Co-expression analysis

Gene ID At1g47540
Gene name trypsin inhibitor, putative
Module size 67 genes
NF 0.72
%ile 90.2



Co-expression network

pink confeito: Transcription factor, green bicone: Binding protein, red cone: Enzyme protein, blue sphere: Other protein
large node: VF over 0.50, middle node: over 0.25, small node: below 0.25



Co-expressed genes

Click gene/probe ID to show a list of genes that are co-expressed with the gene.

VF %ile CC Gene ID Repr. ID Gene name Func. O.I. H.G. S.X. Other DB
1.00100.01.00At1g47540841163trypsin inhibitor, putativeF:ion channel inhibitor activity;P:defense response;C:endomembrane system, extracellular region;POO.I.H.G.S.X.
0.9095.10.74At1g03890839379cupin family proteinF:nutrient reservoir activity;P:biological_process unknown;C:endomembrane system;PBMOO.I.H.G.S.X.
0.8994.60.74At4g271508288232S seed storage protein 2 / 2S albumin storage protein / NWMU2-2S albumin 2F:lipid binding, nutrient reservoir activity;P:lipid transport;C:endomembrane system;POO.I.H.G.S.X.
0.8994.60.75At5g07190830610ATS3 (ARABIDOPSIS THALIANA SEED GENE 3)Gene is expressed preferentially in the embryo and encodes a unique protein of unknown function.O.I.H.G.S.X.
0.8894.00.72At4g271408288222S seed storage protein 1 / 2S albumin storage protein / NWMU1-2S albumin 1F:lipid binding, nutrient reservoir activity;P:lipid transport;C:endomembrane system;PMOO.I.H.G.S.X.
0.8894.00.74At1g03880839383CRU2 (CRUCIFERIN 2)Protein is tyrosine-phosphorylated and its phosphorylation state is modulated in response to ABA in Arabidopsis thaliana seeds.O.I.H.G.S.X.
0.8894.00.74At4g25140828617OLEO1 (OLEOSIN 1)Encodes oleosin1, a protein found in oil bodies, involved in seed lipid accumulation. Suppression of OLEO1 (and OLEO2) resulted in an aberrant phenotype of embryo cells that contain unusually large oilbodies that are not normally observed in seeds. Changes in the size of oilbodies caused disruption of storage organelles, altering accumulation of lipids and proteins and causing delay in germination. Functions in freezing tolerance of seeds.O.I.H.G.S.X.
0.8793.50.75At4g26740828781ATS1 (ARABIDOPSIS THALIANA SEED GENE 1)Gene is expressed preferentially in the embryo, has similarity to a rice ABA-responsive gene, EFA27.O.I.H.G.S.X.
0.8793.50.76At1g54860841925unknown proteinF:molecular_function unknown;P:biological_process unknown;C:anchored to membrane;PO.I.H.G.S.X.
0.8793.50.72At4g27160828824AT2S3F:lipid binding, nutrient reservoir activity;P:lipid transport;C:endomembrane system;POO.I.H.G.S.X.
0.8793.50.78At3g27660822388OLEO4 (OLEOSIN 4)Encodes oleosin4 (Plant Cell, 2006, 18:1961), a protein found in oil bodies, involved in seed lipid accumulation. Functions in freezing tolerance of seeds. Note: also referred to as OLE3 in Plant Journal 2008, 55:798.O.I.H.G.S.X.
0.8793.50.75At3g01570821106glycine-rich protein / oleosinF:molecular_function unknown;P:lipid storage;C:monolayer-surrounded lipid storage body, integral to membrane, membrane;PO.I.H.G.S.X.
0.8693.10.72At4g271708288252S seed storage protein 4 / 2S albumin storage protein / NWMU2-2S albumin 4F:lipid binding, nutrient reservoir activity;P:lipid transport;C:endomembrane system;POO.I.H.G.S.X.
0.8592.40.74At1g62290842526aspartyl protease family proteinF:aspartic-type endopeptidase activity;P:proteolysis, lipid metabolic process;C:vacuole;MFOPBO.I.H.G.S.X.
0.8592.40.71At5g59170836035proline-rich family proteinF:unknown;P:unknown;C:endomembrane system;MPOBFVAO.I.H.G.S.X.
