MAF1, a repressor of RNA polymerase III-dependent transcription, regulates bone mass

  1. Ellen Phillips
  2. Naseer Ahmad
  3. Li Sun
  4. James Iben
  5. Christopher J Walkey
  6. Aleksandra Rusin
  7. Tony Yuen
  8. Clifford J Rosen
  9. Ian M Willis
  10. Mone Zaidi
  11. Deborah L Johnson  Is a corresponding author
  1. Department of Molecular and Cellular Biology, Baylor College of Medicine, United States
  2. Departments of Medicine and Pharmacological Sciences and Center for translational Medicine and Pharmacology, Icahn School of Medicine at Mount Sinai, United States
  3. Molecular Genomics Core, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, United States
  4. Center for Clinical and Translational Research, Maine Medical Center Research Institute, United States
  5. Departments of Biochemistry and Systems and Computational Biology, Albert Einstein College of Medicine, United States
7 figures, 3 tables and 2 additional files

Figures

Figure 1 with 4 supplements
Bone-specific overexpression of MAF1-HA increases bone volume in mice.

(A) Western blot of HA expression in the femur of 12-week-old male Prx1-Cre MAF1-HA mice compared to Prx1-Cre-WT and WT-MAF1-HA mice. (B) qRT-PCR analysis showing MAF1 RNA in femurs from Prx1-Cre-MAF1 mice and control Prx1-Cre mice (n=8). (C) Weights in gram of 12-week-old Prx1-Cre or Prx1-Cre-MAF1 mice. (D) Left, representative images of µCT of femoral bone. Right, quantification of µCT analysis: bone volume/total volume (BV/TV), trabecular number (Tb.N), trabecular thickness (Tb.Th), trabecular separation (Tb.Sp), connectivity density (Conn-Dens.), and cortical thickness (Ct.Th). n=13 for Prx1-Cre and n=17 for MAF1 mice. (E) qRT-PCR of MAF1 and pre-tRNAs in primary stromal cells isolated from 6- to 8-week old WT or MAF1 overexpressing mice (n=6). (F) Representative plate of Alizarin red-labeled mineralization of WT and MAF1-HA primary stromal cells (top). Quantification of Alizarin red after destaining with 10% CPC. (G) qRT-PCR of Opg and Rankl in Prx1-Cre and MAF1 overexpressing femurs at 12 weeks (n=8). Results represent means ± SD, *p<0.05, **p<0.01, ***p<0.001 determined by Student’s t-test. Figure 1—source data 1 contains uncropped images of western blots.

Figure 1—figure supplement 1
Maf1-/- mice show increased bone mass in the spine.

Spines, femurs, and tibiae were taken from 12-week-old male Maf1-/- mice or their WT counterparts. µCT measurements from the spine (A), the femoral bone (B), or the tibia (C). Representative images of µCT of the spine (top) (A), femur (top) (B), or tibia (left) (C). Quantification of µCT analysis bottom for spine (A), femur (B), or right (C): bone volume/total volume (BV/TV), trabecular number (Tb.N), trabecular thickness (Tb.Th), trabecular separation (Tb.Sp), connectivity density (Conn-Dens.), and cortical thickness (Ct.Th). WT n=10 Maf1-/- n=9. Results represent means ± SD, *p<0.05, **p<0.01, ***p<0.001 determined by Student’s t-test.

Figure 1—figure supplement 2
Maf1-/- mice show increased bone formation in the spine.

(A) Dynamic histomorphometry of 12-week-old spines from WT (n=10) and Maf1-/- (n=9) (B) dynamic histomorphometry of femoral samples from WT (n=10) and Maf1-/- (n=9) mice. (C) Dynamic histomorphometry data from 12-week-old tibiae WT (n=9) and Maf1-/- (n=9). Mineralizing surface/bone surface (MS/BS), mineral apposition rate (MAR), and bone formation rate (BFR). Results represent means ± SD, *p<0.05, **p<0.01, ***p<0.001, determined by Student’s t-test.

Figure 1—figure supplement 3
Ex vivo analysis Maf1-/- cells show decreased osteoblast differentiation and increased osteoclast formation.

