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: PILRB

Gene summary for PILRB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PILRB

Gene ID

29990

Gene namepaired immunoglobin like type 2 receptor beta
Gene AliasFDFACT1
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q9UKJ0


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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
29990PILRBLZE4THumanEsophagusESCC2.37e-021.35e-010.0811
29990PILRBLZE7THumanEsophagusESCC3.42e-174.84e-010.0667
29990PILRBLZE8THumanEsophagusESCC2.72e-031.26e-010.067
29990PILRBLZE20THumanEsophagusESCC7.18e-072.33e-010.0662
29990PILRBLZE22D1HumanEsophagusHGIN4.30e-072.85e-010.0595
29990PILRBLZE22THumanEsophagusESCC1.48e-053.29e-010.068
29990PILRBLZE24THumanEsophagusESCC5.64e-102.65e-010.0596
29990PILRBLZE21THumanEsophagusESCC1.78e-084.22e-010.0655
29990PILRBP1T-EHumanEsophagusESCC1.59e-207.69e-010.0875
29990PILRBP2T-EHumanEsophagusESCC9.52e-265.71e-010.1177
29990PILRBP4T-EHumanEsophagusESCC1.22e-082.09e-010.1323
29990PILRBP5T-EHumanEsophagusESCC6.10e-071.07e-010.1327
29990PILRBP8T-EHumanEsophagusESCC5.70e-244.57e-010.0889
29990PILRBP9T-EHumanEsophagusESCC5.58e-224.45e-010.1131
29990PILRBP10T-EHumanEsophagusESCC6.45e-203.39e-010.116
29990PILRBP11T-EHumanEsophagusESCC1.20e-093.01e-010.1426
29990PILRBP12T-EHumanEsophagusESCC1.58e-102.66e-010.1122
29990PILRBP15T-EHumanEsophagusESCC7.88e-244.92e-010.1149
29990PILRBP16T-EHumanEsophagusESCC1.27e-132.93e-010.1153
29990PILRBP17T-EHumanEsophagusESCC1.49e-052.31e-010.1278
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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:004586018EsophagusESCCpositive regulation of protein kinase activity219/8552386/187236.91e-066.97e-05219
GO:003367420EsophagusESCCpositive regulation of kinase activity260/8552467/187237.26e-067.22e-05260
GO:004586011LiverCirrhoticpositive regulation of protein kinase activity117/4634386/187237.07e-033.41e-02117
GO:004586021LiverHCCpositive regulation of protein kinase activity194/7958386/187231.16e-036.54e-03194
GO:003367411LiverHCCpositive regulation of kinase activity230/7958467/187231.72e-038.95e-03230
GO:00321471LiverHCCactivation of protein kinase activity72/7958134/187235.61e-032.33e-0272
GO:004586016Oral cavityOSCCpositive regulation of protein kinase activity194/7305386/187233.90e-064.59e-05194
GO:003367418Oral cavityOSCCpositive regulation of kinase activity228/7305467/187238.31e-068.90e-05228
GO:004586017Oral cavityEOLPpositive regulation of protein kinase activity74/2218386/187231.78e-052.89e-0474
GO:003367419Oral cavityEOLPpositive regulation of kinase activity82/2218467/187231.58e-041.68e-0382
GO:0045860111ThyroidPTCpositive regulation of protein kinase activity176/5968386/187238.89e-092.17e-07176
GO:0033674111ThyroidPTCpositive regulation of kinase activity201/5968467/187231.95e-073.54e-06201
GO:00321472ThyroidPTCactivation of protein kinase activity60/5968134/187231.15e-036.71e-0360
GO:004586026ThyroidATCpositive regulation of protein kinase activity185/6293386/187233.00e-097.02e-08185
GO:003367427ThyroidATCpositive regulation of kinase activity212/6293467/187235.89e-081.05e-06212
GO:003214711ThyroidATCactivation of protein kinase activity65/6293134/187232.44e-041.57e-0365
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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
PILRBSNVMissense_Mutationrs747302326c.187N>Gp.Ile63Valp.I63VQ9UKJ0protein_codingdeleterious(0.04)benign(0.001)TCGA-AN-A0FW-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
PILRBSNVMissense_Mutationrs762349237c.257N>Tp.Pro86Leup.P86LQ9UKJ0protein_codingtolerated(0.2)probably_damaging(0.972)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PILRBSNVMissense_Mutationnovelc.238T>Cp.Ser80Prop.S80PQ9UKJ0protein_codingdeleterious(0.03)possibly_damaging(0.461)TCGA-AY-4070-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fuPD
PILRBSNVMissense_Mutationrs750745714c.382N>Ap.Glu128Lysp.E128KQ9UKJ0protein_codingtolerated(0.21)benign(0.387)TCGA-AG-4015-01Colorectumrectum adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PILRBSNVMissense_Mutationc.145G>Ap.Val49Metp.V49MQ9UKJ0protein_codingdeleterious(0)probably_damaging(0.989)TCGA-EI-6881-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5SD
PILRBSNVMissense_Mutationc.455N>Ap.Ala152Aspp.A152DQ9UKJ0protein_codingdeleterious(0.04)benign(0.427)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PILRBSNVMissense_Mutationnovelc.671N>Tp.Ser224Ilep.S224IQ9UKJ0protein_codingdeleterious(0.05)benign(0.438)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PILRBSNVMissense_Mutationrs375039008c.589N>Ap.Ala197Thrp.A197TQ9UKJ0protein_codingtolerated(0.25)benign(0.009)TCGA-AX-A2H7-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
PILRBSNVMissense_Mutationrs371931442c.505G>Ap.Gly169Serp.G169SQ9UKJ0protein_codingdeleterious(0.04)benign(0.389)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PILRBSNVMissense_Mutationnovelc.384N>Tp.Glu128Aspp.E128DQ9UKJ0protein_codingtolerated(0.12)benign(0.026)TCGA-B5-A3FA-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
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