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: OSTM1

Gene summary for OSTM1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OSTM1

Gene ID

28962

Gene nameosteoclastogenesis associated transmembrane protein 1
Gene AliasGIPN
Cytomap6q21
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q86WC4


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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
28962OSTM1LZE4THumanEsophagusESCC1.14e-123.22e-010.0811
28962OSTM1LZE24THumanEsophagusESCC3.97e-083.56e-010.0596
28962OSTM1P2T-EHumanEsophagusESCC6.29e-213.61e-010.1177
28962OSTM1P4T-EHumanEsophagusESCC3.87e-183.22e-010.1323
28962OSTM1P5T-EHumanEsophagusESCC3.12e-122.55e-010.1327
28962OSTM1P8T-EHumanEsophagusESCC4.36e-071.45e-010.0889
28962OSTM1P9T-EHumanEsophagusESCC1.95e-081.45e-010.1131
28962OSTM1P10T-EHumanEsophagusESCC7.68e-174.40e-010.116
28962OSTM1P11T-EHumanEsophagusESCC4.49e-135.65e-010.1426
28962OSTM1P12T-EHumanEsophagusESCC2.68e-132.19e-010.1122
28962OSTM1P15T-EHumanEsophagusESCC5.30e-134.36e-010.1149
28962OSTM1P16T-EHumanEsophagusESCC8.04e-183.33e-010.1153
28962OSTM1P19T-EHumanEsophagusESCC5.22e-064.96e-010.1662
28962OSTM1P20T-EHumanEsophagusESCC3.57e-082.43e-010.1124
28962OSTM1P21T-EHumanEsophagusESCC1.33e-337.11e-010.1617
28962OSTM1P22T-EHumanEsophagusESCC4.46e-101.77e-010.1236
28962OSTM1P23T-EHumanEsophagusESCC2.45e-204.50e-010.108
28962OSTM1P24T-EHumanEsophagusESCC8.17e-112.70e-010.1287
28962OSTM1P26T-EHumanEsophagusESCC3.70e-153.16e-010.1276
28962OSTM1P27T-EHumanEsophagusESCC1.28e-121.56e-010.1055
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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
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:0030099111EsophagusESCCmyeloid cell differentiation232/8552381/187231.22e-092.90e-08232
GO:000257317EsophagusESCCmyeloid leukocyte differentiation128/8552208/187232.75e-063.15e-05128
GO:00303165EsophagusESCCosteoclast differentiation54/855294/187231.43e-024.65e-0254
GO:003009922LiverHCCmyeloid cell differentiation200/7958381/187234.64e-054.49e-04200
GO:003009920Oral cavityOSCCmyeloid cell differentiation213/7305381/187231.24e-114.42e-10213
GO:000257310Oral cavityOSCCmyeloid leukocyte differentiation119/7305208/187237.29e-081.29e-06119
GO:00303164Oral cavityOSCCosteoclast differentiation48/730594/187231.16e-023.92e-0248
GO:003009926Oral cavityEOLPmyeloid cell differentiation91/2218381/187232.87e-114.15e-0991
GO:000257323Oral cavityEOLPmyeloid leukocyte differentiation48/2218208/187233.71e-067.88e-0548
GO:003009932Oral cavityNEOLPmyeloid cell differentiation83/2005381/187231.79e-101.69e-0883
GO:000257331Oral cavityNEOLPmyeloid leukocyte differentiation41/2005208/187238.21e-051.03e-0341
GO:003009929SkincSCCmyeloid cell differentiation146/4864381/187236.38e-081.61e-06146
GO:000257324SkincSCCmyeloid leukocyte differentiation76/4864208/187234.75e-043.60e-0376
GO:0030099113ThyroidPTCmyeloid cell differentiation160/5968381/187231.75e-051.82e-04160
GO:003009933ThyroidATCmyeloid cell differentiation170/6293381/187234.26e-064.68e-05170
GO:0002573110ThyroidATCmyeloid leukocyte differentiation86/6293208/187231.15e-024.11e-0286
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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
OSTM1SNVMissense_Mutationc.181N>Ap.Ser61Thrp.S61TQ86WC4protein_codingtolerated(0.33)benign(0)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
OSTM1insertionFrame_Shift_Insnovelc.721_722insAp.Met241AsnfsTer3p.M241Nfs*3Q86WC4protein_codingTCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
OSTM1insertionFrame_Shift_Insnovelc.721dupAp.Met241AsnfsTer3p.M241Nfs*3Q86WC4protein_codingTCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
OSTM1SNVMissense_Mutationnovelc.472N>Ap.Leu158Ilep.L158IQ86WC4protein_codingdeleterious(0.03)benign(0.046)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
OSTM1SNVMissense_Mutationc.479N>Gp.Glu160Glyp.E160GQ86WC4protein_codingtolerated(0.09)benign(0.421)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
OSTM1SNVMissense_Mutationnovelc.541G>Ap.Glu181Lysp.E181KQ86WC4protein_codingtolerated(0.44)benign(0.425)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
OSTM1SNVMissense_Mutationnovelc.643A>Cp.Lys215Glnp.K215QQ86WC4protein_codingtolerated(0.17)benign(0.122)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
OSTM1SNVMissense_Mutationnovelc.955N>Tp.Arg319Cysp.R319CQ86WC4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
OSTM1SNVMissense_Mutationnovelc.757N>Tp.His253Tyrp.H253YQ86WC4protein_codingdeleterious(0.03)possibly_damaging(0.857)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
OSTM1SNVMissense_Mutationnovelc.887C>Ap.Pro296Hisp.P296HQ86WC4protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
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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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