Michaela Willi
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Michaela Willi has a total of 86 co-authors. Here are the top co-authors by number of shared publications:
- Lothar Hennighausen
National Institute of Diabetes, Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
14 shared publications - Hye Kyung Lee
National Institute of Diabetes, Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
9 shared publications Chengyu Liu
Transgenic Core, National Heart, Lung, and Blood Institute, US National Institutes of Health, Bethesda, USA
8 shared publicationsChaochen Wang
Laboratory of Genetics and Physiology, National Institute of Diabetes and Digestive and Kidney Diseases, US National Institutes of Health, Bethesda, MD, USA
5 shared publications- Ha Youn Shin
Department of Biomedical Science and Engineering, Konkuk University, Seoul 05029, Republic of Korea
3 shared publications Zlatko Trajanoski
Division of Bioinformatics, Biocenter, Medical University of Innsbruck, 6020 Innsbruck, Austria
3 shared publications
Latest Publications
- Open Access
- 17 August 2023
- Published by Springer Nature in Nature Communications
- Vol. 14 (1) , 1-17
Cell-specific and shared regulatory elements control a multigene locus active in mammary and salivary glands
Regulation of high-density loci harboring genes with different cell-specificities remains a puzzle. Here we investigate a locus that evolved through gene duplication and contains eight genes and 20 candidate regulatory elements, including one super-enhancer.Caseingenes (Csn1s1,Csn2,Csn1s2a,Csn1s2b,Csn3) are expressed in mammary glands, induced 10,000-fold during pregnancy and account for 50% of mRNAs during lactation,Prr27andFdcspare salivary-specific andOdamhas dual specificity. We probed the function of 12 candidate regulatory elements, individually and in combination, in the mouse genome. The super-enhancer is essential for the expression ofCsn3, Csn1s2b,OdamandFdcspbut largely dispensable forCsn1s1,Csn2andCsn1s2a.Csn3activation also requires its own local enhancer. Synergism between local enhancers and cytokine-responsive promoter elements facilitates activation ofCsn2during pregnancy. Our work identifies the regulatory complexity of a multigene locus with an ancestral super-enhancer active in mammary and salivary tissue and local enhancers and promoter elements unique to mammary tissue.
- 17 August 2023
- Published by Springer Nature in Nature Communications
- Vol. 14 (1) , 1-17
Open AccessCell-specific and shared regulatory elements control a multigene locus active in mammary and salivary glands
Regulation of high-density loci harboring genes with different cell-specificities remains a puzzle. Here we investigate a locus that evolved through gene duplication and contains eight genes and 20 candidate regulatory elements, including one super-enhancer.Caseingenes (Csn1s1,Csn2,Csn1s2a,Csn1s2b,Csn3) are expressed in mammary glands, induced 10,000-fold during pregnancy and account for 50% of mRNAs during lactation,Prr27andFdcspare salivary-specific andOdamhas dual specificity. We probed the function of 12 candidate regulatory elements, individually and in combination, in the mouse genome. The super-enhancer is essential for the expression ofCsn3, Csn1s2b,OdamandFdcspbut largely dispensable forCsn1s1,Csn2andCsn1s2a.Csn3activation also requires its own local enhancer. Synergism between local enhancers and cytokine-responsive promoter elements facilitates activation ofCsn2during pregnancy. Our work identifies the regulatory complexity of a multigene locus with an ancestral super-enhancer active in mammary and salivary tissue and local enhancers and promoter elements unique to mammary tissue.
- 31 May 2023
- Published by American Association for the Advancement of Science (AAAS) in Science Translational Medicine
- Vol. 15 (698) , eabn0736
Indian Hedgehog release from TNF-activated renal epithelia drives local and remote organ fibrosis
Progressive fibrosis is a feature of aging and chronic tissue injury in multiple organs, including the kidney and heart. Glioma-associated oncogene 1 expressing (Gli1 + ) cells are a major source of activated fibroblasts in multiple organs, but the links between injury, inflammation, and Gli1 + cell expansion and tissue fibrosis remain incompletely understood. We demonstrated that leukocyte-derived tumor necrosis factor (TNF) promoted Gli1 + cell proliferation and cardiorenal fibrosis through induction and release of Indian Hedgehog (IHH) from renal epithelial cells. Using single-cell–resolution transcriptomic analysis, we identified an “inflammatory” proximal tubular epithelial (iPT) population contributing to TNF- and nuclear factor κB (NF-κB)–induced IHH production in vivo. TNF-induced Ubiquitin D ( Ubd ) expression was observed in human proximal tubular cells in vitro and during murine and human renal disease and aging. Studies using pharmacological and conditional genetic ablation of TNF-induced IHH signaling revealed that IHH activated canonical Hedgehog signaling in Gli1 + cells, which led to their activation, proliferation, and fibrosis within the injured and aging kidney and heart. These changes were inhibited in mice by Ihh deletion in Pax8 -expressing cells or by pharmacological blockade of TNF, NF-κB, or Gli1 signaling. Increased amounts of circulating IHH were associated with loss of renal function and higher rates of cardiovascular disease in patients with chronic kidney disease. Thus, IHH connects leukocyte activation to Gli1 + cell expansion and represents a potential target for therapies to inhibit inflammation-induced fibrosis.
