Co-expression analysis

Gene ID At3g63520
Gene name CCD1 (CAROTENOID CLEAVAGE DIOXYGENASE 1)
Module size 48 genes
NF 0.44
%ile 62.2



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
0.7486.11.00At3g63520825527CCD1 (CAROTENOID CLEAVAGE DIOXYGENASE 1)Encodes a protein with 9-cis-epoxycarotenoid dioxygenase activity. The enzyme was shown to act on a variety of carotenoid including β-carotene, lutein, zeaxanthin, and all-trans-violaxanthin. When those compounds are used as substrates, the major reaction product detected is a C14 dialdehyde: 4,9-dimethyldodeca-2,4,6,8,10-pentaene-1,12-dial. The enzyme did not cleave as efficiently carotenoids containing 9-cis-double or allenic bonds.O.I.H.G.S.X.
0.6478.90.93At2g03390814868uvrB/uvrC motif-containing proteinF:DNA binding, nuclease activity;P:nucleotide-excision repair;C:chloroplast;OBMFPO.I.H.G.S.X.
0.6378.10.93At5g42390834245metalloendopeptidaseF:metalloendopeptidase activity, zinc ion binding, catalytic activity, metal ion binding;P:proteolysis;C:mitochondrion, chloroplast stroma, chloroplast;BOMFPAVO.I.H.G.S.X.
0.6277.30.94At4g14210827061PDS3 (PHYTOENE DESATURASE 3)Encodes phytoene desaturase (phytoene dehydrogenase), an enzyme that catalyzes the desaturation of phytoene to zeta-carotene during carotenoid biosynthesis. Processed protein is localized to the plastid.O.I.H.G.S.X.
0.6176.70.93At3g10970820268haloacid dehalogenase-like hydrolase family proteinF:hydrolase activity, catalytic activity;P:metabolic process;C:chloroplast;BOPAMFO.I.H.G.S.X.
0.6176.70.94At5g50920835165CLPC1Encodes a protein that is similar to ATP-dependent Clp protease ATP-binding subunit / ClpC. Involved in protein import into the chloroplast. May provide ATP source that drives the TIC (Translocon at the Inner envelope membrane of Chloroplasts) translocation machinery.O.I.H.G.S.X.
0.5974.70.93At1g49970841420CLPR1Encodes a ClpP-related sequence. Though similar to ClpP proteins, this does not contains the highly conserved catalytic triad of Ser-type proteases (Ser-His-Asp). The name reflects nomenclature described in Adam et. al (2001).O.I.H.G.S.X.
0.5673.00.93At5g03900831927-F:molecular_function unknown;P:biological_process unknown;C:chloroplast envelope;BPOO.I.H.G.S.X.
0.5570.60.91At1g67840843110CSK (CHLOROPLAST SENSOR KINASE)Encodes a chloroplast sensor kinase (CSK) that shares common ancestors with cyanobacterial histidine sensor kinases. CSK is synthesised in the cytosol and imported into the chloroplast as a protein precusor. CSK is autophosphorylated and required for control of transcription of chloroplast genes by the redox state of an electron carrier connecting photosystems I and II.O.I.H.G.S.X.
0.5469.50.92At5g03910830269ATATH12member of ATH subfamilyO.I.H.G.S.X.
0.5368.60.93At3g04870819647ZDS (ZETA-CAROTENE DESATURASE)Involved in the biosynthesis of carotenes and xanthophylls, reduces zeta-carotene to lycopene.O.I.H.G.S.X.
0.5166.30.93At2g23390816871-F:molecular_function unknown;P:biological_process unknown;C:unknown;OBPO.I.H.G.S.X.
0.5166.30.93At1g09130837432ATP-dependent Clp protease proteolytic subunit, putativeF:serine-type endopeptidase activity;P:proteolysis;C:in 6 components;BOPMFVO.I.H.G.S.X.
0.5065.30.93At1g36320840539unknown proteinF:molecular_function unknown;P:biological_process unknown;C:unknown;POO.I.H.G.S.X.
0.5065.30.93At3g26085822206CAAX amino terminal protease family proteinF:molecular_function unknown;P:proteolysis;C:membrane;BOPAO.I.H.G.S.X.
0.5065.30.92At4g02260828096RSH1 (RELA-SPOT HOMOLOG 1)F:catalytic activity;P:response to wounding;C:chloroplast;BOPMAFVO.I.H.G.S.X.
