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: STPG1

Gene summary for STPG1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STPG1

Gene ID

90529

Gene namesperm tail PG-rich repeat containing 1
Gene AliasC1orf201
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q5TH74


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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
90529STPG1LZE7THumanEsophagusESCC8.07e-031.57e-010.0667
90529STPG1LZE20THumanEsophagusESCC6.21e-042.09e-010.0662
90529STPG1LZE22THumanEsophagusESCC1.58e-022.60e-010.068
90529STPG1LZE24THumanEsophagusESCC2.73e-093.34e-010.0596
90529STPG1LZE21THumanEsophagusESCC9.55e-052.33e-010.0655
90529STPG1P1T-EHumanEsophagusESCC4.79e-041.83e-010.0875
90529STPG1P2T-EHumanEsophagusESCC9.71e-101.75e-010.1177
90529STPG1P4T-EHumanEsophagusESCC3.01e-091.83e-010.1323
90529STPG1P5T-EHumanEsophagusESCC1.80e-132.50e-010.1327
90529STPG1P8T-EHumanEsophagusESCC2.03e-181.59e-010.0889
90529STPG1P9T-EHumanEsophagusESCC5.33e-102.88e-010.1131
90529STPG1P10T-EHumanEsophagusESCC4.70e-254.73e-010.116
90529STPG1P11T-EHumanEsophagusESCC2.21e-031.42e-010.1426
90529STPG1P12T-EHumanEsophagusESCC2.52e-264.56e-010.1122
90529STPG1P15T-EHumanEsophagusESCC8.85e-213.26e-010.1149
90529STPG1P16T-EHumanEsophagusESCC3.21e-047.85e-020.1153
90529STPG1P19T-EHumanEsophagusESCC5.19e-072.94e-010.1662
90529STPG1P20T-EHumanEsophagusESCC2.66e-121.94e-010.1124
90529STPG1P21T-EHumanEsophagusESCC1.82e-243.72e-010.1617
90529STPG1P22T-EHumanEsophagusESCC2.98e-041.28e-010.1236
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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:0006839110EsophagusESCCmitochondrial transport187/8552254/187238.35e-209.81e-18187
GO:000700619EsophagusESCCmitochondrial membrane organization93/8552116/187232.16e-141.11e-1293
GO:0008637110EsophagusESCCapoptotic mitochondrial changes83/8552107/187231.43e-115.08e-1083
GO:004690217EsophagusESCCregulation of mitochondrial membrane permeability49/855263/187231.91e-072.97e-0649
GO:00905599EsophagusESCCregulation of membrane permeability58/855278/187232.38e-073.61e-0658
GO:00357948EsophagusESCCpositive regulation of mitochondrial membrane permeability36/855243/187232.90e-074.20e-0636
GO:190268614EsophagusESCCmitochondrial outer membrane permeabilization involved in programmed cell death33/855240/187231.80e-062.11e-0533
GO:19021108EsophagusESCCpositive regulation of mitochondrial membrane permeability involved in apoptotic process31/855238/187235.93e-066.10e-0531
GO:19057108EsophagusESCCpositive regulation of membrane permeability37/855248/187238.99e-068.65e-0537
GO:19021086EsophagusESCCregulation of mitochondrial membrane permeability involved in apoptotic process34/855245/187234.37e-053.49e-0434
GO:000683918Oral cavityOSCCmitochondrial transport162/7305254/187238.96e-166.52e-14162
GO:000700610Oral cavityOSCCmitochondrial membrane organization85/7305116/187236.29e-143.40e-1285
GO:000863718Oral cavityOSCCapoptotic mitochondrial changes78/7305107/187231.06e-124.78e-1178
GO:00905598Oral cavityOSCCregulation of membrane permeability54/730578/187236.05e-081.09e-0654
GO:00469028Oral cavityOSCCregulation of mitochondrial membrane permeability45/730563/187231.80e-072.92e-0645
GO:00357947Oral cavityOSCCpositive regulation of mitochondrial membrane permeability31/730543/187231.10e-051.14e-0431
GO:19026868Oral cavityOSCCmitochondrial outer membrane permeabilization involved in programmed cell death28/730540/187237.00e-055.60e-0428
GO:19057107Oral cavityOSCCpositive regulation of membrane permeability32/730548/187239.60e-057.25e-0432
GO:19021107Oral cavityOSCCpositive regulation of mitochondrial membrane permeability involved in apoptotic process26/730538/187232.29e-041.49e-0326
GO:19021085Oral cavityOSCCregulation of mitochondrial membrane permeability involved in apoptotic process29/730545/187234.85e-042.86e-0329
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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
STPG1SNVMissense_Mutationnovelc.826G>Ap.Asp276Asnp.D276NQ5TH74protein_codingtolerated(0.31)benign(0.028)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
STPG1SNVMissense_Mutationnovelc.353N>Tp.Ser118Leup.S118LQ5TH74protein_codingtolerated(0.05)possibly_damaging(0.494)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
STPG1SNVMissense_Mutationc.262N>Gp.Lys88Glup.K88EQ5TH74protein_codingdeleterious(0.01)benign(0.396)TCGA-CM-5868-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfluorouracilSD
STPG1SNVMissense_Mutationrs766695337c.902N>Tp.Pro301Leup.P301LQ5TH74protein_codingtolerated(0.34)benign(0.157)TCGA-DY-A1DD-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
STPG1SNVMissense_Mutationrs765960039c.589N>Ap.Glu197Lysp.E197KQ5TH74protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
STPG1insertionFrame_Shift_Insnovelc.150_151insAp.Gly51ArgfsTer4p.G51Rfs*4Q5TH74protein_codingTCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
STPG1SNVMissense_Mutationnovelc.874N>Gp.Ser292Alap.S292AQ5TH74protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
STPG1SNVMissense_Mutationnovelc.718C>Tp.Pro240Serp.P240SQ5TH74protein_codingtolerated(0.48)benign(0.031)TCGA-AJ-A2QM-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
STPG1SNVMissense_Mutationc.18G>Tp.Gln6Hisp.Q6HQ5TH74protein_codingtolerated_low_confidence(0.17)benign(0)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
STPG1SNVMissense_Mutationc.781N>Tp.Pro261Serp.P261SQ5TH74protein_codingdeleterious(0.01)possibly_damaging(0.888)TCGA-AP-A059-01Endometriumuterine corpus endometrioid 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
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