(A) Representative image (left) and quantification (right) of alkaline phosphatase-labeled colony-forming units-fibroblastoids (Cfu-F), right quantification. (B) Representative image (left) and quantification (right) of Von Kossa-labeled colony-forming units-osteoblastoid (Cfu-ob). (C) Representative image (left) and quantification (right) of Acp5+ cells after osteoclast differentiation using 100 ng/mL rank-l. Results represent means ± SD, *p<0.05, **p<0.01 determined by Student’s t-test.

Figure 1—figure supplement 4
Histomorphometric analysis of Prx1-Cre-MAF1-HA mice.

(A) Static histomorphometric measurements of 12-week-old femurs from Prx1-Cre and Prx1-Cre-MAF1-HA mice. Bone volume/total volume (BV/TV), bone surface/ total volume (BS/BV), trabecular thickness (Tb.Th), trabecular number (Tb.N), and trabecular separation (Tb.Sp). (B) Dynamic histomorphometry results. Mineralizing surface/bone surface (MS/BS), mineral apposition rate (MAR), and bone formation rate (BFR). (C) Osteoblast and osteoclast values in femurs. Number of osteoblast/bone perimeter (N. Ob./B. Pm), Number of osteoclast/bone perimeter (N. Oc./B. Pm), n=8 for Prx1-Cre and n=11 for Prx1-Cre-MAF1-HA. Results represent means ± SD, *p<0.05 determined by two-tailed Student’s t-test.

Figure 2 with 1 supplement
MAF1 increases in vitro osteoblast differentiation and mineralization.

ST2 cells were infected with a doxycycline (Dox)-inducible pInd20-MAF1HA or control construct. Cells were treated with 1 µM Dox starting 1 day before differentiation was started. (A) Western blot analysis showing MAF1, Runx2, and Vinculin in ST2 cells differentiated into osteoblast on day 0 and day 10. (B) qRT-PCR analysis showing MAF1 and pre-tRNA expression in ST2 cells pre- and during osteoblast differentiation. (C) Representative image of alkaline phosphatase (Alp) staining of control and MAF1-HA expressing cells. (D) Representative image of alizarin red analysis of ST2 cells overexpressing control or MAF1-HA after culture in osteoblast differentiation medium. (E) qRT-PCR analysis showing relative expression of Runx2, Col1α, Sp7 (Osterix), Alp, and Bone sialoprotein before and 10 days after the addition of osteoblast differentiation medium. Results represent means ± SD of three independent replicates, *p<0.05, **p<0.01, ***p<0.001 determined by Student’s t-test with Holm correction. Figure 2—source data 1 contains uncropped western blot images, Figure 2—source data 2 contains uncropped images of stained plates.

Figure 2—figure supplement 1
MAF1 overexpression enhances adipogenesis in ST2 cells.

MAF1 or a control vector were expressed in ST2 cells and cells were subsequently differentiated into adipocytes as described in Materials and methods. (A) Western blot analysis shows MAF1, Fabp4, Pparγ, and Vinculin expression on day 0 and day 6 of adipocyte differentiation. (B) qRT-PCR analysis of MAF1 and pre-tRNAs in control and MAF1 overexpressing ST2 cells before and during adipocyte differentiation. (C) qRT-PCR of Pparγ, Pparγ2, C/ebpα, and Fabp4 of ST2 cells expressing a control or MAF1-HA vector before and after adipocyte differentiation. (D) Representative images of Oil red O staining of adipocytes differentiated from ST2 cells expressing control or MAF1-HA (left), 10× images (middle) quantification of Oil red O positive cells (right). Results represent means ± SD of three independent replicates, *p<0.05, **p<0.01, ***p<0.001 determined by Student’s t-test with Holm correction. Figure 2—figure supplement 1—source data 1 contains uncropped images of western blot analysis. Figure 2—figure supplement 1—source data 2 contains uncropped images of the Oil red O-stained cells, additional 10× images and stitched images at 4× used for analysis.

Figure 3 with 1 supplement
MAF1 knockdown decreases osteoblast differentiation of ST2 cells.