0.5065.30.92At1g54350841876ABC transporter family proteinF:ATPase activity, coupled to transmembrane movement of substances;P:transport;C:chloroplast;BOMFAPVO.I.H.G.S.X.
0.4862.50.91At1g35340840423ATP-dependent protease La (LON) domain-containing proteinF:ATP-dependent peptidase activity;P:ATP-dependent proteolysis;C:chloroplast;BOPFMO.I.H.G.S.X.
0.4862.50.93At2g24820817019TIC55 (TRANSLOCON AT THE INNER ENVELOPE MEMBRANE OF CHLOROPLASTS 55)F:electron carrier activity, oxidoreductase activity, 2 iron, 2 sulfur cluster binding;P:oxidation reduction;C:chloroplast, chloroplast envelope;BOPMFAO.I.H.G.S.X.
0.4761.20.93At5g22830832346ATMGT10 (MAGNESIUM (MG) TRANSPORTER 10)putative Mg(2+) transport proteinO.I.H.G.S.X.
0.4659.80.93At1g32160840108unknown proteinF:molecular_function unknown;P:biological_process unknown;C:chloroplast;PBOO.I.H.G.S.X.
0.4558.30.91At5g42310834236pentatricopeptide (PPR) repeat-containing proteinF:unknown;P:unknown;C:chloroplast;POMFBAO.I.H.G.S.X.
0.4558.30.93At1g48450841266unknown proteinF:molecular_function unknown;P:biological_process unknown;C:chloroplast;PBOO.I.H.G.S.X.
0.4558.30.93At4g25650828670ACD1-LIKE (ACD1-LIKE)Similar to ACD1. Leaves of antisense ACD1-like plants turn yellow in darkness like wild-type whereas antisense ACD1 plants remain dark after five days of dark treatment.O.I.H.G.S.X.
0.4457.20.92At3g05350819699aminopeptidase/ hydrolaseF:hydrolase activity, aminopeptidase activity;P:proteolysis, cellular process;C:chloroplast, chloroplast stroma;BOMFAPO.I.H.G.S.X.
0.4355.30.93At3g10230820185LYC (LYCOPENE CYCLASE)Encodes a protein with lycopene β-cyclase activity. This enzyme uses the linear, symmetrical lycopene as substrate. However, unlike the ε-cyclase which adds only one ring, the β-cyclase introduces a ring at both ends of lycopene to form the bicyclic β-carotene.O.I.H.G.S.X.
0.4355.30.94At2g30950817646VAR2 (VARIEGATED 2)Metalloprotease that functions in thylakoid membrane biogenesis. Involved in the repair of PSII following damaged incurred during photoinhibition. Forms a complex with VAR1. Mutants show a variegated phenotype, which decreases during development. Transcript and protein levels increase with light intensity.O.I.H.G.S.X.
0.4253.90.93At2g35490818114plastid-lipid associated protein PAP, putativeF:structural molecule activity;P:biological_process unknown;C:thylakoid, chloroplast thylakoid membrane, chloroplast, plastoglobule;PBOMO.I.H.G.S.X.
0.4253.90.92At2g46910819304plastid-lipid associated protein PAP / fibrillin family proteinF:structural molecule activity;P:biological_process unknown;C:chloroplast, plastoglobule;PBOO.I.H.G.S.X.
0.4253.90.92At5g08740830775NDC1 (NAD(P)H dehydrogenase C1)F:NADH dehydrogenase activity;P:unknown;C:intrinsic to mitochondrial inner membrane, cell wall, chloroplast, plastoglobule;BOFMAPO.I.H.G.S.X.
0.4152.40.92At1g54520841894unknown proteinF:molecular_function unknown;P:biological_process unknown;C:chloroplast;BPOMO.I.H.G.S.X.
0.4152.40.92At5g19540832074unknown proteinF:molecular_function unknown;P:biological_process unknown;C:chloroplast;POBO.I.H.G.S.X.
0.4050.80.91At5g57930835904APO2 (ACCUMULATION OF PHOTOSYSTEM ONE 2)ACCUMULATION OF PHOTOSYSTEM ONE 2O.I.H.G.S.X.
