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: GOLPH3

Gene summary for GOLPH3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GOLPH3

Gene ID

64083

Gene namegolgi phosphoprotein 3
Gene AliasGOPP1
Cytomap5p13.3
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q9H4A6


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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
64083GOLPH3CCI_1HumanCervixCC4.95e-046.57e-010.528
64083GOLPH3CCI_3HumanCervixCC1.07e-066.50e-010.516
64083GOLPH3sample3HumanCervixCC1.15e-072.51e-010.1387
64083GOLPH3HTA11_3410_2000001011HumanColorectumAD2.71e-14-5.18e-010.0155
64083GOLPH3HTA11_696_2000001011HumanColorectumAD2.81e-03-2.31e-01-0.1464
64083GOLPH3HTA11_7696_3000711011HumanColorectumAD1.72e-07-3.28e-010.0674
64083GOLPH3HTA11_99999974143_84620HumanColorectumMSS5.28e-13-4.22e-010.3005
64083GOLPH3F007HumanColorectumFAP4.72e-03-3.21e-010.1176
64083GOLPH3A002-C-010HumanColorectumFAP1.15e-03-1.55e-010.242
64083GOLPH3A015-C-203HumanColorectumFAP9.00e-29-3.47e-01-0.1294
64083GOLPH3A015-C-204HumanColorectumFAP3.74e-05-2.24e-01-0.0228
64083GOLPH3A014-C-040HumanColorectumFAP1.10e-05-4.38e-01-0.1184
64083GOLPH3A002-C-201HumanColorectumFAP1.52e-13-2.97e-010.0324
64083GOLPH3A002-C-203HumanColorectumFAP1.93e-07-1.98e-010.2786
64083GOLPH3A001-C-119HumanColorectumFAP3.06e-08-2.82e-01-0.1557
64083GOLPH3A001-C-108HumanColorectumFAP7.58e-18-3.17e-01-0.0272
64083GOLPH3A002-C-205HumanColorectumFAP1.25e-19-2.78e-01-0.1236
64083GOLPH3A014-C-108HumanColorectumFAP1.38e-02-3.39e-01-0.124
64083GOLPH3A001-C-104HumanColorectumFAP1.06e-08-2.88e-010.0184
64083GOLPH3A015-C-006HumanColorectumFAP1.90e-14-4.55e-01-0.0994
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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:00512225ColorectumCRCpositive regulation of protein transport61/2078303/187232.73e-061.27e-0461
GO:00068933ColorectumCRCGolgi to plasma membrane transport20/207860/187233.80e-061.61e-0420
GO:00481935ColorectumCRCGolgi vesicle transport59/2078296/187235.47e-062.17e-0459
GO:00300323ColorectumCRClamellipodium assembly22/207872/187236.40e-062.47e-0422
GO:19049515ColorectumCRCpositive regulation of establishment of protein localization62/2078319/187237.44e-062.72e-0462
GO:00069005ColorectumCRCvesicle budding from membrane19/207861/187231.99e-055.90e-0419
GO:00160504ColorectumCRCvesicle organization57/2078300/187233.36e-058.57e-0457
GO:00901505ColorectumCRCestablishment of protein localization to membrane51/2078260/187233.59e-059.05e-0451
GO:00430014ColorectumCRCGolgi to plasma membrane protein transport14/207840/187235.81e-051.31e-0314
GO:00507084ColorectumCRCregulation of protein secretion49/2078268/187233.00e-044.75e-0349
GO:00340672ColorectumCRCprotein localization to Golgi apparatus10/207829/187237.59e-049.71e-0310
GO:00093064ColorectumCRCprotein secretion59/2078359/187231.32e-031.48e-0259
GO:00901623ColorectumCRCestablishment of epithelial cell polarity10/207831/187231.37e-031.50e-0210
GO:00355924ColorectumCRCestablishment of protein localization to extracellular region59/2078360/187231.41e-031.54e-0259
GO:00716924ColorectumCRCprotein localization to extracellular region59/2078368/187232.37e-032.27e-0259
GO:19035323ColorectumCRCpositive regulation of secretion by cell47/2078282/187232.91e-032.64e-0247
GO:00973054ColorectumCRCresponse to alcohol43/2078253/187232.96e-032.66e-0243
GO:00510474ColorectumCRCpositive regulation of secretion50/2078310/187234.31e-033.47e-0250
GO:00516514ColorectumCRCmaintenance of location in cell36/2078214/187237.25e-034.98e-0236
GO:004819317EsophagusHGINGolgi vesicle transport83/2587296/187238.59e-118.89e-0983
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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
GOLPH3SNVMissense_Mutationc.255N>Gp.Ile85Metp.I85MQ9H4A6protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AR-A1AS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GOLPH3SNVMissense_Mutationc.769N>Gp.Leu257Valp.L257VQ9H4A6protein_codingtolerated(0.29)benign(0.033)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
GOLPH3insertionFrame_Shift_Insnovelc.562_563insAACCAGAAGTp.Thr188LysfsTer14p.T188Kfs*14Q9H4A6protein_codingTCGA-BH-A0H0-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
GOLPH3insertionFrame_Shift_Insnovelc.573_574insTTCTCp.Gln192PhefsTer10p.Q192Ffs*10Q9H4A6protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
GOLPH3SNVMissense_Mutationrs192633198c.704G>Ap.Arg235Hisp.R235HQ9H4A6protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GOLPH3SNVMissense_Mutationc.311N>Cp.Gln104Prop.Q104PQ9H4A6protein_codingtolerated(0.23)benign(0.006)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GOLPH3SNVMissense_Mutationc.394N>Gp.Leu132Valp.L132VQ9H4A6protein_codingdeleterious(0.02)benign(0.193)TCGA-DM-A28H-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownPD
GOLPH3SNVMissense_Mutationrs773095936c.520N>Tp.Arg174Trpp.R174WQ9H4A6protein_codingdeleterious(0.02)benign(0.214)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GOLPH3SNVMissense_Mutationc.527N>Ap.Arg176Glnp.R176QQ9H4A6protein_codingdeleterious(0)benign(0.332)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
GOLPH3SNVMissense_Mutationnovelc.502T>Cp.Tyr168Hisp.Y168HQ9H4A6protein_codingtolerated(0.06)benign(0.251)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
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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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