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: PSMC3IP

Gene summary for PSMC3IP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PSMC3IP

Gene ID

29893

Gene namePSMC3 interacting protein
Gene AliasGT198
Cytomap17q21.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

K7ERB6


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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
29893PSMC3IPLZE7THumanEsophagusESCC6.33e-032.15e-010.0667
29893PSMC3IPP1T-EHumanEsophagusESCC4.62e-031.68e-010.0875
29893PSMC3IPP2T-EHumanEsophagusESCC3.87e-111.64e-010.1177
29893PSMC3IPP4T-EHumanEsophagusESCC1.05e-031.19e-010.1323
29893PSMC3IPP5T-EHumanEsophagusESCC1.74e-031.13e-010.1327
29893PSMC3IPP16T-EHumanEsophagusESCC4.42e-041.00e-010.1153
29893PSMC3IPP17T-EHumanEsophagusESCC1.49e-021.41e-010.1278
29893PSMC3IPP20T-EHumanEsophagusESCC5.73e-039.12e-020.1124
29893PSMC3IPP21T-EHumanEsophagusESCC1.12e-031.52e-010.1617
29893PSMC3IPP22T-EHumanEsophagusESCC2.67e-021.32e-010.1236
29893PSMC3IPP28T-EHumanEsophagusESCC8.27e-061.39e-010.1149
29893PSMC3IPP31T-EHumanEsophagusESCC3.40e-021.62e-010.1251
29893PSMC3IPP32T-EHumanEsophagusESCC1.95e-113.11e-010.1666
29893PSMC3IPP36T-EHumanEsophagusESCC5.72e-041.62e-010.1187
29893PSMC3IPP37T-EHumanEsophagusESCC2.88e-041.22e-010.1371
29893PSMC3IPP44T-EHumanEsophagusESCC2.47e-028.61e-020.1096
29893PSMC3IPP49T-EHumanEsophagusESCC7.48e-033.89e-010.1768
29893PSMC3IPP52T-EHumanEsophagusESCC8.46e-102.67e-010.1555
29893PSMC3IPP56T-EHumanEsophagusESCC1.10e-033.98e-010.1613
29893PSMC3IPP62T-EHumanEsophagusESCC2.57e-028.42e-020.1302
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00988133EsophagusESCCnuclear chromosome segregation187/8552281/187231.00e-124.36e-11187
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:00063101EsophagusESCCDNA recombination168/8552305/187235.58e-043.05e-03168
GO:00070592Oral cavityOSCCchromosome segregation206/7305346/187235.82e-153.76e-13206
GO:00482852Oral cavityOSCCorganelle fission265/7305488/187233.22e-121.27e-10265
GO:00002801Oral cavityOSCCnuclear division237/7305439/187239.62e-112.90e-09237
GO:00988132Oral cavityOSCCnuclear chromosome segregation162/7305281/187231.56e-104.56e-09162
GO:0006310Oral cavityOSCCDNA recombination147/7305305/187236.33e-043.56e-03147
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
PSMC3IPSNVMissense_Mutationrs748070321c.617N>Tp.Thr206Metp.T206MQ9P2W1protein_codingdeleterious(0.03)possibly_damaging(0.819)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PSMC3IPSNVMissense_Mutationnovelc.207N>Tp.Lys69Asnp.K69NQ9P2W1protein_codingdeleterious(0.03)possibly_damaging(0.896)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
PSMC3IPinsertionFrame_Shift_Insnovelc.497_498insAGp.Gln167GlyfsTer39p.Q167Gfs*39Q9P2W1protein_codingTCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PSMC3IPSNVMissense_Mutationrs149230650c.634G>Ap.Val212Ilep.V212IQ9P2W1protein_codingtolerated(0.05)benign(0.119)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
PSMC3IPSNVMissense_Mutationc.209T>Cp.Ile70Thrp.I70TQ9P2W1protein_codingdeleterious(0)probably_damaging(0.978)TCGA-AX-A063-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PSMC3IPSNVMissense_Mutationc.335N>Tp.Ala112Valp.A112VQ9P2W1protein_codingtolerated(0.05)benign(0.055)TCGA-B5-A0JR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PSMC3IPSNVMissense_Mutationc.272G>Ap.Gly91Aspp.G91DQ9P2W1protein_codingtolerated(0.73)benign(0)TCGA-BG-A0VZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinCR
PSMC3IPSNVMissense_Mutationnovelc.521N>Tp.Arg174Metp.R174MQ9P2W1protein_codingdeleterious(0)probably_damaging(0.959)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
PSMC3IPSNVMissense_Mutationrs200496950c.412G>Ap.Ala138Thrp.A138TQ9P2W1protein_codingtolerated(0.36)benign(0.01)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PSMC3IPSNVMissense_Mutationnovelc.596T>Gp.Phe199Cysp.F199CQ9P2W1protein_codingtolerated(0.08)possibly_damaging(0.497)TCGA-EO-A3AV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinCR
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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
29893PSMC3IPNUCLEAR HORMONE RECEPTORinhibitorBORTEZOMIBBORTEZOMIB
29893PSMC3IPNUCLEAR HORMONE RECEPTORinhibitorCARFILZOMIBCARFILZOMIB
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