Supplemental information to Mammadova-Bach et al., “Laminin α1 orchestrates VEGFA functions in the ecosystem of colorectal carcinogenesis”
Supplemental material and methods
Cloning of the villin-LMα1 vector
The plasmid pBS-villin-promoter containing the 3.5 Kb of the murine villin promoter, the first non coding exon, 5.5 kb of the first intron and 15 nucleotides of the second villin exon, was generated by S. Robine (Institut Curie, Paris, France). The EcoRI site in the multi cloning site was destroyed by fill in ligation with T4 polymerase according to the manufacturer`s instructions (New England Biolabs, Ozyme, Saint Quentin en Yvelines, France). Site directed mutagenesis (GeneEditor in vitro Site-Directed Mutagenesis system, Promega, Charbonnières-les-Bains, France) was then used to introduce a BsiWI site before the start
codon of the villin coding sequence using the 5’ phosphorylated primer:
- 5’CCTTCTCCTCTAGGCTCGCGTACGATGACGTCGGACTTGCGG3’.
- A
- double strand
- and
- annealed oligonucleotide, 5’GGCCGGACGCGTGAATTCGTCGACGC3’
5’GGCCGCGTCGACGAATTCACGC GTCC3’ containing restriction site for MluI, EcoRI and
SalI were inserted in the NotI site (present in the multi cloning site), generating the plasmid pBS-villin-promoter-MES. The SV40 polyA region of the pEGFP plasmid (Clontech, Ozyme, Saint Quentin Yvelines, France) was amplified by PCR using primers
5’GGCGCCTCTAGATCATAATCAGCCATA3’ and 5’GGCGCCCTTAAGATACATTGATGAGTT3’
before subcloning into the pGEMTeasy vector (Promega, Charbonnières-les-Bains, France).
After EcoRI digestion, the SV40 polyA fragment was purified with the NucleoSpin Extract II kit (Machery-Nagel, Hoerdt, France) and then subcloned into the EcoRI site of the plasmid
pBS-villin-promoter-MES. Site directed mutagenesis was used to introduce a BsiWI site (5’ phosphorylated
before the
AGCGCAGGGAGCGGCGGCCGTACGATGCGCGGCAGCGGCACG3’)
initiation
- codon
- and
- a
- MluI
- site
- (5’
- phosphorylated
1
CCCGGGCCTGAGCCCTAAACGCGTGCCAGCCTCTGCCCTTGG3’) after the stop codon in the full length cDNA coding for the mouse LMα1 in the pCIS vector (kindly provided by P.
Yurchenco, Piscataway, NJ, USA). The BsiWI-MluI fragment containing the LMα1 cDNA was gel purified and subcloned into the BsiWI-MluI sites of the pBS-villin-promoter-MES-SV40- polyA vector giving rise to plasmid pBS-villin-LMα1.
Generation of vLMα1 transgenic mice and of the vLMα1/APC+/1638 mice
From the pBS vLMα1 plasmid a SalI fragment containing the 9 kb villin promoter region followed by the mouse LMα1 cDNA and the SV40 polyA was obtained, purified and used for
injection into pronuclei of fertilized oocytes (F1 hybrid C57Bl/6 x DBA/2, transgenic facility of the IGBMC, Strasbourg, France). Germline transmission was determined by PCR analysis of
- tail
- DNA,
- using
- the
- villin1
- primer
- present
- in
- the
- villin
- promoter
(5’ATAGGAAGCCAGTTTCCCTTC3’) and the LM17 primer present in the 5’ region of the LMα1 cDNA (5’TGACCCAGAGCACCGAGGCCA3’) generating a fragment of 152 bp. For
confirmation a second PCR was done obtaining a 166 bp product with primer LM116 present
in the 3’ region of the Lama1 cDNA (5’GCCTCATTCCGGGGCTGTGTG3’) and primer SV40
3’ (5’AATGTGGTATGGCTGATTATG3’) encompassing the SV40 polyA sequence. Two out
of 68 villin-LMα1 (vLMα1) founders showed stable integration and expression, and were further used in parallel for all experiments. Heterozygous vLMα1 mice were kept in a CD1
background (Charles River, L'Arbresle Cedex, France). In certain cases, vLMα1 mice were crossed with APC+/1638N mice (1). Double transgenic mice were kept on a CD1 background.
