Hansen from MIT about his work on the impact of 3D genome structures on gene expression, the roles of proteins like CTCF and cohesin, and advanced techniques like Region Capture Micro-C for mapping genome organisation.

Dr. Sejr Hansen introduces his research focusing on the relationship between three-dimensional genome structure and function, specifically how these structures can influence gene expression. He elaborates on the importance of transcription factors and the role of looping structures in gene regulation, emphasizing the implications of his work for understanding gene functionality in the context of both development and disease.

The conversation then shifts to discussing loop extrusion and the factors affecting loop stability, primarily CTCF and cohesin. Dr. Sejr Hansen highlights the dynamics of these proteins' binding interactions and how their speeds challenge the notion of stable looping structures in the genome. With a keen interest in CTCF's role, he explains how the protein interacts with DNA and the mechanistic aspects of transcription factor movement, alluding to research findings that reveal that CTCF and cohesin tend to form clusters which may play vital roles in establishing chromatin structure. As the interview progresses, Dr. Sejr Hansen details his transition to leading his own lab at MIT, emphasizing the continuation of his earlier work while expanding into new methodologies for studying chromatin. He underscores the importance of understanding not just the static structures of DNA interactions, but the dynamic nature of these relationships and how they influence gene expression. His lab's recent focus has included using advanced imaging techniques to assess the dynamics of chromatin interactions more precisely.

The discussion then touches on specific findings from Dr. Sejr Hansen's lab regarding the relationship between genome organization and double-strand break repair mechanisms. He emphasizes how the repair machinery can affect chromatin structure and underscores the essential role of cohesin in facilitating effective double-strand break repair by keeping broken DNA ends in proximity. He suggests that loop extrusion might help prevent genetic material from diffusing too far apart and improve the efficiency of repair.

Dr. Sejr Hansen also discusses innovations in genome mapping techniques, particularly the development of Region Capture Micro-C, which facilitates deeper insights into the three-dimensional organization of the genome. This method allows researchers to achieve significantly higher resolution in their analyses compared to traditional 3D genomics techniques like Hi-C. He outlines the technical process and the implications of their findings, especially regarding enhancer-promoter interactions and the surprisingly promiscuous nature of these relationships.

References

Anders S Hansen, Iryna Pustova, Claudia Cattoglio, Robert Tjian, Xavier Darzacq (2017) CTCF and cohesin regulate chromatin loop stability with distinct dynamics eLife 6:e25776 https://doi.org/10.7554/eLife.25776

Claudia Cattoglio, Iryna Pustova, Nike Walther, Jaclyn J Ho, Merle Hantsche-Grininger, Carla J Inouye, M Julius Hossain, Gina M Dailey, Jan Ellenberg, Xavier Darzacq, Robert Tjian, Anders S Hansen (2019) Determining cellular CTCF and cohesin abundances to constrain 3D genome models eLife 8:e40164 https://doi.org/10.7554/eLife.40164

Goel, V.Y., Huseyin, M.K. & Hansen, A.S. Region Capture Micro-C reveals coalescence of enhancers and promoters into nested microcompartments. Nat Genet 55, 1048–1056 (2023). https://doi.org/10.1038/s41588-023-01391-1

Related Episodes

Biophysical Modeling of 3-D Genome Organization (Leonid Mirny)

Unraveling Mechanisms of Chromosome Formation (Job Dekker)

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Dr. Stefan Dillinger on LinkedIn

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Email: [email protected]