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:1903829ColorectumADpositive regulation of cellular protein localization110/3918276/187234.58e-138.44e-11110
GO:0072594ColorectumADestablishment of protein localization to organelle148/3918422/187237.95e-121.04e-09148
GO:1904951ColorectumADpositive regulation of establishment of protein localization112/3918319/187232.55e-091.80e-07112
GO:0051222ColorectumADpositive regulation of protein transport106/3918303/187238.45e-095.08e-07106
GO:0006913ColorectumADnucleocytoplasmic transport102/3918301/187231.00e-074.85e-06102
GO:0051169ColorectumADnuclear transport102/3918301/187231.00e-074.85e-06102
GO:1900180ColorectumADregulation of protein localization to nucleus55/3918136/187231.70e-077.34e-0655
GO:0090316ColorectumADpositive regulation of intracellular protein transport62/3918160/187231.82e-077.79e-0662
GO:0032388ColorectumADpositive regulation of intracellular transport74/3918202/187231.83e-077.80e-0674
GO:0032386ColorectumADregulation of intracellular transport109/3918337/187235.33e-071.95e-05109
GO:0033157ColorectumADregulation of intracellular protein transport80/3918229/187235.81e-072.09e-0580
GO:1900182ColorectumADpositive regulation of protein localization to nucleus38/391887/187231.43e-064.52e-0538
GO:0034504ColorectumADprotein localization to nucleus94/3918290/187232.83e-068.09e-0594
GO:0016311ColorectumADdephosphorylation123/3918417/187231.84e-053.82e-04123
GO:0046822ColorectumADregulation of nucleocytoplasmic transport41/3918106/187232.17e-054.33e-0441
GO:0046824ColorectumADpositive regulation of nucleocytoplasmic transport27/391862/187234.91e-058.43e-0427
GO:0035303ColorectumADregulation of dephosphorylation46/3918128/187236.20e-051.04e-0346
GO:0017038ColorectumADprotein import67/3918206/187236.34e-051.05e-0367
GO:0051170ColorectumADimport into nucleus53/3918159/187231.76e-042.38e-0353
GO:0010038ColorectumADresponse to metal ion106/3918373/187233.22e-043.83e-03106
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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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