Pulmonary Arteriole Gene Expression Signature in Idiopathic Pulmonary Fibrosis
Nina M. Patel1, Steven M. Kawut2, Selim M. Arcasoy1, Sanja Jelic1, David J. Lederer1,
Alain C. Borczuk1
Division of Pulmonary, Allergy & Critical Care Medicine, Columbia University, College
of Physicians and Surgeons1
Department of Medicine and the Center for Clinical Epidemiology and Biostatistics,
University of Pennsylvania School of Medicine, Philadelphia, PA2
Online Data Supplement
Methods:
RNA Isolation, Microarray processing
The RNAqueous-Micro Kit (Ambion) was utilized to isolate RNA. The Agilent
Bioanalyzer 2100 (Agilent Technologies, Santa Clara, CA) was used to assess the
quantity, quality and purity of the extracted RNA. The modified Eberwine procedure was
used to amplify and biotinylate RNA for a minimum goal of 15 g RNA for hybridization. Target cRNA was hybridized to Affymetrix Hu133 2.0 Plus oligonucleotide arrays and processed at the Herbert Irving Comprehensive Cancer
Center.
Microarray Analysis
Quality assessment was performed using Bioconductor. BRB array tools software
v3.7.2. (National Cancer Institute, Dr. Richard Simon and Dr. Amy Lam) was used for
normalization, filtering and initial quality control assessment of the genechip data. The
Robust Multi-Array Average (RMA) algorithm was used to quantify the expression
values for each probe set. Unsupervised clustering was performed using BRB array tools.
Supervised analyses of differential gene expression between class assignments was
performed using univariate analyses with a p < 0.001. The univariate analyses were
performed utilizing 10,000 random permutations, with a global p < 0.01. The false
discovery rate for all comparisons was set at a q < 10%. Supervised clustering of genes
and scatterplot analysis between class assignments was also performed using BRB array
tools software. Gene lists generated by the supervised analyses were further categorized
into biological pathways using Ingenuity Pathways Analysis (IPA, Ingenuity Systems, www.ingenuity.com). The IPA Functional Analysis identified the biological functions
and/or diseases that were most significant to the data set. Molecules from the dataset that
were associated with biological functions and/or diseases in Ingenuity’s Knowledge Base
were considered for the analysis. Two-tailed Fisher’s exact test was used to calculate a p-
value determining the probability that each biological function and/or disease assigned to
that data set is due to chance alone. A data set containing gene identifiers and
corresponding expression values was uploaded into the IPA application. Each identifier
was mapped to its corresponding object in Ingenuity's Knowledge Base. Molecules,
whose expression was significantly differentially regulated, called Network Eligible
molecules, were overlaid onto a global molecular network developed from information contained in Ingenuity’s Knowledge Base. Networks of Network Eligible Molecules were then algorithmically generated based on their connectivity.
Immunohistochemical staining (IHC)
Paraffinized tissue blocks of IPF and normal lung were sectioned at thickness of < 5
m. Immunohistochemistry was performed on 10 IPF cases and 5 normal donor lungs
using antibodies against SFRP2 (Sigma, monoclonal Rabbit anti-human, 1:75 dilution),
SMOC2 (Lifespan Biosciences, polyclonal Rabbit anti human, 1:50 dilution) and STAT1
(Sigma rabbit anti human, monoclonal, 1:50 dilution). Antigen retrieval was performed using DAKO pH 6 (SFRP2 and SMOC2) or pH 9 (STAT1) retrieval buffer. Primary antibodies were incubated at room temperature for 1 hour, and developed using the
DAKO Envision Dual Link kit (Dako, Denmark) with DAB substrate and hematoxylin counterstain. Examination for statistical significance was performed using the Fisher’s
Exact Test (SPSS, v16.0).
Supplemental Table E1:
Gene Names Expression Values Endothelial Genes adrenomedullin 1532 ± 943 thrombomodulin 1110 ± 575 endothelin receptor type A 3623 ± 1236 SMAD family member 6 744 ± 368 Epithelial Genes keratin 15 72 ± 176 mucin 4, cell surface associated 77 ± 258 keratin 7 189 ± 190 surfactant protein A1B 39 ± 114
Values are mean normalized expression values rounded to the nearest integer ± standard deviation
Supplemental Table E2: Univariate analysis comparing gene expression in NPH-IPF vs. PH-IPF arterioles
Gene symbol Probe set Description Parametric FDR Fold- p-value change
CCR1 205099_s_at chemokine (C-C motif) receptor 1 0.001158 0.9913072 0.4500061
PTMS 218045_x_at parathymosin 0.0011904 0.9913072 1.7440695
NPL 240440_at N-acetylneuraminate pyruvate lyase 0.0016084 0.9913072 0.5080298 (dihydrodipicolinate synthase)
NA 241838_at NA 0.0022076 0.9913072 0.5771265
NA 238156_at NA 0.0029903 0.9913072 0.388007
PDGFRA 203131_at platelet-derived growth factor receptor, 0.0031531 0.9913072 0.6256235 alpha polypeptide
FLT1 222033_s_at fms-related tyrosine kinase 1 (vascular 0.0033705 0.9913072 0.5934558 endothelial growth factor/vascular permeability factor receptor)
TEF 225840_at thyrotrophic embryonic factor 0.0033854 0.9913072 2.3365277
NA 239808_at NA 0.0036163 0.9913072 0.395203
NA 1568983_a_at NA 0.0040027 0.9913072 0.5144699
NA 235172_at NA 0.0040874 0.9913072 0.3932263
NA 240690_at NA 0.0041938 0.9913072 0.5613011
NLGN4X 221933_at neuroligin 4, X-linked 0.0043912 0.9913072 0.4889389
ELTD1 219134_at EGF, latrophilin and seven transmembrane 0.0045867 0.9913072 0.4041308 domain containing 1
NA 239862_at NA 0.0045982 0.9913072 0.595371
B2M 232311_at beta-2-microglobulin 0.0046597 0.9913072 0.438037
ND6 1553575_at NADH dehydrogenase, subunit 6 (complex 0.0046924 0.9913072 0.5143606 I)
NA 1564077_at NA 0.0048054 0.9913072 0.4258312
SPTBN1 226765_at spectrin, beta, non-erythrocytic 1 0.0048557 0.9913072 0.4490491
ZNF827 226764_at zinc finger protein 827 0.0048903 0.9913072 1.8218937
NEURL1B 225355_at neuralized homolog 1B (Drosophila) 0.0050316 0.9913072 1.49516
CDC14A 210742_at CDC14 cell division cycle 14 homolog A (S. 0.0053101 0.9913072 0.314476 cerevisiae)
POM121L9P 222253_s_at POM121 membrane glycoprotein-like 9 (rat) 0.0053544 0.9913072 0.4984525 pseudogene
6-Sep 212413_at septin 6 0.0057778 0.9913072 0.5310485
NA 235274_at NA 0.0057811 0.9913072 0.5455783
NA 236592_at NA 0.0059805 0.9913072 0.5788008
PNKP 218961_s_at polynucleotide kinase 3@#$%&- 0.0062114 0.9913072 1.6995573 phosphatase
THSD7A 214920_at thrombospondin, type I, domain containing 0.0062364 0.9913072 0.3822614 7A
CPM 235019_at carboxypeptidase M 0.0066804 0.9913072 0.3709829 KCTD11 235857_at potassium channel tetramerisation domain 0.0067233 0.9913072 2.0062071 containing 11
KRR1 232441_at KRR1, small subunit (SSU) processome 0.00704 0.9913072 0.5056537 component, homolog (yeast)
PITPNC1 219155_at phosphatidylinositol transfer protein, 0.0073711 0.9913072 0.5961627 cytoplasmic 1
NA 213705_at NA 0.007495 0.9913072 0.4530666
LOC100132430 214182_at hypothetical LOC100132430 0.0078264 0.9913072 0.5352828
HP1BP3 229204_at heterochromatin protein 1, binding protein 3 0.00794 0.9913072 0.58305
TNFRSF10A 231775_at tumor necrosis factor receptor superfamily, 0.0080608 0.9913072 0.5099776 member 10a
NA 231484_at NA 0.0082447 0.9913072 0.4695896
PRMT1 206445_s_at protein arginine methyltransferase 1 0.0085897 0.9913072 1.7887033
CNN3 228297_at calponin 3, acidic 0.0088275 0.9913072 0.455391
STAT3 243213_at signal transducer and activator of 0.0088678 0.9913072 0.4965778 transcription 3 (acute-phase response factor)
FAM86B1 65585_at family with sequence similarity 86, member 0.0091584 0.9913072 1.85688 B1
SH3KBP1 235692_at SH3-domain kinase binding protein 1 0.0093252 0.9913072 0.591637
NA 239907_at NA 0.0093355 0.9913072 0.3655385
HGF 209960_at hepatocyte growth factor (hepapoietin A; 0.0093767 0.9913072 0.4720159 scatter factor)
NA 242397_at NA 0.0095407 0.9913072 0.377448
CATSPER2 1561405_s_at cation channel, sperm associated 2 0.0098016 0.9913072 1.6568168
ERO1L 222646_s_at ERO1-like (S. cerevisiae) 0.0099056 0.9913072 0.6118214