0.3948.40.92At1g02910839350LPA1 (LOW PSII ACCUMULATION1)Mutants defective in this gene were shown to have a reduced PSII content (overall reduction in the levels of several PSII subunits) and a disrupted grana stack structure. The N-terminal half of the protein contains two tetratricopeptide repeat (TPR) motifs that are arranged tandemly, each consisting of a 34-residue degenerate consensus sequence. The N-terminal sequence is rich in positive and hydroxylated amino acid residues.O.I.H.G.S.X.
0.3948.40.93At4g35760829729-F:unknown;P:unknown;C:chloroplast;OBPO.I.H.G.S.X.
0.3846.70.93At3g54660824631GR (GLUTATHIONE REDUCTASE)Encodes glutathione reductase that is most likely localized in the chloroplast.O.I.H.G.S.X.
0.3745.00.91At5g04440830323unknown proteinF:molecular_function unknown;P:biological_process unknown;C:chloroplast;BOPO.I.H.G.S.X.
0.3745.00.93At3g27925822416DEGP1 (DegP protease 1)Encodes a DegP protease; nuclear gene encoding chloroplast-targeted protease that can degrade two lumenal proteins, plastocyanin and OE33, suggesting a role as a general-purpose protease in the thylakoid lumen. Involved in the degradation of D1 protein of PS II, hence participating in the repair of PS II damages caused by photoinhibition.O.I.H.G.S.X.
0.3643.60.92At4g37200829874HCF164Encodes thioredoxin-like protein with disulfide reductase activity that is involved in the biogenesis of the plastid cytochrome b6f complex. Protein is located in the thylakoid membrane with the C-terminal hydrophilic portion, containing the thioredoxin like domain, extending into the thylakoid lumen.O.I.H.G.S.X.
0.3643.60.93At2g28800817429ALB3 (ALBINO 3)member of Chloroplast membrane protein ALBINO3 familyO.I.H.G.S.X.
0.3541.60.92At5g45170834553CbbY protein-relatedF:molecular_function unknown;P:biological_process unknown;C:chloroplast stroma, chloroplast;BPOO.I.H.G.S.X.
0.3338.10.92At5g06130830500chaperone protein dnaJ-relatedF:unknown;P:unknown;C:unknown;PBOO.I.H.G.S.X.
0.3235.70.91At1g67280843048lactoylglutathione lyase, putative / glyoxalase I, putativeF:lactoylglutathione lyase activity, metal ion binding;P:response to cold, carbohydrate metabolic process;C:thylakoid, thylakoid lumen, stromule, chloroplast, chloroplast stroma;BOMFPAO.I.H.G.S.X.
0.3133.80.91At4g17040827412ATP-dependent Clp protease proteolytic subunit, putativeF:serine-type endopeptidase activity;P:proteolysis;C:plastid stroma, chloroplast, chloroplast stroma, chloroplast envelope;BOPMFVO.I.H.G.S.X.
0.2930.30.91At5g08650830766GTP-binding protein LepA, putativeF:GTP binding, translation elongation factor activity, GTPase activity;P:unknown;C:chloroplast;BOMFPAO.I.H.G.S.X.
0.2930.30.93At1g65260842833PTAC4 (PLASTID TRANSCRIPTIONALLY ACTIVE4)F:unknown;P:biological_process unknown;C:in 8 components;BOMVFPAO.I.H.G.S.X.
0.2830.30.92At1g80030844343DNAJ heat shock protein, putativeF:unfolded protein binding, heat shock protein binding, ATP binding;P:protein folding, response to heat;C:chloroplast thylakoid membrane, chloroplast;OBMFPAVO.I.H.G.S.X.
