Table 3.
R-square values | Fold change | |||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Gene symbol | Gene name | Average BMC | Whole body BMC/BW | Cranial BMC/BW | Femur BMC/BW | L1-6 BMC/BW | Whole body aBMD | Cranial aBMD | Femur Midshaft Total vBMD | Distal Femur Total vBMD | L5 Total vBMD | Femur Ultimate Force | Femur Neck Ultimate Force | NP vs P | NP vs NP.P | P vs P.NP | NP.P vs P.NP | ANOVA p-value | FDR-Chr 4c | FDR-Chr alld |
Candidate genes | Candidate genes | |||||||||||||||||||
Snca | Synuclein, alpha | 0.89 | 0.90 | 0.98 | 0.85 | 0.83 | 0.95 | 0.96 | 0.73 | 0.59 | 0.56 | 0.88 | 0.46 | 1.7 | 1.3 | 0.8 | 1.0 | 0 | 0 | 0.00006 |
Spr | Sepiapterin reductase | 0.86 | 0.86 | 0.97 | 0.83 | 0.79 | 0.94 | 0.89 | 0.62 | 0.47 | 0.44 | 0.95 | 0.34 | 1.5 | 1.3 | 0.8 | 0.9 | 0.0007 | 0.008 | 0.009 |
Npy | Neuropeptide Y | 0.73 | 0.73 | 0.76 | 0.75 | 0.67 | 0.82 | 0.62 | 0.28 | 0.23 | 0.20 | 0.97 | 0.13 | 1.5 | 1.4 | 0.9 | 0.9 | 0.00001 | 0.0009 | 0.0009 |
Arf5 | ADP-ribosylation factor 5 | 0.65 | 0.63 | 0.89 | 0.54 | 0.55 | 0.67 | 0.91 | 0.95 | 0.58 | 0.59 | 0.59 | 0.51 | 0.8 | 0.9 | 1.2 | 1.1 | 0.00001 | 0.0003 | 0.07 |
Tmem209 | Transmembrane protein 209 | 0.64 | 0.72 | 0.28 | 0.77 | 0.81 | 0.61 | 0.44 | 0.26 | 0.72 | 0.68 | 0.27 | 0.66 | 1.2 | 1.0 | 1.0 | 1.2 | 0.002 | 0.02 | 0.02 |
Slc25a26 | Solute carrier family 25 (mitochondrial carrier, phosphate carrier), member 26 | 0.60 | 0.68 | 0.26 | 0.70 | 0.76 | 0.55 | 0.45 | 0.33 | 0.82 | 0.79 | 0.20 | 0.79 | 1.1 | 1.0 | 1.0 | 1.2 | 0.0004 | 0.008 | 0.09 |
Gpnmb | Glycoprotein (transmembrane) nmb | 0.56 | 0.50 | 0.88 | 0.45 | 0.40 | 0.62 | 0.69 | 0.53 | 0.19 | 0.17 | 0.84 | 0.11 | 0.7 | 0.7 | 1.3 | 1.2 | 0.006 | 0.07 | 0.06 |
Fkbp14 | FK506 binding protein 14 | 0.52 | 0.58 | 0.17 | 0.66 | 0.67 | 0.50 | 0.26 | 0.07 | 0.43 | 0.39 | 0.26 | 0.36 | 0.9 | 0.9 | 0.9 | 0.8 | 0.002 | 0.03 | 0.03 |
Isy1 | ISY1 splicing factor homolog | 0.51 | 0.58 | 0.16 | 0.62 | 0.67 | 0.46 | 0.32 | 0.20 | 0.69 | 0.66 | 0.14 | 0.66 | 1.2 | 1.0 | 1.0 | 1.2 | 0.002 | 0.02 | 0.02 |
Ghrhr | Growth hormone releasing hormone receptor | 0.48 | 0.42 | 0.84 | 0.35 | 0.32 | 0.51 | 0.71 | 0.69 | 0.24 | 0.24 | 0.65 | 0.17 | 0.6 | 0.7 | 1.6 | 1.4 | 0.003 | 0.04 | 0.04 |
