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: GORASP2

Gene summary for GORASP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GORASP2

Gene ID

26003

Gene namegolgi reassembly stacking protein 2
Gene AliasGOLPH6
Cytomap2q31.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9H8Y8


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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
26003GORASP2HTA11_347_2000001011HumanColorectumAD1.50e-022.15e-01-0.1954
26003GORASP2HTA11_99999965062_69753HumanColorectumMSI-H1.91e-039.65e-010.3487
26003GORASP2A015-C-203HumanColorectumFAP2.16e-18-2.89e-01-0.1294
26003GORASP2A015-C-204HumanColorectumFAP1.54e-03-2.96e-01-0.0228
26003GORASP2A002-C-201HumanColorectumFAP7.69e-04-2.21e-010.0324
26003GORASP2A002-C-203HumanColorectumFAP3.00e-03-1.56e-010.2786
26003GORASP2A001-C-108HumanColorectumFAP2.19e-12-2.09e-01-0.0272
26003GORASP2A002-C-205HumanColorectumFAP4.89e-09-3.24e-01-0.1236
26003GORASP2A015-C-006HumanColorectumFAP1.40e-08-3.90e-01-0.0994
26003GORASP2A015-C-106HumanColorectumFAP5.39e-08-2.19e-01-0.0511
26003GORASP2A002-C-114HumanColorectumFAP8.07e-07-3.00e-01-0.1561
26003GORASP2A015-C-104HumanColorectumFAP1.04e-18-3.64e-01-0.1899
26003GORASP2A001-C-014HumanColorectumFAP2.32e-07-1.93e-010.0135
26003GORASP2A002-C-016HumanColorectumFAP1.63e-08-2.06e-010.0521
26003GORASP2A015-C-002HumanColorectumFAP3.84e-03-2.68e-01-0.0763
26003GORASP2A001-C-203HumanColorectumFAP7.62e-09-2.21e-01-0.0481
26003GORASP2A002-C-116HumanColorectumFAP1.32e-13-2.59e-01-0.0452
26003GORASP2A014-C-008HumanColorectumFAP3.57e-04-2.59e-01-0.191
26003GORASP2A018-E-020HumanColorectumFAP4.13e-07-2.97e-01-0.2034
26003GORASP2F034HumanColorectumFAP4.30e-11-2.76e-01-0.0665
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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
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:0072659ColorectumADprotein localization to plasma membrane122/3918284/187232.86e-171.49e-14122
GO:1990778ColorectumADprotein localization to cell periphery129/3918333/187235.51e-141.15e-11129
GO:0090150ColorectumADestablishment of protein localization to membrane100/3918260/187236.01e-116.33e-09100
GO:0034976ColorectumADresponse to endoplasmic reticulum stress90/3918256/187238.48e-084.28e-0690
GO:0061951ColorectumADestablishment of protein localization to plasma membrane31/391860/187231.37e-076.42e-0631
GO:00349763ColorectumMSI-Hresponse to endoplasmic reticulum stress39/1319256/187234.12e-062.20e-0439
GO:00726593ColorectumMSI-Hprotein localization to plasma membrane38/1319284/187231.03e-043.18e-0338
GO:19907783ColorectumMSI-Hprotein localization to cell periphery40/1319333/187236.61e-041.27e-0240
GO:00901503ColorectumMSI-Hestablishment of protein localization to membrane32/1319260/187231.47e-032.23e-0232
GO:00726594ColorectumFAPprotein localization to plasma membrane95/2622284/187234.86e-179.93e-1495
GO:19907784ColorectumFAPprotein localization to cell periphery100/2622333/187232.19e-142.68e-11100
GO:00901504ColorectumFAPestablishment of protein localization to membrane69/2622260/187236.40e-084.54e-0669
GO:00619513ColorectumFAPestablishment of protein localization to plasma membrane24/262260/187236.30e-073.09e-0524
GO:00349764ColorectumFAPresponse to endoplasmic reticulum stress61/2622256/187231.58e-054.10e-0461
GO:00726595ColorectumCRCprotein localization to plasma membrane80/2078284/187231.36e-154.07e-1280
GO:19907785ColorectumCRCprotein localization to cell periphery85/2078333/187238.75e-141.05e-1085
GO:00619514ColorectumCRCestablishment of protein localization to plasma membrane22/207860/187231.89e-071.92e-0522
GO:00901505ColorectumCRCestablishment of protein localization to membrane51/2078260/187233.59e-059.05e-0451
GO:003497625EsophagusHGINresponse to endoplasmic reticulum stress81/2587256/187231.47e-132.32e-1181
GO:009015020EsophagusHGINestablishment of protein localization to membrane67/2587260/187231.96e-079.57e-0667
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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
GORASP2SNVMissense_Mutationc.553N>Ap.Gly185Serp.G185SQ9H8Y8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
GORASP2SNVMissense_Mutationnovelc.1091N>Cp.Phe364Serp.F364SQ9H8Y8protein_codingtolerated(0.13)benign(0.051)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GORASP2deletionFrame_Shift_Delc.1246delNp.Thr418LeufsTer74p.T418Lfs*74Q9H8Y8protein_codingTCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
GORASP2deletionFrame_Shift_Delnovelc.547delNp.Ala183HisfsTer8p.A183Hfs*8Q9H8Y8protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
GORASP2SNVMissense_Mutationnovelc.302G>Ap.Arg101Hisp.R101HQ9H8Y8protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GORASP2SNVMissense_Mutationc.65N>Cp.Val22Alap.V22AQ9H8Y8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GORASP2SNVMissense_Mutationnovelc.106N>Cp.Phe36Leup.F36LQ9H8Y8protein_codingdeleterious(0)probably_damaging(0.953)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GORASP2SNVMissense_Mutationrs778067597c.1177G>Ap.Ala393Thrp.A393TQ9H8Y8protein_codingtolerated_low_confidence(0.39)benign(0.009)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GORASP2SNVMissense_Mutationc.397A>Gp.Ser133Glyp.S133GQ9H8Y8protein_codingdeleterious(0.01)benign(0.088)TCGA-AY-A71X-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GORASP2SNVMissense_Mutationnovelc.641N>Ap.Ser214Tyrp.S214YQ9H8Y8protein_codingdeleterious(0.02)benign(0.066)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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