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: PSCA

Gene summary for PSCA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PSCA

Gene ID

8000

Gene nameprostate stem cell antigen
Gene AliasPRO232
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

D3DWI6


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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
8000PSCALZE5THumanEsophagusESCC1.22e-233.06e+000.0514
8000PSCALZE20THumanEsophagusESCC1.20e-056.57e-010.0662
8000PSCALZE22D1HumanEsophagusHGIN8.03e-042.47e-010.0595
8000PSCALZE22THumanEsophagusESCC1.15e-082.49e+000.068
8000PSCALZE24THumanEsophagusESCC5.74e-232.66e+000.0596
8000PSCAP1T-EHumanEsophagusESCC7.43e-091.79e+000.0875
8000PSCAP8T-EHumanEsophagusESCC9.49e-352.98e+000.0889
8000PSCAP23T-EHumanEsophagusESCC1.99e-088.57e-010.108
8000PSCAP39T-EHumanEsophagusESCC5.58e-065.90e-010.0894
8000PSCAP54T-EHumanEsophagusESCC2.11e-025.68e-010.0975
8000PSCAP65T-EHumanEsophagusESCC6.20e-101.89e+000.0978
8000PSCAP74T-EHumanEsophagusESCC5.30e-048.74e-010.1479
8000PSCAP75T-EHumanEsophagusESCC1.42e-544.42e+000.1125
8000PSCAP82T-EHumanEsophagusESCC6.98e-184.11e+000.1072
8000PSCAP83T-EHumanEsophagusESCC1.35e-051.67e-010.1738
8000PSCAP84T-EHumanEsophagusESCC2.46e-072.52e+000.0933
8000PSCAP94T-EHumanEsophagusESCC6.09e-071.92e+000.0879
8000PSCAP104T-EHumanEsophagusESCC1.42e-363.08e+000.0931
8000PSCAP127T-EHumanEsophagusESCC3.94e-211.27e+000.0826
8000PSCAP128T-EHumanEsophagusESCC1.91e-314.55e+000.1241
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:004340919EsophagusHGINnegative regulation of MAPK cascade38/2587180/187234.58e-033.96e-0238
GO:0043409110EsophagusESCCnegative regulation of MAPK cascade105/8552180/187234.13e-042.35e-03105
GO:004340917Oral cavityOSCCnegative regulation of MAPK cascade105/7305180/187231.10e-071.87e-06105
GO:00703735Oral cavityOSCCnegative regulation of ERK1 and ERK2 cascade43/730578/187232.80e-031.22e-0243
GO:00703716Oral cavityOSCCERK1 and ERK2 cascade150/7305330/187239.47e-033.38e-02150
GO:00703724Oral cavityOSCCregulation of ERK1 and ERK2 cascade140/7305309/187231.34e-024.46e-02140
GO:004340915ProstateBPHnegative regulation of MAPK cascade51/3107180/187235.20e-055.35e-0451
GO:00703715ProstateBPHERK1 and ERK2 cascade74/3107330/187233.43e-031.76e-0274
GO:00703734ProstateBPHnegative regulation of ERK1 and ERK2 cascade22/310778/187236.93e-033.11e-0222
GO:004340916ProstateTumornegative regulation of MAPK cascade54/3246180/187231.92e-052.50e-0454
GO:007037312ProstateTumornegative regulation of ERK1 and ERK2 cascade24/324678/187232.56e-031.42e-0224
GO:007037113ProstateTumorERK1 and ERK2 cascade76/3246330/187234.66e-032.29e-0276
GO:00434096StomachGCnegative regulation of MAPK cascade21/1159180/187233.86e-033.26e-0221
GO:004340911StomachCAG with IMnegative regulation of MAPK cascade19/1050180/187236.02e-034.63e-0219
GO:004340921StomachCSGnegative regulation of MAPK cascade19/1034180/187235.12e-034.17e-0219
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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
PSCASNVMissense_Mutationrs782528619c.127N>Tp.Arg43Cysp.R43CO43653protein_codingdeleterious(0.03)possibly_damaging(0.871)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PSCAinsertionNonsense_Mutationnovelc.121_122insGTTTTTCAGGTTAACTTp.Thr41SerfsTer5p.T41Sfs*5O43653protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PSCASNVMissense_Mutationc.125C>Tp.Ala42Valp.A42VO43653protein_codingdeleterious(0.02)benign(0.003)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
PSCASNVMissense_Mutationc.191N>Gp.Asp64Glyp.D64GO43653protein_codingtolerated(0.09)benign(0.013)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
PSCASNVMissense_Mutationnovelc.332C>Ap.Pro111Hisp.P111HO43653protein_codingdeleterious(0.03)possibly_damaging(0.536)TCGA-D1-A163-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapytaxolSD
PSCASNVMissense_Mutationnovelc.242N>Gp.Asp81Glyp.D81GO43653protein_codingdeleterious(0.01)possibly_damaging(0.664)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PSCASNVMissense_Mutationnovelc.257N>Tp.Ser86Ilep.S86IO43653protein_codingdeleterious(0)possibly_damaging(0.601)TCGA-NJ-A4YQ-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PSCASNVMissense_Mutationnovelc.259N>Ap.Gly87Argp.G87RO43653protein_codingtolerated(0.22)benign(0.078)TCGA-37-A5EL-01Lunglung squamous cell carcinomaMale<65I/IIChemotherapytemodalPD
PSCASNVMissense_Mutationnovelc.248G>Ap.Cys83Tyrp.C83YO43653protein_codingdeleterious(0)probably_damaging(0.998)TCGA-CR-6472-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapypaclitaxelSD
PSCASNVMissense_Mutationc.313N>Tp.Gly105Cysp.G105CO43653protein_codingdeleterious(0.04)possibly_damaging(0.682)TCGA-CV-A45V-01Oral cavityhead & neck squamous cell carcinomaFemale>=65I/IIUnknownUnknownSD
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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
8000PSCADRUGGABLE GENOMECAR-T Cells targeting PSCA
8000PSCADRUGGABLE GENOMECAR-T cells targeting PSCA
8000PSCADRUGGABLE GENOMEAGS-PSCAMK-4721
8000PSCADRUGGABLE GENOMEBPX-601
8000PSCADRUGGABLE GENOMEAnti-PSCA mab
8000PSCADRUGGABLE GENOMEAGS-1C4D4
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