IDH3G 202471_s_at isocitrate dehydrogenase 3 (NAD+) gamma 0.0103207 0.9913072 1.5550527
NA 226365_at NA 0.0105412 0.9913072 0.6073307
GPRIN3 1556698_a_at GPRIN family member 3 0.0105564 0.9913072 0.6549646
NA 1566342_at NA 0.0108587 0.9913072 0.4650578
PPP2R5C 1557718_at protein phosphatase 2, regulatory subunit 0.0110155 0.9913072 0.5251526 B@#$%&, gamma isoform
FYB 211794_at FYN binding protein (FYB-120/130) 0.0112537 0.9913072 0.5614993
TWIST1 213943_at twist homolog 1 (Drosophila) 0.0116602 0.9913072 0.5350974
OBFC2A 233085_s_at oligonucleotide/oligosaccharide-binding fold 0.0118959 0.9913072 0.4534448 containing 2A
NA 232835_at NA 0.0119891 0.9913072 0.6310771
DNAJC13 1560020_at DnaJ (Hsp40) homolog, subfamily C, 0.0123426 0.9913072 1.5664626 member 13
SYK 244023_at spleen tyrosine kinase 0.0124291 0.9913072 0.3928391
SYNPO2L 243313_at synaptopodin 2-like 0.0124683 0.9913072 1.6573898
STEAP1 205542_at six transmembrane epithelial antigen of the 0.0125049 0.9913072 0.4392555 prostate 1
ACOX2 205364_at acyl-Coenzyme A oxidase 2, branched chain 0.0127468 0.9913072 1.5880573
CTSC 225646_at cathepsin C 0.0130762 0.9913072 0.4501248
DCP2 244777_at DCP2 decapping enzyme homolog (S. 0.0130986 0.9913072 0.6262102 cerevisiae)
FBXL3 242829_x_at F-box and leucine-rich repeat protein 3 0.0132872 0.9913072 0.3470831 NA 236921_at NA 0.0134885 0.9913072 0.5898935
ZC3H12D 1559263_s_at zinc finger CCCH-type containing 12D 0.0135231 0.9913072 0.6001638
DLC1 220512_at deleted in liver cancer 1 0.013525 0.9913072 0.5404732
HIVEP3 235122_at human immunodeficiency virus type I 0.0136699 0.9913072 0.5747972 enhancer binding protein 3
LMO7 241140_at LIM domain 7 0.0136915 0.9913072 0.5051105
NA 240232_at NA 0.0137634 0.9913072 0.4723528
ASMTL 36554_at acetylserotonin O-methyltransferase-like 0.0138443 0.9913072 2.1604545
PER3 1569701_at period homolog 3 (Drosophila) 0.013992 0.9913072 2.3551093
ROR1 205805_s_at receptor tyrosine kinase-like orphan receptor 0.0143093 0.9913072 2.0305321 1
STAT4 206118_at signal transducer and activator of 0.0144971 0.9913072 0.556929 transcription 4
LZTS1 47550_at leucine zipper, putative tumor suppressor 1 0.0145891 0.9913072 0.5121251
TM4SF18 228489_at transmembrane 4 L six family member 18 0.0145942 0.9913072 0.4841238
CCDC102A 232051_at coiled-coil domain containing 102A 0.0152067 0.9913072 1.5958458
NA 240019_at NA 0.0154648 0.9913072 0.4546053
MLF2 200948_at myeloid leukemia factor 2 0.0155736 0.9913072 1.6586876
FAM149A 214889_at family with sequence similarity 149, 0.0157888 0.9913072 1.7287745 member A
NA 242968_at NA 0.0158339 0.9913072 0.5183042
MYOZ1 219509_at myozenin 1 0.0159267 0.9913072 1.55115
RFX6 1552673_at regulatory factor X, 6 0.0160027 0.9913072 0.8947108
FAM85A 227917_at family with sequence similarity 85, member 0.016082 0.9913072 1.6639345 A
MRPL38 225103_at mitochondrial ribosomal protein L38 0.0162002 0.9913072 1.5571097
THBS1 201109_s_at thrombospondin 1 0.0163735 0.9913072 0.5349754
NA 1558299_at NA 0.0164316 0.9913072 0.6720068
ANXA6 200982_s_at annexin A6 0.0165673 0.9913072 1.7850808
ERI3 208973_at exoribonuclease 3 0.016719 0.9913072 1.5941935
TTN 242771_at titin 0.0167691 0.9913072 1.6518375
CCDC69 212886_at coiled-coil domain containing 69 0.016813 0.9913072 1.507653
C1orf86 229113_s_at chromosome 1 open reading frame 86 0.0169767 0.9913072 1.5080523
IL1A 208200_at interleukin 1, alpha 0.0170529 0.9913072 0.5507049
DGCR14 204383_at DiGeorge syndrome critical region gene 14 0.0172718 0.9913072 1.5724772
RPL27A 212044_s_at ribosomal protein L27a 0.0173191 0.9913072 0.574372
NA 236571_at NA 0.0174376 0.9913072 0.4114869
VEGFA 210512_s_at vascular endothelial growth factor A 0.0174886 0.9913072 0.5904196
ADAP2 222876_s_at ArfGAP with dual PH domains 2 0.0177546 0.9913072 0.6413053
RASGRF2 228109_at Ras protein-specific guanine nucleotide- 0.0178562 0.9913072 0.6280951 releasing factor 2
FAM101B 226876_at family with sequence similarity 101, 0.0179484 0.9913072 0.5402046 member B
NCAM1 212843_at neural cell adhesion molecule 1 0.0180103 0.9913072 0.4943807
POLE3 208828_at polymerase (DNA directed), epsilon 3 (p17 0.0180366 0.9913072 1.5910197 subunit)
NA 235743_at NA 0.0180406 0.9913072 0.5092879 KRT4 213240_s_at keratin 4 0.0181636 0.9913072 1.8456264
NTRK3 217377_x_at neurotrophic tyrosine kinase, receptor, type 0.0183369 0.9913072 1.8392137 3
E2F3 203693_s_at E2F transcription factor 3 0.0184495 0.9913072 0.5888585
NA 243183_at NA 0.0184839 0.9913072 0.5561876
EEF1D 214395_x_at eukaryotic translation elongation factor 1 0.01863 0.9913072 0.5200997 delta (guanine nucleotide exchange protein)
LOC727820 231247_s_at hypothetical protein LOC727820 0.0187138 0.9913072 0.5557303
NA 237176_at NA 0.0187555 0.9913072 0.6820739
MED29 225708_at mediator complex subunit 29 0.0188131 0.9913072 1.6882892
TMEFF2 224321_at transmembrane protein with EGF-like and 0.0188362 0.9913072 0.4949167 two follistatin-like domains 2
IDH2 210046_s_at isocitrate dehydrogenase 2 (NADP+), 0.0188468 0.9913072 1.7712324 mitochondrial
NA 1557632_at NA 0.0188898 0.9913072 0.5419998
LOC440944 1555858_at hypothetical LOC440944 0.0190277 0.9913072 1.6439497
RNF125 235199_at ring finger protein 125 0.0191633 0.9913072 0.4636918
PYGB 201481_s_at phosphorylase, glycogen; brain 0.0191895 0.9913072 1.7767896
NA 213048_s_at NA 0.0191977 0.9913072 0.4831417
RPL27A 223707_at ribosomal protein L27a 0.019244 0.9913072 1.5343023
NA 227665_at NA 0.0193841 0.9913072 0.6220426
LEAP2 1552362_a_at liver expressed antimicrobial peptide 2 0.0195025 0.9913072 0.6327363
OBFC2A 222872_x_at oligonucleotide/oligosaccharide-binding fold 0.019516 0.9913072 0.4905981 containing 2A
FAM149A 214890_s_at family with sequence similarity 149, 0.0196238 0.9913072 1.8613193 member A
FAM101B 226905_at family with sequence similarity 101, 0.0198607 0.9913072 0.5394198 member B
NA 243756_at NA 0.0200941 0.9913072 0.3647235
ABL2 231907_at v-abl Abelson murine leukemia viral 0.0203484 0.9913072 1.6987097 oncogene homolog 2 (arg, Abelson-related gene)
NA 216246_at NA 0.0203603 0.9913072 0.5334423
APLP2 228520_s_at amyloid beta (A4) precursor-like protein 2 0.0204158 0.9913072 0.5920002
RPS27A 242214_at ribosomal protein S27a 0.0205283 0.9913072 0.582027
NA 213813_x_at NA 0.0205306 0.9913072 0.5337055
ROBO2 226709_at roundabout, axon guidance receptor, 0.020715 0.9913072 0.5642216 homolog 2 (Drosophila)
NA 1558605_at NA 0.0207527 0.9913072 1.4906206
NA 238009_at NA 0.0209136 0.9913072 0.5929444
NA 215029_at NA 0.0209194 0.9913072 0.5766432
PAPPA 1559400_s_at pregnancy-associated plasma protein A, 0.0209715 0.9913072 0.4928106 pappalysin 1
PCDH7 210273_at protocadherin 7 0.0210958 0.9913072 2.1332432
QKI 241938_at quaking homolog, KH domain RNA binding 0.0212625 0.9913072 0.3483255 (mouse)
EHBP1L1 91703_at EH domain binding protein 1-like 1 0.0216188 0.9913072 2.0069868
HMG20B 210719_s_at high-mobility group 20B 0.0216659 0.9913072 1.6078151
NA 213879_at NA 0.0217621 0.9913072 0.6297194 NAIP 204860_s_at NLR family, apoptosis inhibitory protein 0.022266 0.9913072 0.5299025
NA 230959_at NA 0.0223002 0.9913072 0.5261256
CTSC 231234_at cathepsin C 0.0223494 0.9913072 0.5963279
LOC144571 1564139_at hypothetical protein LOC144571 0.0224991 0.9913072 0.6046607
PEBP1 211941_s_at phosphatidylethanolamine binding protein 1 0.0225327 0.9913072 1.5998284
NA 237104_at NA 0.0225993 0.9913072 0.6323796
VDR 204254_s_at vitamin D (1,25- dihydroxyvitamin D3) 0.022637 0.9913072 0.4576312 receptor
NTRK3 217033_x_at neurotrophic tyrosine kinase, receptor, type 0.0227025 0.9913072 1.801638 3
LDOC1 204454_at leucine zipper, down-regulated in cancer 1 0.0229187 0.9913072 1.5847795
CRY2 212695_at cryptochrome 2 (photolyase-like) 0.0230588 0.9913072 1.365966
LOC100133484 238900_at similar to Major histocompatibility complex, 0.0230606 0.9913072 0.3591865 class II, DR beta 4
NA 238920_at NA 0.0233162 0.9913072 0.7322632
CYP1B1 202436_s_at cytochrome P450, family 1, subfamily B, 0.0233227 0.9913072 0.3554015 polypeptide 1
NA 243561_at NA 0.0233613 0.9913072 0.4538001