(A) Western blot analysis showing MAF1, Runx2, and Vinculin expression in cells infected with a Scramble construct or MAF1 shRNA before, or 10 days after adding osteoblast differentiation medium. (B) qRT-PCR analysis of MAF1 and pre-tRNAs of ST2 cells expressing Scramble of shMaf1 before and on day after adding osteoblast differentiation medium. (C) Alkaline phosphatase staining of ST2 cells expressing scramble or lentiviral MAF1 shRNA after culture in osteoblast differentiation medium. (D) Alizarin red analysis of cells with scramble or MAF1 shRNA after culture in osteoblast differentiation medium. (E) qRT-PCR analysis showing relative expression of Runx2, Col1α, Sp7, Alp, and Bone sialoprotein before, and 10 days after addition of osteoblast differentiation medium. Results represent means ± SD of three independent replicates, *p<0.05, **p<0.01, ***p<0.001 determined by Student’s t-test with Holm correction. Figure 3—source data 1 contains uncropped western blot images, Figure 3—source data 2 contains uncropped images of stained plates.

Figure 3—figure supplement 1
MAF1 deficiency decreases adipocyte differentiation in vitro and bone marrow adipocytes in vivo.

Primary stromal cells isolated from femurs of 6- to 8-week-old Maf1-/- or WT male mice. (A) qRT-PCR analysis of pre-tRNAs in WT or Maf1-/- cells. Results from 12 independent replicates. (B) Oil Red O staining of WT and Maf1-/- cells differentiated into adipocytes for 9 days. Representative image (left), 10× images (middle) quantification of Oil red O positive cells (right). Results of three independent replicates. (C) Histological analysis of 12-week-old femurs of WT and Maf1-/- mice. Adipocyte number and adipocyte volume/ total volume (Ad.V/TV). n=8 for WT and n=8 for Maf1-/- mice femurs. Results represent means ± SD, *p<0.05, **p<0.01, ***p<0.001 determined by Student’s t-test. Figure 3—figure supplement 1—source data 1 contains uncropped images of the Oil red O-stained cells, additional 10× images, and stitched images at 4× used for analysis.

Figure 4 with 2 supplements
inhibition of RNA pol III-dependent transcription by ML-60218 decreases osteoblast differentiation and mineralization.

ST2 cells were treated with 40 µM ML-60218 for 3 days, starting on day –1 and differentiated into osteoblasts by addition of osteoblast differentiation medium on day 0. (A) qRT-PCR analysis of pre-tRNAs before and during differentiation after ML-60218 or DMSO treatment of ST2 cells. (B) Representative image of alkaline phosphatase (Alp) staining of ST2 cells after osteoblast differentiation in DMSO or ML60218 treated cells. (C) Representative image of alizarin red analysis of ST2 cells after osteoblast differentiation and ML-60218 or DMSO treatment. (D) qRT-PCR analysis of Runx2, Col1α, Sp7, Osteocalcin, Alp and Bone Sialoprotein in ST2 cells on day 0, day 2 and day 10 during osteoblast differentiation. Results represent means ± SD of three independent replicates. *p<0.05, **p<0.01, ***p<0.001 determined by Student’s t-test with Holm correction. Figure 4—source data 1 contains uncropped images of stained plates.

Figure 4—figure supplement 1
ML-60216 treatment decreases osteoblast differentiation of primary stromal cells.

Primary stromal cells isolated from 6–8 week-old C57BL/6 WT mice were treated with ML-60218 for 3 days before, and during differentiation into osteoblasts by addition of osteoblast differentiation medium on day 0. (A) Representative image of Alp staining of ST2 cells after osteoblast differentiation of DMSO or ML60218 treated cells. (B) Representative image of alizarin red analysis of ST2 cells after osteoblast differentiation and ML-60218 or DMSO treatment. (C) qRT-PCR analysis of Runx2, Col1α, Sp7, Osteocalcin, Alp and bone sialoprotein expression relative to β-actin in primary stromal cells on day 0, day 2, and day 10 during osteoblast differentiation. Results represent means ± SD of three independent replicates, *p<0.05, **p<0.01, ***p<0.001 determined by Student’s t-test with Holm correction. Figure 4—figure supplement 1—source data 1 contains uncropped images of stained plates.

