Significance
The liver has a complex cellular architecture that is essential for its function. In this work, we show that BRAP, a ubiquitin ligase of poorly understood function, is required for maintenance of proper liver morphology. BRAP deletion in the liver causes disruption of its normal architecture and inflammation due to altered expression of genes involved in cell growth and extracellular interactions. This work sheds light on the mechanisms that maintain proper liver structure and has implications for liver disease.
Keywords: liver, ubiquitin ligase, Hippo pathway
Abstract
Regulation of hepatocyte proliferation and liver morphology is of critical importance to tissue and whole-body homeostasis. However, the molecular mechanisms that underlie this complex process are incompletely understood. Here, we describe a role for the ubiquitin ligase BRCA1-associated protein (BRAP) in regulation of hepatocyte morphology and turnover via regulation of MST2, a protein kinase in the Hippo pathway. The Hippo pathway has been implicated in the control of liver morphology, inflammation, and fibrosis. We demonstrate here that liver-specific ablation of Brap in mice results in gross and cellular morphological alterations of the liver. Brap-deficient livers exhibit increased hepatocyte proliferation, cell death, and inflammation. We show that loss of BRAP protein alters Hippo pathway signaling, causing a reduction in phosphorylation of YAP and increased expression of YAP target genes, including those regulating cell growth and interactions with the extracellular environment. Finally, increased Hippo signaling in Brap knockout mice alters the pattern of liver lipid accumulation in dietary models of obesity. These studies identify a role for BRAP as a modulator of the hepatic Hippo pathway with relevance to human liver disease.
Coordination of cellular metabolism and growth pathways is critical for proper tissue homeostasis in the liver. Dysregulation of these processes contributes to lipid excess, impaired regeneration, and tissue inflammation. Understanding the mechanisms that mediate this coordination has clinical implications for the development of nonalcoholic fatty liver disease, cirrhosis, and hepatocellular carcinoma. One class of proteins that may serve this function is ubiquitin ligases. Members of this family are known to modulate fatty acid and cholesterol homeostasis in the liver (1, 2). BRCA1-associated protein (BRAP), a poorly characterized E3 ligase, is expressed in the liver, but its role in hepatic physiology is unknown.
BRAP was originally identified in a yeast two-hybrid screen for proteins interacting with the BRCA1 tumor suppressor (3). However, BRAP has not been shown to act as a tumor suppressor, and its physiological role is incompletely understood. BRAP has autoubiquitination activity, suggesting that it is a functional ubiquitin ligase (4), but its targets are not well defined. Previous work has suggested that BRAP functions in the central nervous system to control development by modulating the MAP kinase pathway, partially through increasing ubiquitination of SKP2 (5, 6). However, BRAP is expressed at comparable levels in the liver and has been associated with low-density lipoprotein and myocardial infarction risk in several genome-wide association studies, implying that it has additional, uncharacterized, tissue-specific functions (7, 8).
Here, we describe a role for BRAP in regulation of hepatocyte morphology and turnover via regulation of MST2, a protein kinase in the Hippo pathway. Loss of BRAP results in depletion of MST2, which allows the transcription factor YAP to translocate to the nucleus and promote transcription of genes involved in cell growth and cytoskeletal remodeling. We demonstrate that liver-specific ablation of Brap in mice results in gross and cellular morphological alterations of the liver. Brap knockout livers exhibit increased hepatocyte proliferation, cell death, and inflammation. Additionally, mice lacking Brap expression in hepatocytes (Brap LKO) fed Western or nonalcoholic steatohepatitis–inducing (NASH) diets exhibit altered lipid accumulation. These results establish BRAP as a regulator of hepatic morphology both at baseline and during response to dietary stress.
Results
Hepatic Brap Expression Is Important for Liver Morphology.
Prior work determined that whole-body knockout of Brap is lethal at embryonic day 12 (6). We chose to create a tissue-specific knockout model in order to study the function of this gene in the liver. We developed Brap-floxed (BrapF/F) mice in collaboration with the University of California Irvine Transgenic Mouse Facility (SI Appendix, Fig. S1) and crossed Albumin-Cre transgenic mice with BrapF/F mice to generate Brap LKO mice. Western blot with an anti-BRAP antibody indicated the loss of two bands of similar molecular weight at ∼65 kDa (predicted, 67 kDa) in the knockout mice (Fig. 1A). The Brap LKO mice had reduced body weight at 6 wk of age, but by age 10 wk had a body weight and composition equivalent to that of BrapF/F control mice (Fig. 1 B and C). This initial reduction in body mass was attributable to a reduction in lean body mass as measured by MRI (Fig. 1 D and E). A similar, albeit milder, body weight phenotype was observed in female mice (SI Appendix, Fig. S2).