Nup205 | Nucleoporin 205 | 0.47 | 0.53 | 0.13 | 0.57 | 0.63 | 0.41 | 0.28 | 0.17 | 0.66 | 0.63 | 0.11 | 0.64 | 1.1 | 1.0 | 1.0 | 1.2 | 0.004 | 0.03 | 0.03 |
Skap2 | Src family associated phosphoprotein 2 | 0.46 | 0.43 | 0.64 | 0.43 | 0.35 | 0.55 | 0.42 | 0.17 | 0.05 | 0.03 | 0.89 | 0.01 | 1.3 | 1.5 | 0.9 | 0.8 | 0.00004 | 0.0003 | 0.0005 |
Ruvbl1 | RuvB-like protein 1 | 0.45 | 0.51 | 0.12 | 0.56 | 0.61 | 0.39 | 0.26 | 0.14 | 0.63 | 0.60 | 0.10 | 0.61 | 1.1 | 1.0 | 1.1 | 1.2 | 0.002 | 0.02 | 0.02 |
Tmem43 | Transmembrane protein 43 | 0.44 | 0.50 | 0.10 | 0.57 | 0.60 | 0.41 | 0.20 | 0.06 | 0.45 | 0.41 | 0.16 | 0.40 | 0.9 | 1.0 | 0.9 | 0.8 | 0.006 | 0.05 | 0.05 |
Wdr91 | WD repeat domain 91 | 0.44 | 0.37 | 0.80 | 0.30 | 0.28 | 0.46 | 0.64 | 0.62 | 0.18 | 0.17 | 0.64 | 0.12 | 1.4 | 1.3 | 0.7 | 0.8 | 0.0006 | 0.007 | 0.008 |
Tmem176b | Transmembrane protein 176B or Torid | 0.38 | 0.33 | 0.60 | 0.33 | 0.26 | 0.46 | 0.36 | 0.15 | 0.02 | 0.01 | 0.82 | 0.00 | 1.3 | 1.4 | 0.9 | 0.8 | 0.0004 | 0.006 | 0.006 |
Sec61a1 | Sec61 alpha 1 subunit | 0.36 | 0.41 | 0.06 | 0.48 | 0.51 | 0.31 | 0.14 | 0.04 | 0.42 | 0.39 | 0.09 | 0.40 | 1.1 | 1.0 | 1.1 | 1.3 | 0.003 | 0.03 | 0.03 |
Bpgm | 2,3-bisphosphoglycerate mutase | 0.36 | 0.42 | 0.09 | 0.43 | 0.51 | 0.30 | 0.26 | 0.23 | 0.73 | 0.73 | 0.04 | 0.77 | 1.2 | 0.9 | 1.0 | 1.4 | 0.0003 | 0.01 | 0.01 |
Cald1 | Caldesmon 1 | 0.32 | 0.37 | 0.07 | 0.38 | 0.45 | 0.25 | 0.22 | 0.21 | 0.71 | 0.70 | 0.02 | 0.75 | 0.9 | 1.1 | 1.0 | 0.8 | 0.003 | 0.03 | 0.03 |
Abtb1 | Ankyrin repeat and BTB (POZ) domain containing 1 | 0.27 | 0.31 | 0.02 | 0.34 | 0.40 | 0.20 | 0.13 | 0.09 | 0.55 | 0.53 | 0.01 | 0.58 | 1.1 | 0.9 | 1.1 | 1.3 | 0.001 | 0.01 | 0.01 |
Add2 | Adducin 2 (beta) | 0.26 | 0.30 | 0.06 | 0.29 | 0.37 | 0.19 | 0.22 | 0.27 | 0.72 | 0.73 | 0.00 | 0.80 | 1.2 | 0.8 | 1.0 | 1.3 | 0.0004 | 0.008 | 0.009 |
Gars | Glycyl-tRNA synthetase | 0.22 | 0.25 | 0.10 | 0.22 | 0.29 | 0.16 | 0.28 | 0.46 | 0.75 | 0.79 | 0.00 | 0.86 | 1.1 | 0.9 | 0.9 | 1.1 | 0.01 | 0.09 | 0.08 |
Gadd45a | Growth arrest and DNA-damage-inducible 45 alpha | 0.20 | 0.24 | 0.01 | 0.25 | 0.32 | 0.14 | 0.11 | 0.11 | 0.56 | 0.56 | 0.00 | 0.62 | 1.1 | 0.8 | 1.1 | 1.5 | 0.00005 | 0.001 | 0.001 |