Generation of LMα1 knock-down cells
HEK293T cells (ATCC CRL-3216; cultured in DMEM, 10% FCS, 1% penicillin-streptomycin)
- were
- transfected
- with
- pGFP-C-sh
- LAMA1
- Lentivector
- (TL311806D:
5’-
GAGATGTGCAGATGGTTACTATGGAAACC-3’) or pGFP-C-sh control Lentivector (TR30021) containing non-effective 29-mer scrambled shRNA cassette (OriGene,
2
Cliniscience, Nanterre, France) together with pLP1, pLP2 and pLP/VSVG lentiviral packaging plasmids (Invitrogen, Life Technologies, Saint Aubin, France) to obtain lentiviral particles. After 48 hours, conditioned media from HEK293T were collected, filtered through a 0.22 µm filter to remove cell debris, and used to transduce HCT116 cells (ATTC CCL-247) cultured in DMEM supplemented with 10% fetal calf serum and 1% penicillin-streptomycin (Gibco, USA) in the presence of 5µg/mL polybrene (Sigma Aldrich, Lyon, France), followed by selection with puromycin (1.6 µg/mL, Sigma Aldrich, Lyon, France). Expression of LM1 mRNAs and protein was determined by qRT-PCR and ELISA.
Surface Plasmon Resonance
Surface Plasmon Resonance-Binding experiments were performed on a Biacore 2000 instrument (Biacore Inc., GE Healthcare, Velizy-Villacoublay, France) at 25 °C. VEGFA165 (R&D systems, Minneapolis, USA) or VEGFA121 (Prospecbio, East Brunswick, USA) was immobilized (10µl/ml) at high surface density (5.000 response units) on an activated CM5 chip using standard amine-coupling procedures, as described by the manufacturer. LM-111
was injected at a concentration of 10 μg/mL in 10 mM sodium acetate, pH 5.0, and at a flow rate of 5 μL/min during 20 min. Free groups were blocked by injecting 1M ethanolamine. To
perform binding assays, LM-111 at different concentrations (from 5 to 20µg in 200µL) was injected in 10 mM MES, pH 6.0, 150 mM NaCl, with 0.005% (v/v) Tween 20, at a flow rate of
10 μL/min. Blank surfaces were used for background corrections. Injections of 10 mM glycine, pH 2.0, at 100 μL/min for 1 min were used to regenerate surfaces between two
binding experiments. Steady state analysis was used to estimate the affinity of VEGF165 to LM-111. Dissociation constants (Kd) were estimated using 1:1 Langmuir association model as described by the manufacturer.
Gene expression analysis
RNA was extracted using the Tri Reagent according to manufacturer’s instructions
(Molecular Research Center Inc., Euromedex, Souffelweyersheim, France). RNA-Seq
3
experiments were performed at the IGBMC Affymetrix Core Facility (Illkirch, France). Library of template molecules suitable for high throughput DNA sequencing was created following
the Illumina “Truseq RNA sample preparation low throughput” protocol with some
modifications. Briefly, mRNA was purified from 2 µg total RNA using oligo-dT magnetic beads and fragmented using divalent cations at 94°C for 8 minutes. The cleaved mRNA fragments were reverse transcribed into cDNA using random primers, then the second strand of the cDNA was synthesized using Polymerase I and RNase H. The next steps of RNA-Seq Library preparation were performed in a fully automated system using SPRIworks Fragment Library System I kit (Beckman Coulter, Fullerton, USA) with the SPRI-TE instrument (Beckman Coulter). Briefly, in this system double stranded cDNA fragments were blunted, phosphorylated and ligated to indexed adapter dimers, and fragments in the range of ~200- 400 bp were size selected. The automated steps were followed by PCR amplification (30 sec at 98°C; [10 sec at 98°C, 30 sec at 60°C, 30 sec at 72°C] x 12 cycles; 5 min at 72°C), then surplus PCR primers were removed by purification using AMPure XP beads (Agencourt Biosciences Corporation, Beverly, USA). DNA libraries were checked for quality and quantified using 2100 Bioanalyzer (Agilent, Les Ulis, France). The libraries were loaded in the flow cell at 8pM concentration and clusters generated and sequenced in the Illumina Genome Analyzer IIX as single-end 72 base reads. The separation of RNA sequencing reads derived from the human tumor cells and the host murine cells was performed in silico using the Xenome software (2) that is designed to discriminate species specific sequences in a xenograft environment. Each Fastq file was separated into mouse specific and human specific sequencing reads. These were subsequently aligned using Tophat2 (3) and processed using the Cufflinks (4) pipeline to generate the final expression files. Three
