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: IQGAP1

Gene summary for IQGAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IQGAP1

Gene ID

8826

Gene nameIQ motif containing GTPase activating protein 1
Gene AliasHUMORFA01
Cytomap15q26.1
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A0A024RC65


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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
8826IQGAP1HTA11_3410_2000001011HumanColorectumAD4.46e-11-4.68e-010.0155
8826IQGAP1HTA11_78_2000001011HumanColorectumAD9.20e-076.42e-01-0.1088
8826IQGAP1HTA11_347_2000001011HumanColorectumAD1.48e-269.36e-01-0.1954
8826IQGAP1HTA11_411_2000001011HumanColorectumSER4.45e-057.50e-01-0.2602
8826IQGAP1HTA11_99999971662_82457HumanColorectumMSS2.10e-06-3.67e-010.3859
8826IQGAP1HTA11_99999973899_84307HumanColorectumMSS2.86e-04-4.90e-010.2585
8826IQGAP1HTA11_99999974143_84620HumanColorectumMSS7.27e-20-5.83e-010.3005
8826IQGAP1F007HumanColorectumFAP1.50e-03-2.70e-010.1176
8826IQGAP1A001-C-207HumanColorectumFAP1.20e-02-2.44e-020.1278
8826IQGAP1A015-C-203HumanColorectumFAP3.26e-43-4.42e-01-0.1294
8826IQGAP1A015-C-204HumanColorectumFAP1.51e-07-2.92e-01-0.0228
8826IQGAP1A014-C-040HumanColorectumFAP1.38e-04-1.80e-01-0.1184
8826IQGAP1A002-C-201HumanColorectumFAP2.26e-17-2.99e-010.0324
8826IQGAP1A002-C-203HumanColorectumFAP1.04e-04-1.35e-010.2786
8826IQGAP1A001-C-119HumanColorectumFAP1.84e-08-3.77e-01-0.1557
8826IQGAP1A001-C-108HumanColorectumFAP9.65e-21-1.14e-01-0.0272
8826IQGAP1A002-C-205HumanColorectumFAP1.43e-28-4.52e-01-0.1236
8826IQGAP1A001-C-104HumanColorectumFAP8.21e-03-3.14e-020.0184
8826IQGAP1A015-C-005HumanColorectumFAP1.16e-04-2.61e-01-0.0336
8826IQGAP1A015-C-006HumanColorectumFAP7.66e-21-5.94e-01-0.0994
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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:1903829ColorectumADpositive regulation of cellular protein localization110/3918276/187234.58e-138.44e-11110
GO:0032970ColorectumADregulation of actin filament-based process142/3918397/187234.05e-125.90e-10142
GO:0002064ColorectumADepithelial cell development89/3918220/187232.98e-113.52e-0989
GO:0032956ColorectumADregulation of actin cytoskeleton organization127/3918358/187231.03e-101.04e-08127
GO:0038127ColorectumADERBB signaling pathway55/3918121/187231.19e-098.85e-0855
GO:0007173ColorectumADepidermal growth factor receptor signaling pathway50/3918108/187233.08e-092.07e-0750
GO:0034329ColorectumADcell junction assembly136/3918420/187232.02e-081.15e-06136
GO:0010811ColorectumADpositive regulation of cell-substrate adhesion53/3918123/187232.30e-081.27e-0653
GO:0010810ColorectumADregulation of cell-substrate adhesion81/3918221/187234.80e-082.55e-0681
GO:0150115ColorectumADcell-substrate junction organization44/3918101/187232.38e-079.81e-0644
GO:0031589ColorectumADcell-substrate adhesion116/3918363/187234.68e-071.76e-05116
GO:0007044ColorectumADcell-substrate junction assembly41/391895/187238.20e-072.85e-0541
GO:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
GO:0001952ColorectumADregulation of cell-matrix adhesion50/3918128/187232.05e-066.05e-0550
GO:0043434ColorectumADresponse to peptide hormone126/3918414/187232.70e-067.86e-05126
GO:0016049ColorectumADcell growth143/3918482/187232.83e-068.09e-05143
GO:0001954ColorectumADpositive regulation of cell-matrix adhesion27/391858/187231.12e-052.55e-0427
GO:0046777ColorectumADprotein autophosphorylation74/3918227/187232.48e-054.76e-0474
GO:0010975ColorectumADregulation of neuron projection development129/3918445/187232.88e-055.37e-04129
GO:0007160ColorectumADcell-matrix adhesion75/3918233/187233.56e-056.45e-0475
