Co-expression analysis

Gene ID At1g78240
Gene name TSD2 (TUMOROUS SHOOT DEVELOPMENT 2)
Module size 44 genes
NF 0.28
%ile 33.4



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
1.00100.01.00At1g78240844160TSD2 (TUMOROUS SHOOT DEVELOPMENT 2)Encodes TSD2 (TUMOROUS SHOOT DEVELOPMENT2), a putative methyltransferase with an essential role in cell adhesion and coordinated plant development.O.I.H.G.S.X.
0.4862.50.88At1g71820843512SEC6F:molecular_function unknown;P:pollen germination, pollen tube growth;C:plasma membrane, exocyst;MFOPBAO.I.H.G.S.X.
0.4558.30.89At1g28240839718unknown proteinF:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;POBAFMVO.I.H.G.S.X.
0.4457.20.89At4g02350828060exocyst complex subunit Sec15-like family proteinF:molecular_function unknown;P:pollen germination, pollen tube growth;C:plasma membrane, membrane, exocyst;MFPOO.I.H.G.S.X.
0.4152.40.88At5g54830835573DOMON domain-containing protein / dopamine beta-monooxygenase N-terminal domain-containing proteinF:dopamine beta-monooxygenase activity, monooxygenase activity;P:histidine catabolic process, metabolic process;C:endomembrane system;MPBFOAO.I.H.G.S.X.
0.4152.40.89At1g77140844050VPS45 (VACUOLAR PROTEIN SORTING 45)A peripheral membrane protein that associates with microsomal membranes, likely to function in the transport of proteins to the vacuole. It is a member of Sec1p protein family. It may be involved in the regulation of vesicle fusion reactions through interaction with t-SNAREs at the Golgi trans face.O.I.H.G.S.X.
0.4050.80.88At4g23460828445beta-adaptin, putativeF:protein transporter activity, protein binding, clathrin binding, binding;P:intracellular protein transport, vesicle-mediated transport, protein transport;C:plasma membrane;MFOPBAO.I.H.G.S.X.
0.4050.80.89At5g04480830327-F:molecular_function unknown;P:biosynthetic process;C:Golgi apparatus;BOPAO.I.H.G.S.X.
0.3948.40.89At5g22770832340alpha-ADR (alpha-adaptin)F:protein transporter activity, protein binding, binding;P:intracellular protein transport, vesicle-mediated transport, protein transport;C:plasma membrane, membrane;MOFPO.I.H.G.S.X.
0.3846.70.88At4g00570828222malate oxidoreductase, putativeF:oxidoreductase activity, acting on NADH or NADPH, NAD or NADP as acceptor, malic enzyme activity, ATP binding;P:oxidation reduction, malate metabolic process, metabolic process;C:mitochondrion, chloroplast;BOMPFAO.I.H.G.S.X.
0.3745.00.90At3g10380820201SEC8 (SUBUNIT OF EXOCYST COMPLEX 8)Subunit of the Putative Arabidopsis Exocyst ComplexO.I.H.G.S.X.
0.3745.00.89At2g25800817122-F:unknown;P:biological_process unknown;C:unknown;POMFBO.I.H.G.S.X.
0.3541.60.88At2g22125816747bindingF:binding;P:biological_process unknown;C:plasma membrane;PMFOBAO.I.H.G.S.X.
0.3541.60.89At1g74380843779XXT5 (XYLOGLUCAN XYLOSYLTRANSFERASE 5)F:xyloglucan 6-xylosyltransferase activity, transferase activity, transferring glycosyl groups, transferase activity;P:N-terminal protein myristoylation, root hair elongation;C:Golgi apparatus, Golgi membrane;PFOO.I.H.G.S.X.
0.3541.60.90At3g51550824318FER (FERONIA)Encodes a synergid-expressed, plasma-membrane localized receptor-like kinase that accumulates asymetrically in the synergid membrnane at the filiform apparatus and mediates male-female gametophyte interactions during pollen tube reception.O.I.H.G.S.X.
0.3439.80.89At1g73200843654phosphoinositide bindingF:phosphoinositide binding;P:signal transduction;C:vacuole;FMPOO.I.H.G.S.X.
0.3439.80.88At3g13870820600RHD3 (ROOT HAIR DEFECTIVE 3)required for regulated cell expansion and normal root hair development. Encodes an evolutionarily conserved protein with putative GTP-binding motifs that is implicated in the control of vesicle trafficking between the endoplasmic reticulum and the Golgi compartments.O.I.H.G.S.X.
0.3439.80.88At2g42880818888ATMPK20member of MAP KinaseO.I.H.G.S.X.
0.3338.10.90At3g02350820474GAUT9 (Galacturonosyltransferase 9)Encodes a protein with putative galacturonosyltransferase activity.O.I.H.G.S.X.
0.3235.70.89At2g25430817081epsin N-terminal homology (ENTH) domain-containing proteinF:phospholipid binding, clathrin binding, binding, phosphatidylinositol binding;P:clathrin coat assembly;C:nucleus, plasma membrane;MPOBFAVO.I.H.G.S.X.
0.3235.70.88At5g39500833946pattern formation protein, putativeF:ARF guanyl-nucleotide exchange factor activity;P:regulation of ARF protein signal transduction;C:intracellular;MFOPBO.I.H.G.S.X.
0.3235.70.88At3g16270820873-F:unknown;P:intracellular protein transport;C:membrane;MOPBFO.I.H.G.S.X.
0.3133.80.88At5g14950831347GMII (GOLGI ALPHA-MANNOSIDASE II)Encodes a golgi alpha-mannosidase, an enzyme responsible for the formation of major complex-type N-glycans.O.I.H.G.S.X.
