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: GOLM1

Gene summary for GOLM1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GOLM1

Gene ID

51280

Gene namegolgi membrane protein 1
Gene AliasC9orf155
Cytomap9q21.33
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

B3KNK9


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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
51280GOLM1Pat06-BHumanStomachGC3.87e-603.93e-01-0.1961
51280GOLM1Pat07-BHumanStomachGC1.23e-04-2.88e-010.0935
51280GOLM1Pat09-BHumanStomachGC3.96e-03-5.95e-02-0.0359
51280GOLM1Pat10-BHumanStomachGC2.02e-094.10e-010.084
51280GOLM1Pat11-BHumanStomachGC5.03e-283.13e-01-0.182
51280GOLM1Pat12-BHumanStomachGC1.53e-19-2.04e-010.0325
51280GOLM1Pat13-BHumanStomachGC3.59e-12-1.48e-010.0555
51280GOLM1Pat15-BHumanStomachGC5.10e-234.43e-01-0.0778
51280GOLM1Pat16-BHumanStomachGC5.41e-13-3.60e-010.1918
51280GOLM1Pat17-BHumanStomachGC6.29e-08-2.87e-010.3109
51280GOLM1Pat18-BHumanStomachGC3.84e-274.33e-01-0.0432
51280GOLM1Pat19-BHumanStomachGC3.89e-203.78e-010.0826
51280GOLM1Pat22-BHumanStomachGC8.34e-494.59e-01-0.1042
51280GOLM1Pat24-BHumanStomachGC1.92e-142.24e-01-0.1184
51280GOLM1Pat25-AHumanStomachCAG with IM3.08e-504.84e-01-0.1648
51280GOLM1Pat26-AHumanStomachCSG2.22e-635.51e-01-0.2402
51280GOLM1Pat28-AHumanStomachCSG1.58e-273.74e-01-0.2594
51280GOLM1Pat29-AHumanStomachCAG with IM4.78e-214.56e-01-0.2769
51280GOLM1NAG_1HumanStomachCSG1.86e-02-9.35e-02-0.3534
51280GOLM1CAG_2HumanStomachCAG3.09e-023.87e-02-0.2831
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
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
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:00192165EndometriumAEHregulation of lipid metabolic process53/2100331/187234.86e-033.07e-0253
GO:001921613EndometriumEECregulation of lipid metabolic process54/2168331/187235.82e-033.49e-0254
GO:000699713EsophagusESCCnucleus organization96/8552133/187234.66e-101.21e-0896
GO:00192168EsophagusESCCregulation of lipid metabolic process172/8552331/187231.20e-024.02e-02172
GO:001921611LiverCirrhoticregulation of lipid metabolic process119/4634331/187233.05e-065.39e-05119
GO:0006997LiverCirrhoticnucleus organization48/4634133/187232.27e-031.38e-0248
GO:00192162LiverHCCregulation of lipid metabolic process181/7958331/187234.58e-065.79e-05181
GO:00069971LiverHCCnucleus organization82/7958133/187236.32e-067.72e-0582
GO:00069974Oral cavityOSCCnucleus organization85/7305133/187235.12e-091.12e-0785
GO:00192167Oral cavityOSCCregulation of lipid metabolic process154/7305331/187233.00e-031.30e-02154
GO:00069972ProstateBPHnucleus organization38/3107133/187233.69e-042.72e-0338
GO:000699711ProstateTumornucleus organization38/3246133/187238.78e-045.89e-0338
GO:00192166ProstateTumorregulation of lipid metabolic process76/3246331/187235.04e-032.45e-0276
GO:0019216StomachGCregulation of lipid metabolic process37/1159331/187233.67e-045.70e-0337
GO:00192161StomachSIMregulation of lipid metabolic process27/708331/187231.58e-043.50e-0327
GO:00069977ThyroidPTCnucleus organization65/5968133/187233.16e-053.01e-0465
GO:000699714ThyroidATCnucleus organization65/6293133/187231.87e-041.26e-0365
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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
GOLM1SNVMissense_Mutationrs763578163c.113N>Ap.Arg38Glnp.R38QQ8NBJ4protein_codingdeleterious(0)probably_damaging(0.997)TCGA-D8-A1XZ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone Therapytamoxiphen+anastrozolumSD
GOLM1SNVMissense_Mutationnovelc.375N>Tp.Lys125Asnp.K125NQ8NBJ4protein_codingtolerated(0.16)possibly_damaging(0.813)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GOLM1SNVMissense_Mutationrs764069710c.58N>Ap.Ala20Thrp.A20TQ8NBJ4protein_codingdeleterious(0)probably_damaging(0.963)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GOLM1SNVMissense_Mutationnovelc.387N>Cp.Arg129Serp.R129SQ8NBJ4protein_codingtolerated(0.2)benign(0.085)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
GOLM1SNVMissense_Mutationrs780788709c.160C>Tp.Arg54Cysp.R54CQ8NBJ4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GOLM1SNVMissense_Mutationnovelc.740A>Cp.Lys247Thrp.K247TQ8NBJ4protein_codingdeleterious(0.02)possibly_damaging(0.801)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
GOLM1SNVMissense_Mutationnovelc.563N>Tp.Arg188Ilep.R188IQ8NBJ4protein_codingdeleterious(0.03)possibly_damaging(0.653)TCGA-AG-3878-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
GOLM1SNVMissense_Mutationnovelc.741N>Tp.Lys247Asnp.K247NQ8NBJ4protein_codingtolerated(0.07)possibly_damaging(0.801)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
GOLM1insertionFrame_Shift_Insnovelc.539_540insAp.Asn182GlufsTer2p.N182Efs*2Q8NBJ4protein_codingTCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
GOLM1insertionFrame_Shift_Insnovelc.539_540insTp.Lys180AsnfsTer4p.K180Nfs*4Q8NBJ4protein_codingTCGA-DM-A1D0-01Colorectumcolon adenocarcinomaFemale>=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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