independent subcutaneous tumors generated from control or HT29LMα1 cells were
sequenced. Raw data can be found using the GEO accession number GSE84296. Changes in gene expression in dependence of LMα1 are shown as Log2 fold-change (Fc) values. We chose a cutoff with a p-value <0.05, a Log2 difference of +/-0.5 for genes of stromal cells and a cutoff with a p-value <0.01, a Log2 difference of +/-1 for genes of cancer cells.
4
Microarray experiments were performed at the IGBMC Affymetrix Core Facility (Illkirch, France). Biotinylated single strand cDNA targets were prepared by using 250 ng of total RNA and the Ambion WT Expression Kit (Ambion, Fisher Scientific, Illkirch-Graffenstaden, France) or the Affymetrix GeneChip WT Terminal Labeling Kit (Affymetrix, Santa Clara, USA) according to manufacturer`s recommendations. Following fragmentation and end-labelling,
2.07 μg of cDNAs were hybridized for 16 hours at 45oC on GeneChip Human Gene 1.0 ST
arrays (Affymetrix) interrogating 28.869 genes represented by approximately 27 probes spread across the full length of the gene. The chips were washed and stained in the GeneChip® Fluidics Station 450 (Affymetrix) and scanned with the GeneChip Scanner 3000 7G (Affymetrix) at a resolution of 0,7 µm. Raw data (.CEL Intensity files) were extracted from the scanned images using the Affymetrix GeneChip Command Console (AGCC) version 3.1. CEL files were further processed with Affymetrix Expression Console software version 1. 1 to calculate probe set signal intensities using Robust Multi-array Average (RMA) algorithms with default settings. Three separate hybridizations were performed with independent
samples from control or HT29LMα1 cells. Raw data can be found using the GEO accession
number GSE83747. Changes in gene expression in dependence of LMα1 are shown as Log2 fold-change (Fc) values. We chose a cutoff with a p-value <0.01, a Log2 difference of +/-1 for genes of cancer cells.
Gene list analysis was done by using the gene ontology online Amigo tool
(http://amigo.geneontology.org/amigo)
- and
- the
- Panther
- tool
(http://pantherdb.org/webservices/go/overrep.jsp) with default parameters.
For qRT-PCR, RNA was treated with DNase I and reverse transcribed using the High Capacity cDNA RT Kit. qRT-PCR was performed using the Power SYBR Green PCR Master Mix or TaqMan Gene Expression Master Mix. All compounds were purchased from Life Technologies (St Aubin, France). Primer sequences or probes are listed in Supplemental
Table S8. Two sets of primers/probes were used to determine LMα1 expression in human
tumors, one located in the 5' (Taqman) and another in the 3' region of the gene, giving similar
5
results. Relative expression level 2e-ΔΔct was calculated for each individual sample. For xenograft analysis, a primer design approach was used to obtain species specific qRT-PCR primers. The coding regions of the mouse and human homologous cDNA sequences were aligned (www.ensembl.org). Regions of low homology were chosen for selection of species specific primers that were always spanning an intron. Primer specificity was confirmed by using cDNA from human or mouse tissues. Only primers giving an efficiency value between 93 to 108% were used. When calculating murine or human gene expression in the xenograft tumors, primers for mouse or human PBDG (porphobilinogen deaminase) were used for normalization, respectively. For colon tumors, data were normalized to the reference gene GAPDH (Glyceraldehyde 3-phosphate dehydrogenase).