- 31 May 2023
- Published by American Association for the Advancement of Science (AAAS) in Science Translational Medicine
- Vol. 15 (698) , eabn0736
Indian Hedgehog release from TNF-activated renal epithelia drives local and remote organ fibrosis
Progressive fibrosis is a feature of aging and chronic tissue injury in multiple organs, including the kidney and heart. Glioma-associated oncogene 1 expressing (Gli1 + ) cells are a major source of activated fibroblasts in multiple organs, but the links between injury, inflammation, and Gli1 + cell expansion and tissue fibrosis remain incompletely understood. We demonstrated that leukocyte-derived tumor necrosis factor (TNF) promoted Gli1 + cell proliferation and cardiorenal fibrosis through induction and release of Indian Hedgehog (IHH) from renal epithelial cells. Using single-cell–resolution transcriptomic analysis, we identified an “inflammatory” proximal tubular epithelial (iPT) population contributing to TNF- and nuclear factor κB (NF-κB)–induced IHH production in vivo. TNF-induced Ubiquitin D ( Ubd ) expression was observed in human proximal tubular cells in vitro and during murine and human renal disease and aging. Studies using pharmacological and conditional genetic ablation of TNF-induced IHH signaling revealed that IHH activated canonical Hedgehog signaling in Gli1 + cells, which led to their activation, proliferation, and fibrosis within the injured and aging kidney and heart. These changes were inhibited in mice by Ihh deletion in Pax8 -expressing cells or by pharmacological blockade of TNF, NF-κB, or Gli1 signaling. Increased amounts of circulating IHH were associated with loss of renal function and higher rates of cardiovascular disease in patients with chronic kidney disease. Thus, IHH connects leukocyte activation to Gli1 + cell expansion and represents a potential target for therapies to inhibit inflammation-induced fibrosis.
- Open Access
- 7 February 2023
- Published by Springer Nature in Research Square
Cell-specific and shared enhancers control a high-density multi-gene locus active in mammary and salivary glands
Regulation of high-density loci harboring genes with different cell-specificities remains a puzzle. Here we investigate a locus that evolved through gene duplication1 and contains eight genes and 20 candidate regulatory elements, including a super-enhancer. Five genes are expressed in mammary glands and account for 50% of all mRNAs during lactation, two are salivary-specific and one has dual specificity. We probed the function of eight candidate enhancers through experimental mouse genetics. Deletion of the super-enhancer led to a 98% reduced expression of Csn3 and Fdcsp in mammary and salivary glands, respectively, and Odam expression was abolished in both tissues. The other three casein genes were only marginally affected. Notably, super-enhancer activity requires the additional presence of a distal Csn3-specific enhancer. Our work identifies an evolutionary playground on which regulatory duality of a multigene locus was attained through an ancestral super-enhancer active in mammary and salivary tissue and gene-specific mammary enhancers.
- 7 February 2023
- Published by Springer Nature in Research Square
Open AccessCell-specific and shared enhancers control a high-density multi-gene locus active in mammary and salivary glands
Regulation of high-density loci harboring genes with different cell-specificities remains a puzzle. Here we investigate a locus that evolved through gene duplication1 and contains eight genes and 20 candidate regulatory elements, including a super-enhancer. Five genes are expressed in mammary glands and account for 50% of all mRNAs during lactation, two are salivary-specific and one has dual specificity. We probed the function of eight candidate enhancers through experimental mouse genetics. Deletion of the super-enhancer led to a 98% reduced expression of Csn3 and Fdcsp in mammary and salivary glands, respectively, and Odam expression was abolished in both tissues. The other three casein genes were only marginally affected. Notably, super-enhancer activity requires the additional presence of a distal Csn3-specific enhancer. Our work identifies an evolutionary playground on which regulatory duality of a multigene locus was attained through an ancestral super-enhancer active in mammary and salivary tissue and gene-specific mammary enhancers.