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04520ColorectumADAdherens junction50/209293/84651.52e-092.83e-081.81e-0850
hsa05205ColorectumADProteoglycans in cancer70/2092205/84651.37e-038.46e-035.39e-0370
hsa04810ColorectumADRegulation of actin cytoskeleton75/2092229/84653.36e-031.76e-021.12e-0275
hsa045201ColorectumADAdherens junction50/209293/84651.52e-092.83e-081.81e-0850
hsa052051ColorectumADProteoglycans in cancer70/2092205/84651.37e-038.46e-035.39e-0370
hsa048101ColorectumADRegulation of actin cytoskeleton75/2092229/84653.36e-031.76e-021.12e-0275
hsa045202ColorectumSERAdherens junction37/158093/84651.54e-062.35e-051.71e-0537
hsa052052ColorectumSERProteoglycans in cancer58/1580205/84654.37e-043.82e-032.77e-0358
hsa048102ColorectumSERRegulation of actin cytoskeleton60/1580229/84652.74e-032.02e-021.47e-0260
hsa045203ColorectumSERAdherens junction37/158093/84651.54e-062.35e-051.71e-0537
hsa052053ColorectumSERProteoglycans in cancer58/1580205/84654.37e-043.82e-032.77e-0358
hsa048103ColorectumSERRegulation of actin cytoskeleton60/1580229/84652.74e-032.02e-021.47e-0260
hsa045204ColorectumMSSAdherens junction42/187593/84656.18e-079.01e-065.52e-0642
hsa052054ColorectumMSSProteoglycans in cancer65/1875205/84658.66e-045.38e-033.29e-0365
hsa048104ColorectumMSSRegulation of actin cytoskeleton68/1875229/84654.27e-031.86e-021.14e-0268
hsa045205ColorectumMSSAdherens junction42/187593/84656.18e-079.01e-065.52e-0642
hsa052055ColorectumMSSProteoglycans in cancer65/1875205/84658.66e-045.38e-033.29e-0365
hsa048105ColorectumMSSRegulation of actin cytoskeleton68/1875229/84654.27e-031.86e-021.14e-0268
hsa045208ColorectumFAPAdherens junction45/140493/84658.66e-132.89e-101.76e-1045
hsa048106ColorectumFAPRegulation of actin cytoskeleton65/1404229/84654.07e-065.91e-053.59e-0565
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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
IQGAP1SNVMissense_Mutationc.3757G>Ap.Glu1253Lysp.E1253KP46940protein_codingtolerated(0.66)benign(0.018)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
IQGAP1SNVMissense_Mutationnovelc.3227N>Gp.Val1076Glyp.V1076GP46940protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
IQGAP1SNVMissense_Mutationnovelc.1006N>Gp.Arg336Glyp.R336GP46940protein_codingtolerated(0.12)benign(0.106)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
IQGAP1SNVMissense_Mutationc.2844G>Tp.Met948Ilep.M948IP46940protein_codingdeleterious(0.02)benign(0.009)TCGA-BH-A0B9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
IQGAP1SNVMissense_Mutationc.2844N>Ap.Met948Ilep.M948IP46940protein_codingdeleterious(0.02)benign(0.009)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
IQGAP1SNVMissense_Mutationc.3315N>Cp.Gln1105Hisp.Q1105HP46940protein_codingdeleterious(0.01)probably_damaging(0.953)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
IQGAP1insertionFrame_Shift_Insnovelc.1231_1232insGAGAACAGTTAGGAGGCTGCTTTTTGAAGAAAACATCTp.Leu411ArgfsTer14p.L411Rfs*14P46940protein_codingTCGA-BH-A0BA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
IQGAP1insertionFrame_Shift_Insnovelc.2814_2815insAp.Asn941LysfsTer2p.N941Kfs*2P46940protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IQGAP1SNVMissense_Mutationc.4966N>Ap.Gly1656Argp.G1656RP46940protein_codingtolerated(0.16)benign(0.119)TCGA-C5-A7UE-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
IQGAP1SNVMissense_Mutationc.2715N>Tp.Gln905Hisp.Q905HP46940protein_codingdeleterious(0.01)probably_damaging(0.957)TCGA-EA-A439-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
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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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