Livers from 18-wk-old Brap LKO mice had similar mass as control livers (Fig. 1F) but exhibited gross morphological changes (Fig. 1 G and H). On gross examination, Brap LKO livers had a bumpy appearance, with abundant light-colored nodules. Staining with hematoxylin and eosin and Masson’s trichrome further revealed altered liver structure in Brap LKO mice compared with floxed littermate controls (Fig. 1I). Brap LKO livers contained interspersed nodules of hepatocytes of heterogeneous size and shape, as well as increased fibrosis. These findings suggest that BRAP is required for maintenance of normal liver architecture.
Increased Hepatocyte Proliferation, Apoptosis, and Inflammation in Brap-Deficient Mice.
Brap LKO mice did not show elevation in plasma alanine transaminase or aspartate transaminase at 6 wk of age, suggesting the absence of substantial ongoing injury (Fig. 2 A and B). Additionally, despite the alterations in cell and nuclear size visible in liver sections (Fig. 1G), we observed no difference in hepatocyte ploidy as measured by propidium iodide staining by fluorescence-activated cell sorting (Fig. 2B and SI Appendix, Fig. S3). In order to determine the cause of the altered morphology in Brap LKO livers, we assayed for markers of proliferation, apoptosis, and inflammation. We observed increased staining of KI-67 (a marker of proliferation), cleaved caspase 3 (a marker of apoptosis), and F4/80 (a macrophage marker) in the Brap LKO livers (Fig. 2D). These data suggest increased hepatocyte turnover accompanied by inflammation. These results were confirmed by Western blot analysis of liver lysates from 6-wk-old mice, which had marked increases in proliferative markers (PCNA and phospho-H3) as well as apoptotic markers (cleaved caspase-3 and survivin) in Brap LKO livers (Fig. 2E). Gene expression analysis by qPCR also showed an increased F4/80, TNF-α, and Mcp-1 expression in Brap LKOs, suggesting an increase in infiltration of immune cells and inflammation (Fig. 2F).
Loss of Brap Alters Expression of Genes Regulating Interaction with the Extracellular Environment.
To identify the gene expression changes underlying the hepatic phenotypes of Brap LKO mice, we performed bulk RNA sequencing. In total, 452 genes were significantly up-regulated and 170 were significantly down-regulated in the livers of Brap LKO mice (Fig. 3A). Further analysis identified pathways that were differentially expressed. The Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways most differentially expressed between Albumin-Cre mice and floxed control mice were predominantly related to the cytoskeleton and extracellular matrix (ECM), including ECM–receptor interaction and focal adhesion (Fig. 3C). Supporting this, among the most differentially expressed individual genes were collagens Col4a3, Col4a6, and Col6a3, as well as ECM-related genes such as Obscn and Mmp12 (Fig. 3B). We quantified the fold change of these genes with qPCR (Fig. 3D). These results suggest that the mechanisms underlying morphological alterations in Brap LKO livers likely include altered interactions with the extracellular environment.
Loss of Brap Alters Hippo Signaling and YAP Target Gene Expression.
The changes in expression of cytoskeletal and ECM proteins seen in Brap LKO mice led us to hypothesize that BRAP might regulate cell–cell or cell–ECM interactions. The Hippo pathway is an established regulator of liver size and structure that responds to physical cues transmitted by cell–cell and cell–ECM contacts. Phosphorylation of YAP, one of the main transcriptional effectors of this pathway, prevents its entry to the nucleus and reduces expression of genes such as connective tissue growth factor (CTGF); cysteine-rich angiogenic inducer 61; notch 2; jagged 1; and Indian hedgehog (9–12). To determine if Hippo pathway signaling was with altered Brap knockout, we interrogated the protein levels and posttranslational modifications of key players in this pathway. Brap LKO liver displayed normal levels of total YAP protein but decreased phosphorylation of YAP S109, S127, and S397, suggesting increased nuclear localization. Furthermore, YAP phosphorylation was accompanied by increased expression of the aforementioned YAP target genes (Fig. 4D).