- Open Access
- 7 July 2020
- Published by Springer Nature in Nature Communications
- Vol. 11 (1) , 1-14
Enhancer and super-enhancer dynamics in repair after ischemic acute kidney injury
The endogenous repair process can result in recovery after acute kidney injury (AKI) with adaptive proliferation of tubular epithelial cells, but repair can also lead to fibrosis and progressive kidney disease. There is currently limited knowledge about transcriptional regulators regulating these repair programs. Herein we establish the enhancer and super-enhancer landscape after AKI by ChIP-seq in uninjured and repairing kidneys on day two after ischemia reperfusion injury (IRI). We identify key transcription factors including HNF4A, GR, STAT3 and STAT5, which show specific binding at enhancer and super-enhancer sites, revealing enhancer dynamics and transcriptional changes during kidney repair. Loss of bromodomain-containing protein 4 function before IRI leads to impaired recovery after AKI and increased mortality. Our comprehensive analysis of epigenetic changes after kidney injury in vivo has the potential to identify targets for therapeutic intervention. Importantly, our data also call attention to potential caveats involved in use of BET inhibitors in patients at risk for AKI.
- 7 July 2020
- Published by Springer Nature in Nature Communications
- Vol. 11 (1) , 1-14
Open AccessEnhancer and super-enhancer dynamics in repair after ischemic acute kidney injury
The endogenous repair process can result in recovery after acute kidney injury (AKI) with adaptive proliferation of tubular epithelial cells, but repair can also lead to fibrosis and progressive kidney disease. There is currently limited knowledge about transcriptional regulators regulating these repair programs. Herein we establish the enhancer and super-enhancer landscape after AKI by ChIP-seq in uninjured and repairing kidneys on day two after ischemia reperfusion injury (IRI). We identify key transcription factors including HNF4A, GR, STAT3 and STAT5, which show specific binding at enhancer and super-enhancer sites, revealing enhancer dynamics and transcriptional changes during kidney repair. Loss of bromodomain-containing protein 4 function before IRI leads to impaired recovery after AKI and increased mortality. Our comprehensive analysis of epigenetic changes after kidney injury in vivo has the potential to identify targets for therapeutic intervention. Importantly, our data also call attention to potential caveats involved in use of BET inhibitors in patients at risk for AKI.
- Open Access
- 9 January 2020
- Published by Springer Nature in Communications Biology
- Vol. 3 (1) , 1-6
Cytosine base editor 4 but not adenine base editor generates off-target mutations in mouse embryos
Deaminase base editing has emerged as a tool to install or correct point mutations in the genomes of living cells in a wide range of organisms. However, the genome-wide off-target effects introduced by base editors in the mammalian genome have been examined in only one study. Here, we have investigated the fidelity of cytosine base editor 4 (BE4) and adenine base editors (ABE) in mouse embryos using unbiased whole-genome sequencing of a family-based trio cohort. The same sgRNA was used for BE4 and ABE. We demonstrate that BE4-edited mice carry an excess of single-nucleotide variants and deletions compared to ABE-edited mice and controls. Therefore, an optimization of cytosine base editors is required to improve its fidelity. While the remarkable fidelity of ABE has implications for a wide range of applications, the occurrence of rare aberrant C-to-T conversions at specific target sites needs to be addressed.
- 9 January 2020
- Published by Springer Nature in Communications Biology
- Vol. 3 (1) , 1-6
Open AccessCytosine base editor 4 but not adenine base editor generates off-target mutations in mouse embryos
Deaminase base editing has emerged as a tool to install or correct point mutations in the genomes of living cells in a wide range of organisms. However, the genome-wide off-target effects introduced by base editors in the mammalian genome have been examined in only one study. Here, we have investigated the fidelity of cytosine base editor 4 (BE4) and adenine base editors (ABE) in mouse embryos using unbiased whole-genome sequencing of a family-based trio cohort. The same sgRNA was used for BE4 and ABE. We demonstrate that BE4-edited mice carry an excess of single-nucleotide variants and deletions compared to ABE-edited mice and controls. Therefore, an optimization of cytosine base editors is required to improve its fidelity. While the remarkable fidelity of ABE has implications for a wide range of applications, the occurrence of rare aberrant C-to-T conversions at specific target sites needs to be addressed.