0.8491.90.76At1g17810838359BETA-TIP (BETA-TONOPLAST INTRINSIC PROTEIN)beta-tonoplast intrinsic protein (beta-TIP) mRNA, completeO.I.H.G.S.X.
0.8290.90.64At3g60730825244pectinesterase family proteinF:enzyme inhibitor activity, pectinesterase activity;P:cell wall modification;C:endomembrane system, cell wall, plant-type cell wall;PBFMO.I.H.G.S.X.
0.8290.90.77At5g62800836401seven in absentia (SINA) family proteinF:ubiquitin-protein ligase activity, protein binding, zinc ion binding;P:multicellular organismal development, protein ubiquitination, ubiquitin-dependent protein catabolic process;C:nucleus;MPOFO.I.H.G.S.X.
0.8190.40.74At2g28490817397cupin family proteinF:nutrient reservoir activity;P:biological_process unknown;C:endomembrane system;BMPOFVAO.I.H.G.S.X.
0.8190.40.64At2g41070818706EEL (ENHANCED EM LEVEL)Transcription factor homologous to ABI5. Regulates AtEm1 expression by binding directly at the AtEm1 promoter. Located in the nucleus and expressed during seed maturation in the cotyledons and later in the whole embryo.O.I.H.G.S.X.
0.8190.40.74At4g36700829823cupin family proteinF:nutrient reservoir activity;P:biological_process unknown;C:endomembrane system;MOFBPVAO.I.H.G.S.X.
0.8190.40.68At4g28520828970CRU3 (CRUCIFERIN 3)Encodes a 12S seed storage protein that is tyrosine-phosphorylated and its phosphorylation state is modulated in response to ABA in Arabidopsis thaliana seeds.O.I.H.G.S.X.
0.8190.40.70At5g40420834040OLEO2 (OLEOSIN 2)Encodes oleosin2, a protein found in oil bodies, involved in seed lipid accumulation. Suppression of OLEO1 (and OLEO2) resulted in an aberrant phenotype of embryo cells that contain unusually large oilbodies that are not normally observed in seeds. Changes in the size of oilbodies caused disruption of storage organelles, altering accumulation of lipids and proteins and causing delay in germination. Functions in freezing tolerance of seeds.O.I.H.G.S.X.
0.8089.80.66At5g44120834435CRA1 (CRUCIFERINA)Encodes a 12S seed storage protein. The Landsberg erecta genome contains another copy of 12S globulin gene, CRA2, which is located tandemly with CRA1. Protein is tyrosine-phosphorylated and its phosphorylation state is modulated in response to ABA in Arabidopsis thaliana seeds.O.I.H.G.S.X.
0.8089.80.65At3g62730825448unknown proteinF:molecular_function unknown;P:biological_process unknown;C:endomembrane system;PBO.I.H.G.S.X.
0.7989.10.73At3g63040825479unknown proteinF:molecular_function unknown;P:biological_process unknown;C:endomembrane system;PO.I.H.G.S.X.
0.7888.60.75At5g50600835129AtHSD1 (hydroxysteroid dehydrogenase 1)F:oxidoreductase activity, binding, catalytic activity;P:response to brassinosteroid stimulus, response to abscisic acid stimulus;C:endomembrane system;BOMFPAVO.I.H.G.S.X.
0.7888.60.64At5g64190836540unknown proteinF:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;PO.I.H.G.S.X.
0.7788.00.72At3g22640821835PAP85F:nutrient reservoir activity;P:biological_process unknown;C:plant-type cell wall;POMO.I.H.G.S.X.
0.7687.40.67At1g14950838060major latex protein-related / MLP-relatedF:molecular_function unknown;P:response to biotic stimulus, defense response;C:cellular_component unknown;PO.I.H.G.S.X.
0.7687.40.72At1g65090842817unknown proteinF:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;MOFPBVO.I.H.G.S.X.
0.7586.90.68At1g67100843030LBD40 (LOB DOMAIN-CONTAINING PROTEIN 40)F:unknown;P:response to gibberellin stimulus;C:unknown;PO.I.H.G.S.X.
