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: CHIC2

Gene summary for CHIC2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHIC2

Gene ID

26511

Gene namecysteine rich hydrophobic domain 2
Gene AliasBTL
Cytomap4q12
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q9UKJ5


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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
26511CHIC2AEH-subject1HumanEndometriumAEH8.26e-062.32e-01-0.3059
26511CHIC2AEH-subject5HumanEndometriumAEH1.91e-022.06e-01-0.2953
26511CHIC2GSM5276934HumanEndometriumEEC1.20e-195.13e-01-0.0913
26511CHIC2GSM5276937HumanEndometriumEEC1.30e-357.89e-01-0.0897
26511CHIC2GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.32e-04-1.58e-01-0.1869
26511CHIC2GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.72e-04-1.72e-01-0.1875
26511CHIC2GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC9.90e-07-1.40e-01-0.1883
26511CHIC2GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.43e-07-1.46e-01-0.1934
26511CHIC2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC3.79e-14-8.13e-02-0.1917
26511CHIC2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.81e-11-1.10e-01-0.1916
26511CHIC2LZE2THumanEsophagusESCC2.79e-023.65e-010.082
26511CHIC2LZE4THumanEsophagusESCC3.51e-143.50e-010.0811
26511CHIC2LZE7THumanEsophagusESCC9.30e-077.68e-010.0667
26511CHIC2LZE8THumanEsophagusESCC3.21e-119.47e-020.067
26511CHIC2LZE20THumanEsophagusESCC1.60e-111.57e-010.0662
26511CHIC2LZE22D1HumanEsophagusHGIN1.45e-02-7.96e-020.0595
26511CHIC2LZE24THumanEsophagusESCC1.20e-185.04e-010.0596
26511CHIC2LZE6THumanEsophagusESCC9.52e-04-3.83e-020.0845
26511CHIC2P2T-EHumanEsophagusESCC1.52e-397.08e-010.1177
26511CHIC2P4T-EHumanEsophagusESCC1.79e-245.65e-010.1323
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
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
CHIC2SNVMissense_Mutationc.335N>Ap.Arg112Glnp.R112QQ9UKJ5protein_codingtolerated(0.3)possibly_damaging(0.714)TCGA-BH-A204-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CHIC2SNVMissense_Mutationnovelc.38N>Cp.Asp13Alap.D13AQ9UKJ5protein_codingtolerated(0.23)probably_damaging(0.968)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CHIC2SNVMissense_Mutationrs750921405c.488N>Ap.Arg163Glnp.R163QQ9UKJ5protein_codingtolerated(0.2)benign(0.019)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CHIC2SNVMissense_Mutationc.493N>Tp.Asp165Tyrp.D165YQ9UKJ5protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CHIC2SNVMissense_Mutationc.464N>Ap.Phe155Tyrp.F155YQ9UKJ5protein_codingtolerated(0.11)benign(0.015)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
CHIC2SNVMissense_Mutationnovelc.338G>Tp.Arg113Ilep.R113IQ9UKJ5protein_codingtolerated(0.11)benign(0.029)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CHIC2SNVMissense_Mutationc.250C>Tp.Arg84Cysp.R84CQ9UKJ5protein_codingdeleterious(0)possibly_damaging(0.873)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CHIC2SNVMissense_Mutationrs772144534c.131N>Ap.Ser44Asnp.S44NQ9UKJ5protein_codingtolerated(0.31)benign(0.096)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
CHIC2SNVMissense_Mutationc.146N>Ap.Ser49Tyrp.S49YQ9UKJ5protein_codingdeleterious(0.01)possibly_damaging(0.544)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CHIC2SNVMissense_Mutationnovelc.197C>Tp.Ala66Valp.A66VQ9UKJ5protein_codingtolerated(0.14)benign(0.238)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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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