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: CNIH1

Gene summary for CNIH1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CNIH1

Gene ID

10175

Gene namecornichon family AMPA receptor auxiliary protein 1
Gene AliasCNIH
Cytomap14q22.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

B2R4P1


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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
10175CNIH1HTA11_347_2000001011HumanColorectumAD4.75e-032.51e-01-0.1954
10175CNIH1HTA11_866_3004761011HumanColorectumAD4.90e-043.48e-010.096
10175CNIH1HTA11_99999970781_79442HumanColorectumMSS3.48e-156.56e-010.294
10175CNIH1A018-E-020HumanColorectumFAP1.39e-03-1.52e-01-0.2034
10175CNIH1LZE3DHumanEsophagusHGIN3.02e-027.70e-010.0668
10175CNIH1LZE4THumanEsophagusESCC2.01e-231.10e+000.0811
10175CNIH1LZE7THumanEsophagusESCC6.22e-052.58e-010.0667
10175CNIH1LZE21D1HumanEsophagusHGIN1.67e-054.48e-010.0632
10175CNIH1LZE24THumanEsophagusESCC5.62e-136.90e-010.0596
10175CNIH1LZE6THumanEsophagusESCC9.51e-037.36e-010.0845
10175CNIH1P2T-EHumanEsophagusESCC1.48e-206.84e-010.1177
10175CNIH1P4T-EHumanEsophagusESCC1.07e-441.59e+000.1323
10175CNIH1P5T-EHumanEsophagusESCC2.10e-291.01e+000.1327
10175CNIH1P8T-EHumanEsophagusESCC7.46e-431.13e+000.0889
10175CNIH1P9T-EHumanEsophagusESCC3.20e-137.22e-010.1131
10175CNIH1P10T-EHumanEsophagusESCC1.24e-561.30e+000.116
10175CNIH1P11T-EHumanEsophagusESCC4.29e-091.01e+000.1426
10175CNIH1P12T-EHumanEsophagusESCC6.97e-541.49e+000.1122
10175CNIH1P15T-EHumanEsophagusESCC2.60e-652.37e+000.1149
10175CNIH1P16T-EHumanEsophagusESCC8.59e-185.59e-010.1153
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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
CNIH1insertionIn_Frame_Insnovelc.281_282insCTATCAp.Val94_Met95insTyrGlnp.V94_M95insYQO95406protein_codingTCGA-A8-A079-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
CNIH1insertionNonsense_Mutationnovelc.279_280insTTTGTTGTGTTTTAAGGTTp.Val94PhefsTer5p.V94Ffs*5O95406protein_codingTCGA-A8-A079-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
CNIH1SNVMissense_Mutationc.97N>Ap.Glu33Lysp.E33KO95406protein_codingdeleterious(0.02)possibly_damaging(0.755)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
CNIH1SNVMissense_Mutationc.208N>Ap.Ala70Thrp.A70TO95406protein_codingtolerated(0.14)benign(0.023)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
CNIH1SNVMissense_Mutationc.400N>Ap.Leu134Ilep.L134IO95406protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CNIH1SNVMissense_Mutationc.208N>Ap.Ala70Thrp.A70TO95406protein_codingtolerated(0.14)benign(0.023)TCGA-G4-6320-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
CNIH1deletionFrame_Shift_Delc.394delTp.Tyr132ThrfsTer6p.Y132Tfs*6O95406protein_codingTCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CNIH1deletionFrame_Shift_Delc.394delTp.Tyr132ThrfsTer6p.Y132Tfs*6O95406protein_codingTCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CNIH1deletionFrame_Shift_Delc.394delNp.Tyr132ThrfsTer6p.Y132Tfs*6O95406protein_codingTCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CNIH1SNVMissense_Mutationc.286N>Cp.Ser96Argp.S96RO95406protein_codingdeleterious(0.02)possibly_damaging(0.88)TCGA-AP-A059-01Endometriumuterine 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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