- Open Access
- 7 February 2019
- Published by Springer Nature in Scientific Reports
- Vol. 9 (1) , 1-8
Simultaneous targeting of linked loci in mouse embryos using base editing
A particular challenge in genome engineering has been the simultaneous introduction of mutations into linked (located on the same chromosome) loci. Although CRISPR/Cas9 has been widely used to mutate individual sites, its application in simultaneously targeting of linked loci is limited as multiple nearby double-stranded DNA breaks created by Cas9 routinely result in the deletion of sequences between the cleavage sites. Base editing is a newer form of genome editing that directly converts C∙G-to-T∙A, or A∙T-to-G∙C, base pairs without introducing double-stranded breaks, thus opening the possibility to generate linked mutations without disrupting the entire locus. Through the co-injection of two base editors and two sgRNAs into mouse zygotes, we introduced C∙G-to-T∙A transitions into two cytokine-sensing transcription factor binding sites separated by 9 kb. We determined that one enhancer activates the two flanking genes in mammary tissue during pregnancy and lactation. The ability to introduce linked mutations simultaneously in one step into the mammalian germline has implications for a wide range of applications, including the functional analysis of linked cis-elements creating disease models and correcting pathogenic mutations.
- 7 February 2019
- Published by Springer Nature in Scientific Reports
- Vol. 9 (1) , 1-8
Open AccessSimultaneous targeting of linked loci in mouse embryos using base editing
A particular challenge in genome engineering has been the simultaneous introduction of mutations into linked (located on the same chromosome) loci. Although CRISPR/Cas9 has been widely used to mutate individual sites, its application in simultaneously targeting of linked loci is limited as multiple nearby double-stranded DNA breaks created by Cas9 routinely result in the deletion of sequences between the cleavage sites. Base editing is a newer form of genome editing that directly converts C∙G-to-T∙A, or A∙T-to-G∙C, base pairs without introducing double-stranded breaks, thus opening the possibility to generate linked mutations without disrupting the entire locus. Through the co-injection of two base editors and two sgRNAs into mouse zygotes, we introduced C∙G-to-T∙A transitions into two cytokine-sensing transcription factor binding sites separated by 9 kb. We determined that one enhancer activates the two flanking genes in mammary tissue during pregnancy and lactation. The ability to introduce linked mutations simultaneously in one step into the mammalian germline has implications for a wide range of applications, including the functional analysis of linked cis-elements creating disease models and correcting pathogenic mutations.
- Open Access
- 15 November 2018
- Published by Springer Nature in Nature Communications
- Vol. 9 (1) , 1-6
Targeting fidelity of adenine and cytosine base editors in mouse embryos
Base editing directly converts a target base pair into a different base pair in the genome of living cells without introducing double-stranded DNA breaks. While cytosine base editors (CBE) and adenine base editors (ABE) are used to install and correct point mutations in a wide range of organisms, the extent and distribution of off-target edits in mammalian embryos have not been studied in detail. We analyze on-target and proximal off-target editing at 13 loci by a variety of CBEs and ABE in more than 430 alleles generated from mouse zygotic injections using newly generated and published sequencing data. ABE predominantly generates anticipated A•T-to-G•C edits. Among CBEs, SaBE3 and BE4, result in the highest frequencies of anticipated C•G-to-T•A products relative to editing byproducts. Together, these findings highlight the remarkable fidelity of ABE in mouse embryos and identify preferred CBE variants when fidelity in vivo is critical.
- 15 November 2018
- Published by Springer Nature in Nature Communications
- Vol. 9 (1) , 1-6
Open AccessTargeting fidelity of adenine and cytosine base editors in mouse embryos
Base editing directly converts a target base pair into a different base pair in the genome of living cells without introducing double-stranded DNA breaks. While cytosine base editors (CBE) and adenine base editors (ABE) are used to install and correct point mutations in a wide range of organisms, the extent and distribution of off-target edits in mammalian embryos have not been studied in detail. We analyze on-target and proximal off-target editing at 13 loci by a variety of CBEs and ABE in more than 430 alleles generated from mouse zygotic injections using newly generated and published sequencing data. ABE predominantly generates anticipated A•T-to-G•C edits. Among CBEs, SaBE3 and BE4, result in the highest frequencies of anticipated C•G-to-T•A products relative to editing byproducts. Together, these findings highlight the remarkable fidelity of ABE in mouse embryos and identify preferred CBE variants when fidelity in vivo is critical.