NTRK3 215115_x_at neurotrophic tyrosine kinase, receptor, type 0.0233621 0.9913072 1.7565984 3
C1orf144 212005_at chromosome 1 open reading frame 144 0.0235095 0.9913072 1.8460611
NA 237172_at NA 0.0235696 0.9913072 1.3823695
NA 1559436_x_at NA 0.0236591 0.9913072 0.5686513
ABCC9 1557374_at ATP-binding cassette, sub-family C 0.0236662 0.9913072 0.5417522 (CFTR/MRP), member 9
THBS1 201110_s_at thrombospondin 1 0.0239809 0.9913072 0.446528
BACH2 236796_at BTB and CNC homology 1, basic leucine 0.0242891 0.9913072 0.5254527 zipper transcription factor 2
LILRB1 229937_x_at leukocyte immunoglobulin-like receptor, 0.0246479 0.9913072 0.5940855 subfamily B (with TM and ITIM domains), member 1
DAB2 201280_s_at disabled homolog 2, mitogen-responsive 0.0246569 0.9913072 0.4128252 phosphoprotein (Drosophila)
NA 243366_s_at NA 0.0247143 0.9913072 0.4492646
C9orf33 217130_at chromosome 9 open reading frame 33 0.0248148 0.9913072 0.6272287
SLC2A3 202497_x_at solute carrier family 2 (facilitated glucose 0.0248222 0.9913072 0.6278402 transporter), member 3
LOC100170939 214850_at glucuronidase, beta pseudogene 0.0248926 0.9913072 0.6077436
VPS18 223346_at vacuolar protein sorting 18 homolog (S. 0.0249083 0.9913072 1.5573457 cerevisiae)
MCPH1 1554155_at microcephalin 1 0.0250434 0.9913072 0.5560028
TM4SF18 230061_at transmembrane 4 L six family member 18 0.0254783 0.9913072 0.3455158
NA 229849_at NA 0.0258341 0.9913072 1.9354205
FBXL22 241350_at F-box and leucine-rich repeat protein 22 0.0258378 0.9913072 1.5344829
CCDC69 1553102_a_at coiled-coil domain containing 69 0.0260903 0.9913072 1.6983095
INHBC 207688_s_at inhibin, beta C 0.0261144 0.9913072 0.5992369 PTPRO 211600_at protein tyrosine phosphatase, receptor type, 0.0262174 0.9913072 1.6540914 O
MIRHG2 229437_at microRNA host gene 2 (non-protein coding) 0.0262211 0.9913072 0.4933694
NA 242480_at NA 0.0263602 0.9913072 0.4812714
RPL37A 214041_x_at ribosomal protein L37a 0.0265011 0.9913072 0.5956481
MCL1 214057_at myeloid cell leukemia sequence 1 (BCL2- 0.0265703 0.9913072 0.6237113 related)
TMEM132C 232313_at transmembrane protein 132C 0.0267488 0.9913072 0.6563002
TXN 216609_at thioredoxin 0.0268969 0.9913072 0.617715
ITGA6 201656_at integrin, alpha 6 0.0269621 0.9913072 0.4872863
NA 244054_at NA 0.0271453 0.9913072 0.6209078
BMP2K 59644_at BMP2 inducible kinase 0.0272504 0.9913072 0.553151
TMTC1 224397_s_at transmembrane and tetratricopeptide repeat 0.0272715 0.9913072 0.6595777 containing 1
LPAR1 204037_at lysophosphatidic acid receptor 1 0.0275661 0.9913072 0.6423543
ITPKB 235213_at inositol 1,4,5-trisphosphate 3-kinase B 0.0276105 0.9913072 0.4044254
PDIA5 203857_s_at protein disulfide isomerase family A, 0.0276924 0.9913072 1.6385378 member 5
HAVCR2 235458_at hepatitis A virus cellular receptor 2 0.0277154 0.9913072 0.6542807
VARS 201797_s_at valyl-tRNA synthetase 0.0279616 0.9913072 1.58353
NA 1563075_s_at NA 0.0280708 0.9913072 0.543617
ATP6V0E2 213587_s_at ATPase, H+ transporting V0 subunit e2 0.0287273 0.9913072 1.470399
NA 233690_at NA 0.0287698 0.9913072 0.6187599
NA 230820_at NA 0.0289587 0.9913072 0.6113732
SMTN 209427_at smoothelin 0.0290671 0.9913072 2.1343983
KAT5 209192_x_at K(lysine) acetyltransferase 5 0.0293221 0.9913072 1.5682291
NA 1563473_at NA 0.0293493 0.9913072 0.6164532
ROD1 224618_at ROD1 regulator of differentiation 1 (S. 0.0295306 0.9913072 0.6156955 pombe)
PDLIM3 210170_at PDZ and LIM domain 3 0.029604 0.9913072 1.8060344
THRA 204100_at thyroid hormone receptor, alpha 0.0297535 0.9913072 1.5184773 (erythroblastic leukemia viral (v-erb-a) oncogene homolog, avian)
NA 230733_at NA 0.0298742 0.9913072 0.4668269
ETV5 230102_at ets variant 5 0.0299641 0.9913072 0.6287517
TRIM26 242618_at tripartite motif-containing 26 0.0301526 0.9913072 0.6618969
FLJ32810 230047_at Rho-type GTPase-activating protein 0.0302694 0.9913072 0.576896 FLJ32810
NA 1559057_at NA 0.0304852 0.9913072 0.6526711
FAM120A 1555948_s_at family with sequence similarity 120A 0.0305233 0.9913072 0.6425512
DKFZP434L187 230861_at hypothetical LOC26082 0.0305529 0.9913072 0.5146465
SEMA5B 223610_at sema domain, seven thrombospondin repeats 0.0305863 0.9913072 1.4685478 (type 1 and type 1-like), transmembrane domain (TM) and short cytoplasmic domain, (semaphorin) 5B
NA 244665_at NA 0.0308025 0.9913072 0.4932473
FKBP1A 210187_at FK506 binding protein 1A, 12kDa 0.0308035 0.9913072 0.6063258 GMFB 202543_s_at glia maturation factor, beta 0.0309757 0.9913072 0.5405001
NA 232203_at NA 0.0310041 0.9913072 1.6455088
USP2 229337_at ubiquitin specific peptidase 2 0.0311736 0.9913072 1.6526199
AHNAK2 212992_at AHNAK nucleoprotein 2 0.0312118 0.9913072 1.5105114
NA 230913_at NA 0.0314103 0.9913072 0.5241051
KAT5 214258_x_at K(lysine) acetyltransferase 5 0.0314326 0.9913072 1.5757526
SYTL3 1562255_at synaptotagmin-like 3 0.0314332 0.9913072 0.5507314
FHOD3 218980_at formin homology 2 domain containing 3 0.0314488 0.9913072 2.0548185
CASC3 207842_s_at cancer susceptibility candidate 3 0.0315266 0.9913072 1.5518787
PLAGL2 202924_s_at pleiomorphic adenoma gene-like 2 0.0315591 0.9913072 1.5038006
NA 242021_at NA 0.0315778 0.9913072 0.5973007
RHOD 209885_at ras homolog gene family, member D 0.0316924 0.9913072 1.5170973
NA 1562468_at NA 0.0317142 0.9913072 0.624339
AHSA1 201491_at AHA1, activator of heat shock 90kDa 0.031948 0.9913072 1.6180226 protein ATPase homolog 1 (yeast)
NUDT16 235054_at nudix (nucleoside diphosphate linked moiety 0.0319657 0.9913072 1.3041277 X)-type motif 16
ADCK2 221893_s_at aarF domain containing kinase 2 0.0319699 0.9913072 1.5787645
MIF4GD 231727_s_at MIF4G domain containing 0.0319818 0.9913072 1.6253789
CPEB4 224829_at cytoplasmic polyadenylation element 0.0320158 0.9913072 0.4907696 binding protein 4
MDM4 235589_s_at Mdm4 p53 binding protein homolog 0.0320206 0.9913072 0.5655264 (mouse)
C18orf34 1558820_a_at chromosome 18 open reading frame 34 0.0320752 0.9913072 0.5598032
LOC150763 235557_at hypothetical protein LOC150763 0.0323058 0.9913072 0.6106757
DOCK4 205003_at dedicator of cytokinesis 4 0.0324413 0.9913072 0.5900478
PTP4A1 200730_s_at protein tyrosine phosphatase type IVA, 0.0324679 0.9913072 0.6176361 member 1
MEOX1 205619_s_at mesenchyme homeobox 1 0.0324777 0.9913072 0.5369893
ACO2 200793_s_at aconitase 2, mitochondrial 0.0326536 0.9913072 1.5495539
ATP6V0E1 214149_s_at ATPase, H+ transporting, lysosomal 9kDa, 0.0326782 0.9913072 0.5724628 V0 subunit e1
ACTG2 202274_at actin, gamma 2, smooth muscle, enteric 0.0327458 0.9913072 1.3264769
CAD 202715_at carbamoyl-phosphate synthetase 2, aspartate 0.032894 0.9913072 1.5010691 transcarbamylase, and dihydroorotase
MCTP1 220122_at multiple C2 domains, transmembrane 1 0.0330027 0.9913072 0.3887517
ERICH1 236467_at glutamate-rich 1 0.0331126 0.9913072 0.7317152
ZFHX3 208033_s_at zinc finger homeobox 3 0.0331824 0.9913072 1.7281588
RNF41 201962_s_at ring finger protein 41 0.0332017 0.9913072 1.4761121
OLAH 219975_x_at oleoyl-ACP hydrolase 0.033212 0.9913072 0.7328481
ARHGAP29 1560318_at Rho GTPase activating protein 29 0.033264 0.9913072 0.6532639
LGALS3BP 200923_at lectin, galactoside-binding, soluble, 3 0.0334781 0.9913072 1.59621 binding protein
PCDH7 205534_at protocadherin 7 0.0336074 0.9913072 1.7837042
NR1H2 218215_s_at nuclear receptor subfamily 1, group H, 0.0336155 0.9913072 1.638592 member 2
KIAA1958 230166_at KIAA1958 0.0336722 0.9913072 1.585602 GARNL3 238227_at GTPase activating Rap/RanGAP domain- 0.0342648 0.9913072 1.6950519 like 3
NTRK3 206462_s_at neurotrophic tyrosine kinase, receptor, type 0.0344753 0.9913072 2.0971952 3
TNFRSF1B 203508_at tumor necrosis factor receptor superfamily, 0.0346906 0.9913072 0.6081538 member 1B
RECQL 212917_x_at RecQ protein-like (DNA helicase Q1-like) 0.0346991 0.9913072 0.5801468
GADD45B 213560_at growth arrest and DNA-damage-inducible, 0.0347505 0.9913072 0.595008 beta
RFC5 213734_at replication factor C (activator 1) 5, 36.5kDa 0.034856 0.9913072 0.5563099
THOC4 226320_at THO complex 4 0.0350443 0.9913072 0.5958045
