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: IQCB1

Gene summary for IQCB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IQCB1

Gene ID

9657

Gene nameIQ motif containing B1
Gene AliasNPHP5
Cytomap3q13.33
Gene Typeprotein-coding
GO ID

GO:0001894

UniProtAcc

Q15051


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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
9657IQCB1CCI_1HumanCervixCC1.29e-077.86e-010.528
9657IQCB1CCI_2HumanCervixCC1.70e-111.23e+000.5249
9657IQCB1CCI_3HumanCervixCC1.20e-221.37e+000.516
9657IQCB1LZE2THumanEsophagusESCC3.01e-033.92e-010.082
9657IQCB1LZE4THumanEsophagusESCC3.04e-144.25e-010.0811
9657IQCB1LZE7THumanEsophagusESCC1.47e-125.99e-010.0667
9657IQCB1LZE8THumanEsophagusESCC1.27e-051.92e-010.067
9657IQCB1LZE20THumanEsophagusESCC1.39e-101.98e-010.0662
9657IQCB1LZE22THumanEsophagusESCC3.63e-023.67e-010.068
9657IQCB1LZE24THumanEsophagusESCC1.58e-194.93e-010.0596
9657IQCB1P1T-EHumanEsophagusESCC4.58e-124.82e-010.0875
9657IQCB1P2T-EHumanEsophagusESCC4.12e-253.68e-010.1177
9657IQCB1P4T-EHumanEsophagusESCC1.01e-213.64e-010.1323
9657IQCB1P5T-EHumanEsophagusESCC7.51e-254.59e-010.1327
9657IQCB1P8T-EHumanEsophagusESCC1.02e-357.04e-010.0889
9657IQCB1P9T-EHumanEsophagusESCC7.37e-153.11e-010.1131
9657IQCB1P10T-EHumanEsophagusESCC4.20e-296.16e-010.116
9657IQCB1P11T-EHumanEsophagusESCC6.49e-185.68e-010.1426
9657IQCB1P12T-EHumanEsophagusESCC2.69e-182.33e-010.1122
9657IQCB1P15T-EHumanEsophagusESCC1.10e-275.09e-010.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00018949CervixCCtissue homeostasis57/2311268/187232.43e-054.21e-0457
GO:00602498CervixCCanatomical structure homeostasis63/2311314/187236.03e-058.68e-0463
GO:00018957CervixCCretina homeostasis19/231179/187232.94e-031.94e-0219
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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
IQCB1SNVMissense_Mutationrs375556381c.1270N>Gp.Gln424Glup.Q424EQ15051protein_codingdeleterious(0)benign(0.006)TCGA-A2-A04R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
IQCB1SNVMissense_Mutationrs112790935c.1108A>Gp.Met370Valp.M370VQ15051protein_codingtolerated(0.06)possibly_damaging(0.448)TCGA-A2-A0D4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
IQCB1SNVMissense_Mutationnovelc.402N>Cp.Glu134Aspp.E134DQ15051protein_codingtolerated(0.14)probably_damaging(0.931)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IQCB1SNVMissense_Mutationc.558N>Tp.Met186Ilep.M186IQ15051protein_codingdeleterious(0)benign(0)TCGA-B6-A0WZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
IQCB1SNVMissense_Mutationrs774439677c.406N>Cp.Asp136Hisp.D136HQ15051protein_codingtolerated(0.05)probably_damaging(0.994)TCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
IQCB1SNVMissense_Mutationc.1063C>Gp.Gln355Glup.Q355EQ15051protein_codingtolerated(0.12)benign(0)TCGA-EW-A3E8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
IQCB1insertionIn_Frame_Insnovelc.1155_1156insGCTAAGTCTTATTGTTGTCAGCTCp.Glu385_Met386insAlaLysSerTyrCysCysGlnLeup.E385_M386insAKSYCCQLQ15051protein_codingTCGA-A2-A0EM-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
IQCB1insertionNonsense_Mutationnovelc.1142_1143insTCACAGCCTTGAACTCCTGGGCTAAAGTGATCCTCCTGCp.Lys381delinsAsnHisSerLeuGluLeuLeuGlyTerSerAspProProAlap.K381delinsNHSLELLG*SDPPAQ15051protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
IQCB1SNVMissense_Mutationrs778777318c.1466G>Ap.Arg489Glnp.R489QQ15051protein_codingtolerated(0.43)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IQCB1SNVMissense_Mutationnovelc.1164G>Tp.Glu388Aspp.E388DQ15051protein_codingtolerated(0.12)benign(0.009)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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