Figure 4—figure supplement 2
ML-60218 treatment enhances adipogenesis of ST2 cells.

ST2 cells were treated for 3 days with 40 µM ML-60218 or DMSO between day –1 and day 2 of adipocyte differentiation. (A) qRT-PCR analysis of pre-tRNA expression before and during adipocyte differentiation. (B) Western blot analysis of Pparγ, Fabp4, and Vinculin. (C) qRT-PCR analysis of adipocyte markers Pparγ, Pparγ2, C/ebpα and Fabp4. (D) Oil red O staining of adipocytes on day 8 of adipocyte differentiation. Representative wells (left), representative 10× microscope image (middle), relative Oil red O positive cells as determined by citation 5 scanning of 3 wells (right). *p<0.05, **p<0.01, ***p<0.001 determined by Student’s t-test with Holm correction. Figure 4—figure supplement 2—source data 1 contains uncropped images of western blot analysis. Figure 4—figure supplement 2—source data 2 contains uncropped images of the Oil red O-stained cells, additional 10× images and stitched images at 4× used for analysis.

Figure 5 with 1 supplement
Inhibition of RNA pol III-dependent transcription Brf1 knockdown decreases osteoblast differentiation and mineralization.

ST2 cells were stably infected with scramble or Brf1 shRNA lentivirus and differentiated into osteoblasts by addition of osteoblast differentiation medium on day 0. (A) Western blot analysis showing Brf1 and Vinculin expression in cells infected with a scramble construct Brf1 shRNA before or 10 days after adding osteoblast differentiation medium. (B) qRT-PCR analysis of Brf1 and pre-tRNAs of ST2 cells expressing Scramble of shBrf1 before and on day after adding osteoblast differentiation medium. (C) Representative image of alkaline phosphatase (Alp) staining of ST2 cells expressing scramble or lentiviral Brf1 shRNA after culture in osteoblast differentiation medium. (D) Representative image of alizarin red analysis of cells with Scramble or Brf1 shRNA after culture in osteoblast differentiation medium. (E) qRT-PCR analysis showing relative expression of Runx2, Col1α, Sp7 (Osterix), Alp, and Bone sialoprotein before and 10 days after the addition of osteoblast differentiation medium. Results represent means ± SD of three independent replicates, *p<0.05, **p<0.01, ***p<0.001 determined by Student’s t-test with Holm correction. Figure 5—source data 1 contains uncropped western blot images, Figure 5—source data 2 contains uncropped images of stained plates.

Figure 5—figure supplement 1
Brf1 knockdown enhances adipogenesis in ST2 cells.

ST2 cells were stably infected with scramble or two different shBrf1 constructs and differentiated into adipocytes as described in ‘Materials and methods’. (A) Western blot analysis of Brf1, Pparγ, Fabp4, and Vinculin expression on day 0 and day 6 of adipocyte differentiation. (B) qRT-PCR analysis of Brf1, and pre-tRNA expression during adipocyte differentiation. (C) qRT-PCR analysis of adipocyte markers Pparγ, Pparγ2, C/ebpα, and Fabp4. (D) Oil red O staining of adipocytes on day 8 of adipocyte differentiation. Representative wells (top), representative10× microscope image (bottom), relative Oil red O-positive cells as determined by citation 5 scanning of two wells (right). *p<0.05, **p<0.01, ***p<0.001 determined by Student’s t-test with Holm correction. Figure 5—figure supplement 1—source data 1 contains uncropped images of western blot analysis. Figure 5—figure supplement 1—source data 2 contains uncropped images of the Oil red O-stained cells, additional 10× images and stitched images at 4× used for analysis.

Figure 6 with 5 supplements
Manipulating RNA pol III in different manners results in distinct gene pools.

Changes in gene expression were determined by padj<0.05 and foldchange >|log2 0.7|. Venn diagram showing overlap in gene changes (either increased or decreased) on day 0 (A) or (B) day 4 (B). Genes that were changed in all groups are denoted. MAF1OE genes changes between pInd20-MAF1 and Pind20-Control; shMAF1 was compared to scramble control, shBrf1 was compared to scramble control; ML-60218 was compared to DMSO control. Figure 6—source data 1 contains excel files with all differentially expressed genes.