PRKXP1 235987_at protein kinase, X-linked, pseudogene 1 0.0351117 0.9913072 0.4946252
LOC493754 1569296_a_at RAB guanine nucleotide exchange factor 0.0351305 0.9913072 1.3983095 (GEF) 1 pseudogene
C21orf86 228908_s_at chromosome 21 open reading frame 86 0.0352102 0.9913072 0.668137
LOC100130744 236228_at hypothetical LOC100130744 0.0352346 0.9913072 1.3862272
NA 240468_at NA 0.0353902 0.9913072 0.6072184
PPP2R1A 200695_at protein phosphatase 2 (formerly 2A), 0.0355115 0.9913072 1.6895654 regulatory subunit A, alpha isoform
COCH 1554241_at coagulation factor C homolog, cochlin 0.0355522 0.9913072 0.5594512 (Limulus polyphemus)
GADD45G 204121_at growth arrest and DNA-damage-inducible, 0.03557 0.9913072 2.0429815 gamma
NA 1565913_at NA 0.0356106 0.9913072 0.6139082
DUS3L 224966_s_at dihydrouridine synthase 3-like (S. 0.0356301 0.9913072 1.5627469 cerevisiae)
NA 234180_at NA 0.0358165 0.9913072 0.5040408
PTOV1 212032_s_at prostate tumor overexpressed 1 0.0358366 0.9913072 1.6513896
ARGLU1 228477_at arginine and glutamate rich 1 0.0359185 0.9913072 0.5249957
NA 224549_x_at NA 0.0359571 0.9913072 0.4920339
NUMB 236930_at numb homolog (Drosophila) 0.0359621 0.9913072 0.556978
MAP2K2 202424_at mitogen-activated protein kinase kinase 2 0.0361286 0.9913072 1.6675538
NA 222249_at NA 0.036287 0.9913072 0.69545
NA 230391_at NA 0.0363445 0.9913072 0.4741369
TAGLN 1555724_s_at transgelin 0.0365789 0.9913072 1.5400386
NA 241506_at NA 0.0367993 0.9913072 1.8747083
NA 241508_at NA 0.0368527 0.9913072 0.5353355
STARD10 223103_at StAR-related lipid transfer (START) domain 0.0369791 0.9913072 1.7408359 containing 10
NA 221127_s_at NA 0.0370486 0.9913072 0.6513508
KAT5 206689_x_at K(lysine) acetyltransferase 5 0.0375591 0.9913072 1.6782307
NR1D2 225768_at nuclear receptor subfamily 1, group D, 0.037615 0.9913072 2.6985247 member 2
IL7R 205798_at interleukin 7 receptor 0.0376746 0.9913072 0.366342
NA 214316_x_at NA 0.0377636 0.9913072 0.6041321
TRAM1 210733_at translocation associated membrane protein 1 0.0377642 0.9913072 0.601157
NA 227210_at NA 0.0378013 0.9913072 0.5470259
NGEF 227240_at neuronal guanine nucleotide exchange factor 0.0378199 0.9913072 1.532969 COG1 227784_s_at component of oligomeric golgi complex 1 0.0379177 0.9913072 1.5924982
OSGIN2 1554414_a_at oxidative stress induced growth inhibitor 0.0379238 0.9913072 1.4698503 family member 2
ZNF326 227680_at zinc finger protein 326 0.0382734 0.9913072 0.641007
RNF216 218425_at ring finger protein 216 0.0383246 0.9913072 1.6845438
NA 1560706_at NA 0.0384409 0.9913072 0.5697766
C17orf42 238295_at chromosome 17 open reading frame 42 0.0385303 0.9913072 0.554735
NA 240238_at NA 0.038594 0.9913072 0.6202789
MYO1D 212338_at myosin ID 0.0390421 0.9913072 1.7009093
ILK 201234_at integrin-linked kinase 0.0391429 0.9913072 1.5020875
NA 244267_at NA 0.0391933 0.9913072 0.5181673
IGFBP3 210095_s_at insulin-like growth factor binding protein 3 0.039295 0.9913072 0.5736228
SERAC1 1569864_at serine active site containing 1 0.0395327 0.9913072 0.7530155
EIF3C 200647_x_at eukaryotic translation initiation factor 3, 0.0396325 0.9913072 1.5111996 subunit C
SLC25A37 242335_at solute carrier family 25, member 37 0.0396424 0.9913072 0.7436605
C7orf20 223811_s_at chromosome 7 open reading frame 20 0.0396862 0.9913072 1.5759804
MFAP4 212713_at microfibrillar-associated protein 4 0.0397409 0.9913072 1.7074267
NLRC3 236295_s_at NLR family, CARD domain containing 3 0.0398175 0.9913072 0.5146997
NA 242733_at NA 0.040079 0.9913072 0.4503528
CPEB2 235479_at cytoplasmic polyadenylation element 0.0401216 0.9913072 0.606548 binding protein 2
NA 235147_at NA 0.0401984 0.9913072 0.569471
SLC44A1 228486_at solute carrier family 44, member 1 0.0402113 0.9913072 0.5922104
TMEM106A 1552302_at transmembrane protein 106A 0.040255 0.9913072 0.5441975
RECQL 205091_x_at RecQ protein-like (DNA helicase Q1-like) 0.0402619 0.9913072 0.6691216
C21orf86 228909_at chromosome 21 open reading frame 86 0.0403629 0.9913072 0.7418999
PMM1 203467_at phosphomannomutase 1 0.0404209 0.9913072 1.555309
RASGRP2 208206_s_at RAS guanyl releasing protein 2 (calcium and 0.040695 0.9913072 1.4033935 DAG-regulated)
NA 224348_s_at NA 0.0407304 0.9913072 0.4716678
ENC1 201340_s_at ectodermal-neural cortex (with BTB-like 0.0408764 0.9913072 0.4186858 domain)
NA 240608_at NA 0.0409799 0.9913072 1.7215056
PYGM 205577_at phosphorylase, glycogen, muscle 0.0415504 0.9913072 1.6113174
S100A8 214370_at S100 calcium binding protein A8 0.0417665 0.9913072 0.7296157
NA 238378_at NA 0.0419639 0.9913072 0.643291
SFRS1 201742_x_at splicing factor, arginine/serine-rich 1 0.0419885 0.9913072 1.5986172
NA 235385_at NA 0.0420757 0.9913072 0.5552315
OAZ2 201365_at ornithine decarboxylase antizyme 2 0.0421055 0.9913072 1.6592326
FAM48A 216682_s_at family with sequence similarity 48, member 0.0421196 0.9913072 0.5791548 A
ABCB1 243951_at ATP-binding cassette, sub-family B 0.0421514 0.9913072 0.62377 (MDR/TAP), member 1
SMC4 201663_s_at structural maintenance of chromosomes 4 0.0422707 0.9913072 0.6430737
ROR1 211057_at receptor tyrosine kinase-like orphan receptor 0.0422737 0.9913072 1.5944933 1
NA 243178_at NA 0.0423387 0.9913072 0.5850629 VRK3 221999_at vaccinia related kinase 3 0.0423653 0.9913072 1.4339991
NA 242500_at NA 0.0424612 0.9913072 0.5107641
MYO1G 244654_at myosin IG 0.042498 0.9913072 0.5600867
TRIM28 200990_at tripartite motif-containing 28 0.042608 0.9913072 1.5760361
PIM1 209193_at pim-1 oncogene 0.0426514 0.9913072 0.6857046
SLC25A6 212085_at solute carrier family 25 (mitochondrial 0.0427641 0.9913072 1.8981591 carrier; adenine nucleotide translocator), member 6
NA 240248_at NA 0.0430073 0.9913072 0.6003525
SDK1 229407_at sidekick homolog 1, cell adhesion molecule 0.0434576 0.9913072 1.6241467 (chicken)
ENPEP 204844_at glutamyl aminopeptidase (aminopeptidase 0.0435709 0.9913072 0.4481421 A)
IFNAR2 204786_s_at interferon (alpha, beta and omega) receptor 2 0.0436631 0.9913072 0.5598719
ELOVL5 214153_at ELOVL family member 5, elongation of 0.0437349 0.9913072 0.5387797 long chain fatty acids (FEN1/Elo2, SUR4/Elo3-like, yeast)
BMP2K 219546_at BMP2 inducible kinase 0.0437999 0.9913072 0.6240758
TCEA3 226388_at transcription elongation factor A (SII), 3 0.0439879 0.9913072 1.4164564
CBFA2T3 208056_s_at core-binding factor, runt domain, alpha 0.0440404 0.9913072 0.6039146 subunit 2; translocated to, 3
NA 242384_at NA 0.0442564 0.9913072 0.6189114
PDIA4 211048_s_at protein disulfide isomerase family A, 0.0443587 0.9913072 0.6279341 member 4
EIF3C 210949_s_at eukaryotic translation initiation factor 3, 0.0443695 0.9913072 1.5911918 subunit C
C7orf27 225437_s_at chromosome 7 open reading frame 27 0.0444146 0.9913072 1.5101133
HEMK1 218621_at HemK methyltransferase family member 1 0.0445085 0.9913072 1.3418424
TSHZ2 238577_s_at teashirt zinc finger homeobox 2 0.0445276 0.9913072 0.6478851
LOX 215446_s_at lysyl oxidase 0.0446001 0.9913072 0.6324715
MORC2 216863_s_at MORC family CW-type zinc finger 2 0.0446275 0.9913072 1.6478407
LOC100131043 244029_at hypothetical LOC100131043 0.0447069 0.9913072 0.6243744
NA 238915_at NA 0.044718 0.9913072 0.7240266
LOC728153 233204_at similar to FAM133B protein 0.044776 0.9913072 0.7306897
TIA1 201450_s_at TIA1 cytotoxic granule-associated RNA 0.0450618 0.9913072 0.7051485 binding protein
SOX17 230943_at SRY (sex determining region Y)-box 17 0.0451049 0.9913072 0.480573
PPP1R11 1566303_s_at protein phosphatase 1, regulatory (inhibitor) 0.0453266 0.9913072 1.7172406 subunit 11
MYOT 219728_at myotilin 0.0453855 0.9913072 0.728225
BCL11B 222895_s_at B-cell CLL/lymphoma 11B (zinc finger 0.045464 0.9913072 0.4804431 protein)
CAPNS1 200001_at calpain, small subunit 1 0.0455275 0.9913072 1.6266201
NA 1558444_at NA 0.0455294 0.9913072 0.471299
SYK 207540_s_at spleen tyrosine kinase 0.0458156 0.9913072 0.6457768
C1QTNF1 224197_s_at C1q and tumor necrosis factor related 0.0458647 0.9913072 1.4422943 protein 1
NR1D1 31637_s_at nuclear receptor subfamily 1, group D, 0.0461021 0.9913072 1.5998896 member 1 C16orf14 1553715_s_at chromosome 16 open reading frame 14 0.0461127 0.9913072 1.6165114