Cnbp | Cellular nucleic acid binding protein | 0.19 | 0.22 | 0.02 | 0.22 | 0.29 | 0.12 | 0.15 | 0.21 | 0.64 | 0.65 | 0.00 | 0.73 | 1.1 | 0.9 | 1.0 | 1.1 | 0.008 | 0.06 | 0.06 |
Chn2 | Chimerin (chimaerin) 2 | 0.16 | 0.12 | 0.29 | 0.14 | 0.08 | 0.22 | 0.11 | 0.01 | 0.02 | 0.03 | 0.58 | 0.08 | 1.1 | 1.4 | 1.0 | 0.8 | 0.008 | 0.06 | 0.05 |
Podxl | Podocalyxin-like | 0.12 | 0.14 | 0.01 | 0.13 | 0.20 | 0.07 | 0.10 | 0.19 | 0.57 | 0.60 | 0.02 | 0.68 | 1.2 | 0.7 | 0.9 | 1.6 | 0.002 | 0.02 | 0.02 |
Eif4e3 | Eukaryotic translation initiation factor 4E member 3 | 0.12 | 0.14 | 0.01 | 0.14 | 0.20 | 0.07 | 0.10 | 0.18 | 0.57 | 0.59 | 0.02 | 0.68 | 0.9 | 1.2 | 1.0 | 0.8 | 0.002 | 0.02 | 0.02 |
Tmem140 | Transmembrane protein 140 | 0.10 | 0.04 | 0.31 | 0.03 | 0.01 | 0.11 | 0.12 | 0.06 | 0.03 | 0.04 | 0.43 | 0.08 | 0.7 | 0.5 | 1.4 | 2.0 | 0 | 0 | 0.00001 |
Kel | Kel Kell blood group | 0.10 | 0.10 | 0.01 | 0.12 | 0.17 | 0.04 | 0.02 | 0.02 | 0.36 | 0.36 | 0.03 | 0.43 | 1.1 | 0.8 | 1.2 | 1.6 | 0 | 0 | 0.00001 |
Abcg2 | ATP-binding cassette, sub-family G (WHITE), member 2 | 0.09 | 0.03 | 0.29 | 0.02 | 0.01 | 0.09 | 0.11 | 0.05 | 0.04 | 0.04 | 0.40 | 0.09 | 0.9 | 0.8 | 1.1 | 1.2 | 0.005 | 0.06 | 0.05 |
Tia1 | Cytotoxic granule-associated RNA binding protein 1 | 0.06 | 0.06 | 0.00 | 0.11 | 0.07 | 0.08 | 0.00 | 0.15 | 0.03 | 0.05 | 0.17 | 0.08 | 1.0 | 1.2 | 1.3 | 1.1 | 0.001 | 0.02 | 0.02 |
Serbp1 | Serpine1 mRNA binding protein 1 | 0.05 | 0.05 | 0.02 | 0.05 | 0.09 | 0.01 | 0.01 | 0.04 | 0.36 | 0.37 | 0.08 | 0.46 | 1.0 | 0.9 | 1.0 | 1.2 | 0.0007 | 0.01 | 0.01 |
Hoxa5 | Homeo box A5 | 0.05 | 0.00 | 0.17 | 0.00 | 0.01 | 0.01 | 0.05 | 0.05 | 0.08 | 0.08 | 0.18 | 0.12 | 1.2 | 1.6 | 0.7 | 0.5 | 0 | 0 | 0.00004 |
Foxp1 | Forkhead box P1 | 0.05 | 0.02 | 0.08 | 0.03 | 0.05 | 0.00 | 0.01 | 0.00 | 0.18 | 0.18 | 0.11 | 0.23 | 1.0 | 1.2 | 0.9 | 0.7 | 0.01 | 0.06 | 0.05 |
Bola3 | BolA homolog 3 | 0.02 | 0.00 | 0.09 | 0.00 | 0.00 | 0.03 | 0.00 | 0.02 | 0.19 | 0.22 | 0.28 | 0.30 | 1.0 | 0.9 | 1.0 | 1.1 | 0.009 | 0.08 | 0.07 |
Predicted genes | Predicted genes | |||||||||||||||||||
Ppp4r2 | Protein phosphatase 4, regulatory subunit 2 | 0.74 | 0.76 | 0.80 | 0.68 | 0.72 | 0.74 | 0.94 | 0.97 | 0.85 | 0.86 | 0.49 | 0.80 | 1.1 | 1.0 | 0.9 | 1.0 | 0.004 | 0.03 | 0.03 |