- Open Access
- 4 October 2018
- Published by Oxford University Press (OUP) in Nucleic Acids Research
- Vol. 46 (20) , 10796-10809
Progressing super-enhancer landscape during mammary differentiation controls tissue-specific gene regulation
The mammary luminal lineage relies on the common cytokine-sensing transcription factor STAT5 to establish super-enhancers during pregnancy and initiate a genetic program that activates milk production. As pups grow, the greatly increasing demand for milk requires progressive differentiation of mammary cells with advancing lactation. Here we investigate how persistent hormonal exposure during lactation shapes an evolving enhancer landscape and impacts the biology of mammary cells. Employing ChIP-seq, we uncover a changing transcription factor occupancy at mammary enhancers, suggesting that their activities evolve with advancing differentiation. Using mouse genetics, we demonstrate that the functions of individual enhancers within the Wap super-enhancer evolve as lactation progresses. Most profoundly, a seed enhancer, which is mandatory for the activation of the Wap super-enhancer during pregnancy, is not required during lactation, suggesting compensatory flexibility. Combinatorial deletions of structurally equivalent constituent enhancers demonstrated differentiation-specific compensatory activities during lactation. We also demonstrate that the Wap super-enhancer, which is built on STAT5 and other common transcription factors, retains its exquisite mammary specificity when placed into globally permissive chromatin, suggesting a limited role of chromatin in controlling cell specificity. Our studies unveil a previously unrecognized progressive enhancer landscape where structurally equivalent components serve unique and differentiation-specific functions.
- 4 October 2018
- Published by Oxford University Press (OUP) in Nucleic Acids Research
- Vol. 46 (20) , 10796-10809
Open AccessProgressing super-enhancer landscape during mammary differentiation controls tissue-specific gene regulation
The mammary luminal lineage relies on the common cytokine-sensing transcription factor STAT5 to establish super-enhancers during pregnancy and initiate a genetic program that activates milk production. As pups grow, the greatly increasing demand for milk requires progressive differentiation of mammary cells with advancing lactation. Here we investigate how persistent hormonal exposure during lactation shapes an evolving enhancer landscape and impacts the biology of mammary cells. Employing ChIP-seq, we uncover a changing transcription factor occupancy at mammary enhancers, suggesting that their activities evolve with advancing differentiation. Using mouse genetics, we demonstrate that the functions of individual enhancers within the Wap super-enhancer evolve as lactation progresses. Most profoundly, a seed enhancer, which is mandatory for the activation of the Wap super-enhancer during pregnancy, is not required during lactation, suggesting compensatory flexibility. Combinatorial deletions of structurally equivalent constituent enhancers demonstrated differentiation-specific compensatory activities during lactation. We also demonstrate that the Wap super-enhancer, which is built on STAT5 and other common transcription factors, retains its exquisite mammary specificity when placed into globally permissive chromatin, suggesting a limited role of chromatin in controlling cell specificity. Our studies unveil a previously unrecognized progressive enhancer landscape where structurally equivalent components serve unique and differentiation-specific functions.
- 1 October 2018
- Published by Springer Nature in Nature Methods
- Vol. 15 (10) , 756-758
Mutation frequency is not increased in CRISPR–Cas9-edited mice
- 1 October 2018
- Published by Springer Nature in Nature Methods
- Vol. 15 (10) , 756-758
Mutation frequency is not increased in CRISPR–Cas9-edited mice
- 1 May 2018
- Published by Oxford University Press (OUP) in Nephrology Dialysis Transplantation
- Vol. 33 (suppl_1) , i100
FP204BET FAMILY MEMBER BRD4 DEPENDENT ENHANCER AND SUPER-ENHANCER DYNAMICS PROMOTE KIDNEY REPAIR AND PROGRESSION TO FIBROSIS
INTRODUCTION AND AIMS: The endogenous repair process of the mammalian kidney allows rapid recovery after acute kidney injury (AKI) through robust proliferation of tubular epithelial cells. There is currently limited understanding of which transcriptional regulators activate these repair programs and how transcriptional deregulation leads to maladaptive repair. Here we investigate the existence of enhancer dynamics in the regenerating mouse kidney.
- 1 May 2018
- Published by Oxford University Press (OUP) in Nephrology Dialysis Transplantation
- Vol. 33 (suppl_1) , i100
FP204BET FAMILY MEMBER BRD4 DEPENDENT ENHANCER AND SUPER-ENHANCER DYNAMICS PROMOTE KIDNEY REPAIR AND PROGRESSION TO FIBROSIS
INTRODUCTION AND AIMS: The endogenous repair process of the mammalian kidney allows rapid recovery after acute kidney injury (AKI) through robust proliferation of tubular epithelial cells. There is currently limited understanding of which transcriptional regulators activate these repair programs and how transcriptional deregulation leads to maladaptive repair. Here we investigate the existence of enhancer dynamics in the regenerating mouse kidney.