SMPD2 205622_at sphingomyelin phosphodiesterase 2, neutral 0.0461326 0.9913072 1.7112235 membrane (neutral sphingomyelinase)
ARHGAP26 205068_s_at Rho GTPase activating protein 26 0.0461746 0.9913072 0.6831768
ITIH4 37201_at inter-alpha (globulin) inhibitor H4 (plasma 0.0462772 0.9913072 1.6423832 Kallikrein-sensitive glycoprotein)
MAFIP 227330_x_at MAFF interacting protein 0.0463202 0.9913072 1.7388838
SCAND1 218206_x_at SCAN domain containing 1 0.0465237 0.9913072 1.6870916
NA 243170_at NA 0.0465502 0.9913072 1.6743349
CAMK2N1 229163_at calcium/calmodulin-dependent protein 0.0465644 0.9913072 0.6305586 kinase II inhibitor 1
SNTA1 203516_at syntrophin, alpha 1 (dystrophin-associated 0.0465937 0.9913072 1.4154642 protein A1, 59kDa, acidic component)
NA 1564840_at NA 0.0466575 0.9913072 0.6370277
NA 1559391_s_at NA 0.0467343 0.9913072 0.4011513
BANF1 210125_s_at barrier to autointegration factor 1 0.0467727 0.9913072 1.5115369
PSMD7 244515_at proteasome (prosome, macropain) 26S 0.0467919 0.9913072 0.6783723 subunit, non-ATPase, 7
LOC284837 1563088_a_at hypothetical LOC284837 0.0467987 0.9913072 0.701128
HSPB1 201841_s_at heat shock 27kDa protein 1 0.0468021 0.9913072 1.5023169
TMEM35 219685_at transmembrane protein 35 0.0468183 0.9913072 1.849308
SIVA1 203489_at SIVA1, apoptosis-inducing factor 0.0469258 0.9913072 1.4132856
AGPAT9 224480_s_at 1-acylglycerol-3-phosphate O- 0.0469299 0.9913072 0.4928686 acyltransferase 9
NA 232687_at NA 0.0469653 0.9913072 0.5291294
HBS1L 209315_at HBS1-like (S. cerevisiae) 0.0470293 0.9913072 1.7298753
TCF4 212386_at transcription factor 4 0.0471246 0.9913072 0.6578932
SELE 206211_at selectin E 0.0472654 0.9913072 0.3024285
SUPT6H 208420_x_at suppressor of Ty 6 homolog (S. cerevisiae) 0.0473592 0.9913072 1.5209362
NA 239154_at NA 0.0474537 0.9913072 0.6464278
C19orf39 227352_at chromosome 19 open reading frame 39 0.0474577 0.9913072 1.3341774
LOC284757 236846_at hypothetical protein LOC284757 0.0475462 0.9913072 0.6604561
NECAB3 210720_s_at N-terminal EF-hand calcium binding protein 0.0476027 0.9913072 1.5064902 3
SEPP1 201427_s_at selenoprotein P, plasma, 1 0.0477609 0.9913072 0.6900388
SLC25A1 210010_s_at solute carrier family 25 (mitochondrial 0.0479595 0.9913072 1.5470635 carrier; citrate transporter), member 1
SLC25A11 207088_s_at solute carrier family 25 (mitochondrial 0.0480774 0.9913072 1.6554813 carrier; oxoglutarate carrier), member 11
NA 229226_at NA 0.048088 0.9913072 1.4870073
DDAH2 202262_x_at dimethylarginine dimethylaminohydrolase 2 0.0482862 0.9913072 1.5235071
ABHD14A 210006_at abhydrolase domain containing 14A 0.0484736 0.9913072 1.376815
SPP1 209875_s_at secreted phosphoprotein 1 0.0485659 0.9913072 0.3063859
PLAGL1 207002_s_at pleiomorphic adenoma gene-like 1 0.0486636 0.9913072 0.6720035
TMEM38B 222735_at transmembrane protein 38B 0.0487074 0.9913072 0.5473235 LOC81691 208107_s_at exonuclease NEF-sp 0.0487612 0.9913072 1.5895986
TPD52L1 210372_s_at tumor protein D52-like 1 0.0491161 0.9913072 1.5740724
GLB1L2 213713_s_at galactosidase, beta 1-like 2 0.0492667 0.9913072 1.7033326
PSAT1 223062_s_at phosphoserine aminotransferase 1 0.0492709 0.9913072 0.5751788
UBAC1 202151_s_at UBA domain containing 1 0.0493026 0.9913072 1.5977257
CCRK 205271_s_at cell cycle related kinase 0.0495276 0.9913072 1.6928404
CAB39L 225915_at calcium binding protein 39-like 0.0495726 0.9913072 1.8008354
NA 232583_at NA 0.0496993 0.9913072 0.6610002
NRXN3 205795_at neurexin 3 0.0497163 0.9913072 2.0798767
ADM 202912_at adrenomedullin 0.0497483 0.9913072 0.5025873
SH2D1A 210116_at SH2 domain protein 1A 0.0497674 0.9913072 0.6013336
NA 244219_at NA 0.0499168 0.9913072 0.7895493
IL1R1 202948_at interleukin 1 receptor, type I 0.0499373 0.9913072 0.5724628
SMTN 207390_s_at smoothelin 0.0499743 0.9913072 1.9910083
Supplemental Table E3: Univariate analysis comparing gene expression in NPH-IPF vs. Control arterioles
Gene Symbol Probe Set ID Gene Description Parametric FDR Fold p-value Change MTUS1 212096_s_at mitochondrial tumor suppressor 0.0000022 0.0226348 0.543933022 1 ARHGAP26 226576_at Rho GTPase activating protein 0.0000037 0.0226348 0.321866964 26 HIPK2 225368_at homeodomain interacting 0.0000044 0.0226348 0.435704782 protein kinase 2 NA 235856_at NA 0.0000062 0.0226348 6.202464117 ARHGAP26 205068_s_at Rho GTPase activating protein 0.0000069 0.0226348 0.391954193 26 FRYL 212546_s_at FRY-like 0.0000219 0.0517835 0.543242694 SYTL4 227703_s_at synaptotagmin-like 4 0.0000221 0.0517835 0.353462636 C4A 214428_x_at complement component 4A 0.0000265 0.0543316 3.100435142 (Rodgers blood group) SMOC2 223235_s_at SPARC related modular 0.0000356 0.064879 2.606554839 calcium binding 2 NA 221590_s_at NA 0.0000457 0.0671851 0.451891557 AASS 210852_s_at aminoadipate-semialdehyde 0.0000501 0.0671851 0.376355373 synthase NA 231502_at NA 0.0000533 0.0671851 0.446944765 C4B 208451_s_at complement component 4B 0.000063 0.0671851 3.182037962 (Chido blood group) FHOD3 218980_at formin homology 2 domain 0.0000643 0.0671851 4.111181925 containing 3 CTH 217127_at cystathionase (cystathionine 0.000078 0.0671851 0.197283072 gamma-lyase) SERTAD4 230660_at SERTA domain containing 4 0.0000794 0.0671851 3.802836126 NA 232527_at NA 0.0000851 0.0671851 0.474070177 LOC100129406 240868_at hypothetical protein 0.0000896 0.0671851 0.34068647 LOC100129406 ITPR2 202662_s_at inositol 1,4,5-triphosphate 0.0000953 0.0671851 0.505553347 receptor, type 2 TIMP3 201148_s_at TIMP metallopeptidase 0.0000957 0.0671851 0.378062934 inhibitor 3 KLF6 224606_at Kruppel-like factor 6 0.0000999 0.0671851 0.517446427 SCRG1 205475_at scrapie responsive protein 1 0.0001017 0.0671851 5.325436828 NA 244447_at NA 0.0001047 0.0671851 0.145714264 GPD1L 212510_at glycerol-3-phosphate 0.0001048 0.0671851 0.532777791 dehydrogenase 1-like HNRPDL 1554678_s_at heterogeneous nuclear 0.0001056 0.0671851 0.438880369 ribonucleoprotein D-like IGFBP3 210095_s_at insulin-like growth factor 0.0001065 0.0671851 0.292445836 binding protein 3 NA 237798_at NA 0.0001128 0.0685239 0.503608691 RPS27A 242214_at ribosomal protein S27a 0.0001195 0.0700014 0.311562164 LOC145474 230505_at hypothetical protein 0.0001286 0.0727299 0.589009412 LOC145474 SULF1 212354_at sulfatase 1 0.0001431 0.0727299 2.242599238 DUSP5 209457_at dual specificity phosphatase 5 0.0001459 0.0727299 0.287057859 DDX3X 212515_s_at DEAD (Asp-Glu-Ala-Asp) box 0.0001518 0.0727299 0.316735139 polypeptide 3, X-linked KIAA0174 226095_s_at KIAA0174 0.000152 0.0727299 0.646349564 EIF1 202021_x_at eukaryotic translation initiation 0.000163 0.0727299 0.458262629 factor 1 MYLIP 228097_at myosin regulatory light chain 0.0001633 0.0727299 0.259834936 interacting protein ST6GALNAC3 235334_at ST6 (alpha-N-acetyl- 0.0001645 0.0727299 0.335761586 neuraminyl-2,3-beta-galactosyl- 1,3)-N-acetylgalactosaminide alpha-2,6-sialyltransferase 3 HIPK2 225097_at homeodomain interacting 0.0001669 0.0727299 0.480904228 protein kinase 2 YRDC 218647_s_at yrdC domain containing (E. 0.0001685 0.0727299 0.535296767 coli) MAOA 204388_s_at monoamine oxidase A 0.0001747 0.0734725 0.31491678 DDX50 1568815_a_at DEAD (Asp-Glu-Ala-Asp) box 0.000185 0.0757292 0.409882441 polypeptide 50 PSMD7 238738_at proteasome (prosome, 0.0001893 0.0757292 0.48650083 macropain) 26S subunit, non- ATPase, 7 PIGA 205281_s_at phosphatidylinositol glycan 0.0001962 0.0766208 0.29724814 anchor biosynthesis, class A INSR 213792_s_at insulin receptor 0.0002411 0.0881608 0.524772535 SHOC2 202777_at soc-2 suppressor of clear 0.0002526 0.0881608 0.46476867 homolog (C. elegans) NA 241321_at NA 0.0002548 0.0881608 0.420653578 TGFBI 201506_at transforming growth factor, 0.0002554 0.0881608 2.65443352 beta-induced, 68kDa HNRPDL 209067_s_at heterogeneous nuclear 0.000256 0.0881608 0.594860818 ribonucleoprotein D-like LRRC16A 219573_at leucine rich repeat containing 0.000258 0.0881608 0.38123205 16A KLF10 202393_s_at Kruppel-like factor 10 0.0002844 