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: CLCA1

Gene summary for CLCA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CLCA1

Gene ID

1179

Gene namechloride channel accessory 1
Gene AliasCACC
Cytomap1p22.3
Gene Typeprotein-coding
GO ID

GO:0001666

UniProtAcc

A8K7I4


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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
1179CLCA1HTA11_3410_2000001011HumanColorectumAD2.43e-071.98e-010.0155
1179CLCA1HTA11_1938_2000001011HumanColorectumAD9.24e-092.69e+00-0.0811
1179CLCA1HTA11_78_2000001011HumanColorectumAD2.47e-203.52e+00-0.1088
1179CLCA1HTA11_3361_2000001011HumanColorectumAD7.55e-262.48e+00-0.1207
1179CLCA1HTA11_83_2000001011HumanColorectumSER2.56e-071.86e+00-0.1526
1179CLCA1HTA11_696_2000001011HumanColorectumAD7.58e-763.38e+00-0.1464
1179CLCA1HTA11_866_2000001011HumanColorectumAD8.71e-453.23e+00-0.1001
1179CLCA1HTA11_1391_2000001011HumanColorectumAD1.85e-242.74e+00-0.059
1179CLCA1HTA11_5216_2000001011HumanColorectumSER2.09e-051.92e+00-0.1462
1179CLCA1HTA11_546_2000001011HumanColorectumAD3.98e-072.71e+00-0.0842
1179CLCA1HTA11_866_3004761011HumanColorectumAD2.68e-439.19e-010.096
1179CLCA1HTA11_7663_2000001011HumanColorectumSER3.29e-024.28e-010.0131
1179CLCA1HTA11_6801_2000001011HumanColorectumSER5.37e-055.49e-010.0171
1179CLCA1HTA11_10711_2000001011HumanColorectumAD3.98e-096.31e-010.0338
1179CLCA1HTA11_7696_3000711011HumanColorectumAD9.25e-204.81e-010.0674
1179CLCA1HTA11_6818_2000001011HumanColorectumAD6.29e-076.13e-010.0112
1179CLCA1HTA11_99999970781_79442HumanColorectumMSS4.61e-124.51e-010.294
1179CLCA1HTA11_99999965104_69814HumanColorectumMSS2.63e-174.44e-010.281
1179CLCA1A002-C-010HumanColorectumFAP2.13e-349.08e-010.242
1179CLCA1A002-C-201HumanColorectumFAP8.54e-054.23e-010.0324
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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
GO:0070482ColorectumADresponse to oxygen levels99/3918347/187234.29e-044.82e-0399
GO:0071453ColorectumADcellular response to oxygen levels55/3918177/187239.48e-048.96e-0355
GO:0001666ColorectumADresponse to hypoxia86/3918307/187231.77e-031.46e-0286
GO:0036293ColorectumADresponse to decreased oxygen levels88/3918322/187233.42e-032.49e-0288
GO:0015698ColorectumADinorganic anion transport52/3918180/187236.83e-034.22e-0252
GO:00704821ColorectumSERresponse to oxygen levels79/2897347/187231.99e-043.64e-0379
GO:00016661ColorectumSERresponse to hypoxia69/2897307/187237.07e-049.39e-0369
GO:00362931ColorectumSERresponse to decreased oxygen levels71/2897322/187231.04e-031.22e-0271
GO:00714531ColorectumSERcellular response to oxygen levels41/2897177/187234.48e-033.56e-0241
GO:00704822ColorectumMSSresponse to oxygen levels85/3467347/187233.08e-032.34e-0285
GO:00714532ColorectumMSScellular response to oxygen levels47/3467177/187235.13e-033.52e-0247
GO:00016662ColorectumMSSresponse to hypoxia75/3467307/187235.56e-033.78e-0275
GO:00704823ColorectumFAPresponse to oxygen levels77/2622347/187232.08e-055.05e-0477
GO:00714533ColorectumFAPcellular response to oxygen levels45/2622177/187233.77e-058.13e-0445
GO:00016663ColorectumFAPresponse to hypoxia68/2622307/187236.53e-051.25e-0368
GO:00362932ColorectumFAPresponse to decreased oxygen levels70/2622322/187239.49e-051.61e-0370
GO:0036294ColorectumFAPcellular response to decreased oxygen levels39/2622161/187233.52e-044.47e-0339
GO:0071456ColorectumFAPcellular response to hypoxia37/2622151/187233.88e-044.75e-0337
GO:00156981ColorectumFAPinorganic anion transport38/2622180/187235.73e-033.67e-0238
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04972ColorectumADPancreatic secretion36/2092102/84651.06e-023.98e-022.54e-0236
hsa049721ColorectumADPancreatic secretion36/2092102/84651.06e-023.98e-022.54e-0236
hsa049722ColorectumSERPancreatic secretion30/1580102/84655.41e-033.28e-022.38e-0230
hsa049723ColorectumSERPancreatic secretion30/1580102/84655.41e-033.28e-022.38e-0230
hsa049724ColorectumMSSPancreatic secretion33/1875102/84651.09e-023.75e-022.30e-0233
hsa049725ColorectumMSSPancreatic secretion33/1875102/84651.09e-023.75e-022.30e-0233
hsa049726ColorectumFAPPancreatic secretion34/1404102/84652.43e-052.78e-041.69e-0434
hsa049727ColorectumFAPPancreatic secretion34/1404102/84652.43e-052.78e-041.69e-0434
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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
CLCA1SNVMissense_Mutationrs146316532c.1844N>Ap.Arg615Hisp.R615HA8K7I4protein_codingtolerated(0.17)benign(0.014)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CLCA1SNVMissense_Mutationnovelc.1107N>Gp.Asp369Glup.D369EA8K7I4protein_codingtolerated(0.71)benign(0.02)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
CLCA1SNVMissense_Mutationnovelc.964N>Tp.Arg322Cysp.R322CA8K7I4protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AR-A5QQ-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycarboplatinPD
CLCA1SNVMissense_Mutationrs368950561c.2081N>Ap.Gly694Glup.G694EA8K7I4protein_codingtolerated(0.25)benign(0.356)TCGA-B6-A0IH-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
CLCA1SNVMissense_Mutationc.1675G>Tp.Ala559Serp.A559SA8K7I4protein_codingdeleterious(0)probably_damaging(0.974)TCGA-EW-A1P4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
CLCA1deletionFrame_Shift_Delc.798delAp.Lys266AsnfsTer10p.K266Nfs*10A8K7I4protein_codingTCGA-A2-A0D2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CLCA1insertionNonsense_Mutationnovelc.2740_2741insAGTTAACGCAGCCAGACGGAGAGTGATACCp.Ala914delinsGluLeuThrGlnProAspGlyGluTerTyrProp.A914delinsELTQPDGE*YPA8K7I4protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
CLCA1insertionFrame_Shift_Insnovelc.2300_2301insACCTGAAATTAATAAGGATGATGTTCAACACAAGCAAGTGTGTTp.Ser767ArgfsTer20p.S767Rfs*20A8K7I4protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
CLCA1deletionFrame_Shift_Delnovelc.2089delTp.Tyr697ThrfsTer63p.Y697Tfs*63A8K7I4protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CLCA1deletionFrame_Shift_Delnovelc.1420delGp.Ala474ProfsTer21p.A474Pfs*21A8K7I4protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
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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
1179CLCA1DRUGGABLE GENOMETALNIFLUMATETALNIFLUMATE
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