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: CHN1

Gene summary for CHN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHN1

Gene ID

1123

Gene namechimerin 1
Gene AliasARHGAP2
Cytomap2q31.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P15882


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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
1123CHN1HTA12-15-2HumanPancreasPDAC4.06e-022.64e-010.2315
1123CHN1HTA12-23-1HumanPancreasPDAC5.20e-087.01e-010.3405
1123CHN1HTA12-25-1HumanPancreasPDAC3.64e-054.50e-010.313
1123CHN1HTA12-26-1HumanPancreasPDAC5.25e-228.69e-010.3728
1123CHN1HTA12-29-1HumanPancreasPDAC2.01e-489.40e-010.3722
1123CHN1HTA12-32-1HumanPancreasPDAC4.65e-026.19e-010.3624
1123CHN1ATC09HumanThyroidATC2.26e-062.46e-010.2871
1123CHN1ATC11HumanThyroidATC7.49e-032.46e-010.3386
1123CHN1ATC12HumanThyroidATC4.51e-337.77e-010.34
1123CHN1ATC13HumanThyroidATC2.37e-163.00e-010.34
1123CHN1ATC1HumanThyroidATC1.52e-062.72e-010.2878
1123CHN1ATC2HumanThyroidATC4.44e-151.19e+000.34
1123CHN1ATC3HumanThyroidATC6.22e-032.04e-010.338
1123CHN1ATC4HumanThyroidATC1.79e-431.01e+000.34
1123CHN1ATC5HumanThyroidATC5.92e-173.25e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:001097523ThyroidATCregulation of neuron projection development212/6293445/187234.16e-101.14e-08212
GO:006156423ThyroidATCaxon development220/6293467/187236.85e-101.80e-08220
GO:000740919ThyroidATCaxonogenesis197/6293418/187235.09e-091.13e-07197
GO:005105618ThyroidATCregulation of small GTPase mediated signal transduction141/6293302/187231.43e-061.77e-05141
GO:005077011ThyroidATCregulation of axonogenesis80/6293154/187231.95e-062.34e-0580
GO:004308719ThyroidATCregulation of GTPase activity153/6293348/187233.24e-052.68e-04153
GO:00074113ThyroidATCaxon guidance96/6293227/187233.74e-031.63e-0296
GO:00974853ThyroidATCneuron projection guidance96/6293228/187234.36e-031.81e-0296
GO:004354715ThyroidATCpositive regulation of GTPase activity106/6293255/187234.58e-031.89e-02106
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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
CHN1SNVMissense_Mutationc.673T>Ap.Phe225Ilep.F225IP15882protein_codingdeleterious(0)probably_damaging(0.985)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
CHN1SNVMissense_Mutationc.394N>Cp.Glu132Glnp.E132QP15882protein_codingtolerated(0.05)benign(0.347)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CHN1SNVMissense_Mutationrs775612525c.355G>Ap.Asp119Asnp.D119NP15882protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A7-A26F-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
CHN1SNVMissense_Mutationnovelc.1227N>Tp.Lys409Asnp.K409NP15882protein_codingtolerated(0.1)benign(0.251)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CHN1SNVMissense_Mutationnovelc.91N>Gp.Arg31Glyp.R31GP15882protein_codingtolerated(0.14)possibly_damaging(0.524)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
CHN1SNVMissense_Mutationc.508N>Ap.Glu170Lysp.E170KP15882protein_codingtolerated(0.91)benign(0)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
CHN1SNVMissense_Mutationc.1072G>Ap.Asp358Asnp.D358NP15882protein_codingdeleterious(0.02)possibly_damaging(0.88)TCGA-EK-A2RC-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CHN1SNVMissense_Mutationc.685N>Ap.Leu229Ilep.L229IP15882protein_codingtolerated(0.09)probably_damaging(0.98)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CHN1SNVMissense_Mutationrs373546784c.820N>Ap.Val274Metp.V274MP15882protein_codingdeleterious(0)probably_damaging(0.986)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CHN1SNVMissense_Mutationc.634N>Gp.Thr212Alap.T212AP15882protein_codingdeleterious(0.04)possibly_damaging(0.467)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
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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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