0.7586.90.67At2g02120814743PDF2.1Predicted to encode a PR (pathogenesis-related) protein. Belongs to the plant defensin (PDF) family with the following members: At1g75830/PDF1.1, At5g44420/PDF1.2a, At2g26020/PDF1.2b, At5g44430/PDF1.2c, At2g26010/PDF1.3, At1g19610/PDF1.4, At1g55010/PDF1.5, At2g02120/PDF2.1, At2g02100/PDF2.2, At2g02130/PDF2.3, At1g61070/PDF2.4, At5g63660/PDF2.5, At2g02140/PDF2.6, At5g38330/PDF3.1 and At4g30070/PDF3.2.O.I.H.G.S.X.
0.7586.90.70At1g05510837053-Protein is tyrosine-phosphorylated and its phosphorylation state is modulated in response to ABA in Arabidopsis thaliana seeds.O.I.H.G.S.X.
0.7586.90.66At2g27380817282ATEPR1Encodes an extensin like gene involved in seed germination.O.I.H.G.S.X.
0.7486.10.70At5g45830834623DOG1 (DELAY OF GERMINATION 1)Encodes DOG1 (DELAY OF GERMINATION 1). A quantitative trait locus involved in the control of seed dormancy. Belongs to a novel plant-specific gene family whose members include: DOG1-like 1-4 (DOGL1-4, At4g18660, At4g18680, At4g18690, At4g18650 respectively) and DOG1. DOG1 expression is seed-specific.O.I.H.G.S.X.
0.7486.10.67At1g48130841231ATPER1encodes a protein similar to the 1-cysteine (1-Cys) peroxiredoxin family of antioxidants. Expression is limited to seed (aleurone and embryo) and is not induced by ABA or drought.O.I.H.G.S.X.
0.7385.50.72At4g31830829312unknown proteinF:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;PO.I.H.G.S.X.
0.7385.50.65At5g54740835563protease inhibitor/seed storage/lipid transfer protein (LTP) family proteinF:lipid binding, nutrient reservoir activity;P:lipid transport, pollen development;C:endomembrane system;POO.I.H.G.S.X.
0.7385.50.70At3g18570821388glycine-rich protein / oleosinF:molecular_function unknown;P:lipid storage;C:monolayer-surrounded lipid storage body, integral to membrane, membrane;PO.I.H.G.S.X.
0.7284.80.70At1g73190843653TIP3Moves to the Protein Storage Vacuole in a Golgi independent mannerO.I.H.G.S.X.
0.7184.20.66At1g68380843167unknown proteinF:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;POO.I.H.G.S.X.
0.7083.50.67At1g04560839491AWPM-19-like membrane family proteinF:molecular_function unknown;P:biological_process unknown;C:endomembrane system;PO.I.H.G.S.X.
0.6982.90.68At5g45690834608unknown proteinF:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;BPFO.I.H.G.S.X.
0.6982.90.78At5g09640830823SCPL19encodes a serine carboxypeptidase-like (SCPL) protein. Mutants accumulate sinapoylglucose instead of sinapoylcholine, and have increased levels of choline and decreased activity of the enzyme sinapoylglucose:choline sinapoyltransferase.O.I.H.G.S.X.
0.6882.20.65At2g21490816688LEA (DEHYDRIN LEA)F:molecular_function unknown;P:response to water, response to stress;C:cellular_component unknown;PMFOBVO.I.H.G.S.X.
0.6781.60.67At4g16160827308mitochondrial import inner membrane translocase subunit Tim17/Tim22/Tim23 family proteinHomologous to pea OEP16 and barley pPORA (OEP16), a member of Arabidopsis OEP16 family. Two OEP16 genes are closely related to each other and are conserved in all land plants, OEP16-2, also named OEP16-S, and OEP16-1 (renamed OEP16-L) are result of the gene duplication event that occurred prior to divergence of bryophytes and seed plants. Predominantly expressed in seed and is not inducible by cold treatment. atOEP16-S gained an additional exon. The promoter region of atOEP16-S (but not atOEP16-L) contains multiple G-box ABA-responsive elements. The atOEP16-S promoter conferred developmentally regulated seed- and pollen-specific GUS expression in tobacco.O.I.H.G.S.X.
0.6680.10.71At1g29680839845unknown proteinF:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;BPFO.I.H.G.S.X.