Mpp6 | Membrane protein, palmitoylated 6 (MAGUK p55 subfamily member 6) | 0.73 | 0.76 | 0.76 | 0.68 | 0.72 | 0.72 | 0.92 | 0.96 | 0.89 | 0.89 | 0.44 | 0.84 | 0.7 | 1.0 | 1.3 | 1.0 | 0.00008 | 0.001 | 0.002 |
Baiap1 | BAI1-associated protein 1 | 0.43 | 0.45 | 0.49 | 0.37 | 0.43 | 0.39 | 0.67 | 0.91 | 0.80 | 0.83 | 0.17 | 0.83 | 0.7 | 1.1 | 1.4 | 0.9 | 0.001 | 0.05 | 0.04 |
Cct7 | Chaperonin subunit 7 | 0.39 | 0.45 | 0.14 | 0.45 | 0.53 | 0.32 | 0.33 | 0.34 | 0.82 | 0.82 | 0.05 | 0.86 | 1.1 | 0.9 | 1.0 | 1.2 | 0.00007 | 0.001 | 0.002 |
Chchd6 | Coiled-coil-helix-coiled-coil-helix domain containing 6 | 0.38 | 0.44 | 0.08 | 0.47 | 0.53 | 0.32 | 0.23 | 0.17 | 0.67 | 0.65 | 0.05 | 0.68 | 1.2 | 0.9 | 1.1 | 1.4 | 0.004 | 0.03 | 0.03 |
MGC94941 | Similar to Mkrn1 protein | 0.31 | 0.35 | 0.04 | 0.39 | 0.44 | 0.24 | 0.14 | 0.08 | 0.54 | 0.52 | 0.02 | 0.55 | 1.2 | 0.9 | 1.2 | 1.7 | 0 | 0 | 0.0002 |
Slc35b4 | Predicted solute carrier family 35, member B4 | 0.19 | 0.12 | 0.50 | 0.09 | 0.06 | 0.21 | 0.29 | 0.24 | 0.00 | 0.00 | 0.50 | 0.00 | 1.2 | 1.2 | 0.9 | 0.8 | 0.0006 | 0.007 | 0.008 |
RGD1563542 | Similar to Kell protein | 0.14 | 0.15 | 0.00 | 0.18 | 0.23 | 0.08 | 0.03 | 0.01 | 0.36 | 0.35 | 0.01 | 0.40 | 1.1 | 0.8 | 1.3 | 1.8 | 0.00003 | 0.0006 | 0.0007 |
Nt5c3 | Predicted 5′-nucleotidase, cytosolic III | 0.14 | 0.07 | 0.41 | 0.05 | 0.03 | 0.14 | 0.21 | 0.16 | 0.00 | 0.00 | 0.43 | 0.02 | 0.7 | 0.6 | 1.5 | 1.8 | 0 | 0 | 0 |
RGD1311080 | Similar to RIKEN cDNA A930038C07 | 0.12 | 0.12 | 0.01 | 0.16 | 0.19 | 0.06 | 0.01 | 0.00 | 0.22 | 0.21 | 0.00 | 0.24 | 1.0 | 1.2 | 0.8 | 0.7 | 0.00008 | 0.001 | 0.002 |
Ube2h | ubiquitin-conjugating enzyme E2H | 0.09 | 0.11 | 0.00 | 0.11 | 0.16 | 0.04 | 0.06 | 0.13 | 0.50 | 0.52 | 0.03 | 0.61 | 1.1 | 0.8 | 1.0 | 1.3 | 0.008 | 0.07 | 0.06 |
RGD1306936 | Similar to chromosome 7 open reading frame 30 | 0.06 | 0.00 | 0.25 | 0.00 | 0.00 | 0.03 | 0.12 | 0.19 | 0.01 | 0.00 | 0.17 | 0.01 | 1.1 | 1.2 | 0.8 | 0.8 | 0.003 | 0.03 | 0.02 |
Genes (r2 > 0.50) are indicated in bold face.
P allele is high bone mass expressing genotype.
FDR-Chr 4: False discovery rate from the analysis of 460 probe sets in the chromosome 4 QTL region.
FDR-Chr all: False discovery rate from the analysis of all probe sets in all chromosomes.