0.0882533 0.39098458 RLIM 225416_at ring finger protein, LIM domain 0.0002856 0.0882533 0.595945991 interacting FLJ35776 238432_at hypothetical LOC649446 0.0002958 0.0882533 1.572543513 EMP1 201325_s_at epithelial membrane protein 1 0.0003 0.0882533 0.282666539 BAG5 230427_s_at BCL2-associated athanogene 5 0.0003073 0.0882533 0.31441868 PIM1 209193_at pim-1 oncogene 0.0003104 0.0882533 0.25712953 GPX8 228141_at glutathione peroxidase 8 0.0003138 0.0882533 1.824527747 (putative) ABI1 209027_s_at abl-interactor 1 0.0003165 0.0882533 0.520753728 NA 238107_at NA 0.0003179 0.0882533 2.032853668 CHRDL2 223987_at chordin-like 2 0.0003199 0.0882533 2.015840907 TMEM87A 212202_s_at transmembrane protein 87A 0.00032 0.0882533 0.615235853 NA 243509_at NA 0.0003293 0.0882533 0.306432061 MAOA 212741_at monoamine oxidase A 0.000333 0.0882533 0.420422281 YY1 224718_at YY1 transcription factor 0.0003336 0.0882533 0.595052645 EIF1 212227_x_at eukaryotic translation initiation 0.0003542 0.0897045 0.457718428 factor 1 TMEM61 230822_at transmembrane protein 61 0.0003561 0.0897045 2.150362622 DIDO1 227335_at death inducer-obliterator 1 0.0003587 0.0897045 0.517154343 TNFRSF10D 227345_at tumor necrosis factor receptor 0.0003646 0.0897045 0.309018898 superfamily, member 10d, decoy with truncated death domain RUFY2 241996_at RUN and FYVE domain 0.0003702 0.0897045 0.327788626 containing 2 EIF1 212130_x_at eukaryotic translation initiation 0.0003719 0.0897045 0.484775313 factor 1 LIN52 228583_at lin-52 homolog (C. elegans) 0.0003833 0.0907157 0.592874386 NA 230048_at NA 0.0003956 0.0907157 0.276648575 FBXO31 219785_s_at F-box protein 31 0.0003997 0.0907157 0.608202535 SFRS2B 238929_at splicing factor, arginine/serine- 0.0004031 0.0907157 0.493485263 rich 2B CDK9 236023_at cyclin-dependent kinase 9 0.0004148 0.0907157 0.607714329 TRIM32 203846_at tripartite motif-containing 32 0.0004276 0.0907157 1.90847751 GABARAPL1 208869_s_at GABA(A) receptor-associated 0.0004287 0.0907157 0.45645652 protein like 1 LOC100131015 244659_at hypothetical LOC100131015 0.0004297 0.0907157 0.509676887 CRY1 209674_at cryptochrome 1 (photolyase- 0.0004299 0.0907157 0.535929928 like) ZNF367 229551_x_at zinc finger protein 367 0.0004314 0.0907157 0.486850058 MIDN 225954_s_at midnolin 0.0004417 0.0910311 0.29323198 SYNE1 244144_at spectrin repeat containing, 0.000444 0.0910311 0.361183894 nuclear envelope 1 RAB7B 230266_at RAB7B, member RAS 0.0004567 0.0918174 3.803734599 oncogene family ALDH6A1 221589_s_at aldehyde dehydrogenase 6 0.000472 0.0918174 0.389253885 family, member A1 PTGER3 213933_at prostaglandin E receptor 3 0.0004748 0.0918174 3.346234152 (subtype EP3) EMP1 201324_at epithelial membrane protein 1 0.0004806 0.0918174 0.361602539 AMD1 201197_at adenosylmethionine 0.0004893 0.0918174 0.316920691 decarboxylase 1 TMTC1 226322_at transmembrane and 0.0004906 0.0918174 0.474504028 tetratricopeptide repeat containing 1 NA 1565638_at NA 0.0005101 0.0918174 0.321051611 ZNF295 225539_at zinc finger protein 295 0.0005101 0.0918174 0.475019124 NA 243675_at NA 0.0005209 0.0918174 0.402864264 MXD1 226275_at MAX dimerization protein 1 0.000522 0.0918174 0.531164643 PTPRG 227126_at protein tyrosine phosphatase, 0.0005231 0.0918174 0.327763659 receptor type, G NA 1560342_at NA 0.0005295 0.0918174 0.392583919 NA 241887_at NA 0.0005327 0.0918174 0.517846846 GABARAPL1 208868_s_at GABA(A) receptor-associated 0.000535 0.0918174 0.520891724 protein like 1 ST7OT1 1555912_at ST7 overlapping transcript 1 0.0005407 0.0918174 0.456832852 (non-protein coding) NA 229011_at NA 0.0005416 0.0918174 0.337506182 INSR 226450_at insulin receptor 0.000543 0.0918174 0.537262667 SLC2A14 222088_s_at solute carrier family 2 0.000551 0.0922194 0.344044473 (facilitated glucose transporter), member 14 PCF11 203378_at PCF11, cleavage and 0.0005606 0.0928784 0.540278592 polyadenylation factor subunit, homolog (S. cerevisiae) ACTB AFFX- actin, beta 0.0005763 0.0945247 0.515205989 HSAC07/X00351_3_at CLCN4 214769_at chloride channel 4 0.0006138 0.0996787 0.495142817 NA 229849_at NA 0.0006385 0.1019153 2.449802562 MAOA 204389_at monoamine oxidase A 0.00064 0.1019153 0.332118912 EMP1 213895_at epithelial membrane protein 1 0.0006523 0.102614 0.214787518 MXD1 228846_at MAX dimerization protein 1 0.0006569 0.102614 0.451752829 NA 239808_at NA 0.0006887 0.1057239 0.429132348 FBXO9 1559094_at F-box protein 9 0.0006897 0.1057239 0.567403271 NA 231055_at NA 0.0007064 0.1069709 0.482091806 NA 1562528_at NA 0.0007143 0.1069709 0.422223407 NA 237626_at NA 0.0007174 0.1069709 0.387259583 ZBTB43 204182_s_at zinc finger and BTB domain 0.0007406 0.1094353 0.511311607 containing 43 TMEM22 219569_s_at transmembrane protein 22 0.0007658 0.1117223 0.561813815 NA 226397_s_at NA 0.0007697 0.1117223 0.477127012 CAPN5 226292_at calpain 5 0.0007984 0.1148716 1.90528787 CLIP1 242287_at CAP-GLY domain containing 0.0008426 0.1197063 0.54405106 linker protein 1 PEAR1 228618_at platelet endothelial aggregation 0.0008466 0.1197063 0.528646366 receptor 1 KLF13 225390_s_at Kruppel-like factor 13 0.0008694 0.1202768 0.576807035 INO80D 226555_at INO80 complex subunit D 0.000875 0.1202768 0.596761699 MCL1 214056_at myeloid cell leukemia sequence 0.0008804 0.1202768 0.442458592 1 (BCL2-related) LUC7L2 220099_s_at LUC7-like 2 (S. cerevisiae) 0.0008813 0.1202768 0.611669687 FAM43A 227410_at family with sequence similarity 0.0008873 0.1202768 0.325851727 43, member A ZBTB2 226284_at zinc finger and BTB domain 0.0009011 0.1211462 0.506391663 containing 2 FOSL2 225262_at FOS-like antigen 2 0.0009176 0.1221602 0.314004011 SNW1 215424_s_at SNW domain containing 1 0.0009341 0.1221602 0.602328192 LIFR 205876_at leukemia inhibitory factor 0.000937 0.1221602 0.329094392 receptor alpha NA 244028_at NA 0.0009525 0.1221602 0.538945822 NECAP1 209300_s_at NECAP endocytosis associated 0.0009701 0.1221602 0.694900198 1 COL1A1 202310_s_at collagen, type I, alpha 1 0.0009781 0.1221602 2.552579975 HELQ 228736_at helicase, POLQ-like 0.0009828 0.1221602 0.595516756 NA 239780_at NA 0.000988 0.1221602 0.43331543 PPM1K 235061_at protein phosphatase 1K (PP2C 0.000995 0.1221602 0.422646129 domain containing) THY1 208851_s_at Thy-1 cell surface antigen 0.0009991 0.1221602 2.56719376
Supplemental Table E4: Listing of all differentially expressed genes in IPF vessels compared to Normal vessels (p<0.001, q < 10)
Gene Probe set ID Gene Description Parametric FDR Fold- symbol p-value change SYTL4 227703_s_at synaptotagmin-like 4 6.00E-07 0.01 0.36 NA 235856_at NA 1.10E-06 0.01 5.08 SCRG1 205475_at scrapie responsive protein 1 1.40E-06 0.01 5.19 HNRPDL 1554678_s_at heterogeneous nuclear 2.40E-06 0.01 0.43 ribonucleoprotein D-like ST7OT1 1555912_at ST7 overlapping transcript 1 (non- 2.60E-06 0.01 0.45 protein coding) CTH 217127_at cystathionase (cystathionine 3.80E-06 0.01 0.24 gamma-lyase) ACTB AFFX-HSAC07/X00351_3_at actin, beta 4.50E-06 0.01 0.49 C4A 214428_x_at complement component 4A 5.80E-06 0.01 2.93 (Rodgers blood group) NA 230048_at NA 6.00E-06 0.01 0.3 AASS 210852_s_at aminoadipate-semialdehyde 6.40E-06 0.01 0.42 synthase MAOA 204388_s_at monoamine oxidase A 7.20E-06 0.01 0.34 NA 231055_at NA 1.05E-05 0.01 0.47 EIF1 202021_x_at eukaryotic translation initiation 1.18E-05 0.01 0.48 factor 1 ABI1 209027_s_at abl-interactor 1 1.26E-05 0.01 0.5 LRRC16A 219573_at leucine rich repeat containing 16A 1.26E-05 0.01 0.42 TGFBI 201506_at transforming growth factor, beta- 1.41E-05 0.01 2.41 induced, 68kDa NA 238107_at NA 1.54E-05 0.01 1.93 SULT1B1 207601_at sulfotransferase family, cytosolic, 1.57E-05 0.01 0.47 1B, member 1 MTUS1 212096_s_at mitochondrial tumor suppressor 1 1.58E-05 0.01 0.5 SMOC2 223235_s_at SPARC related modular calcium 1.83E-05 0.01 2.34 binding 2 TNFRSF10D 227345_at tumor necrosis factor receptor 1.84E-05 0.01 0.35 superfamily, member 10d, decoy with truncated death domain ADRA2C 206128_at adrenergic, alpha-2C-, receptor 2.03E-05 0.01 0.42 C4B 208451_s_at complement component 4B (Chido 2.07E-05 0.01 2.71 blood group) PIGA 