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: STIP1

Gene summary for STIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STIP1

Gene ID

10963

Gene namestress induced phosphoprotein 1
Gene AliasHEL-S-94n
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

P31948


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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
10963STIP1HTA11_3410_2000001011HumanColorectumAD8.95e-061.49e-010.0155
10963STIP1HTA11_2487_2000001011HumanColorectumSER5.04e-033.00e-01-0.1808
10963STIP1HTA11_1938_2000001011HumanColorectumAD1.58e-054.59e-01-0.0811
10963STIP1HTA11_78_2000001011HumanColorectumAD7.21e-033.44e-01-0.1088
10963STIP1HTA11_347_2000001011HumanColorectumAD2.46e-093.74e-01-0.1954
10963STIP1HTA11_3361_2000001011HumanColorectumAD8.51e-033.81e-01-0.1207
10963STIP1HTA11_696_2000001011HumanColorectumAD1.60e-115.35e-01-0.1464
10963STIP1HTA11_866_2000001011HumanColorectumAD2.52e-052.77e-01-0.1001
10963STIP1HTA11_1391_2000001011HumanColorectumAD3.19e-177.09e-01-0.059
10963STIP1HTA11_866_3004761011HumanColorectumAD1.25e-124.92e-010.096
10963STIP1HTA11_8622_2000001021HumanColorectumSER3.25e-065.39e-010.0528
10963STIP1HTA11_7663_2000001011HumanColorectumSER2.60e-046.14e-010.0131
10963STIP1HTA11_10623_2000001011HumanColorectumAD1.43e-024.30e-01-0.0177
10963STIP1HTA11_10711_2000001011HumanColorectumAD4.51e-033.05e-010.0338
10963STIP1HTA11_7696_3000711011HumanColorectumAD4.56e-114.61e-010.0674
10963STIP1HTA11_6818_2000001021HumanColorectumAD1.07e-064.83e-010.0588
10963STIP1HTA11_99999970781_79442HumanColorectumMSS2.18e-206.06e-010.294
10963STIP1HTA11_99999965062_69753HumanColorectumMSI-H1.19e-051.08e+000.3487
10963STIP1HTA11_99999965104_69814HumanColorectumMSS3.87e-136.09e-010.281
10963STIP1HTA11_99999971662_82457HumanColorectumMSS4.24e-421.17e+000.3859
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
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
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
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.