References
1. Fodde R, Edelmann W, Yang K, van Leeuwen C, Carlson C, Renault B, et al. A targeted chain-termination mutation in the mouse Apc gene results in multiple intestinal tumors. ProcNatlAcadSciUSA. 1994;91:8969–73.
2. Conway T, Wazny J, Bromage A, Tymms M, Sooraj D, Williams ED, et al. Xenome—a tool for classifying reads from xenograft samples. Bioinformatics. 2012;28:i172–8.
3. Kim D, Pertea G, Trapnell C, Pimentel H, Kelley R, Salzberg SL. TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions. Genome Biol. 2013;14:R36.
4. Roberts A, Pimentel H, Trapnell C, Pachter L. Identification of novel transcripts in annotated genomes using RNA-Seq. Bioinformatics. 2011;27:2325–9.
6
Table S1 up regulated stromal genes
Gene ID
Lama1 Fgf1 Slfn1 Sec1
- Gene Name
- Log2 Fold Change
- p_value
5.00E-05 6.40E-03 2.18E-02 4.94E-02 5.00E-05 5.00E-05 1.77E-02 5.00E-05 5.50E-04 5.00E-05 5.00E-05 5.00E-05 2.27E-02 5.65E-03 5.00E-05 5.00E-05 3.50E-03 3.28E-02 2.78E-02 5.00E-05 6.90E-03 8.30E-03 2.23E-02 5.00E-05 2.92E-02 5.30E-03 3.74E-02 2.93E-02 7.00E-04 4.67E-02 1.00E-04 3.05E-03 4.31E-02 4.87E-02 5.00E-05 7.60E-03 5.00E-05 4.62E-02 5.00E-05 5.00E-05 5.80E-03 1.90E-03 2.46E-02 5.00E-05 5.00E-05 4.59E-02 5.00E-05 3.50E-02 9.30E-03 3.50E-04 5.00E-05 5.00E-05 3.55E-02 5.00E-05 3.82E-02 5.00E-05 4.00E-04 5.00E-05 1.84E-02 3.93E-02 3.84E-02 3.50E-04 4.17E-02 5.00E-05 1.00E-04 8.00E-04 1.50E-04 5.00E-05 1.37E-02 2.44E-02 2.00E-04 8.75E-03 1.00E-04 5.00E-05 1.54E-02 1.47E-02 6.00E-04 1.50E-04 5.00E-05 5.00E-05 4.84E-02 3.50E-04 5.00E-05
Laminin subunit alpha-1 Fibroblast growth factor 1 Protein Slfn1 Galactoside 2-alpha-L-fucosyltransferase 3 Protein Trim30d
7.82 5.50 3.84 3.67 3.36 2.81 2.68 2.57 2.55 2.53 2.50 2.43 2.30 2.23 2.22 2.19 2.07 2.01 1.99 1.94 1.82 1.78 1.75 1.72 1.68 1.66 1.64 1.64 1.61 1.60 1.60 1.59 1.57 1.56 1.56 1.55 1.50 1.50 1.49 1.48 1.48 1.46 1.45 1.44 1.43 1.42 1.42 1.41 1.41 1.38 1.36 1.35 1.35 1.34 1.34 1.33 1.33 1.32 1.31 1.31 1.31 1.31 1.30 1.30 1.29 1.29 1.29 1.29 1.28 1.27 1.27 1.27 1.26 1.26 1.25 1.25 1.24 1.24 1.24 1.24 1.23 1.22 1.22
226.6 45.3 14.4 12.7 10.3 7.0 6.4 5.9 5.9 5.8 5.6 5.4 4.9 4.7 4.7 4.6 4.2 4.0 4.0 3.8 3.5 3.4 3.4 3.3 3.2 3.2 3.1 3.1 3.0 3.0 3.0 3.0 3.0 3.0 2.9 2.9 2.8 2.8 2.8 2.8 2.8 2.7 2.7 2.7 2.7 2.7 2.7 2.7 2.7 2.6 2.6 2.6 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.5 2.4 2.4 2.4 2.4 2.4 2.4 2.4 2.4 2.4 2.4 2.4 2.4 2.4 2.4 2.4 2.4 2.3 2.3 2.3
Trim30d
- Gnpda1
- Glucosamine-6-phosphate isomerase 1
3830417A13Rik Protein 3830417A13Rik Zfp949 Il11 Cwc22 Tnfrsf9 Alas2 Zfp939 Fosb
