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: SIGIRR

Gene summary for SIGIRR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SIGIRR

Gene ID

59307

Gene namesingle Ig and TIR domain containing
Gene AliasIL-1R8
Cytomap11p15.5
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q6IA17


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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
59307SIGIRRLZE4THumanEsophagusESCC1.35e-052.05e-010.0811
59307SIGIRRLZE7THumanEsophagusESCC1.27e-062.71e-010.0667
59307SIGIRRLZE8THumanEsophagusESCC1.04e-032.40e-010.067
59307SIGIRRLZE20THumanEsophagusESCC4.08e-061.66e-010.0662
59307SIGIRRLZE22D1HumanEsophagusHGIN3.56e-092.51e-010.0595
59307SIGIRRLZE24THumanEsophagusESCC9.86e-331.01e+000.0596
59307SIGIRRLZE6THumanEsophagusESCC2.17e-164.64e-010.0845
59307SIGIRRP1T-EHumanEsophagusESCC7.13e-167.80e-010.0875
59307SIGIRRP2T-EHumanEsophagusESCC1.19e-287.15e-010.1177
59307SIGIRRP4T-EHumanEsophagusESCC5.86e-244.88e-010.1323
59307SIGIRRP5T-EHumanEsophagusESCC1.63e-091.10e-010.1327
59307SIGIRRP8T-EHumanEsophagusESCC3.06e-223.77e-010.0889
59307SIGIRRP9T-EHumanEsophagusESCC2.22e-216.20e-010.1131
59307SIGIRRP11T-EHumanEsophagusESCC3.96e-321.37e+000.1426
59307SIGIRRP12T-EHumanEsophagusESCC1.74e-263.46e-010.1122
59307SIGIRRP15T-EHumanEsophagusESCC1.14e-438.53e-010.1149
59307SIGIRRP16T-EHumanEsophagusESCC2.78e-05-2.15e-020.1153
59307SIGIRRP17T-EHumanEsophagusESCC1.60e-116.69e-010.1278
59307SIGIRRP19T-EHumanEsophagusESCC4.74e-088.05e-010.1662
59307SIGIRRP20T-EHumanEsophagusESCC2.27e-317.71e-010.1124
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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
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:00510902LiverHCCregulation of DNA-binding transcription factor activity220/7958440/187238.04e-044.82e-03220
GO:003249611LiverHCCresponse to lipopolysaccharide174/7958343/187231.19e-036.62e-03174
GO:00712166LiverHCCcellular response to biotic stimulus128/7958246/187231.53e-038.10e-03128
GO:00712226LiverHCCcellular response to lipopolysaccharide110/7958209/187231.92e-039.77e-03110
GO:000223711LiverHCCresponse to molecule of bacterial origin181/7958363/187232.58e-031.24e-02181
GO:00025262LiverHCCacute inflammatory response62/7958112/187234.06e-031.77e-0262
GO:0031663LiverHCClipopolysaccharide-mediated signaling pathway36/795860/187234.68e-032.01e-0236
GO:00712196LiverHCCcellular response to molecule of bacterial origin113/7958221/187235.73e-032.38e-02113
GO:00069532LiverHCCacute-phase response30/795849/187236.31e-032.57e-0230
GO:00028317Oral cavityOSCCregulation of response to biotic stimulus177/7305327/187231.73e-083.43e-07177
GO:003249617Oral cavityOSCCresponse to lipopolysaccharide178/7305343/187237.27e-071.03e-05178
GO:00510907Oral cavityOSCCregulation of DNA-binding transcription factor activity221/7305440/187239.06e-071.23e-05221
GO:00019594Oral cavityOSCCregulation of cytokine-mediated signaling pathway87/7305150/187231.82e-062.35e-0587
GO:00607594Oral cavityOSCCregulation of response to cytokine stimulus92/7305162/187233.25e-063.90e-0592
GO:00028324Oral cavityOSCCnegative regulation of response to biotic stimulus65/7305108/187236.62e-067.29e-0565
GO:007121615Oral cavityOSCCcellular response to biotic stimulus129/7305246/187231.20e-051.23e-04129
GO:000223717Oral cavityOSCCresponse to molecule of bacterial origin181/7305363/187231.48e-051.49e-04181
GO:007122210Oral cavityOSCCcellular response to lipopolysaccharide110/7305209/187234.15e-053.60e-04110
GO:00316632Oral cavityOSCClipopolysaccharide-mediated signaling pathway38/730560/187231.17e-048.46e-0438
GO:00192214Oral cavityOSCCcytokine-mediated signaling pathway222/7305472/187232.02e-041.35e-03222
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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
SIGIRRSNVMissense_Mutationc.890N>Tp.Ser297Phep.S297FQ6IA17protein_codingdeleterious(0)probably_damaging(0.998)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
SIGIRRSNVMissense_Mutationc.300N>Gp.Ile100Metp.I100MQ6IA17protein_codingdeleterious(0.04)benign(0.233)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
SIGIRRSNVMissense_Mutationc.979G>Ap.Asp327Asnp.D327NQ6IA17protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
SIGIRRSNVMissense_Mutationc.626A>Gp.Glu209Glyp.E209GQ6IA17protein_codingtolerated(0.06)benign(0.039)TCGA-D5-6927-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SIGIRRSNVMissense_Mutationrs147250692c.917C>Tp.Ala306Valp.A306VQ6IA17protein_codingdeleterious(0.05)possibly_damaging(0.81)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SIGIRRSNVMissense_Mutationc.193N>Ap.His65Asnp.H65NQ6IA17protein_codingtolerated(0.58)benign(0.001)TCGA-B5-A11J-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SIGIRRSNVMissense_Mutationnovelc.1159N>Ap.Val387Ilep.V387IQ6IA17protein_codingtolerated(0.51)benign(0.013)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SIGIRRSNVMissense_Mutationnovelc.358N>Ap.Ala120Thrp.A120TQ6IA17protein_codingtolerated(0.07)benign(0.022)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SIGIRRSNVMissense_Mutationnovelc.1034N>Cp.Asp345Alap.D345AQ6IA17protein_codingtolerated(0.05)benign(0.115)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SIGIRRSNVMissense_Mutationc.157N>Tp.Gly53Trpp.G53WQ6IA17protein_codingdeleterious(0)probably_damaging(0.994)TCGA-D1-A160-01Endometriumuterine 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
59307SIGIRRNAagonist178102770
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