0.6680.10.69At2g33520817917-F:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;PMFO.I.H.G.S.X.
0.6680.10.69At5g55240835617caleosin-related family protein / embryo-specific protein, putativeF:calcium ion binding;P:biological_process unknown;C:cellular_component unknown;PFOO.I.H.G.S.X.
0.6579.60.64At1g11170837658unknown proteinF:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;POBO.I.H.G.S.X.
0.6579.60.66At3g56350824802superoxide dismutase (Mn), putative / manganese superoxide dismutase, putativeF:superoxide dismutase activity, metal ion binding;P:superoxide metabolic process, removal of superoxide radicals;C:mitochondrion, endomembrane system;BOFMPAVO.I.H.G.S.X.
0.6478.90.68At4g34520829603KCS18Encodes KCS18, a member of the 3-ketoacyl-CoA synthase family involved in the biosynthesis of VLCFA (very long chain fatty acids).O.I.H.G.S.X.
0.6277.30.69At4g10020826593AtHSD5 (hydroxysteroid dehydrogenase 5)F:oxidoreductase activity, binding, catalytic activity;P:metabolic process;C:endomembrane system;BOMFPAVO.I.H.G.S.X.
0.6176.70.65At2g19320816449unknown proteinF:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;PO.I.H.G.S.X.
0.5974.70.66At4g18650827599transcription factor-relatedF:molecular_function unknown;P:biological_process unknown;C:endomembrane system;PMO.I.H.G.S.X.
0.5974.70.67At5g01670831701aldose reductase, putativeF:oxidoreductase activity;P:oxidation reduction;C:unknown;BMOFPAO.I.H.G.S.X.
0.5873.80.66At2g23640816896reticulon family protein (RTNLB13)F:molecular_function unknown;P:biological_process unknown;C:endoplasmic reticulum;MPOO.I.H.G.S.X.
0.5873.80.65At4g21020827849late embryogenesis abundant domain-containing protein / LEA domain-containing proteinF:unknown;P:embryonic development ending in seed dormancy;C:unknown;OMBPFVAO.I.H.G.S.X.
0.5773.80.67At5g22470832308NAD+ ADP-ribosyltransferaseF:NAD+ ADP-ribosyltransferase activity;P:protein amino acid ADP-ribosylation;C:intracellular, nucleus;MOPFBVO.I.H.G.S.X.
0.5773.80.64At5g01300830983phosphatidylethanolamine-binding family proteinF:phosphatidylethanolamine binding;P:biological_process unknown;C:cellular_component unknown;BOAPFO.I.H.G.S.X.
0.5773.80.70At5g51210835196OLEO3 (OLEOSIN3)Encodes oleosin3, a protein found in oil bodies, involved in seed lipid accumulation.O.I.H.G.S.X.
0.5673.00.64At3g05260819690short-chain dehydrogenase/reductase (SDR) family proteinF:oxidoreductase activity, binding, catalytic activity;P:metabolic process;C:cellular_component unknown;BOMFPAVO.I.H.G.S.X.
0.5673.00.65At3g44460823571DPBF2basic leucine zipper transcription factor (BZIP67), identical to basic leucine zipper transcription factor GI:18656053 from (Arabidopsis thaliana); identical to cDNA basic leucine zipper transcription factor (atbzip67 gene) GI:18656052. Located in the nucleus and expressed during seed maturation in the cotyledons.O.I.H.G.S.X.
0.5570.60.66At1g27990839692unknown proteinF:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;PO.I.H.G.S.X.
0.5570.60.64At3g11050820276ATFER2 (ferritin 2)F:oxidoreductase activity, ferric iron binding, binding, transition metal ion binding;P:response to oxidative stress, cellular iron ion homeostasis, response to abscisic acid stimulus, iron ion transport;C:chloroplast;MBPOAFO.I.H.G.S.X.
0.5166.30.64At1g75490843885DNA binding / transcription factorencodes a member of the DREB subfamily A-2 of ERF/AP2 transcription factor family. The protein contains one AP2 domain. There are eight members in this subfamily including DREB2A AND DREB2B that are involved in response to drought.O.I.H.G.S.X.