In order to determine if the observed increase in YAP transcriptional activity was a cell-autonomous effect, we sought to determine if alteration of BRAP levels in cultured cells induced changes in YAP translocation. Indeed, overexpression of wild-type (WT) BRAP in HepG2 cells was sufficient to increase YAP phosphorylation, while overexpression of an E3 ligase–deficient mutant BRAP was not (Fig. 4B) (9).
We next sought to identify specific alterations in Hippo pathway signaling that could be responsible for alteration of Yap phosphorylation in the absence of Brap. Upstream of YAP, MST1 and MST2 kinases phosphorylate SAV1 and MOB1, which then recruit LATS1 and LATS2 kinases to phosphorylate YAP (13). We analyzed levels of these proteins by Western blot and found that MST1 and total MOB1 levels were elevated in Brap LKO mice. At the same time, levels of phospho-MOB1, SAV1, LATS1, and, most dramatically, MST2 were decreased (Fig. 4C). Messenger RNA (mRNA) levels of MST1/2, LATS1, MOB1, YAP, and TAZ proteins were not different between groups, suggesting that BRAP regulation of the Hippo pathway is posttranscriptional (Fig. 4E).
The dramatic difference in MST2 levels between WT and Brap LKO mice led us to hypothesize that BRAP may interact with MST2 directly. When Myc-MST2 and Flag-BRAP were coexpressed in HEK293T cells, pull down of MST2 using the Myc epitope confirmed an interaction with Flag-BRAP (Fig. 4F). Furthermore, endogenous MST2 from HEK239T coimmunoprecipitated with endogenous BRAP, verifying that the two proteins are found in a complex intracellularly (Fig. 4G). Taken together, these data support the conclusion that BRAP’s regulation of liver structure and morphology occurs via its modulation of the Hippo pathway, specifically through its interaction with MST2. Brap deletion leads to a decrease in MST2 protein levels, which prevents YAP phosphorylation and ultimately results in increased expression of proliferative and profibrotic YAP target genes and a grossly nodular and hyperplastic liver.
Loss of Brap Affects Hepatic Responses to NASH and Western Diets.
The baseline liver morphology and gene expression we observed in Brap LKO mice fed a chow diet led us to explore how these mice would respond to the stress of pathological diets. Specifically, we sought to understand how Brap-deficient livers responded to diets that promote steatosis and fibrosis. To this end, we challenged Brap LKO mice and BrapF/F littermate control mice with a Western diet and a NASH-inducing high-fat, high-sucrose diet with added cholesterol. Plasma triglyceride levels were not different between groups (SI Appendix, Fig. S4A). Brap LKO mice fed a NASH-inducing diet for 16 wk had similarly sized livers but accumulated less hepatic triglycerides than did their floxed control counterparts (Fig. 5 A–C). Sectioning and staining revealed that the pattern of lipid accumulation was also markedly different between groups. While control livers accumulated large lipid droplets that were distributed uniformly, Brap LKO livers had discrete regions of lipid accumulation alternating with regions of small, hyperplastic hepatocytes (Fig. 5D). Furthermore, trichrome staining revealed enhanced fibrosis in livers lacking Brap (Fig. 5D).
Brap LKO mice fed a Western diet for 10 wk displayed a phenotype similar to those fed a NASH diet. Plasma triglyceride levels were not different between groups (SI Appendix, Fig. S4A), but Brap LKO livers from mice fed a Western diet weighed slightly less than that of control mice, and there was a trend toward less triglyceride accumulation (Fig. 5 E–G). Histologically, regions with lipid accumulation in livers of Brap LKO mice fed a Western diet were disrupted by nodules of small hepatocytes, similar to the findings in livers of mice fed the NASH diet (Fig. 5H). Together, these data demonstrate that BRAP not only regulates liver morphology at baseline but also affects liver remodeling in response to pathological stress.
Discussion
The Hippo pathway integrates microscopic, hepatocyte cytoskeletal architecture with macroscopic traits such as whole-liver size and morphology. Hippo signaling has been implicated in control of an array of processes within the liver, ranging from regeneration to NASH to cancer (9, 14–19). Here, we have identified BRAP as a regulatory node within this pathway through its regulation of the kinase MST2. Liver-specific Brap deletion in mice leads to a grossly nodular liver. Microscopically, Brap LKO livers are inflamed, apoptotic, and hyperplastic. This phenotype results, at least in part, from increased Hippo pathway signaling that drives expression of cytoskeletal and ECM-remodeling proteins such as CTGF, Indian hedgehog, notch 2, and jagged 1. In WT mice, BRAP interacts with MST2 kinase and maintains YAP phosphorylation, thereby restraining Hippo pathway activity. Loss of BRAP leads to the depletion of MST2, increased YAP transcriptional activity, and expression of profibrotic and hepatocyte proliferative genes.
