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: CHP2

Gene summary for CHP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHP2

Gene ID

63928

Gene namecalcineurin like EF-hand protein 2
Gene AliasCHP2
Cytomap16p12.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O43745


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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
63928CHP2HTA11_2487_2000001011HumanColorectumSER2.75e-168.51e-01-0.1808
63928CHP2HTA11_78_2000001011HumanColorectumAD3.19e-056.76e-01-0.1088
63928CHP2HTA11_347_2000001011HumanColorectumAD6.40e-561.55e+00-0.1954
63928CHP2HTA11_411_2000001011HumanColorectumSER4.60e-039.77e-01-0.2602
63928CHP2HTA11_2112_2000001011HumanColorectumSER2.54e-027.04e-01-0.2196
63928CHP2HTA11_3361_2000001011HumanColorectumAD3.50e-076.76e-01-0.1207
63928CHP2HTA11_83_2000001011HumanColorectumSER4.87e-231.38e+00-0.1526
63928CHP2HTA11_696_2000001011HumanColorectumAD2.38e-198.65e-01-0.1464
63928CHP2HTA11_866_2000001011HumanColorectumAD6.63e-045.16e-01-0.1001
63928CHP2HTA11_1391_2000001011HumanColorectumAD5.57e-188.21e-01-0.059
63928CHP2HTA11_2992_2000001011HumanColorectumSER4.25e-121.24e+00-0.1706
63928CHP2HTA11_5212_2000001011HumanColorectumAD3.06e-231.45e+00-0.2061
63928CHP2HTA11_5216_2000001011HumanColorectumSER3.37e-141.63e+00-0.1462
63928CHP2HTA11_9341_2000001011HumanColorectumSER1.50e-026.09e-01-0.00410000000000005
63928CHP2HTA11_7862_2000001011HumanColorectumAD4.61e-109.14e-01-0.0179
63928CHP2HTA11_7663_2000001011HumanColorectumSER2.53e-025.98e-010.0131
63928CHP2HTA11_10623_2000001011HumanColorectumAD7.24e-121.02e+00-0.0177
63928CHP2HTA11_6801_2000001011HumanColorectumSER4.76e-081.18e+000.0171
63928CHP2HTA11_7696_3000711011HumanColorectumAD6.76e-03-1.94e-010.0674
63928CHP2HTA11_7469_2000001011HumanColorectumAD2.02e-091.35e+00-0.0124
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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:00512224ColorectumFAPpositive regulation of protein transport78/2622303/187233.79e-083.23e-0678
GO:00069134ColorectumFAPnucleocytoplasmic transport77/2622301/187236.15e-084.54e-0677
GO:00511694ColorectumFAPnuclear transport77/2622301/187236.15e-084.54e-0677
GO:00725944ColorectumFAPestablishment of protein localization to organelle96/2622422/187236.63e-073.20e-0596
GO:00163113ColorectumFAPdephosphorylation95/2622417/187237.07e-073.32e-0595
GO:00323884ColorectumFAPpositive regulation of intracellular transport53/2622202/187232.99e-061.10e-0453
GO:00468224ColorectumFAPregulation of nucleocytoplasmic transport32/2622106/187231.30e-053.53e-0432
GO:00903164ColorectumFAPpositive regulation of intracellular protein transport43/2622160/187231.30e-053.53e-0443
GO:00353034ColorectumFAPregulation of dephosphorylation36/2622128/187232.22e-055.28e-0436
GO:00323864ColorectumFAPregulation of intracellular transport75/2622337/187232.38e-055.60e-0475
GO:00331574ColorectumFAPregulation of intracellular protein transport55/2622229/187233.20e-057.20e-0455
GO:00345044ColorectumFAPprotein localization to nucleus66/2622290/187233.47e-057.64e-0466
GO:19001804ColorectumFAPregulation of protein localization to nucleus36/2622136/187238.95e-051.58e-0336
GO:00468244ColorectumFAPpositive regulation of nucleocytoplasmic transport20/262262/187231.95e-042.83e-0320
GO:00511704ColorectumFAPimport into nucleus39/2622159/187232.68e-043.64e-0339
GO:00066064ColorectumFAPprotein import into nucleus38/2622155/187233.23e-044.15e-0338
GO:00170384ColorectumFAPprotein import47/2622206/187234.10e-044.94e-0347
GO:19001824ColorectumFAPpositive regulation of protein localization to nucleus24/262287/187236.65e-047.22e-0324
GO:00109214ColorectumFAPregulation of phosphatase activity22/262284/187232.27e-031.84e-0222
GO:0048016ColorectumFAPinositol phosphate-mediated signaling16/262255/187232.78e-032.15e-0216
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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
CHP2SNVMissense_Mutationrs138042112c.523N>Ap.Val175Metp.V175MO43745protein_codingtolerated(0.08)benign(0)TCGA-A1-A0SG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
CHP2SNVMissense_Mutationnovelc.326N>Cp.Leu109Prop.L109PO43745protein_codingdeleterious(0.04)benign(0.071)TCGA-AC-A62V-01Breastbreast invasive carcinomaMale<65III/IVTargeted Molecular therapydenosumabPD
CHP2SNVMissense_Mutationnovelc.462G>Tp.Glu154Aspp.E154DO43745protein_codingtolerated(0.45)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CHP2SNVMissense_Mutationrs773423633c.475N>Tp.Arg159Cysp.R159CO43745protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CHP2SNVMissense_Mutationc.479N>Tp.Thr160Metp.T160MO43745protein_codingdeleterious(0)probably_damaging(0.981)TCGA-D5-6537-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownPD
CHP2SNVMissense_Mutationnovelc.289G>Tp.Asp97Tyrp.D97YO43745protein_codingdeleterious(0.05)benign(0.003)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CHP2SNVMissense_Mutationrs756892483c.512N>Tp.Ala171Valp.A171VO43745protein_codingtolerated(0.28)benign(0.027)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CHP2SNVMissense_Mutationnovelc.344A>Cp.Lys115Thrp.K115TO43745protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
CHP2SNVMissense_Mutationrs368850634c.289N>Ap.Asp97Asnp.D97NO43745protein_codingtolerated(0.32)benign(0.013)TCGA-AX-A06D-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycarboplatinPD
CHP2SNVMissense_Mutationrs751008002c.578N>Ap.Arg193Glnp.R193QO43745protein_codingdeleterious(0.02)benign(0.34)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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