Figure 6—figure supplement 1
MAF1 overexpression results enrichment for terms related to bone biology.

Top 20 biological process-related gene ontology (GO) enrichment terms of genes changed by MAF1 overexpression on day 0. Genes with padj<0.05 and log2fold>0.7 in either direction, were used for analysis.

Figure 6—figure supplement 2
MAF1 knockdown causes enrichment for terms related to bone and renal biology.

Top 20 biological process-related gene ontology (GO) enrichment terms of genes changed by MAF1 knockdown on day 0. Genes with padj<0.05 and log2fold>0.7 in either direction, were used for analysis.

Figure 6—figure supplement 3
ML-60218 treatment results in enrichment in gene ontology (GO) terms related to lipid metabolism.

Top 20 biological process-related GO enrichment terms of genes changed by ML-60218 treatment on day 0. Genes with padj<0.05 and log2fold>0.7 in either direction, were used for analysis.

Figure 6—figure supplement 4
Brf1 knockdown produces gene changes that are enriched in gene ontology (GO) terms related to bone biology and immune responses.

Top 20 biological process-related GO enrichment terms of genes changed by Brf1 knockdown on day 0. Genes with padj<0.05 and log2fold >0.7 in either direction, were used for analysis.

Figure 6—figure supplement 5
Genes altered by changes in MAF1 expression prior to differentiation.

Genes that were significantly altered on day 0 in opposing directions by MAF1 overexpression and MAF1 knockdown by at least log2fold 0.7 are shown. Changes in corresponding genes after Brf1 knockdown or ML-60218 treatment are shown. NS: not significantly affected.

Genes expressed during osteoblast differentiation display significant codon bias.

Relative changes in codon usage during osteoblast differentiation day 4, compared to day 0 for SCR control cells (left) or of genes that are members of the GO term 0001649 (osteoblast differentiation) (right). Figure 7—source data 1 contains excel files with all codon analysis.

