Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: SDHD

Gene summary for SDHD

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SDHD

Gene ID

6392

Gene namesuccinate dehydrogenase complex subunit D
Gene AliasCBT1
Cytomap11q23.1
Gene Typeprotein-coding
GO ID

GO:0006091

UniProtAcc

A0A0S2Z4H7


Top

Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
6392SDHDHTA11_3410_2000001011HumanColorectumAD5.90e-112.41e-010.0155
6392SDHDHTA11_2487_2000001011HumanColorectumSER2.14e-154.33e-01-0.1808
6392SDHDHTA11_2951_2000001011HumanColorectumAD3.34e-042.80e-010.0216
6392SDHDHTA11_1938_2000001011HumanColorectumAD8.04e-155.17e-01-0.0811
6392SDHDHTA11_78_2000001011HumanColorectumAD6.88e-276.94e-01-0.1088
6392SDHDHTA11_347_2000001011HumanColorectumAD1.41e-417.73e-01-0.1954
6392SDHDHTA11_411_2000001011HumanColorectumSER1.35e-128.01e-01-0.2602
6392SDHDHTA11_3361_2000001011HumanColorectumAD3.26e-093.70e-01-0.1207
6392SDHDHTA11_83_2000001011HumanColorectumSER1.12e-083.22e-01-0.1526
6392SDHDHTA11_696_2000001011HumanColorectumAD2.10e-173.37e-01-0.1464
6392SDHDHTA11_866_2000001011HumanColorectumAD7.82e-132.67e-01-0.1001
6392SDHDHTA11_1391_2000001011HumanColorectumAD3.44e-153.55e-01-0.059
6392SDHDHTA11_2992_2000001011HumanColorectumSER7.86e-217.82e-01-0.1706
6392SDHDHTA11_5212_2000001011HumanColorectumAD2.13e-207.47e-01-0.2061
6392SDHDHTA11_5216_2000001011HumanColorectumSER2.49e-084.90e-01-0.1462
6392SDHDHTA11_546_2000001011HumanColorectumAD4.83e-052.45e-01-0.0842
6392SDHDHTA11_7862_2000001011HumanColorectumAD5.05e-176.40e-01-0.0179
6392SDHDHTA11_866_3004761011HumanColorectumAD5.18e-295.68e-010.096
6392SDHDHTA11_4255_2000001011HumanColorectumSER1.84e-104.41e-010.0446
6392SDHDHTA11_8622_2000001021HumanColorectumSER3.15e-094.03e-010.0528
Page: 1 2 3 4 5 6 7 8 9 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:004277512LiverHCCmitochondrial ATP synthesis coupled electron transport74/795895/187231.94e-129.18e-1174
GO:001964612LiverHCCaerobic electron transport chain67/795887/187235.43e-112.00e-0967
GO:000609911LiverHCCtricarboxylic acid cycle27/795830/187237.59e-081.52e-0627
GO:002290018Oral cavityOSCCelectron transport chain126/7305175/187236.65e-198.42e-17126
GO:000609118Oral cavityOSCCgeneration of precursor metabolites and energy286/7305490/187231.45e-181.71e-16286
GO:000906018Oral cavityOSCCaerobic respiration133/7305189/187231.79e-182.02e-16133
GO:004533318Oral cavityOSCCcellular respiration153/7305230/187232.07e-171.87e-15153
GO:004277318Oral cavityOSCCATP synthesis coupled electron transport75/730595/187231.95e-151.33e-1375
GO:004277518Oral cavityOSCCmitochondrial ATP synthesis coupled electron transport75/730595/187231.95e-151.33e-1375
GO:002290418Oral cavityOSCCrespiratory electron transport chain86/7305114/187232.43e-151.63e-1386
GO:001598018Oral cavityOSCCenergy derivation by oxidation of organic compounds190/7305318/187234.10e-142.26e-12190
GO:001964618Oral cavityOSCCaerobic electron transport chain68/730587/187239.88e-145.17e-1268
GO:004603420Oral cavityOSCCATP metabolic process166/7305277/187231.16e-125.12e-11166
GO:000611919Oral cavityOSCCoxidative phosphorylation96/7305141/187232.33e-129.75e-1196
GO:00060996Oral cavityOSCCtricarboxylic acid cycle26/730530/187239.63e-081.66e-0626
GO:002290019Oral cavityLPelectron transport chain108/4623175/187232.21e-259.90e-23108
GO:000906019Oral cavityLPaerobic respiration111/4623189/187231.68e-235.85e-21111
GO:004277319Oral cavityLPATP synthesis coupled electron transport69/462395/187239.69e-233.04e-2069
GO:004277519Oral cavityLPmitochondrial ATP synthesis coupled electron transport69/462395/187239.69e-233.04e-2069