Protein Zfp949 Interleukin-11 Pre-mRNA-splicing factor CWC22 homolog Tumor necrosis factor receptor superfamily member 9 5-aminolevulinate synthase, erythroid-specific, mitochondrial Protein Zfp939 Protein fosB
Stra6 Ptprn
Stimulated by retinoic acid gene 6 protein Receptor-type tyrosine-protein phosphatase-like N Transmembrane protein 26 60S ribosomal protein L10a Transmembrane protein 35 Inactive carboxypeptidase-like protein X2 Cytochrome P450 26A1 Protein MGARP Bone sialoprotein 2 40S ribosomal protein S8
Tmem26 Rpl10a Tmem35 Cpxm2 Cyp26a1 Mgarp Ibsp Rps8
- Rasl11a
- Ras-like protein family member 11A
I830012O16Rik Protein I830012O16Rik Cd69 Wt1 Oasl1 Kcng2 Fos Pcdh17 Fgf9 Nlrp1b Hhip Lin7a Actg2 Vit Edil3 Slc2a3 Lag3
Early activation antigen CD69 Wilms tumor protein homolog 2'-5'-oligoadenylate synthase-like protein 1 Protein Kcng2 Proto-oncogene c-Fos Protein Pcdh17 Fibroblast growth factor 9 NACHT-, LRR-, and PYD-containing protein 1 paralog b splice variant 3 Hedgehog-interacting protein Protein lin-7 homolog A Actin, gamma-enteric smooth muscle Vitrin EGF-like repeat and discoidin I-like domain-containing protein 3 Solute carrier family 2, facilitated glucose transporter member 3 Lymphocyte activation gene 3 protein T-cell surface glycoprotein CD4 Brain and acute leukemia cytoplasmic protein Protein Wnt-5a Cytokine receptor-like factor 1 Inactive 2'-5'-oligoadenylate synthase 1B Solute carrier family 2, facilitated glucose transporter member 1 Peptidyl-prolyl cis-trans isomerase FKBP1B Kinesin-like protein KIF1A
Cd4 Baalc Wnt5a Crlf1 Oas1b Slc2a1 Fkbp1b Kif1a Il1b Grem2 Npr3 Prelid2 Igfbp2 Brdt Ero1l Adamts6 Serpine1 Gxylt2 Ccl3 Gm5424 Tnfrsf19 Lingo1 Angpt2 Ifit1
Interleukin-1 beta Gremlin-2 Atrial natriuretic peptide receptor 3 PRELI domain-containing protein 2 Insulin-like growth factor-binding protein 2 Bromodomain testis-specific protein ERO1-like protein alpha Protein Adamts6 Plasminogen activator inhibitor 1 Glucoside xylosyltransferase 2 C-C motif chemokine 3 MCG15755 Tumor necrosis factor receptor superfamily member 19 Leucine-rich repeat and immunoglobulin-like domain-containing nogo receptor-interacting protein 1 Angiopoietin-2 Interferon-induced protein with tetratricopeptide repeats 1 Placenta growth factor Endothelial cell-specific molecule 1 Proenkephalin-A Complement C1q tumor necrosis factor-related protein 7 Myb-related transcription factor, partner of profilin Inhibin beta A chain
Pgf Esm1 Penk C1qtnf7 Mypop Inhba Rnf157 Rgs1 Cd209f Vill Hspa1a Gzmd Adm Eno2 Fst Whrn Megf10 Ier3