Tables

Table 1
Summary of results found by distinct manipulations of RNA pol III-mediated transcription.
Outcome/PhenotypeMouse line Maf1-/-Mouse line Prx1-Cre-MAFST2 cell line MAF1 OEST2 cell line shMAF1ST2 cell line shBrf1ST2 cell line ML-60218
RNA pol III transcriptionIncreasedDecreasedDecreasedIncreasedDecreasedDecreased
Bone massIncreasedIncreasedN/AN/AN/AN/A
In vitro osteoblast differentiation/ mineralizationDecreasedIncreasedIncreasedDecreasedDecreasedDecreased
In vivo bone marrow adipocyte numberDecreasedNDN/AN/AN/AN/A
In vitro adipocyte differentiationDecreasedNDIncreasedNDIncreasedIncreased
Key resources table
Reagent type (species) or resourceDesignationSource or referenceIdentifiersAdditional information
Strain, strain background (Mus musculus)Rosa26-Lox-stop-lox-MAF1-HA;
LSL-MAF1
This paperAn engineered construct of Rosa26-Lox-stop-lox-MAF1-HA was injected into C57Bl6/J mice embryonic stem cells. chimeric mice were created by by blastocyst injection of homologous recombinant clones.
Strain, strain background (M. musculus)Maf1-/-Bonhoure et al., 2015Mouse line maintained in Dr. I Willis lab.
Strain, strain background (M. musculus)Prrx1CreJackson laboratoryStrain #:005584
Cell line (M. musculus)ST2RIKEN cell bank#RCB0224
Transfected construct (M. musculus)Scramble shRNAAddgene, Sheila Steward#17,920Lentiviral construct to express shRNA
Transfected construct (M. musculus)MAF1 shRNA#1Millipore sigmaTRCN0000125776Lentiviral construct to express shRNA
Transfected construct (M. musculus)MAF1 shRNA#2Millipore sigmaTRCN0000125778Lentiviral construct to express shRNA
Transfected construct (M. musculus)Brf1 shRNA#1Millipore sigmaTRCN0000119897Lentiviral construct to express shRNA
Transfected construct (M. musculus)Brf1 shRNA#2Millipore sigmaTRCN0000119901Lentiviral construct to express shRNA
Transfected construct (M. musculus)pInducer20Addgene Stephen Elledge#44,012Lentiviral construct to express shRNA
Transfected construct (Human)pInducer20-MAF1-HAThis paperpInd20-MAF1-HA was cloned by taking MAF1-HA from pFTREW-MAF1-HA into a pInducer20 construct by gateway cloning using LR clonase. Cell line M. musculus construct: human
Chemical compound, drugCalceinMillipore SigmaC087510 mg/kg
Chemical compound, drugXylenol orangeMillipore SigmaX012790 mg/kg
Chemical compound, drugLR clonaseThermo Fisher#11791020
Chemical compound, drugDoxycycline hyclateMillipore Sigma#D9891Used at 1 µM
Chemical compound, drugML-60218Millipore Sigma#557,403RNA pol III inhibitor
Chemical compound, drugAscorbic acidSigma#A4544Used at 50 µg/mL
Chemical compound, drugΒ-glycerolphosphateMillipore Sigma#35,675Used at 10 mM
Chemical compound, drugCetylpyridinium chlorideSigma#C0732Used at 10% for alizarin red extraction
Chemical compound, drugrosiglitazoneSigmaR2408Used at 1 µM
Chemical compound, drug3-isobutyl-1-methyl xanthineSigmaI5879Used at 0.5 mM
Chemical compound, drugdexamethasoneSigmaD4902Used at 2 µM
Chemical compound, drugInsulinSigmaI05016Used at 10 µg/mL
Chemical compound, drugRNA stat-60Tel-test Inc#NC9256697
Chemical compound, drugAlizarin RedSigma#A5533Used at 1% at ph 4.2
Chemical compound, drugOil red OSigma#01391Used at 0.3%
Chemical compound, drugcollagenase IVGibco#17104019Used at 2.5%
Commercial assay or kitTRAP staining kitSigma#387A-1KT
Commercial assay or kitVon Kossa stainingStatlab#KTVKO
Commercial assay or kitAlkaline phosphatase stainingVector laboratories#SK5300
Commercial assay or kitQuick-RNA miniprep kitZymo#R1055Used for RNA isolation from cell culture
