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: OSGIN2

Gene summary for OSGIN2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OSGIN2

Gene ID

734

Gene nameoxidative stress induced growth inhibitor family member 2
Gene AliasC8orf1
Cytomap8q21.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9Y236


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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
734OSGIN2LZE24THumanEsophagusESCC2.80e-073.05e-020.0596
734OSGIN2P2T-EHumanEsophagusESCC5.52e-153.31e-020.1177
734OSGIN2P4T-EHumanEsophagusESCC1.03e-092.18e-010.1323
734OSGIN2P5T-EHumanEsophagusESCC5.11e-071.92e-020.1327
734OSGIN2P8T-EHumanEsophagusESCC3.49e-121.11e-010.0889
734OSGIN2P9T-EHumanEsophagusESCC5.60e-067.15e-020.1131
734OSGIN2P10T-EHumanEsophagusESCC3.31e-185.63e-020.116
734OSGIN2P12T-EHumanEsophagusESCC1.89e-135.20e-020.1122
734OSGIN2P15T-EHumanEsophagusESCC1.65e-041.49e-030.1149
734OSGIN2P16T-EHumanEsophagusESCC3.44e-114.58e-020.1153
734OSGIN2P17T-EHumanEsophagusESCC8.00e-039.27e-020.1278
734OSGIN2P20T-EHumanEsophagusESCC1.74e-03-2.75e-030.1124
734OSGIN2P21T-EHumanEsophagusESCC3.44e-161.59e-010.1617
734OSGIN2P22T-EHumanEsophagusESCC7.37e-158.00e-020.1236
734OSGIN2P23T-EHumanEsophagusESCC4.88e-051.02e-010.108
734OSGIN2P24T-EHumanEsophagusESCC1.17e-094.85e-020.1287
734OSGIN2P26T-EHumanEsophagusESCC7.95e-061.72e-010.1276
734OSGIN2P27T-EHumanEsophagusESCC8.91e-082.45e-020.1055
734OSGIN2P28T-EHumanEsophagusESCC3.46e-222.36e-010.1149
734OSGIN2P30T-EHumanEsophagusESCC1.86e-083.06e-010.137
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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
∗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:0016049110EsophagusESCCcell growth289/8552482/187231.29e-103.77e-09289
GO:000155819EsophagusESCCregulation of cell growth248/8552414/187232.97e-096.45e-08248
GO:00459267EsophagusESCCnegative regulation of growth148/8552249/187237.88e-067.73e-05148
GO:00303085EsophagusESCCnegative regulation of cell growth108/8552188/187237.46e-043.87e-03108
GO:001604921LiverHCCcell growth269/7958482/187231.84e-095.35e-08269
GO:000155821LiverHCCregulation of cell growth228/7958414/187231.34e-072.55e-06228
GO:00459263LiverHCCnegative regulation of growth129/7958249/187231.81e-039.37e-03129
GO:0030308LiverHCCnegative regulation of cell growth98/7958188/187234.74e-032.02e-0298
GO:001604917Oral cavityOSCCcell growth268/7305482/187236.55e-143.51e-12268
GO:000155816Oral cavityOSCCregulation of cell growth228/7305414/187231.74e-116.09e-10228
GO:00459266Oral cavityOSCCnegative regulation of growth135/7305249/187237.29e-071.03e-05135
GO:00303084Oral cavityOSCCnegative regulation of cell growth101/7305188/187232.85e-052.63e-04101
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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
OSGIN2SNVMissense_Mutationnovelc.1229N>Ap.Ser410Tyrp.S410YQ9Y236protein_codingdeleterious(0.01)possibly_damaging(0.446)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OSGIN2insertionFrame_Shift_Insnovelc.1600_1601insTTAGGATGp.Lys534IlefsTer18p.K534Ifs*18Q9Y236protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OSGIN2SNVMissense_Mutationc.991G>Cp.Glu331Glnp.E331QQ9Y236protein_codingtolerated(0.23)possibly_damaging(0.843)TCGA-C5-A1BK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
OSGIN2SNVMissense_Mutationnovelc.1220N>Gp.Gln407Argp.Q407RQ9Y236protein_codingtolerated(0.08)possibly_damaging(0.595)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
OSGIN2SNVMissense_Mutationrs780270897c.1025G>Ap.Arg342Hisp.R342HQ9Y236protein_codingtolerated(0.27)benign(0.001)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
OSGIN2SNVMissense_Mutationc.793A>Cp.Lys265Glnp.K265QQ9Y236protein_codingtolerated(0.68)benign(0)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
OSGIN2SNVMissense_Mutationnovelc.75G>Tp.Glu25Aspp.E25DQ9Y236protein_codingtolerated_low_confidence(0.22)benign(0.012)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
OSGIN2SNVMissense_Mutationrs533674331c.1024C>Tp.Arg342Cysp.R342CQ9Y236protein_codingtolerated(0.1)benign(0.001)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
OSGIN2SNVMissense_Mutationc.872N>Ap.Ser291Tyrp.S291YQ9Y236protein_codingdeleterious(0.01)possibly_damaging(0.7)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
OSGIN2SNVMissense_Mutationc.628N>Gp.Lys210Glup.K210EQ9Y236protein_codingtolerated(0.1)possibly_damaging(0.501)TCGA-AF-3913-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapyxelodaPD
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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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