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: IQCG

Gene summary for IQCG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IQCG

Gene ID

84223

Gene nameIQ motif containing G
Gene AliasCFAP122
Cytomap3q29
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9H095


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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
84223IQCGLZE7THumanEsophagusESCC5.58e-032.21e-010.0667
84223IQCGLZE24THumanEsophagusESCC1.51e-053.13e-010.0596
84223IQCGLZE21THumanEsophagusESCC4.27e-032.89e-010.0655
84223IQCGLZE6THumanEsophagusESCC8.05e-031.77e-010.0845
84223IQCGP1T-EHumanEsophagusESCC6.76e-054.04e-010.0875
84223IQCGP2T-EHumanEsophagusESCC1.41e-305.94e-010.1177
84223IQCGP4T-EHumanEsophagusESCC2.53e-102.75e-010.1323
84223IQCGP5T-EHumanEsophagusESCC1.31e-235.27e-010.1327
84223IQCGP8T-EHumanEsophagusESCC2.10e-072.05e-010.0889
84223IQCGP10T-EHumanEsophagusESCC1.37e-091.90e-010.116
84223IQCGP11T-EHumanEsophagusESCC8.35e-177.77e-010.1426
84223IQCGP12T-EHumanEsophagusESCC1.31e-061.19e-010.1122
84223IQCGP15T-EHumanEsophagusESCC7.35e-051.64e-010.1149
84223IQCGP16T-EHumanEsophagusESCC1.24e-122.50e-010.1153
84223IQCGP17T-EHumanEsophagusESCC5.36e-043.90e-010.1278
84223IQCGP19T-EHumanEsophagusESCC1.08e-026.87e-010.1662
84223IQCGP20T-EHumanEsophagusESCC3.49e-102.33e-010.1124
84223IQCGP21T-EHumanEsophagusESCC4.28e-081.84e-010.1617
84223IQCGP22T-EHumanEsophagusESCC1.36e-051.67e-010.1236
84223IQCGP23T-EHumanEsophagusESCC2.37e-063.06e-010.108
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:0060271LungIACcilium assembly55/2061337/187231.84e-031.88e-0255
GO:0044782LungIACcilium organization58/2061368/187233.15e-032.75e-0258
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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
IQCGSNVMissense_Mutationrs374289605c.1121T>Cp.Ile374Thrp.I374TQ9H095protein_codingtolerated(0.07)benign(0.025)TCGA-A2-A0CQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
IQCGSNVMissense_Mutationnovelc.142N>Ap.Glu48Lysp.E48KQ9H095protein_codingtolerated_low_confidence(0.08)probably_damaging(0.994)TCGA-A7-A5ZX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
IQCGSNVMissense_Mutationnovelc.1088N>Tp.Ala363Valp.A363VQ9H095protein_codingdeleterious(0.02)possibly_damaging(0.625)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IQCGSNVMissense_Mutationnovelc.100N>Ap.Glu34Lysp.E34KQ9H095protein_codingtolerated_low_confidence(0.09)benign(0.012)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IQCGSNVMissense_Mutationnovelc.99N>Cp.Glu33Aspp.E33DQ9H095protein_codingtolerated_low_confidence(0.09)benign(0.107)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IQCGSNVMissense_Mutationc.399N>Gp.Ile133Metp.I133MQ9H095protein_codingtolerated(0.13)benign(0.019)TCGA-C5-A1BF-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
IQCGSNVMissense_Mutationnovelc.1020N>Ap.Met340Ilep.M340IQ9H095protein_codingdeleterious(0.05)benign(0.152)TCGA-UC-A7PG-06Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
IQCGSNVMissense_Mutationc.828G>Cp.Gln276Hisp.Q276HQ9H095protein_codingdeleterious(0.03)benign(0.391)TCGA-VS-A8EJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
IQCGSNVMissense_Mutationc.399N>Gp.Ile133Metp.I133MQ9H095protein_codingtolerated(0.13)benign(0.019)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IQCGSNVMissense_Mutationc.1268N>Gp.Val423Glyp.V423GQ9H095protein_codingtolerated(0.45)benign(0.021)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
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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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