Commercial assay or kitDirect-zol RNA miniprep kitZymo#R2052Used for RNA isolation from femurs
Commercial assay or kitSuperscript IV First Strand Synthesis KitInvitrogen#18091050cDNA synthesis
Commercial assay or kitSYBR fast qPCR mastermixKAPA Biosystems#KK4602
Peptide, recombinant proteinM-CSFPeprotech#300–25Used at 30 ng/mL
Peptide, recombinant proteinRANK-LPeprotech#310–01 CUsed at 100 ng/mL
Peptide, recombinant proteinFGF2Biovision#4,038Used at 10 ng/mL
Commercial assay or kitDC protein assayBiorad#5000112
AntibodyAnti-MAF1 (H2)
(mouse monoclonal)
Santa Cruz#SC-515614(Wb 1:500)
AntibodyAnti-TFIIIB90
(mouse monoclonal)
Santa Cruz#SC-390821Antibody to Brf1.
(Wb 1:1000)
AntibodyAnti-VINCULIN
(mouse monoclonal)
Santa Cruz# sc-73614 AF488(Wb 1:5000)
AntibodyAnti-RUNX2
(rabbit monoclonal)
Cell Signaling#12,556(Wb 1:1000)
AntibodyAnti-PPARγ
(rabbit monoclonal)
Cell Signaling#2,435(Wb 1:1000)
AntibodyAnti-FABP4
(rabbit monoclonal)
Cell Signaling#3,544(Wb 1:1000)
AntibodyAnti-HA
(Rat monoclonal)
Roche#11867423001(Wb 1:1000)
Software, algorithmR- studiohttps://rstudio.comVersion 4.1.1
Software, algorithmDeSeq210.18129/B9.bioc.DESeq2
Software, algorithmclusterProfilerdoi.org/10.1016 /j.xinn.2021.100141
Software, algorithmInteractiVenn10.1186 /s12859-015-0611-3
Software, algorithmGraphpad prismhttps://www.graphpad.com/Version 9.3.1
Appendix 1—table 1
qPCR primers used for genotyping and qRT-PCR analysis.
TargetForward primerReverse primercitation
Cre (genotyping)TCCAATTTACTGAC
CGTACACCAA
CCTGATCCTGGC
AATTTCGGCTA
LSL-MAF1 (genotyping)TTCACTTCATAC
CCATACGACG
CCATTTTCCTTA
TTTGCCCCTA
WT Maf1AGGCTTGCAGG
GCAGCAATG
CACTGGCTGACA
GGGAGATG
Bonhoure et al., 2015
Maf1 KO (genotyping)AGGCTTGCAGG
GCAGCAATG
TGGCCCTTAGAG
CTGGAGTG
Bonhoure et al., 2015
Pre-tRNALeuGTCAGGATGGCC
GAGTGGTCTAAG
CCACGCCTCCATACGGA
GAACCAGAAGACCC
Chen et al., 2018
Pre-tRNAiMetCTGGGCCCAT
AACCCAGAG
TGGTAGCAGA
GGATGGTTTC
Chen et al., 2018
Pre-tRNAIleGTTAGCGCGC
GGTACTTATA
GGATCGAACT
CACAACCTCG
Graczyk et al., 2015
Pre-tRNAProGGCTCGTTGGTCTAGGGTTTGAACCCGGGACCTCGraczyk et al., 2018
Maf1GACTATGACTTC
AGCACAGCC
CTGGGTTATAGC
TGTAGATGTCAC
Chen et al., 2018
Brf1GGAAAGGAATCAAG
AGCACAGACCC
GTCCTCGGGTAA
GATGCTTGCTT
Chen et al., 2018
Runx2AGGGACTATGG
CGTCAAACA
GGCTCACGT
CGCTCATCTT
Fujioka-Kobayashi et al., 2016
Col1a1CCCAATGGTG
AGACGTGGAA
TTGGGTCCCT
CGACTCCTAC
Sp7ATGGCGTCCT
CTCTGCTTG
GTCCATTGGT
GCTTGAGAAGG
Fitter et al., 2017
BglapTCTGACAAAG
CCTTCATGTCC
AAATAGTGATA
CCGTAGATGCG
Pustylnik et al., 2013
AlpCGGATCCTGA
CCAAAAACC
TCATGATGT
CCGTGGTCAAT
IbspGAAAATGGAG
ACGGCGATAG
CATTGTTTTC
CTCTTCGTTTGA
EF1aCTGAACCATC
CAGGCCAAAT
GGCTGTGT
GACAATCCAG
Van Itallie et al., 2006
β-actinCGACAACGGC
TCCGGCATG
CTGGGGTGTTGAA
GGTCTCAAACATG
RanklCAGCCATTTGC
ACACCTCAC
GTCTGTAGGT
ACGCTTCCCG
OpgAGGAACTGCA
GTCCGTGAAG
ATTCCACACT
TTTGCGTGGC
Ppia1CGAGCTGTTTGCAG
ACAAAGTTCC
CCCTGGCACA
TGAATCCTGG
Chen et al., 2018
PpargATCATCTACACG
ATGCTGGCCT
TGAGGAACTCC
CTGGTCATGAATC
Chen et al., 2018
Pparg2TCGCTGATGCA
CTGCCTATGA
GGAGAGGTC
CACAGAGCTGAT
CebpaGAACAGCAACGA
GTACCGGGTA
CCATGGCCTT
GACCAAGGAG
Chen et al., 2018
Fabp4TGGGAACCTG
GAAGCTTGTCT
TCGAATTCCAC
GCCCAGTTTGA
Chen et al., 2018

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  1. Ellen Phillips
  2. Naseer Ahmad
  3. Li Sun
  4. James Iben
  5. Christopher J Walkey
  6. Aleksandra Rusin
  7. Tony Yuen
  8. Clifford J Rosen
  9. Ian M Willis
  10. Mone Zaidi
  11. Deborah L Johnson
(2022)
MAF1, a repressor of RNA polymerase III-dependent transcription, regulates bone mass
eLife 11:e74740.
https://doi.org/10.7554/eLife.74740