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: S100A8

Gene summary for S100A8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

S100A8

Gene ID

6279

Gene nameS100 calcium binding protein A8
Gene Alias60B8AG
Cytomap1q21.3
Gene Typeprotein-coding
GO ID

GO:0001558

UniProtAcc

P05109


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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
6279S100A8GSM4909281HumanBreastIDC7.21e-05-5.96e-010.21
6279S100A8GSM4909282HumanBreastIDC1.05e-229.13e-02-0.0288
6279S100A8GSM4909285HumanBreastIDC1.66e-11-7.11e-010.21
6279S100A8GSM4909286HumanBreastIDC3.04e-13-7.14e-010.1081
6279S100A8GSM4909287HumanBreastIDC8.51e-03-5.33e-010.2057
6279S100A8GSM4909290HumanBreastIDC9.99e-071.30e-010.2096
6279S100A8GSM4909291HumanBreastIDC2.83e-03-6.56e-010.1753
6279S100A8GSM4909293HumanBreastIDC1.35e-11-6.97e-010.1581
6279S100A8GSM4909294HumanBreastIDC8.86e-03-5.66e-010.2022
6279S100A8GSM4909297HumanBreastIDC4.59e-10-7.04e-010.1517
6279S100A8GSM4909298HumanBreastIDC2.44e-15-7.14e-010.1551
6279S100A8GSM4909299HumanBreastIDC5.10e-04-5.79e-010.035
6279S100A8GSM4909301HumanBreastIDC5.48e-15-7.03e-010.1577
6279S100A8GSM4909302HumanBreastIDC6.86e-11-6.91e-010.1545
6279S100A8GSM4909303HumanBreastIDC2.85e-03-7.14e-010.0438
6279S100A8GSM4909304HumanBreastIDC6.28e-13-7.11e-010.1636
6279S100A8GSM4909305HumanBreastIDC9.16e-08-7.05e-010.0436
6279S100A8GSM4909306HumanBreastIDC1.66e-06-6.72e-010.1564
6279S100A8GSM4909307HumanBreastIDC6.13e-14-7.14e-010.1569
6279S100A8GSM4909308HumanBreastIDC4.53e-13-7.14e-010.158
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
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
∗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:003030721Oral cavityNEOLPpositive regulation of cell growth31/2005166/187231.45e-031.03e-0231
GO:009730532Oral cavityNEOLPresponse to alcohol43/2005253/187231.50e-031.06e-0243
GO:00025265Oral cavityNEOLPacute inflammatory response23/2005112/187231.59e-031.11e-0223
GO:005072712Oral cavityNEOLPregulation of inflammatory response60/2005386/187231.99e-031.33e-0260
GO:009752914Oral cavityNEOLPmyeloid leukocyte migration38/2005220/187232.04e-031.36e-0238
GO:200105631Oral cavityNEOLPpositive regulation of cysteine-type endopeptidase activity27/2005148/187233.96e-032.26e-0227
GO:00487083Oral cavityNEOLPastrocyte differentiation17/200581/187234.85e-032.64e-0217
GO:004206321Oral cavityNEOLPgliogenesis47/2005301/187235.26e-032.82e-0247
GO:001000121Oral cavityNEOLPglial cell differentiation37/2005225/187235.38e-032.88e-0237
GO:00100437Oral cavityNEOLPresponse to zinc ion13/200558/187237.35e-033.71e-0213
GO:00507295Oral cavityNEOLPpositive regulation of inflammatory response25/2005142/187238.58e-034.15e-0225
GO:007048611Oral cavityNEOLPleukocyte aggregation5/200513/187238.62e-034.15e-025
GO:00025441Oral cavityNEOLPchronic inflammatory response6/200518/187238.92e-034.25e-026
GO:009719328SkinAKintrinsic apoptotic signaling pathway82/1910288/187232.01e-182.97e-1582
GO:200123328SkinAKregulation of apoptotic signaling pathway91/1910356/187235.72e-174.84e-1491
GO:200124228SkinAKregulation of intrinsic apoptotic signaling pathway54/1910164/187231.64e-157.48e-1354
GO:004206028SkinAKwound healing91/1910422/187232.93e-126.67e-1091
GO:001604920SkinAKcell growth93/1910482/187239.55e-109.42e-0893
GO:005254727SkinAKregulation of peptidase activity88/1910461/187234.65e-093.44e-0788
GO:004586228SkinAKpositive regulation of proteolysis74/1910372/187231.32e-088.20e-0774