205281_s_at phosphatidylinositol glycan anchor 2.07E-05 0.01 0.33 biosynthesis, class A GABARAPL1 208869_s_at GABA(A) receptor-associated 2.19E-05 0.01 0.47 protein like 1 NA 226397_s_at NA 2.22E-05 0.01 0.5 EIF1 212227_x_at eukaryotic translation initiation 2.31E-05 0.01 0.47 factor 1 ALDH6A1 221589_s_at aldehyde dehydrogenase 6 family, 2.40E-05 0.01 0.4 member A1 BAG5 230427_s_at BCL2-associated athanogene 5 2.42E-05 0.01 0.34 INSR 213792_s_at insulin receptor 2.91E-05 0.02 0.55 MAOA 204389_at monoamine oxidase A 3.14E-05 0.02 0.36 NA 244447_at NA 3.20E-05 0.02 0.18 STMN3 222557_at stathmin-like 3 3.36E-05 0.02 1.78 PTGFRN 224937_at prostaglandin F2 receptor negative 3.50E-05 0.02 2.36 regulator NA 237798_at NA 3.53E-05 0.02 0.56 TIMP3 201148_s_at TIMP metallopeptidase inhibitor 3 3.54E-05 0.02 0.44 KDELR3 204017_at KDEL (Lys-Asp-Glu-Leu) 3.60E-05 0.02 2.53 endoplasmic reticulum protein retention receptor 3 EIF1 212130_x_at eukaryotic translation initiation 3.64E-05 0.02 0.5 factor 1 CCT6B 206587_at chaperonin containing TCP1, 3.77E-05 0.02 0.41 subunit 6B (zeta 2) PIM1 209193_at pim-1 oncogene 4.39E-05 0.02 0.31 NAF1 244828_x_at nuclear assembly factor 1 homolog 4.72E-05 0.02 0.54 (S. cerevisiae) DUSP5 209457_at dual specificity phosphatase 5 4.79E-05 0.02 0.31 ARHGAP26 226576_at Rho GTPase activating protein 26 5.46E-05 0.02 0.34 NA 1556239_a_at NA 5.56E-05 0.02 0.52 NA 237143_at NA 5.84E-05 0.02 0.45 AMD1 201197_at adenosylmethionine decarboxylase 1 6.24E-05 0.02 0.36 CCNL1 1555411_a_at cyclin L1 6.32E-05 0.02 0.39 INSR 226450_at insulin receptor 6.46E-05 0.02 0.49 COL15A1 203477_at collagen, type XV, alpha 1 7.47E-05 0.02 2.52 MAOA 212741_at monoamine oxidase A 7.63E-05 0.02 0.44 CBS 212816_s_at cystathionine-beta-synthase 7.68E-05 0.02 0.4 THY1 208851_s_at Thy-1 cell surface antigen 7.97E-05 0.03 2.79 GPD1L 212510_at glycerol-3-phosphate dehydrogenase 8.34E-05 0.03 0.49 1-like PPIL4 226472_at peptidylprolyl isomerase 8.49E-05 0.03 0.53 (cyclophilin)-like 4 NA 242181_at NA 8.54E-05 0.03 0.4 ARHGAP26 205068_s_at Rho GTPase activating protein 26 8.69E-05 0.03 0.47 ARIH2 238068_at ariadne homolog 2 (Drosophila) 8.87E-05 0.03 0.53 MLLT10 238257_at myeloid/lymphoid or mixed-lineage 8.89E-05 0.03 0.42 leukemia (trithorax homolog, Drosophila); translocated to, 10 NA 232527_at NA 9.47E-05 0.03 0.46 SLC7A8 216092_s_at solute carrier family 7 (cationic 9.48E-05 0.03 0.53 amino acid transporter, y+ system), member 8 SLC25A25 225212_at solute carrier family 25 9.50E-05 0.03 0.41 (mitochondrial carrier; phosphate carrier), member 25 MUT 202959_at methylmalonyl Coenzyme A mutase 9.59E-05 0.03 0.54 EMP1 213895_at epithelial membrane protein 1 9.88E-05 0.03 0.24 KLF6 224606_at Kruppel-like factor 6 9.92E-05 0.03 0.53 IER5 218611_at immediate early response 5 9.99E-05 0.03 0.45 LIFR 205876_at leukemia inhibitory factor receptor 0.0001106 0.03 0.36 alpha SLC2A14 222088_s_at solute carrier family 2 (facilitated 0.0001131 0.03 0.39 glucose transporter), member 14 STAT1 200887_s_at signal transducer and activator of 0.0001192 0.03 1.8 transcription 1, 91kDa GPX8 228141_at glutathione peroxidase 8 (putative) 0.0001192 0.03 1.9 UNC84B 212144_at unc-84 homolog B (C. elegans) 0.0001239 0.03 0.54 RTP4 219684_at receptor (chemosensory) transporter 0.0001259 0.03 2.65 protein 4 LOH3CR2A 220244_at loss of heterozygosity, 3, 0.0001287 0.03 0.34 chromosomal region 2, gene A SFRS2B 238929_at splicing factor, arginine/serine-rich 0.0001332 0.03 0.43 2B S1PR1 239401_at sphingosine-1-phosphate receptor 1 0.000134 0.03 0.45 CCNB1IP1 217988_at cyclin B1 interacting protein 1 0.0001349 0.03 0.57 FBXW11 209455_at F-box and WD repeat domain 0.0001365 0.03 0.58 containing 11 ARG2 203946_s_at arginase, type II 0.000145 0.03 0.4 PPP2R1B 202883_s_at protein phosphatase 2 (formerly 0.0001475 0.03 0.56 2A), regulatory subunit A, beta isoform KIAA0174 226095_s_at KIAA0174 0.0001482 0.03 0.57 TBC1D1 212350_at TBC1 (tre-2/USP6, BUB2, cdc16) 0.0001544 0.03 0.52 domain family, member 1 NA 243675_at NA 0.000155 0.03 0.44 IGFBP3 212143_s_at insulin-like growth factor binding 0.0001555 0.03 0.29 protein 3 STAT1 AFFX- signal transducer and activator of 0.0001588 0.03 1.8 HUMISGF3A/M97935_3_at transcription 1, 91kDa PLAU 205479_s_at plasminogen activator, urokinase 0.0001612 0.03 2.29 ANXA1 233011_at annexin A1 0.0001624 0.03 0.21 PEAR1 228618_at platelet endothelial aggregation 0.0001624 0.03 0.52 receptor 1 KLF10 202393_s_at Kruppel-like factor 10 0.0001628 0.03 0.44 NA 228843_at NA 0.000171 0.03 2.13 NID1 202008_s_at nidogen 1 0.0001752 0.03 0.49 HCRP1 216176_at hepatocellular carcinoma-related 0.0001769 0.03 2.39 HCRP1 PLA2G4C 209785_s_at phospholipase A2, group IVC 0.0001831 0.03 2.23 (cytosolic, calcium-independent) RAB7B 230266_at RAB7B, member RAS oncogene 0.0001866 0.03 3.14 family TPP2 1569856_at tripeptidyl peptidase II 0.0001883 0.03 0.52 ZNF385B 1555801_s_at zinc finger protein 385B 0.000191 0.03 0.43 THY1 213869_x_at Thy-1 cell surface antigen 0.0001963 0.03 3.53 LOC100130744 236228_at hypothetical LOC100130744 0.0001977 0.03 0.48 CIRBP 200811_at cold inducible RNA binding protein 0.0002021 0.03 0.55 AKIRIN2 223144_s_at akirin 2 0.0002021 0.03 0.45 RBBP6 223802_s_at retinoblastoma binding protein 6 0.0002047 0.03 0.49 BTN3A3 204821_at butyrophilin, subfamily 3, member 0.0002063 0.03 1.92 A3 ALDH6A1 221588_x_at aldehyde dehydrogenase 6 family, 0.00021 0.03 0.45 member A1 MAFF 205193_at v-maf musculoaponeurotic 0.0002104 0.03 0.35 fibrosarcoma oncogene homolog F (avian) PPAPDC1B 223569_at phosphatidic acid phosphatase type 0.000222 0.04 1.87 2 domain containing 1B DDX3X 212515_s_at DEAD (Asp-Glu-Ala-Asp) box 0.0002293 0.04 0.36 polypeptide 3, X-linked LIN52 228583_at lin-52 homolog (C. elegans) 0.0002397 0.04 0.58 ST6GALNAC3 235334_at ST6 (alpha-N-acetyl-neuraminyl- 0.0002401 0.04 0.38 2,3-beta-galactosyl-1,3)-N- acetylgalactosaminide alpha-2,6- sialyltransferase 3 LOC441108 230405_at hypothetical gene supported by 0.0002479 0.04 1.77 AK128882 HIPK2 225368_at homeodomain interacting protein 0.0002484 0.04 0.44 kinase 2 ZBTB17 236127_at zinc finger and BTB domain 0.0002519 0.04 0.51 containing 17 MXRA5 209596_at matrix-remodelling associated 5 0.0002543 0.04 6.21 NA 240347_at NA 0.0002642 0.04 0.34 NA 239123_at NA 0.0002669 0.04 0.43 LNPEP 236728_at leucyl/cystinyl aminopeptidase 0.000269 0.04 0.4 NA 236521_at NA 0.0002717 0.04 2.78 CFH 213800_at complement factor H 0.0002801 0.04 3.61 SULF1 212354_at sulfatase 1 0.0002878 0.04 2.06 NA 242606_at NA 0.0002906 0.04 0.52 ZBTB16 205883_at zinc finger and BTB domain 0.0002941 0.04 0.26 containing 16 YRDC 218647_s_at yrdC domain containing (E. coli) 0.0002968 0.04 0.56 HNRPDL 209067_s_at heterogeneous nuclear 0.0002996 0.04 0.57 ribonucleoprotein D-like SERTAD4 230660_at SERTA domain containing 4 0.0003022 0.04 3.18 ADIPOR2 201346_at adiponectin receptor 2 0.0003054 0.04 0.58 NA 241321_at NA 0.0003154 0.04 0.4 MIDN 225954_s_at midnolin 0.0003176 0.04 0.37 HIPK2 225097_at homeodomain interacting protein 0.0003206 0.04 0.54 kinase 2 BCKDHB 210653_s_at branched chain keto acid 0.0003304 0.04 0.47 dehydrogenase E1, beta polypeptide ALDH6A1 204290_s_at aldehyde dehydrogenase 6 family, 0.0003313 0.04 0.4 member A1 TLE1 203222_s_at transducin-like enhancer of split 1 0.0003314 0.04 0.55 (E(sp1) homolog, Drosophila) LOC100129406 240868_at hypothetical protein LOC100129406 0.0003332 0.04 0.39 NA 221590_s_at NA 0.0003373 0.04 0.5 NA 229506_at NA 0.0003395 0.04 0.52 MSL2 218733_at male-specific lethal 2 homolog 0.0003408 0.04 0.58 (Drosophila) BCR 226602_s_at breakpoint cluster region 0.0003456 0.04 0.57 ZNF385B 229019_at zinc finger protein 385B 0.0003518 0.04 0.39 NA 243509_at NA 0.0003696 0.04 0.37 ARMC8 1555279_at armadillo repeat containing 8 0.0003707 0.04 0.42 ATP2A2 239996_x_at ATPase, Ca++ transporting, cardiac 0.0003739 0.04 1.7 muscle, slow twitch 2 THEM2 204565_at thioesterase superfamily member 2 0.0003778 0.04 1.77 GABARAPL1 208868_s_at GABA(A) receptor-associated 