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: IQCM

Gene summary for IQCM

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IQCM

Gene ID

285423

Gene nameIQ motif containing M
Gene AliasIQCM
Cytomap4q31.23
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

A0A1B0GVH7


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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
285423IQCMHTA11_3410_2000001011HumanColorectumAD2.26e-46-1.17e+000.0155
285423IQCMHTA11_2487_2000001011HumanColorectumSER1.56e-19-8.87e-01-0.1808
285423IQCMHTA11_2951_2000001011HumanColorectumAD1.23e-07-1.14e+000.0216
285423IQCMHTA11_1938_2000001011HumanColorectumAD6.68e-16-1.05e+00-0.0811
285423IQCMHTA11_78_2000001011HumanColorectumAD7.37e-04-4.40e-01-0.1088
285423IQCMHTA11_3361_2000001011HumanColorectumAD2.53e-08-7.54e-01-0.1207
285423IQCMHTA11_83_2000001011HumanColorectumSER2.08e-07-7.42e-01-0.1526
285423IQCMHTA11_696_2000001011HumanColorectumAD1.06e-30-7.08e-01-0.1464
285423IQCMHTA11_866_2000001011HumanColorectumAD2.47e-24-7.34e-01-0.1001
285423IQCMHTA11_1391_2000001011HumanColorectumAD6.54e-33-1.04e+00-0.059
285423IQCMHTA11_2992_2000001011HumanColorectumSER5.81e-03-8.52e-01-0.1706
285423IQCMHTA11_5212_2000001011HumanColorectumAD1.50e-08-1.02e+00-0.2061
285423IQCMHTA11_5216_2000001011HumanColorectumSER2.54e-05-9.94e-01-0.1462
285423IQCMHTA11_546_2000001011HumanColorectumAD3.43e-07-8.19e-01-0.0842
285423IQCMHTA11_7862_2000001011HumanColorectumAD3.36e-12-9.02e-01-0.0179
285423IQCMHTA11_866_3004761011HumanColorectumAD2.46e-34-1.10e+000.096
285423IQCMHTA11_4255_2000001011HumanColorectumSER3.11e-08-1.21e+000.0446
285423IQCMHTA11_9408_2000001011HumanColorectumAD1.31e-05-1.15e+000.0451
285423IQCMHTA11_8622_2000001021HumanColorectumSER1.30e-07-1.03e+000.0528
285423IQCMHTA11_6801_2000001011HumanColorectumSER7.25e-07-1.13e+000.0171
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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
∗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
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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
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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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