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0465721BreastIDCIL-17 signaling pathway18/86794/84656.39e-033.30e-022.47e-0218
hsa0465731BreastIDCIL-17 signaling pathway18/86794/84656.39e-033.30e-022.47e-0218
hsa0465741BreastDCISIL-17 signaling pathway18/84694/84654.95e-032.67e-021.96e-0218
hsa0465751BreastDCISIL-17 signaling pathway18/84694/84654.95e-032.67e-021.96e-0218
hsa0465718CervixCCIL-17 signaling pathway31/126794/84658.71e-067.43e-054.39e-0531
hsa0465719CervixCCIL-17 signaling pathway31/126794/84658.71e-067.43e-054.39e-0531
hsa0465722CervixHSIL_HPVIL-17 signaling pathway15/45994/84651.45e-041.74e-031.40e-0315
hsa0465732CervixHSIL_HPVIL-17 signaling pathway15/45994/84651.45e-041.74e-031.40e-0315
hsa0465742CervixN_HPVIL-17 signaling pathway16/34994/84651.20e-061.64e-051.28e-0516
hsa0465752CervixN_HPVIL-17 signaling pathway16/34994/84651.20e-061.64e-051.28e-0516
hsa0465726EsophagusHGINIL-17 signaling pathway25/138394/84657.52e-034.63e-023.68e-0225
hsa04657113EsophagusHGINIL-17 signaling pathway25/138394/84657.52e-034.63e-023.68e-0225
hsa0465727EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
hsa0465734EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
hsa0465724Oral cavityOSCCIL-17 signaling pathway64/370494/84651.48e-067.87e-064.01e-0664
hsa04657112Oral cavityOSCCIL-17 signaling pathway64/370494/84651.48e-067.87e-064.01e-0664
hsa0465725Oral cavityLPIL-17 signaling pathway47/241894/84658.45e-066.25e-054.03e-0547
hsa0465733Oral cavityLPIL-17 signaling pathway47/241894/84658.45e-066.25e-054.03e-0547
hsa0465743Oral cavityEOLPIL-17 signaling pathway24/121894/84652.98e-039.61e-035.67e-0324
hsa0465753Oral cavityEOLPIL-17 signaling pathway24/121894/84652.98e-039.61e-035.67e-0324
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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
S100A8SNVMissense_Mutationc.221N>Cp.Leu74Prop.L74PP05109protein_codingdeleterious(0)possibly_damaging(0.87)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
S100A8deletionFrame_Shift_Delc.256delAp.Ser86AlafsTer10p.S86Afs*10P05109protein_codingTCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
S100A8deletionFrame_Shift_Delc.256delNp.Ser86AlafsTer10p.S86Afs*10P05109protein_codingTCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
S100A8deletionFrame_Shift_Delc.256delNp.Ser86AlafsTer10p.S86Afs*10P05109protein_codingTCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
S100A8SNVMissense_Mutationnovelc.154N>Ap.Asp52Asnp.D52NP05109protein_codingtolerated(0.05)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
S100A8SNVMissense_Mutationc.207N>Tp.Gln69Hisp.Q69HP05109protein_codingdeleterious(0)benign(0.258)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
S100A8SNVMissense_Mutationrs780156471c.59C>Tp.Ser20Phep.S20FP05109protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AP-A0LP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIHormone TherapymegaceSD
S100A8SNVMissense_Mutationnovelc.245C>Tp.Ala82Valp.A82VP05109protein_codingdeleterious(0.03)possibly_damaging(0.494)TCGA-DI-A1BY-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
S100A8SNVMissense_Mutationnovelc.263N>Cp.Glu88Alap.E88AP05109protein_codingdeleterious(0)benign(0.011)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
S100A8insertionFrame_Shift_Insnovelc.256dupAp.Ser86LysfsTer3p.S86Kfs*3P05109protein_codingTCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<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
6279S100A8DRUGGABLE GENOME, KINASE, ENZYMEMTXMETHOTREXATE14722212
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