In addition to affecting gross morphology of the liver, loss of Brap led to increased hepatocyte proliferation and apoptosis, suggesting an increase in hepatocyte turnover. There was also immune cell infiltration and increased inflammatory marker expression, suggesting an inflammatory response to Brap deletion. Based on gene expression analysis of the liver, it seems likely that the increased turnover and inflammation seen in Brap LKO mouse livers are secondary to Yap-mediated transcription of cytoskeleton-remodeling genes. However, it is possible that loss of BRAP causes cell death, which contributes to the inflammation and fibrosis seen in Brap LKO mice. Future work will be needed to dissect this. Regardless, the increase in fibrotic and inflammatory signaling in Brap LKO livers provides insight into the role of BRAP in regulation of normal liver homeostasis. This role also appears to also be important in the response to dietary stress, as revealed by Western and NASH diet challenges.
Several questions remain regarding the role of BRAP in Hippo signaling. Foremost, the mechanism behind MST2 protein loss in Brap LKO mice requires further investigation. Prior work has indicated that BRAP is a functional ubiquitin ligase; however, the role ubiquitination in MST2 regulation remains unclear. While BRAP’s ubiquitin ligase activity is required for alteration of YAP transcriptional activity in HepG2 cells, loss of BRAP results in reduction of MST2 protein levels, contrary to what would be expected if BRAP was regulating MST2 itself via proteasomal degradation. It is possible that increased MST2 degradation and/or loss of MST2 sequestration results from the altered ubiquitination of another yet-unidentified protein. Accordingly, more work into the exact nature of the BRAP-MST2 interaction, and whether it is direct or requires other factors, could help illuminate the underlying regulatory mechanisms.
Hepatocyte glycogen droplets have recently been proposed to act as Hippo pathway signaling hubs (20). Intriguingly, we have observed that suppression of BRAP with short hairpin RNA decreases liver glycogen levels (SI Appendix, Fig. S4B). These findings raise the exciting possibility that glycogen could play a role in mediating the BRAP-MST2 interaction. CRISPR screening has identified Brap as one of a select few sex-specific essential genes in developing mouse livers; our own observations indicate that male Brap LKO mice display more dramatic changes in liver structure than do female mice (21). Thus, the sex-specific roles of Brap also invite future inquiry.
Finally, modulation of Brap may be a possible avenue to modulate Hippo pathway response under these conditions, which has relevance to human liver disease, including NASH and nonalcoholic fatty liver disease. Our observation that YAP transcriptional activity is responsive to BRAP in human HepG2 cells indicates that control of the Hippo pathway by BRAP is conserved in humans.
Materials and Methods
Experimental Models.
The BrapF/F mice were generated using Crispr/Cas9 to insert flox sites flanking exons 2 and 3 of the Brap gene. These mice were generated at the UC Irvine Transgenic Mouse Facility on a C57BL/6J background. The mouse studies conducted at University of California Los Angeles (UCLA) were reviewed and approved by the Chancellor's Animal Research Committee. All mice were housed in specific pathogen-free, climate-controlled facilities maintained at 22 °C on 12-h light/dark cycles. Albumin-Cre transgenic mice were obtained from Jackson Laboratory.
Mouse Studies.
All studies were carried out using male mice maintained in a climate-controlled vivarium on a 12-h light/dark cycle at a temperature of 22 °C (22). Unless otherwise noted, animals were group-housed mice. Both sexes of mice were used for pilot studies; however, female mice exhibited milder phenotypes and were resistant to diet-induced obesity. For conditional knockout studies with Western diet–fed mice, 5- to 6-wk-old mice were challenged with diet for 10 wk. Body mass was determined weekly. For studies with the NASH diet, 5- to 6-wk-old mice were fed the NASH diet for 16 wk. Body mass was determined weekly. Adiposity was determined by MRI (EchoMRI 3-in-1) at baseline and prior to termination. At the conclusion of each study, mice were killed by isoflurane overdose and exsanguinated by cardiac puncture before cervical dislocation. Blood was collected in ethylenediaminetetraacetic acid–coated tubes, and plasma was separated by centrifugation at 2,000g for 15 min. Tissues were snap frozen in liquid nitrogen or fixed in 4% paraformaldehyde. For adenoviral overexpression or knockdown of Brap, age-matched (8- to 10-wk-old) male mice were injected with 1.5 × 109 PFU of mouse Brap (mBrap) or shRNA against mouse Brap (shBrap)-expressing adenovirus by tail-vein injection. Mice were killed 7 to 10 d after injection and tissue was collected as described previously in this section.
