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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: SSX2IP

Gene summary for SSX2IP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SSX2IP

Gene ID

117178

Gene nameSSX family member 2 interacting protein
Gene AliasADIP
Cytomap1p22.3
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q9Y2D8


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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
117178SSX2IPHCC1_MengHumanLiverHCC1.20e-26-3.65e-020.0246
117178SSX2IPHCC2_MengHumanLiverHCC1.87e-05-5.61e-030.0107
117178SSX2IPHCC2HumanLiverHCC1.13e-274.84e+000.5341
117178SSX2IPS027HumanLiverHCC5.25e-035.25e-010.2446
117178SSX2IPS028HumanLiverHCC1.11e-105.63e-010.2503
117178SSX2IPS029HumanLiverHCC2.90e-075.80e-010.2581
117178SSX2IPP4_S8_cSCCHumanSkincSCC5.24e-051.55e-01-0.3095
117178SSX2IPP5_S10_cSCCHumanSkincSCC2.34e-051.50e-01-0.299
117178SSX2IPP1_cSCCHumanSkincSCC2.03e-094.13e-010.0292
117178SSX2IPP2_cSCCHumanSkincSCC7.41e-062.39e-01-0.024
117178SSX2IPP4_cSCCHumanSkincSCC1.97e-215.31e-01-0.00290000000000005
117178SSX2IPP10_cSCCHumanSkincSCC2.79e-174.97e-010.1017
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000726521LiverHCCRas protein signal transduction187/7958337/187238.89e-071.35e-05187
GO:00315031LiverHCCprotein-containing complex localization129/7958220/187239.38e-071.42e-05129
GO:003070521LiverHCCcytoskeleton-dependent intracellular transport111/7958195/187233.25e-053.28e-04111
GO:00109702LiverHCCtransport along microtubule90/7958155/187236.49e-055.92e-0490
GO:0031023LiverHCCmicrotubule organizing center organization82/7958143/187232.38e-041.79e-0382
GO:0007098LiverHCCcentrosome cycle75/7958130/187233.33e-042.34e-0375
GO:001660121LiverHCCRac protein signal transduction28/795842/187231.35e-037.26e-0328
GO:004657811LiverHCCregulation of Ras protein signal transduction100/7958189/187232.42e-031.18e-02100
GO:003150315SkincSCCprotein-containing complex localization95/4864220/187232.00e-085.82e-0795
GO:000726523SkincSCCRas protein signal transduction132/4864337/187236.17e-081.57e-06132
GO:003070524SkincSCCcytoskeleton-dependent intracellular transport77/4864195/187232.32e-052.67e-0477
GO:00310234SkincSCCmicrotubule organizing center organization58/4864143/187239.47e-058.83e-0458
GO:00070983SkincSCCcentrosome cycle53/4864130/187231.59e-041.39e-0353
GO:001097014SkincSCCtransport along microtubule58/4864155/187231.09e-037.24e-0358
GO:001660110SkincSCCRac protein signal transduction19/486442/187235.36e-032.70e-0219
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0452042LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
hsa0452052LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
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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
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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.
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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
SSX2IPSNVMissense_Mutationc.1332G>Tp.Lys444Asnp.K444NQ9Y2D8protein_codingtolerated(0.07)benign(0.114)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SSX2IPSNVMissense_Mutationc.375G>Tp.Leu125Phep.L125FQ9Y2D8protein_codingdeleterious(0.05)probably_damaging(0.98)TCGA-C8-A131-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
SSX2IPSNVMissense_Mutationc.273G>Cp.Lys91Asnp.K91NQ9Y2D8protein_codingtolerated(0.45)benign(0.09)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SSX2IPinsertionFrame_Shift_Insnovelc.784_785insGAGTCCAGTGGCACCATCTCACCTCACTGCAATCTp.Asp262GlyfsTer22p.D262Gfs*22Q9Y2D8protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
SSX2IPinsertionNonsense_Mutationnovelc.478_479insATATTTAAp.Arg160AsnfsTer3p.R160Nfs*3Q9Y2D8protein_codingTCGA-AR-A0U2-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenPD
SSX2IPSNVMissense_Mutationc.1188N>Ap.Met396Ilep.M396IQ9Y2D8protein_codingtolerated(0.4)benign(0.018)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
SSX2IPSNVMissense_Mutationnovelc.328N>Ap.Gln110Lysp.Q110KQ9Y2D8protein_codingdeleterious(0.03)benign(0.331)TCGA-EK-A2RE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SSX2IPSNVMissense_Mutationnovelc.1124N>Tp.Ser375Leup.S375LQ9Y2D8protein_codingtolerated(0.06)benign(0.076)TCGA-VS-A94W-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SSX2IPSNVMissense_Mutationc.1246N>Gp.Thr416Alap.T416AQ9Y2D8protein_codingtolerated(0.16)benign(0.03)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SSX2IPSNVMissense_Mutationc.814N>Tp.Met272Leup.M272LQ9Y2D8protein_codingtolerated(1)benign(0)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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
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