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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:0098760ColorectumADresponse to interleukin-710/391815/187231.68e-042.29e-0310
GO:0098761ColorectumADcellular response to interleukin-710/391815/187231.68e-042.29e-0310
GO:00987601ColorectumSERresponse to interleukin-78/289715/187237.51e-049.68e-038
GO:00987611ColorectumSERcellular response to interleukin-78/289715/187237.51e-049.68e-038
GO:00987602ColorectumMSSresponse to interleukin-710/346715/187235.64e-059.87e-0410
GO:00987612ColorectumMSScellular response to interleukin-710/346715/187235.64e-059.87e-0410
GO:00987603ColorectumMSI-Hresponse to interleukin-78/131915/187232.44e-061.43e-048
GO:00987613ColorectumMSI-Hcellular response to interleukin-78/131915/187232.44e-061.43e-048
GO:009876019EsophagusHGINresponse to interleukin-78/258715/187233.41e-045.55e-038
GO:009876119EsophagusHGINcellular response to interleukin-78/258715/187233.41e-045.55e-038
GO:0098760110EsophagusESCCresponse to interleukin-714/855215/187231.47e-049.85e-0414
GO:0098761110EsophagusESCCcellular response to interleukin-714/855215/187231.47e-049.85e-0414
GO:00987607LiverCirrhoticresponse to interleukin-710/463415/187237.26e-045.36e-0310
GO:00987617LiverCirrhoticcellular response to interleukin-710/463415/187237.26e-045.36e-0310
GO:009876012LiverHCCresponse to interleukin-712/795815/187233.56e-031.59e-0212
GO:009876112LiverHCCcellular response to interleukin-712/795815/187233.56e-031.59e-0212
GO:009876017Oral cavityOSCCresponse to interleukin-714/730515/187231.79e-051.74e-0414
GO:009876117Oral cavityOSCCcellular response to interleukin-714/730515/187231.79e-051.74e-0414
GO:009876018Oral cavityLPresponse to interleukin-711/462315/187231.01e-041.24e-0311
GO:009876118Oral cavityLPcellular response to interleukin-711/462315/187231.01e-041.24e-0311
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05020ColorectumADPrion disease133/2092273/84652.47e-188.29e-175.29e-17133
hsa050201ColorectumADPrion disease133/2092273/84652.47e-188.29e-175.29e-17133
hsa050202ColorectumSERPrion disease119/1580273/84654.61e-223.06e-202.22e-20119
hsa050203ColorectumSERPrion disease119/1580273/84654.61e-223.06e-202.22e-20119
hsa050204ColorectumMSSPrion disease129/1875273/84651.04e-205.00e-193.06e-19129
hsa050205ColorectumMSSPrion disease129/1875273/84651.04e-205.00e-193.06e-19129
hsa050206ColorectumMSI-HPrion disease80/797273/84651.79e-211.45e-191.21e-1980
hsa050207ColorectumMSI-HPrion disease80/797273/84651.79e-211.45e-191.21e-1980
hsa0502030EsophagusHGINPrion disease117/1383273/84654.15e-263.38e-242.69e-24117
hsa05020113EsophagusHGINPrion disease117/1383273/84654.15e-263.38e-242.69e-24117
hsa05020210EsophagusESCCPrion disease193/4205273/84656.42e-131.34e-116.89e-12193
hsa0502038EsophagusESCCPrion disease193/4205273/84656.42e-131.34e-116.89e-12193
hsa0502014LiverCirrhoticPrion disease152/2530273/84651.84e-198.78e-185.41e-18152
hsa0502015LiverCirrhoticPrion disease152/2530273/84651.84e-198.78e-185.41e-18152
hsa0502022LiverHCCPrion disease195/4020273/84653.26e-161.56e-148.67e-15195
hsa0502032LiverHCCPrion disease195/4020273/84653.26e-161.56e-148.67e-15195
hsa0502028Oral cavityOSCCPrion disease181/3704273/84652.05e-145.30e-132.70e-13181
hsa05020112Oral cavityOSCCPrion disease181/3704273/84652.05e-145.30e-132.70e-13181
hsa0502029Oral cavityLPPrion disease149/2418273/84654.88e-201.81e-181.16e-18149
hsa0502037Oral cavityLPPrion disease149/2418273/84654.88e-201.81e-181.16e-18149
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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
STIP1SNVMissense_Mutationnovelc.114A>Cp.Glu38Aspp.E38DP31948protein_codingtolerated_low_confidence(0.34)benign(0)TCGA-A2-A3XY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinPD
STIP1SNVMissense_Mutationnovelc.1131C>Gp.His377Glnp.H377QP31948protein_codingdeleterious(0)possibly_damaging(0.877)TCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
STIP1SNVMissense_Mutationc.340N>Gp.Leu114Valp.L114VP31948protein_codingdeleterious(0.01)benign(0.436)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
STIP1SNVMissense_Mutationnovelc.1133N>Ap.Arg378Glnp.R378QP31948protein_codingdeleterious(0)probably_damaging(0.97)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
STIP1SNVMissense_Mutationc.1507G>Cp.Asp503Hisp.D503HP31948protein_codingdeleterious(0)benign(0.393)TCGA-EW-A1PB-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
STIP1insertionNonsense_Mutationnovelc.413_414insTGCAAGACTGTCGACCTAAAGCCTGACTGGGGCAAGGTp.Lys139AlafsTer6p.K139Afs*6P31948protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
STIP1insertionFrame_Shift_Insnovelc.1133_1134insCGGAGp.Thr379GlyfsTer17p.T379Gfs*17P31948protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
STIP1insertionIn_Frame_Insnovelc.1429_1430insTTTCACCATp.Gly477delinsValSerProCysp.G477delinsVSPCP31948protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
STIP1insertionFrame_Shift_Insnovelc.1431_1432insTGGCCAGGCTGGTGTCAAACTCCp.Tyr478TrpfsTer19p.Y478Wfs*19P31948protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
STIP1SNVMissense_Mutationnovelc.941N>Tp.Ala314Valp.A314VP31948protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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