Generation and Amplification of Adenoviral Particles.
For adenoviral vector production of mBrap, the sequence encoding Brap was amplified from complementary DNA (cDNA) reversely transcribed from murine total mRNA and cloned into pENTR1A. We generated pAd/CMV/V5-DEST-mBrap by recombination of pENTR1A-mBrap and pAd/CMV/V5-DEST using the Gateway system (Life Technologies).
For viral knockdown of Brap, pAD/BLOCK-iTDEST-shBrap was generated using the pAdBLOCK-iT kit (Life Technologies). Briefly, several oligonucleotides targeting Brap were designed with BLOCK-iT RNAi designer software (https://rnaidesigner.thermofisher.com/rnaiexpress/; Life Technologies) and cloned into pU6- ENTR. The resulting pU6-ENTR-shBrap plasmids were tested for their ability to inhibit Brap expression in transient transfection experiments in Hepa 1-6 cells (American Type Culture Collection). The construct showing the greatest inhibition was recombined with pAD/BLOCK-iTDEST, using the Gateway system (Life Technologies). Adenovirus particles were generated by transfection of pAd/CMV/V5-DEST-mBrap and pAD/BLOCK-iTDEST-shBrap into 293A cells (Life Technologies) using Fugene 6 transfection reagent (Promega) according to manufacturers’ instructions. Viruses were amplified, purified, and titered by Viraquest.
Gene Expression.
RNA was isolated from frozen tissues with TRIzol (Life Technologies) according to manufacturer’s instructions. Gene expression was determined by real-time RT-qPCR (Bio-Rad) using an Applied Biosystems Quant Studio 6 Flex. Results were normalized to the average expression levels of 36B4.
Western Blot Analysis.
For protein isolation, tissues were processed with a Dounce homogenizer using radioimmunoprecipitation assay buffer buffer (Boston BioProducts) that contained both phosphatase and protease inhibitors (Roche) (22). Bis-Tris gels were used to separate proteins by electrophoresis prior to transfer to polyvinylidene difluoride membranes for blotting. To reduce nonspecific binding, membranes were blocked in a solution of 5% nonfat milk in phosphate-buffered saline (PBS) prior to incubation with specific antibodies. Secondary antibodies used were horseradish peroxidase–conjugated anti–mouse and anti–rabbit IgG (Jackson Laboratory). Signals were visualized using Immobilon Forte Western HRP Substrate (EMD Millipore).
Immunoprecipitation.
Cells were lysed in immunoprecipitation buffer (20 mM Tris, 137 mM NaCl, 1% Triton ×100, pH 7.4) supplemented with phenylmethylsulfonyl fluoride and protease and phosphatase inhibitors. The concentration of proteins was determined using Pierce 660nm Protein Assay Reagent (Thermo Scientific) according to manufacturer's instructions. Protein (1 μg) was incubated with primary antibody for 2 h with end-over rotation at 4 °C. Protein A/G Sepharose beads (Santa Cruz Biotechnology) were washed twice with lysis buffer and added to lysates for an additional 4 h at 4 °C. Beads were washed three times and proteins were eluted by mixing an equal volume of 2× sample buffer and boiling at 95 °C for 5 min.
Histology.
Tissues were fixed in 4% paraformaldehyde for 72 h and stored in 70% ethanol before being mounted in paraffin. The 10-µm sections were cut and stained with hematoxylin and eosin or Masson’s trichrome by the UCLA Translational Pathology Core. Immunohistochemistry was performed by the UCLA Translational Pathology Core.
FACS Analysis.
Primary hepatocytes were isolated from 6- to 8-wk-old mice as previously described (20). Cells in suspension were fixed in 70% ethanol before staining with propidium iodide staining solution (BD Biosciences) per manufacturer’s instructions. They were analyzed using a BD FACSVerse machine and FlowJo software (BD Biosciences).
