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: CHP1

Gene summary for CHP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHP1

Gene ID

11261

Gene namecalcineurin like EF-hand protein 1
Gene AliasCHP
Cytomap15q15.1
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

A0A024R9M9


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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
11261CHP1HTA11_2487_2000001011HumanColorectumSER1.25e-141.05e+00-0.1808
11261CHP1HTA11_1938_2000001011HumanColorectumAD5.03e-231.20e+00-0.0811
11261CHP1HTA11_78_2000001011HumanColorectumAD3.63e-151.16e+00-0.1088
11261CHP1HTA11_347_2000001011HumanColorectumAD5.05e-481.51e+00-0.1954
11261CHP1HTA11_411_2000001011HumanColorectumSER1.01e-081.19e+00-0.2602
11261CHP1HTA11_2112_2000001011HumanColorectumSER5.65e-051.02e+00-0.2196
11261CHP1HTA11_3361_2000001011HumanColorectumAD1.01e-057.53e-01-0.1207
11261CHP1HTA11_83_2000001011HumanColorectumSER6.51e-201.17e+00-0.1526
11261CHP1HTA11_696_2000001011HumanColorectumAD7.53e-198.81e-01-0.1464
11261CHP1HTA11_866_2000001011HumanColorectumAD1.29e-075.82e-01-0.1001
11261CHP1HTA11_1391_2000001011HumanColorectumAD3.21e-221.24e+00-0.059
11261CHP1HTA11_2992_2000001011HumanColorectumSER1.66e-091.12e+00-0.1706
11261CHP1HTA11_5212_2000001011HumanColorectumAD5.49e-191.34e+00-0.2061
11261CHP1HTA11_5216_2000001011HumanColorectumSER2.25e-051.12e+00-0.1462
11261CHP1HTA11_7862_2000001011HumanColorectumAD4.89e-036.70e-01-0.0179
11261CHP1HTA11_6801_2000001011HumanColorectumSER4.19e-037.88e-010.0171
11261CHP1HTA11_99999970781_79442HumanColorectumMSS2.87e-044.29e-010.294
11261CHP1HTA11_99999965062_69753HumanColorectumMSI-H1.07e-031.03e+000.3487
11261CHP1F007HumanColorectumFAP1.75e-09-5.24e-010.1176
11261CHP1A001-C-207HumanColorectumFAP7.17e-07-3.74e-010.1278
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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
GO:190495122LiverHCCpositive regulation of establishment of protein localization207/7958319/187233.95e-163.29e-14207
GO:001605021LiverHCCvesicle organization194/7958300/187235.58e-153.97e-13194
GO:005116822LiverHCCnuclear export113/7958154/187236.30e-154.39e-13113
GO:005122222LiverHCCpositive regulation of protein transport194/7958303/187232.41e-141.56e-12194
GO:001703811LiverHCCprotein import140/7958206/187231.12e-136.46e-12140
GO:003139622LiverHCCregulation of protein ubiquitination142/7958210/187231.39e-137.81e-12142
GO:009015012LiverHCCestablishment of protein localization to membrane168/7958260/187234.07e-132.13e-11168
GO:004682221LiverHCCregulation of nucleocytoplasmic transport81/7958106/187231.11e-125.52e-1181
GO:001056322LiverHCCnegative regulation of phosphorus metabolic process259/7958442/187234.29e-121.92e-10259
GO:004593622LiverHCCnegative regulation of phosphate metabolic process258/7958441/187236.00e-122.60e-10258
GO:004232622LiverHCCnegative regulation of phosphorylation227/7958385/187233.98e-111.52e-09227
GO:005134822LiverHCCnegative regulation of transferase activity166/7958268/187238.97e-113.18e-09166
GO:190018012LiverHCCregulation of protein localization to nucleus95/7958136/187239.26e-113.26e-0995
GO:005165621LiverHCCestablishment of organelle localization226/7958390/187234.15e-101.34e-08226
GO:190547511LiverHCCregulation of protein localization to membrane113/7958175/187232.90e-097.78e-08113
GO:190353311LiverHCCregulation of protein targeting60/795881/187237.70e-091.94e-0760
GO:003367322LiverHCCnegative regulation of kinase activity144/7958237/187239.76e-092.45e-07144
GO:000193322LiverHCCnegative regulation of protein phosphorylation196/7958342/187231.95e-084.63e-07196
GO:005117011LiverHCCimport into nucleus102/7958159/187232.78e-086.39e-07102
GO:005165021LiverHCCestablishment of vesicle localization103/7958161/187232.94e-086.69e-07103
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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
CHP1SNVMissense_Mutationrs79101281c.466N>Ap.Ala156Thrp.A156TQ99653protein_codingtolerated(0.18)benign(0.025)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CHP1deletionFrame_Shift_Delnovelc.298delNp.Asp101MetfsTer2p.D101Mfs*2Q99653protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CHP1SNVMissense_Mutationc.73N>Tp.His25Tyrp.H25YQ99653protein_codingdeleterious(0.04)benign(0.068)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CHP1SNVMissense_Mutationnovelc.280N>Ap.Glu94Lysp.E94KQ99653protein_codingtolerated(0.58)benign(0.001)TCGA-ZJ-AAXT-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CHP1SNVMissense_Mutationrs767999244c.254G>Ap.Arg85Glnp.R85QQ99653protein_codingtolerated(0.09)benign(0.154)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
CHP1SNVMissense_Mutationrs770704424c.419G>Ap.Arg140Hisp.R140HQ99653protein_codingtolerated(0.32)benign(0.006)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
CHP1SNVMissense_Mutationnovelc.580N>Ap.Leu194Ilep.L194IQ99653protein_codingdeleterious(0.02)probably_damaging(0.966)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CHP1SNVMissense_Mutationc.329G>Ap.Ser110Asnp.S110NQ99653protein_codingtolerated(0.09)benign(0.007)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CHP1SNVMissense_Mutationnovelc.580N>Ap.Leu194Ilep.L194IQ99653protein_codingdeleterious(0.02)probably_damaging(0.966)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
CHP1SNVMissense_Mutationc.292N>Gp.Lys98Glup.K98EQ99653protein_codingtolerated(0.35)benign(0)TCGA-BS-A0UJ-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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