0.3133.80.89At3g50590824223nucleotide bindingF:nucleotide binding;P:biological_process unknown;C:plasma membrane;MBFOPVO.I.H.G.S.X.
0.3032.10.88At2g13560815842malate oxidoreductase, putativeF:oxidoreductase activity, acting on NADH or NADPH, NAD or NADP as acceptor, malic enzyme activity, ATP binding;P:response to salt stress, malate metabolic process;C:mitochondrion, chloroplast;BOMPFAO.I.H.G.S.X.
0.3032.10.88At5g04550830334unknown proteinF:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;PMBO.I.H.G.S.X.
0.2930.30.88At4g32410829376CESA1 (CELLULOSE SYNTHASE 1)Encodes a cellulose synthase isomer. CESA1 mutants have cellulose defect in the primary cell wall. Multiple lines of evidence suggest that CESA1, along with CESA3 and CESA6 are present in the same plasma membrane complex for cellulose biosynthesis. lasma membrane complex for cellulose biosynthesis.O.I.H.G.S.X.
0.2830.30.88At1g20980838692SPL14 (squamosa promoter binding protein-like 14)Encodes a nuclear plant-specific protein with features characteristic of a transcriptional regulator, including a nuclear localization signal sequence, a plant-specific DNA binding domain (the SBP box), and a protein interaction motif (ankyrin repeats). It unctions as a transcriptional regulator that plays a role not only in sensitivity to FB1, but also in the development of normal plant architecture.O.I.H.G.S.X.
0.2830.30.88At2g05170815065ATVPS11Homologous to yeast VPS11. Forms a complex with VCL1 and AtVPS33. Involved in vacuolar biogenesis.O.I.H.G.S.X.
0.2726.20.89At1g27600839652glycosyl transferase family 43 proteinF:transferase activity, transferring glycosyl groups;P:protein amino acid glycosylation;C:membrane;MPOO.I.H.G.S.X.
0.2522.60.88At5g18190831937protein kinase family proteinF:protein serine/threonine kinase activity, protein kinase activity, kinase activity, ATP binding;P:protein amino acid phosphorylation;C:cellular_component unknown;MBOPFVAO.I.H.G.S.X.
0.2522.60.88At5g05170830399CEV1 (CONSTITUTIVE EXPRESSION OF VSP 1)Encodes a cellulose synthase isomer. CESA3 mutants have cellulose defect in the primary cell wall. Multiple lines of evidence suggest that CESA3, along with CESA1 and CESA6 are present in the same plasma membrane complex for cellulose biosynthesis.O.I.H.G.S.X.
0.2319.30.88At4g31480829275coatomer beta subunit, putative / beta-coat protein, putative / beta-COP, putativeF:protein binding, clathrin binding, structural molecule activity, binding;P:intracellular protein transport, vesicle-mediated transport;C:membrane coat, endomembrane system, COPI vesicle coat;MOFPO.I.H.G.S.X.
0.2115.80.88At3g46820823835TOPP5Encodes the catalytic subunit of a Type 1 phosphoprotein Ser/Thr phosphatase, expressed in roots, shoots and flowers.O.I.H.G.S.X.
0.2115.80.88At1g21630838765calcium-binding EF hand family proteinF:calcium ion binding;P:unknown;C:cytosol, plasma membrane;BMOFPVAO.I.H.G.S.X.
0.2115.80.88At4g38040829960exostosin family proteinF:catalytic activity;P:biological_process unknown;C:chloroplast, membrane;PMOBFVO.I.H.G.S.X.
0.1912.70.88At2g41960818796unknown proteinF:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;MOFPBVAO.I.H.G.S.X.
0.1811.40.88At1g08200837341AXS2 (UDP-D-APIOSE/UDP-D-XYLOSE SYNTHASE 2)Encodes a putative UDP-D-apiose/UPD-D-xylose synthetase.O.I.H.G.S.X.
0.1811.40.89At3g24350822024SYP32 (SYNTAXIN OF PLANTS 32)member of Glycoside Hydrolase Family 17O.I.H.G.S.X.
0.1811.40.89At4g37880829944protein binding / zinc ion bindingF:protein binding, zinc ion binding;P:biological_process unknown;C:cellular_component unknown;MFOPO.I.H.G.S.X.
0.146.80.88At4g19140827652unknown proteinF:molecular_function unknown;P:biological_process unknown;C:cellular_component unknown;PO.I.H.G.S.X.
0.146.80.88At4g24840828587-F:molecular_function unknown;P:protein transport, Golgi organization;C:vacuole;MFOPO.I.H.G.S.X.
0.135.80.88At2g21390816678coatomer protein complex, subunit alpha, putativeF:protein binding, structural molecule activity, transporter activity;P:intracellular protein transport, vesicle-mediated transport, ER to Golgi vesicle-mediated transport;C:COPI vesicle coat, CUL4 RING ubiquitin ligase complex, membrane;MFOBPAO.I.H.G.S.X.
0.124.90.88At3g01340821216protein transport protein SEC13 family protein / WD-40 repeat family proteinF:nucleotide binding;P:intracellular protein transport, membrane budding;C:cellular_component unknown;MFBOPAO.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
86.999.9GSM205430met1-3_leaf_fourth-selfed generation_rep02GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
