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: SCX

Gene summary for SCX

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCX

Gene ID

642658

Gene namescleraxis bHLH transcription factor
Gene AliasSCXA
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q7RTU7


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
642658SCXmale-WTAHumanThyroidPTC1.84e-476.68e-010.1037
642658SCXfemale-WTAHumanThyroidPTC2.41e-034.05e-010.0726
642658SCXPTC01HumanThyroidPTC4.81e-094.84e-010.1899
642658SCXPTC03HumanThyroidPTC1.38e-078.39e-010.1784
642658SCXPTC04HumanThyroidPTC1.08e-178.71e-010.1927
642658SCXPTC05HumanThyroidPTC7.86e-231.20e+000.2065
642658SCXPTC06HumanThyroidPTC4.51e-632.03e+000.2057
642658SCXPTC07HumanThyroidPTC1.71e-641.51e+000.2044
642658SCXATC13HumanThyroidATC1.44e-228.69e-010.34
642658SCXATC5HumanThyroidATC6.53e-289.02e-010.34
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:000717823ThyroidATCtransmembrane receptor protein serine/threonine kinase signaling pathway170/6293355/187231.40e-082.87e-07170
GO:006145827ThyroidATCreproductive system development193/6293427/187233.32e-074.92e-06193
GO:004860825ThyroidATCreproductive structure development190/6293424/187238.40e-071.11e-05190
GO:006034813ThyroidATCbone development102/6293205/187231.18e-061.52e-05102
GO:006053724ThyroidATCmuscle tissue development181/6293403/187231.27e-061.62e-05181
GO:006048521ThyroidATCmesenchyme development136/6293291/187232.04e-062.43e-05136
GO:000961225ThyroidATCresponse to mechanical stimulus105/6293216/187233.29e-063.70e-05105
GO:006032511ThyroidATCface morphogenesis21/629328/187238.94e-068.95e-0521
GO:007126022ThyroidATCcellular response to mechanical stimulus46/629381/187231.51e-051.41e-0446
GO:000736915ThyroidATCgastrulation90/6293185/187231.54e-051.43e-0490
GO:004654621ThyroidATCdevelopment of primary male sexual characteristics72/6293142/187231.85e-051.69e-0472
GO:001470622ThyroidATCstriated muscle tissue development168/6293384/187231.91e-051.73e-04168
GO:001017111ThyroidATCbody morphogenesis28/629343/187232.35e-052.06e-0428
GO:000858421ThyroidATCmale gonad development71/6293141/187232.83e-052.38e-0471
GO:006032411ThyroidATCface development28/629344/187234.39e-053.54e-0428
GO:0060349ThyroidATCbone morphogenesis50/629393/187234.87e-053.88e-0450
GO:006032311ThyroidATChead morphogenesis22/629332/187235.14e-053.99e-0422
GO:000317012ThyroidATCheart valve development37/629365/187239.43e-056.91e-0437
GO:00487053ThyroidATCskeletal system morphogenesis101/6293220/187239.48e-056.93e-04101
GO:00020624ThyroidATCchondrocyte differentiation54/6293106/187231.67e-041.14e-0354
Page: 1 2 3 4 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

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
SCXNKEndometriumAEHKRT81,KRT86,CD7, etc.9.78e-02The 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.
SCXCD8TEXINTThyroidADJKRT86,KLRB1,KRT81, etc.8.79e-02The 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.
SCXTH2ThyroidADJKRT86,KLRB1,KRT81, etc.1.44e-02The 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.
SCXCD8TEXPThyroidADJKRT86,KLRB1,KRT81, etc.4.05e-02The 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.
SCXGCThyroidADJKRT86,KLRB1,KRT81, etc.5.55e-03The 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.
SCXNKTThyroidADJKRT86,KLRB1,KRT81, etc.3.74e-03The 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.
SCXBMEMThyroidATCKRT86,KLRB1,KRT81, etc.0.00e+00The 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.
SCXPLAThyroidATCKRT86,KLRB1,KRT81, etc.1.64e-03The 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.
SCXGDTThyroidATCKRT86,KLRB1,KRT81, etc.5.82e-02The 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.
SCXGCThyroidATCKRT86,KLRB1,KRT81, etc.2.09e-03The 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.
∗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 2 3 

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
SCXSNVMissense_Mutationnovelc.283N>Cp.Phe95Leup.F95LQ7RTU7protein_codingdeleterious(0)probably_damaging(0.994)TCGA-DD-AACD-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownPD
SCXSNVMissense_Mutationnovelc.442G>Ap.Ala148Thrp.A148TQ7RTU7protein_codingtolerated(0.37)benign(0.006)TCGA-63-A5MM-01Lunglung squamous cell carcinomaFemale>=65I/IIChemotherapycisplatinPD
SCXSNVMissense_Mutationnovelc.434C>Tp.Ser145Phep.S145FQ7RTU7protein_codingdeleterious(0.02)benign(0.284)TCGA-85-8071-01Lunglung squamous cell carcinomaMale<65I/IIUnknownUnknownSD
Page: 1 

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