0.2726.20.93At5g58330835945malate dehydrogenase (NADP), chloroplast, putativeF:oxidoreductase activity, binding, malate dehydrogenase activity, catalytic activity, malate dehydrogenase (NADP+) activity;P:malate metabolic process, carbohydrate metabolic process, metabolic process;C:in 6 components;BOMPFAO.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
59.999.8GSM184556Whole roots 2hr KNO3 treated then incubated in protoplast-generating solution minus enzymes, biological rep2GSE7631Cell-specific nitrogen responses in the Arabidopsis rootLink to GEO
57.399.8GSM253647Col-0 3GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
53.199.8GSM253648Col-0-1GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
52.899.8GSM253650Ler 3GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
52.699.8GSM143306High_Na_seg_pool_tsu_col_F2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
52.599.8GSM253651Ler 1GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
52.599.8GSM253652Ler 2GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
51.999.8GSM143309Tsu_genomic_hyb_2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
51.799.8GSM143301Ts_genomic_hyb_2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
50.399.8GSM143298Low_Na_seg_pool_ts_col_F2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
50.199.8GSM143308Tsu_genomic_hyb_3GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
49.599.8GSM143300Ts_genomic_hyb_3GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
49.199.8GSM143307Low_Na_seg_pool_tsu_col_F2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
48.999.8GSM143310Tsu_genomic_hyb_1GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
47.499.8GSM253649Col-0-2GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
47.399.8GSM253645High_Mo_seg_pool_Ler_col_F2GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
47.099.8GSM253646Low_Mo_seg_pool_Ler_col_F2GSE10039Low_Mo_Arabidopsis_mapping_MOT1Link to GEO
46.999.8GSM143302Ts_genomic_hyb_1GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
45.599.8GSM143299High_Na_seg_pool_ts_col_F2GSE6203Rus_etal_High_Na_Arabidopsis_accessions_mapping_HKT1Link to GEO
32.699.7GSM284389Arabidopsis GMPE2GSE11262Expression data from Arabidopsis Seed Compartments at the Globular Embryo Stage.Link to GEO
31.599.7GSM205430met1-3_leaf_fourth-selfed generation_rep02GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
30.899.7GSM205435Col_ leaf_ wildtype_rep02GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
29.299.7GSM205428met1-3_leaf_fourth-selfed generation_rep01GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
28.099.7GSM184551Whole roots 2hr KCl control treated then incubated in protoplast-generating solution minus enzymes, biological rep1GSE7631Cell-specific nitrogen responses in the Arabidopsis rootLink to GEO
22.899.6GSM205364met1-3_leaf_second-selfed generation_rep01GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
21.799.6E-ATMX-35-raw-cel-1574334800
19.599.6GSM205426met1-3_leaf_second-selfed generation_rep02GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
15.299.4E-ATMX-35-raw-cel-1574334832
13.499.4GSM311275Laser capture microdissected (LCM) micropylar endosperm at the pre-globular stage, biological replicate 1GSE12402Expression data from Arabidopsis seed compartments at the pre-globular stageLink to GEO
13.299.4GSM311276Laser capture microdissected (LCM) micropylar endospermr at the pre-globular stage, biological replicate 2GSE12402Expression data from Arabidopsis seed compartments at the pre-globular stageLink to GEO
12.299.3GSM284388Arabidopsis GMPE1GSE11262Expression data from Arabidopsis Seed Compartments at the Globular Embryo Stage.Link to GEO
11.799.3GSM205432Col_ leaf_ wildtype_rep01GSE8279Transgenerational Stability of the Arabidopsis Epigenome Is Coordinated by CG MethylationLink to GEO
11.599.3GSM284394Arabidopsis GCE3GSE11262Expression data from Arabidopsis Seed Compartments at the Globular Embryo Stage.Link to GEO
11.299.2GSM284392Arabidopsis GCE1GSE11262Expression data from Arabidopsis Seed Compartments at the Globular Embryo Stage.Link to GEO
9.799.1GSM184537Whole roots 2hr KCl control treated then frozen, biological rep1GSE7631Cell-specific nitrogen responses in the Arabidopsis rootLink to GEO
9.399.1E-ATMX-35-raw-cel-1574334816
9.099.1GSM284393Arabidopsis GCE2GSE11262Expression data from Arabidopsis Seed Compartments at the Globular Embryo Stage.Link to GEO

Biological processes inferred to relate to the module

SFGenesGO IDProcess NameLink to AmiGO
0.1113GO:0016120The chemical reactions and pathways resulting in the formation of carotenes, hydrocarbon carotenoids.Link to AmiGO
0.0913GO:0010027A process that is carried out at the cellular level which results in the assembly, arrangement of constituent parts, or disassembly of the thylakoid membrane.Link to AmiGO
0.0411GO:0016050A process that is carried out at the cellular level which results in the assembly, arrangement of constituent parts, or disassembly of a vesicle.Link to AmiGO

KEGG PATHWAY inferred to related to the module

SFGenesKEGG IDPathway nameLink to KEGG
0.086300906Carotenoid biosynthesisLink to KEGG PATHWAY
0.033401062Biosynthesis of terpenoids and steroidsLink to KEGG PATHWAY
0.027103060Protein exportLink 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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