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: CHID1

Gene summary for CHID1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHID1

Gene ID

66005

Gene namechitinase domain containing 1
Gene AliasGL008
Cytomap11p15.5
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q9BWS9


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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
66005CHID1HTA11_1938_2000001011HumanColorectumAD4.87e-044.05e-01-0.0811
66005CHID1HTA11_347_2000001011HumanColorectumAD3.98e-052.74e-01-0.1954
66005CHID1HTA11_83_2000001011HumanColorectumSER3.36e-033.66e-01-0.1526
66005CHID1HTA11_696_2000001011HumanColorectumAD3.14e-073.68e-01-0.1464
66005CHID1HTA11_1391_2000001011HumanColorectumAD3.50e-084.37e-01-0.059
66005CHID1HTA11_5216_2000001011HumanColorectumSER2.83e-024.41e-01-0.1462
66005CHID1HTA11_866_3004761011HumanColorectumAD1.13e-033.18e-010.096
66005CHID1HTA11_4255_2000001011HumanColorectumSER5.40e-035.09e-010.0446
66005CHID1HTA11_8622_2000001021HumanColorectumSER3.60e-034.05e-010.0528
66005CHID1HTA11_7663_2000001011HumanColorectumSER8.18e-044.84e-010.0131
66005CHID1HTA11_10711_2000001011HumanColorectumAD5.17e-043.47e-010.0338
66005CHID1HTA11_7696_3000711011HumanColorectumAD5.28e-124.33e-010.0674
66005CHID1HTA11_6818_2000001021HumanColorectumAD1.75e-022.34e-010.0588
66005CHID1HTA11_99999970781_79442HumanColorectumMSS4.90e-083.41e-010.294
66005CHID1HTA11_99999965104_69814HumanColorectumMSS2.66e-022.87e-010.281
66005CHID1HTA11_99999971662_82457HumanColorectumMSS1.49e-298.43e-010.3859
66005CHID1HTA11_99999973899_84307HumanColorectumMSS3.38e-034.42e-010.2585
66005CHID1HTA11_99999974143_84620HumanColorectumMSS2.47e-052.95e-010.3005
66005CHID1LZE4THumanEsophagusESCC4.86e-111.54e-010.0811
66005CHID1LZE8THumanEsophagusESCC3.35e-144.27e-010.067
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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
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
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
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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
CHID1SNVMissense_Mutationc.632N>Cp.Phe211Serp.F211SQ9BWS9protein_codingdeleterious(0)probably_damaging(1)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CHID1SNVMissense_Mutationrs758172690c.950N>Ap.Arg317Glnp.R317QQ9BWS9protein_codingdeleterious(0)possibly_damaging(0.738)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CHID1SNVMissense_Mutationnovelc.698N>Cp.Met233Thrp.M233TQ9BWS9protein_codingdeleterious(0.04)benign(0.224)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
CHID1SNVMissense_Mutationrs376582815c.88N>Ap.Ala30Thrp.A30TQ9BWS9protein_codingtolerated_low_confidence(0.06)benign(0.261)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CHID1SNVMissense_Mutationnovelc.619A>Gp.Lys207Glup.K207EQ9BWS9protein_codingdeleterious(0)benign(0.117)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
CHID1SNVMissense_Mutationnovelc.988N>Ap.Asp330Asnp.D330NQ9BWS9protein_codingdeleterious(0.01)possibly_damaging(0.491)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CHID1SNVMissense_Mutationrs143153872c.400N>Ap.Val134Ilep.V134IQ9BWS9protein_codingdeleterious(0)probably_damaging(0.943)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
CHID1SNVMissense_Mutationnovelc.634N>Ap.Asp212Asnp.D212NQ9BWS9protein_codingtolerated(0.07)possibly_damaging(0.452)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CHID1SNVMissense_Mutationnovelc.965N>Cp.Leu322Prop.L322PQ9BWS9protein_codingdeleterious(0)probably_damaging(0.927)TCGA-AJ-A23O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CHID1SNVMissense_Mutationnovelc.1219N>Ap.Leu407Metp.L407MQ9BWS9protein_codingdeleterious(0.03)probably_damaging(0.995)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
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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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