Triglyceride Extractions.
Liver triglycerides were extracted as previously described (2) and measured by Wako L-Type TG M kit.
Plasmids and Transfection.
For transient transfections and viral vector production of the BRAP, the sequence encoding Brap was amplified from cDNA reversely transcribed from human total mRNA. The resulting sequence fragment was tagged with a FLAG polypeptide sequence (DYKDDDDK) at the N terminus and then cloned into a pDONR221 entry vector using the Gateway system (Life Technologies). The C264A mutation of BRAP was introduced using the Q5 site-directed mutagenesis kit (New England BioLabs). The sequences in the entry clones were then transferred by LR recombination into pcDNA-DEST47 using the Gateway system (Life Technologies) for transient transfections. HA-MST1(plasmid no. 12203) and Myc-MST2 (plasmid no. 12205) plasmids were gifts from Jonathan Chernoff , Cancer Biology Program, Fox Chase Cancer Center, Philadelphia, PA (Addgene).
HEK293T cells were obtained from the American Type Culture Collection. They were previously verified by short tandem repeat testing and were confirmed to be mycoplasma-free by regular testing. Cells were cultured in Dulbecco’s Modified Eagle medium supplemented with 10% fetal bovine serum (Invitrogen), 100 U/mL penicillin, and 100 U/mL streptomycin. Cells were incubated at 37 °C in a humidified incubator containing 5% CO2. Transfections were performed using Fugene 6 transfection reagent (Promega) according to manufacturer’s instructions.
RNA Sequencing and Data Analysis.
RNA was isolated from frozen tissues with TRIzol (Life Technologies) according to manufacturer’s instructions, followed by column purification (RNeasy Kit; Qiagen). RNA was quantified using Qubit Fluorometric Quantitation (Thermo Fisher). Total RNA libraries were made with the NuGEN Universal Plus mRNA kit. Libraries were sequenced single end (50 bp) on a HiSeq3000 instrument.
Data quality analysis was performed via FastQC (23). The reads were aligned to the mm10 genome using STAR [version 2.6.0c (24)]. Alignments were visualized using samtools (25) and the IGV browser (26). Differential expression analysis was performed with DESeq2 (27), and genes were classified as significantly regulated if the adjusted P value was <0.05. Genes were annotated using biomaRt package in R (https://www.R-project.org/) (28, 29). Plots and heat maps were created in R using EnhancedVolcano and the ClustVis web tool (30). Pathway analysis was performed with KEGG (31).
Glycogen Assay.
To assess liver glycogen levels, ∼50 mg of previously snap-frozen liver was weighed and homogenized in 500 µL of ice-cold PBS. Homogenates were heated to 95 °C and cooled on ice before centrifugation for 10 min at room temperature to remove precipitate. Supernatant was assayed for glycogen content using the Glycogen Assay Kit (Sigma-Aldrich) according to manufacturer’s instructions. Glycogen content was normalized to initial liver weight.
Supplementary Material
Acknowledgments
Funding for this project was provided by grants from the National Institutes of Health (NIH) to P.T. (Grants HL136618 and DK063491.) and Fondation Leducq (Grant 19CVD04 to P.T.). C.P. was supported by an F32 fellowship from the NIH (HL123236). S.D.L. was supported by a fellowship from the Canadian Institutes of Health Research. R.T.N. was supported by the University of California Los Angeles (UCLA)–Caltech Medical Scientist Training Program (Grant T32GM008042). A.N. was supported by the National Institute of Diabetes and Digestive and Kidney Diseases of the NIH (Grant T32DK007180). We thank the staff at the UCLA Translational Pathology Core Laboratory as well as the UCLA Technology Center for Genomics and Bioinformatics for their assistance with this work. We also thank current and past members of the P.T. laboratory for their scientific input.
Footnotes
Reviewers: S.A., University of Illinois at Urbana Champaign; and C.L., Harvard School of Public Health.
The authors declare no competing interest.
This article contains supporting information online at https://www.pnas.org/lookup/suppl/doi:10.1073/pnas.2201859119/-/DCSupplemental.
Data Availability
RNA sequencing data from Brap LKO mouse livers are available in the Gene Expression Omnibus (accession no. GSE196012) (32).
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
RNA sequencing data from Brap LKO mouse livers are available in the Gene Expression Omnibus (accession no. GSE196012) (32).