RING finger protein 157 Regulator of G-protein signaling 1 MCG132033, isoform CRA_a Villin-like protein Heat shock 70 kDa protein 1A Granzyme D ADM Gamma-enolase Follistatin Whirlin Multiple epidermal growth factor-like domains protein 10 Radiation-inducible immediate-early gene IEX-1
Gene ID
Rsad2 Rgs16 Osgin1 Isg15
- Gene Name
- Log2 Fold Change
- p_value
3.00E-04 5.00E-05 1.94E-02 6.00E-04 1.00E-04 3.91E-02 2.40E-02 1.95E-03 5.00E-05 5.60E-03 4.64E-02 8.50E-03 4.00E-04 1.18E-02 8.65E-03 1.45E-03 8.65E-03 2.18E-02 1.85E-03 7.50E-04 1.10E-03 2.36E-02 4.80E-03 2.40E-02 7.55E-03 5.00E-05 5.10E-03 3.86E-02 4.15E-02 2.98E-02 5.00E-05 1.20E-03 4.00E-04 5.90E-03 1.35E-03 3.90E-03 2.53E-02 1.95E-02 1.01E-02 1.65E-03 4.55E-02 2.75E-03 2.65E-03 2.00E-04 4.00E-04 3.30E-03 2.08E-02 3.51E-02 1.29E-02 1.17E-02 3.00E-04 9.00E-04 4.67E-02 5.00E-04 3.62E-02 2.40E-03 2.35E-03 4.75E-03 4.50E-03 2.18E-02 6.75E-03 6.00E-04 7.05E-03 8.50E-04 1.60E-03 1.89E-02 1.52E-02 1.55E-02 7.00E-04 6.10E-03 8.00E-04 2.07E-02 2.50E-03 2.65E-03 2.51E-02 1.06E-02 1.35E-03 6.50E-04 1.10E-03 2.03E-02 2.20E-03 1.85E-03 2.20E-03 2.87E-02 4.11E-02
Radical S-adenosyl methionine domain-containing protein 2 Regulator of G-protein signaling 16 Oxidative stress induced growth inhibitor 1 Ubiquitin-like protein ISG15
1.21 1.20 1.20 1.18 1.18 1.18 1.17 1.16 1.15 1.15 1.12 1.12 1.11 1.10 1.10 1.10 1.10 1.09 1.09 1.09 1.07 1.07 1.06 1.06 1.06 1.06 1.05 1.05 1.04 1.03 1.02 1.01 1.01 1.01 1.00 1.00 0.99 0.99 0.98 0.98 0.97 0.97 0.97 0.96 0.96 0.95 0.95 0.94 0.94 0.93 0.93 0.93 0.92 0.92 0.91 0.90 0.90 0.89 0.89 0.89 0.89 0.88 0.88 0.88 0.88 0.88 0.88 0.87 0.87 0.87 0.87 0.87 0.86 0.86 0.86 0.86 0.86 0.86 0.85 0.85 0.85 0.85 0.85 0.85 0.84
2.3 2.3 2.3 2.3 2.3 2.3 2.2 2.2 2.2 2.2 2.2 2.2 2.2 2.1 2.1 2.1 2.1 2.1 2.1 2.1 2.1 2.1 2.1 2.1 2.1 2.1 2.1 2.1 2.1 2.0 2.0 2.0 2.0 2.0 2.0 2.0 2.0 2.0 2.0 2.0 2.0 2.0 2.0 2.0 1.9 1.9 1.9 1.9 1.9 1.9 1.9 1.9 1.9 1.9 1.9 1.9 1.9 1.9 1.9 1.9 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8 1.8
Itga11 Emid1 Osbp2 Pilra
Integrin alpha-11 EMI domain-containing protein 1 Oxysterol-binding protein 2 Paired immunoglobulin-like type 2 receptor alpha
- Leukemia inhibitory factor
- Lif
Igfbp3 Wdfy2 Lrrc55 Mdk
Insulin-like growth factor-binding protein 3 WD repeat and FYVE domain-containing protein 2 Leucine-rich repeat-containing protein 55 Midkine
Unc13a Hoxd8 Dusp4 B3gnt7 Aoah
Protein unc-13 homolog A Homeobox protein Hox-D8 Dual specificity protein phosphatase 4 UDP-GlcNAc:betaGal beta-1,3-N-acetylglucosaminyltransferase 7 Acyloxyacyl hydrolase
- Ifit3
- Interferon-induced protein with tetratricopeptide repeats 3