0.0003853 0.05 0.55 protein like 1 KLF15 231015_at Kruppel-like factor 15 0.0003885 0.05 0.48 LOC284837 1563088_a_at hypothetical LOC284837 0.0003934 0.05 1.84 YY1 224718_at YY1 transcription factor 0.0003999 0.05 0.58 FBXW7 218751_s_at F-box and WD repeat domain 0.0004028 0.05 0.56 containing 7 CAPN5 226292_at calpain 5 0.0004053 0.05 1.72 SFRP2 223122_s_at secreted frizzled-related protein 2 0.0004054 0.05 9 BTN3A1 209770_at butyrophilin, subfamily 3, member 0.000407 0.05 1.88 A1 NA 233976_at NA 0.0004074 0.05 0.55 RBMS2 225776_at RNA binding motif, single stranded 0.0004119 0.05 0.56 interacting protein 2 LAMP1 201552_at lysosomal-associated membrane 0.0004152 0.05 0.51 protein 1 FBXO9 1559094_at F-box protein 9 0.000418 0.05 0.57 C12orf73 226927_at chromosome 12 open reading frame 0.0004197 0.05 1.81 73 ARFGEF2 215931_s_at ADP-ribosylation factor guanine 0.0004227 0.05 0.59 nucleotide-exchange factor 2 (brefeldin A-inhibited) OCA2 206498_at oculocutaneous albinism II 0.0004232 0.05 0.5 FMO3 40665_at flavin containing monooxygenase 3 0.0004325 0.05 3.05 INO80D 226555_at INO80 complex subunit D 0.0004341 0.05 0.57 ARMC8 1555281_x_at armadillo repeat containing 8 0.0004433 0.05 0.43 EMP1 201325_s_at epithelial membrane protein 1 0.0004502 0.05 0.31 DUSP8 206374_at dual specificity phosphatase 8 0.0004513 0.05 0.39 C5 205500_at complement component 5 0.0004613 0.05 0.46 PPM1D 204566_at protein phosphatase 1D magnesium- 0.000472 0.05 0.55 dependent, delta isoform DUSP16 224832_at dual specificity phosphatase 16 0.0004734 0.05 0.54 FMO3 206496_at flavin containing monooxygenase 3 0.0004742 0.05 2.77 ERI2 239648_at exoribonuclease 2 0.0004798 0.05 0.53 TMEM39A 241392_at transmembrane protein 39A 0.0004817 0.05 0.41 LOC100131015 244659_at hypothetical LOC100131015 0.0004863 0.05 0.5 RPS27A 242214_at ribosomal protein S27a 0.0005004 0.05 0.41 LIFR 227771_at leukemia inhibitory factor receptor 0.0005019 0.05 0.51 alpha NA 1556451_at NA 0.0005036 0.05 0.56 CLCN4 214769_at chloride channel 4 0.000506 0.05 0.52 C6orf114 1554486_a_at chromosome 6 open reading frame 0.0005066 0.05 0.38 114 TSGA14 225485_at testis specific, 14 0.0005084 0.05 2.44 PLXNA4 228104_at plexin A4 0.0005111 0.05 1.89 RAPGEF6 1555247_a_at Rap guanine nucleotide exchange 0.0005244 0.05 0.5 factor (GEF) 6 CHD1 235791_x_at chromodomain helicase DNA 0.0005338 0.05 0.49 binding protein 1 ADA 216705_s_at adenosine deaminase 0.0005339 0.05 1.67 ZNF542 235121_at zinc finger protein 542 0.0005382 0.05 0.54 LOC100128501 229296_at hypothetical protein LOC100128501 0.0005396 0.05 1.89 NA 237626_at NA 0.0005425 0.05 0.45 ANKRD50 236189_at ankyrin repeat domain 50 0.0005488 0.05 0.45 MIER3 231975_s_at mesoderm induction early response 0.0005517 0.05 0.53 1, family member 3 IRS2 209184_s_at insulin receptor substrate 2 0.0005537 0.05 0.46 NA 229011_at NA 0.0005564 0.05 0.41 NA 244647_at NA 0.0005606 0.05 0.46 RBM15 228455_at RNA binding motif protein 15 0.0005616 0.05 2.61 ZNF385B 1555800_at zinc finger protein 385B 0.0005652 0.05 0.4 NA 240405_at NA 0.00057 0.05 0.58 PPP1CB 201409_s_at protein phosphatase 1, catalytic 0.0005723 0.05 0.5 subunit, beta isoform GCDH 203500_at glutaryl-Coenzyme A 0.0005775 0.05 0.6 dehydrogenase NA 226345_at NA 0.000581 0.05 0.56 TNRC6C 222820_at trinucleotide repeat containing 6C 0.0005838 0.05 0.49 C1orf124 223511_at chromosome 1 open reading frame 0.0005861 0.05 0.59 124 MKNK2 223199_at MAP kinase interacting 0.0005916 0.05 0.53 serine/threonine kinase 2 HIF3A 219319_at hypoxia inducible factor 3, alpha 0.0006036 0.05 0.34 subunit SLC2A3 202498_s_at solute carrier family 2 (facilitated 0.0006064 0.05 0.49 glucose transporter), member 3 UBD 205890_s_at ubiquitin D 0.0006229 0.05 3.82 UQCC 229672_at ubiquinol-cytochrome c reductase 0.0006398 0.05 1.94 complex chaperone KCNMB4 219287_at potassium large conductance 0.0006496 0.05 0.52 calcium-activated channel, subfamily M, beta member 4 NA 1556216_s_at NA 0.00065 0.05 0.52 NA 239907_at NA 0.0006521 0.05 3.79 GALNT2 217787_s_at UDP-N-acetyl-alpha-D- 0.0006529 0.05 0.56 galactosamine:polypeptide N- acetylgalactosaminyltransferase 2 (GalNAc-T2) SLC35D2 213082_s_at solute carrier family 35, member D2 0.000655 0.05 0.54 IGFBP3 210095_s_at insulin-like growth factor binding 0.0006552 0.05 0.39 protein 3 ZBTB2 226284_at zinc finger and BTB domain 0.0006581 0.05 0.53 containing 2 TMEM87A 212202_s_at transmembrane protein 87A 0.0006594 0.05 0.58 PPM1K 235061_at protein phosphatase 1K (PP2C 0.0006724 0.05 0.38 domain containing) ZHX3 217367_s_at zinc fingers and homeoboxes 3 0.000691 0.05 0.48 SHOC2 202777_at soc-2 suppressor of clear homolog 0.0006926 0.05 0.52 (C. elegans) NA 244787_at NA 0.0007185 0.06 0.32 SULF1 212353_at sulfatase 1 0.0007414 0.06 2.16 AASS 214829_at aminoadipate-semialdehyde 0.0007534 0.06 0.35 synthase NA 232679_at NA 0.0007549 0.06 0.6 CHD2 225077_at chromodomain helicase DNA 0.0007636 0.06 0.55 binding protein 2 FRYL 212546_s_at FRY-like 0.0007703 0.06 0.56 PHLDB2 1557578_at pleckstrin homology-like domain, 0.0007725 0.06 0.42 family B, member 2 TMED5 239283_at transmembrane emp24 protein 0.0007734 0.06 0.47 transport domain containing 5 EARS2 227374_at glutamyl-tRNA synthetase 2, 0.0007744 0.06 1.74 mitochondrial (putative) RARRES3 204070_at retinoic acid receptor responder 0.0007849 0.06 2.1 (tazarotene induced) 3 PIK3CA 235980_at phosphoinositide-3-kinase, catalytic, 0.000807 0.06 0.52 alpha polypeptide C12orf48 224147_at chromosome 12 open reading frame 0.000809 0.06 0.59 48 TBC1D1 1569566_at TBC1 (tre-2/USP6, BUB2, cdc16) 0.0008094 0.06 0.47 domain family, member 1 KCNMB4 222857_s_at potassium large conductance 0.0008154 0.06 0.42 calcium-activated channel, subfamily M, beta member 4 INTS7 218783_at integrator complex subunit 7 0.0008196 0.06 1.97 BTN3A3 204820_s_at butyrophilin, subfamily 3, member 0.0008372 0.06 2.08 A3 XYLT1 213725_x_at xylosyltransferase I 0.0008394 0.06 0.43 NA 228930_at NA 0.0008462 0.06 1.86 RLIM 244470_at ring finger protein, LIM domain 0.0008477 0.06 0.44 interacting ITPR2 202662_s_at inositol 1,4,5-triphosphate receptor, 0.0008513 0.06 0.53 type 2 GLUL 242281_at glutamate-ammonia ligase 0.000871 0.06 0.34 (glutamine synthetase) SYNCRIP 1555427_s_at synaptotagmin binding, cytoplasmic 0.0008827 0.06 0.52 RNA interacting protein TMEM61 230822_at transmembrane protein 61 0.0008838 0.06 1.98 NA 240623_at NA 0.000892 0.06 0.51 ADHFE1 229430_at alcohol dehydrogenase, iron 0.0008952 0.06 0.46 containing, 1 ING1 209808_x_at inhibitor of growth family, member 0.0009092 0.06 0.48 1 EMP1 201324_at epithelial membrane protein 1 0.0009159 0.06 0.44 CSDA 201161_s_at cold shock domain protein A 0.0009208 0.06 0.58 ACADL 206069_s_at acyl-Coenzyme A dehydrogenase, 0.000921 0.06 0.28 long chain MYLIP 228097_at myosin regulatory light chain 0.0009286 0.06 0.29 interacting protein NA 244340_x_at NA 0.0009318 0.06 1.77 TMTC1 226322_at transmembrane and tetratricopeptide 0.0009369 0.06 0.53 repeat containing 1 ERG 222079_at v-ets erythroblastosis virus E26 0.0009396 0.06 0.54 oncogene homolog (avian) CTH 206085_s_at cystathionase (cystathionine 0.000947 0.06 0.58 gamma-lyase) CCND1 208711_s_at cyclin D1 0.0009515 0.06 2.14 DIDO1 227335_at death inducer-obliterator 1 0.0009539 0.06 0.51 AGTR2 207294_at angiotensin II receptor, type 2 0.0009539 0.06 0.59 TRIM32 203846_at tripartite motif-containing 32 0.0009562 0.06 1.68 NA 236699_at NA 0.0009562 0.06 0.5 GMPR 204187_at guanosine monophosphate reductase 0.0009624 0.06 0.55 IFRD1 202147_s_at interferon-related developmental 0.0009663 0.06 0.52 regulator 1 KBTBD2 223584_s_at kelch repeat and BTB (POZ) 0.0009679 0.06 0.44 domain containing 2 VAMP3 211749_s_at vesicle-associated membrane protein 0.0009754 0.06 0.56 3 (cellubrevin) NA 1563469_at NA 0.0009797 0.06 0.43 RPS20 216247_at ribosomal protein S20 0.0009815 0.06 0.61 NA 1565638_at NA 0.0009878 0.06 0.38 RPS6KA2 212912_at ribosomal protein S6 kinase, 90kDa, 0.0009893 0.06 0.44 polypeptide 2 NA 231057_at NA 0.0009987 0.06 0.5