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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

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


Top

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
Page: 1 2 3 4 5 6 7 8 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:004592710Oral cavityOSCCpositive regulation of growth125/7305259/187231.44e-036.97e-03125
GO:00100015Oral cavityOSCCglial cell differentiation110/7305225/187231.56e-037.45e-03110
GO:00603269Oral cavityOSCCcell chemotaxis146/7305310/187232.13e-039.80e-03146
GO:00305959Oral cavityOSCCleukocyte chemotaxis110/7305230/187233.86e-031.58e-02110
GO:00550695Oral cavityOSCCzinc ion homeostasis24/730540/187235.76e-032.22e-0224
GO:00068825Oral cavityOSCCcellular zinc ion homeostasis23/730538/187235.87e-032.24e-0223
GO:007162110Oral cavityOSCCgranulocyte chemotaxis62/7305125/187231.02e-023.52e-0262
GO:00313495Oral cavityOSCCpositive regulation of defense response127/7305278/187231.32e-024.39e-02127
GO:0097193110Oral cavityLPintrinsic apoptotic signaling pathway146/4623288/187239.76e-222.78e-19146
GO:2001233110Oral cavityLPregulation of apoptotic signaling pathway168/4623356/187231.35e-203.02e-18168
GO:2001242110Oral cavityLPregulation of intrinsic apoptotic signaling pathway95/4623164/187239.85e-201.99e-1795
GO:0045862110Oral cavityLPpositive regulation of proteolysis165/4623372/187235.40e-178.46e-15165
GO:2000116110Oral cavityLPregulation of cysteine-type endopeptidase activity109/4623235/187233.16e-132.91e-11109
GO:0043281110Oral cavityLPregulation of cysteine-type endopeptidase activity involved in apoptotic process99/4623209/187237.89e-136.68e-1199
GO:0052547110Oral cavityLPregulation of peptidase activity177/4623461/187233.01e-112.00e-09177
GO:0052548110Oral cavityLPregulation of endopeptidase activity164/4623432/187234.33e-102.20e-08164
GO:0010952110Oral cavityLPpositive regulation of peptidase activity88/4623197/187236.52e-103.14e-0888
GO:200123518Oral cavityLPpositive regulation of apoptotic signaling pathway63/4623126/187237.17e-103.43e-0863
GO:0010950110Oral cavityLPpositive regulation of endopeptidase activity79/4623179/187239.34e-093.62e-0779
GO:200124416Oral cavityLPpositive regulation of intrinsic apoptotic signaling pathway33/462358/187231.63e-075.11e-0633
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 

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
Page: 1 2 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
Page: 1 2 

Top

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
Page: 1