Egl nine homolog 3 Nuclear receptor subfamily 4 group A member 1 Solute carrier family 13 member 3 Retinal dehydrogenase 2 Ankyrin repeat domain-containing protein 37 Adenylate kinase 4, mitochondrial Tripartite motif-containing protein 30A KN motif and ankyrin repeat domain-containing protein 4 Dihydrofolate reductase
Egln3 Nr4a1 Slc13a3 Aldh1a2 Ankrd37 Ak4 Trim30a Kank4 Dhfr Eid2 Angpt4 Egr1 Bcl2a1b Arg1
EP300-interacting inhibitor of differentiation 2 Angiopoietin-4 Early growth response protein 1 B-cell leukemia/lymphoma 2 related protein A1b Arginase-1
1810011H11Rik Protein 1810011H11Rik Camk2n1 Pstpip1 Cd72 Mmp17 Slc1a4 Wnt11 Nphp3 Hilpda Maff
Calcium/calmodulin-dependent protein kinase II inhibitor 1 Proline-serine-threonine phosphatase-interacting protein 1 B-cell differentiation antigen CD72 Matrix metalloproteinase-17 Neutral amino acid transporter A Protein Wnt-11 Nephrocystin-3 Hypoxia-inducible lipid droplet-associated protein Transcription factor MafF
Chst11 Aldh1a3 Tnfaip3 Samsn1 Abt1 Usp18 Ndufa4l2 Scara3 Clec7a Zfp955a Apobec1 Otud1
Carbohydrate sulfotransferase 11 Aldehyde dehydrogenase family 1 member A3 Tumor necrosis factor alpha-induced protein 3 SAM domain-containing protein SAMSN-1 Activator of basal transcription 1 Ubl carboxyl-terminal hydrolase 18 NADH dehydrogenase [ubiquinone] 1 alpha subcomplex subunit 4-like 2 Scavenger receptor class A member 3 C-type lectin domain family 7 member A Protein Zfp955a C-U-editing enzyme APOBEC-1 OTU domain-containing protein 1 Protein Adamtsl3 Spermatogenesis-associated protein 13 Teashirt homolog 3
Adamtsl3 Spata13 Tshz3 Lpcat2 Grem1 H2-M3 Slc16a3 Ppp1r15a Dkk3
Lysophosphatidylcholine acyltransferase 2 Gremlin-1 Histocompatibility 2, M region locus 3 Monocarboxylate transporter 4 Protein phosphatase 1 regulatory subunit 15A Dickkopf-related protein 3
- Lepr
- Leptin receptor
Cnnm4 Wnt2
Metal transporter CNNM4 Protein Wnt-2
Hspa1b Ifit2 Hs3st3b1 Cx3cl1 Ripk2
Heat shock 70 kDa protein 1B Interferon-induced protein with tetratricopeptide repeats 2 Heparan sulfate glucosamine 3-O-sulfotransferase 3B1 Fractalkine Receptor-interacting serine/threonine-protein kinase 2
- Protein sprouty homolog 4
- Spry4
Gpr35 Lrmp Hhipl1 Csf2rb2 Ndrg1
G-protein coupled receptor 35 Lymphoid-restricted membrane protein HHIP-like protein 1 Interleukin-3 receptor class 2 subunit beta Protein NDRG1
Slc7a2 Tagln
Low affinity cationic amino acid transporter 2 Transgelin
Vegfa Fmod
Vascular endothelial growth factor A Fibromodulin
- Has2
- Hyaluronan synthase 2
Uxs1 Arhgap15
UDP-glucuronic acid decarboxylase 1 Rho GTPase-activating protein 15