Click More genes

Link to AtGenExpress Visualization Tool



Specific experiments for the module

Std2 GX %ile GSM ID Assay name GSE ID Experiment title Link to GEO
55.599.8GSM253647Col-0 3GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
54.699.8GSM205430met1-3_leaf_fourth-selfed generation_rep02GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
51.399.8GSM143298Low_Na_seg_pool_ts_col_F2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
49.599.8GSM253649Col-0-2GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
48.799.8GSM143301Ts_genomic_hyb_2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
48.199.8GSM143306High_Na_seg_pool_tsu_col_F2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
46.299.8GSM143307Low_Na_seg_pool_tsu_col_F2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
45.899.8GSM143299High_Na_seg_pool_ts_col_F2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
45.699.8GSM143302Ts_genomic_hyb_1GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
44.599.8GSM253648Col-0-1GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
44.599.8GSM205432Col_ leaf_ wildtype_rep01GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
43.799.8GSM143300Ts_genomic_hyb_3GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
43.399.8GSM143308Tsu_genomic_hyb_3GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
43.199.8GSM253650Ler 3GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
42.999.8GSM253645High_Mo_seg_pool_Ler_col_F2GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
42.099.8GSM143310Tsu_genomic_hyb_1GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
41.999.8GSM205435Col_ leaf_ wildtype_rep02GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
41.999.8GSM253646Low_Mo_seg_pool_Ler_col_F2GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
41.099.8GSM205428met1-3_leaf_fourth-selfed generation_rep01GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
40.799.8GSM143309Tsu_genomic_hyb_2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
40.399.8GSM253652Ler 2GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
39.399.8GSM253651Ler 1GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
37.599.7GSM205426met1-3_leaf_second-selfed generation_rep02GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
36.499.7GSM205364met1-3_leaf_second-selfed generation_rep01GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
23.699.6GSM184537Whole roots 2hr KCl control treated then frozen, biological rep1GSE7631Cell-specific nitrogen responses in the Arabidopsis rootLink to GEO
23.599.6GSM142734DH001_ATH1_A1-UNM1GSE6162Transcriptome analysis of Arabidopsis microgametogenesisLink to GEO
22.399.6GSM142735DH001_ATH1_A2-BCP1GSE6162Transcriptome analysis of Arabidopsis microgametogenesisLink to GEO
21.599.6GSM133762Lindsey_1-14_torpedo-root_Rep1_ATH1GSE5730Transcriptional profiling of laser-capture micro-dissected embryonic tissuesLink to GEO
19.299.6GSM184551Whole roots 2hr KCl control treated then incubated in protoplast-generating solution minus enzymes, biological rep1GSE7631Cell-specific nitrogen responses in the Arabidopsis rootLink to GEO
18.799.5GSM226530LCOLUMELLASBGSE8934A high resolution organ expression map reveals novel expression patterns and predicts cellular functionLink to GEO
16.399.5GSM184556Whole roots 2hr KNO3 treated then incubated in protoplast-generating solution minus enzymes, biological rep2GSE7631Cell-specific nitrogen responses in the Arabidopsis rootLink to GEO
14.199.4GSM176876AWP_AL_Txed_1GSE7334Microarray Analysis of Arabidopsis Genome Response to Aluminum StressLink to GEO
13.299.4GSM142737DH001_ATH1_A4-UNM2GSE6162Transcriptome analysis of Arabidopsis microgametogenesisLink to GEO
12.699.3GSM142738DH001_ATH1_A5-BCP2GSE6162Transcriptome analysis of Arabidopsis microgametogenesisLink to GEO
11.799.3GSM284394Arabidopsis GCE3GSE11262Expression data from Arabidopsis Seed Compartments at the Globular Embryo Stage.Link to GEO
9.499.1E-MEXP-1443-raw-cel-1581869573
9.099.1GSM311280Laser capture microdissected (LCM) chalazal endosperm at the pre-globular stage, biological replicate 2GSE12402Expression data from Arabidopsis seed compartments at the pre-globular stageLink to GEO
9.099.1GSM184497Endodermis&Pericycle root cells 2hr transitory KNO3 treated, biological rep1GSE7631Cell-specific nitrogen responses in the Arabidopsis rootLink to GEO

Biological processes inferred to relate to the module

SFGenesGO IDProcess NameLink to AmiGO
0.1416GO:0019915The accumulation and maintenance in cells or tissues of lipids, compounds soluble in organic solvents but insoluble or sparingly soluble in aqueous solvents. Lipid reserves can be accumulated during early developmental stages for mobilization and utilization at later stages of development.Link to AmiGO
0.0955GO:0009845The physiological and developmental changes that occur in a seed commencing with water uptake (imbibition) and terminating with the elongation of the embryonic axis.Link to AmiGO
0.0853GO:0010344The cellular process by which an seed oilbody is synthesized, aggregates, and bonds together. Seed oilbodies are simple organelles comprising a matrix of triglyceride surrounded by a phospholipid monolayer embedded and covered with unique proteins called oleosins. Seed oilbodies supply the energy requirements for the growth of the seedling after germination.Link to AmiGO

KEGG PATHWAY inferred to related to the module

SFGenesKEGG IDPathway nameLink to KEGG
0.012100940Phenylpropanoid biosynthesisLink to KEGG PATHWAY

Inter-species module comparison

Select a plant to compare co-expressed genes between species.
Glycine_max
Hordeum_vulgare
Oryza_sativa
Populus_trichocarpa
Triticum_aestivum
Vitis_vinifera
Zea_mays



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