GO:004533319Oral cavityLPcellular respiration124/4623230/187231.35e-213.38e-19124
Page: 1 2 3 4 5 6 7 8 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05012ColorectumADParkinson disease147/2092266/84652.53e-278.48e-255.41e-25147
hsa05208ColorectumADChemical carcinogenesis - reactive oxygen species126/2092223/84651.01e-241.68e-221.07e-22126
hsa00190ColorectumADOxidative phosphorylation86/2092134/84652.47e-222.76e-201.76e-2086
hsa05415ColorectumADDiabetic cardiomyopathy114/2092203/84653.65e-223.06e-201.95e-20114
hsa05010ColorectumADAlzheimer disease174/2092384/84651.82e-199.26e-185.91e-18174
hsa05016ColorectumADHuntington disease147/2092306/84651.93e-199.26e-185.91e-18147
hsa04714ColorectumADThermogenesis120/2092232/84652.76e-191.16e-177.37e-18120
hsa04932ColorectumADNon-alcoholic fatty liver disease90/2092155/84654.83e-191.80e-171.15e-1790
hsa05020ColorectumADPrion disease133/2092273/84652.47e-188.29e-175.29e-17133
hsa05014ColorectumADAmyotrophic lateral sclerosis164/2092364/84654.28e-181.27e-168.09e-17164
hsa05022ColorectumADPathways of neurodegeneration - multiple diseases201/2092476/84654.54e-181.27e-168.09e-17201
hsa01200ColorectumADCarbon metabolism55/2092115/84655.53e-088.42e-075.37e-0755
hsa00020ColorectumADCitrate cycle (TCA cycle)20/209230/84651.43e-061.77e-051.13e-0520
hsa050121ColorectumADParkinson disease147/2092266/84652.53e-278.48e-255.41e-25147
hsa052081ColorectumADChemical carcinogenesis - reactive oxygen species126/2092223/84651.01e-241.68e-221.07e-22126
hsa001901ColorectumADOxidative phosphorylation86/2092134/84652.47e-222.76e-201.76e-2086
hsa054151ColorectumADDiabetic cardiomyopathy114/2092203/84653.65e-223.06e-201.95e-20114
hsa050101ColorectumADAlzheimer disease174/2092384/84651.82e-199.26e-185.91e-18174
hsa050161ColorectumADHuntington disease147/2092306/84651.93e-199.26e-185.91e-18147
hsa047141ColorectumADThermogenesis120/2092232/84652.76e-191.16e-177.37e-18120
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
Page: 1 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
SDHDSNVMissense_Mutationc.350N>Tp.Gly117Valp.G117VO14521protein_codingdeleterious(0.04)possibly_damaging(0.446)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SDHDSNVMissense_Mutationc.10N>Tp.Leu4Phep.L4FO14521protein_codingtolerated(0.06)possibly_damaging(0.499)TCGA-AZ-6599-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SDHDSNVMissense_Mutationc.200N>Tp.Thr67Ilep.T67IO14521protein_codingdeleterious(0.01)possibly_damaging(0.888)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SDHDSNVMissense_Mutationc.65G>Ap.Arg22Glnp.R22QO14521protein_codingtolerated(0.63)benign(0)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SDHDSNVMissense_Mutationc.134N>Tp.Gly45Valp.G45VO14521protein_codingtolerated(0.15)benign(0.074)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SDHDSNVMissense_Mutationrs758784300c.356N>Tp.Ala119Valp.A119VO14521protein_codingtolerated(0.17)benign(0.005)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SDHDSNVMissense_Mutationc.65N>Ap.Arg22Glnp.R22QO14521protein_codingtolerated(0.63)benign(0)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SDHDSNVMissense_Mutationc.466N>Ap.Leu156Metp.L156MO14521protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SDHDSNVMissense_Mutationrs202198133c.205N>Ap.Glu69Lysp.E69KO14521protein_codingdeleterious(0)probably_damaging(1)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SDHDSNVMissense_Mutationc.65N>Ap.Arg22Glnp.R22QO14521protein_codingtolerated(0.63)benign(0)TCGA-EO-A3AV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinCR
Page: 1 2 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
Page: 1