68.199.9GSM205428met1-3_leaf_fourth-selfed generation_rep01GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
65.399.8GSM205426met1-3_leaf_second-selfed generation_rep02GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
50.699.8GSM205364met1-3_leaf_second-selfed generation_rep01GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
42.999.8GSM253645High_Mo_seg_pool_Ler_col_F2GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
40.199.8GSM253648Col-0-1GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
39.699.8GSM184556Whole roots 2hr KNO3 treated then incubated in protoplast-generating solution minus enzymes, biological rep2GSE7631Cell-specific nitrogen responses in the Arabidopsis rootLink to GEO
39.399.8GSM143307Low_Na_seg_pool_tsu_col_F2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
39.199.8GSM143310Tsu_genomic_hyb_1GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
39.199.8GSM143298Low_Na_seg_pool_ts_col_F2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
37.699.7GSM253649Col-0-2GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
36.699.7GSM143300Ts_genomic_hyb_3GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
36.199.7GSM143308Tsu_genomic_hyb_3GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
35.999.7GSM143309Tsu_genomic_hyb_2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
35.699.7GSM205435Col_ leaf_ wildtype_rep02GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
35.499.7GSM253646Low_Mo_seg_pool_Ler_col_F2GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
33.299.7GSM253652Ler 2GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
33.199.7GSM143301Ts_genomic_hyb_2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
32.899.7GSM143299High_Na_seg_pool_ts_col_F2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
32.799.7GSM253647Col-0 3GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
31.099.7GSM253650Ler 3GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
29.999.7GSM143306High_Na_seg_pool_tsu_col_F2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
29.499.7GSM205432Col_ leaf_ wildtype_rep01GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
29.299.7GSM143302Ts_genomic_hyb_1GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
29.099.7GSM253651Ler 1GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
19.699.6GSM184551Whole roots 2hr KCl control treated then incubated in protoplast-generating solution minus enzymes, biological rep1GSE7631Cell-specific nitrogen responses in the Arabidopsis rootLink to GEO
12.799.3GSM184537Whole roots 2hr KCl control treated then frozen, biological rep1GSE7631Cell-specific nitrogen responses in the Arabidopsis rootLink to GEO
11.399.3GSM184538Whole roots 2hr KCl control treated then frozen, biological rep2GSE7631Cell-specific nitrogen responses in the Arabidopsis rootLink to GEO
11.199.2GSM131704ATGE_83_BGSE5634AtGenExpress: Developmental series (siliques and seeds)Link to GEO
9.899.1GSM131706ATGE_84_AGSE5634AtGenExpress: Developmental series (siliques and seeds)Link to GEO
9.899.1GSM131708ATGE_84_DGSE5634AtGenExpress: Developmental series (siliques and seeds)Link to GEO
9.899.1GSM131705ATGE_83_CGSE5634AtGenExpress: Developmental series (siliques and seeds)Link to GEO
9.699.1GSM131703ATGE_83_AGSE5634AtGenExpress: Developmental series (siliques and seeds)Link to GEO
8.799.0GSM131700ATGE_82_AGSE5634AtGenExpress: Developmental series (siliques and seeds)Link to GEO

Biological processes inferred to relate to the module

SFGenesGO IDProcess NameLink to AmiGO
0.0832GO:0009833The chemical reactions and pathways resulting in the formation of cellulose and pectin-containing cell walls that form adjacent to the middle lamella following cell division and during cell expansion. An example of this is found in Arabidopsis thaliana.Link to AmiGO
0.0823GO:0009846The physiological and developmental changes that occur in a heterosporous plant pollen grain, beginning with hydration and terminating with the emergence of the pollen tube through the aperture.Link to AmiGO
0.0798GO:0006886The directed movement of proteins in a cell, including the movement of proteins between specific compartments or structures within a cell, such as organelles of a eukaryotic cell.Link to AmiGO

KEGG PATHWAY inferred to related to the module

SFGenesKEGG IDPathway nameLink to KEGG
0.027100510N-Glycan biosynthesisLink to KEGG PATHWAY
0.022100051Fructose and mannose metabolismLink to KEGG PATHWAY
0.022104130SNARE interactions in vesicular transportLink 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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