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: CHERP

Gene summary for CHERP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHERP

Gene ID

10523

Gene namecalcium homeostasis endoplasmic reticulum protein
Gene AliasDAN16
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8IWX8


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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
10523CHERPP20T-EHumanEsophagusESCC2.32e-122.91e-010.1124
10523CHERPP21T-EHumanEsophagusESCC3.19e-213.27e-010.1617
10523CHERPP22T-EHumanEsophagusESCC1.83e-181.72e-010.1236
10523CHERPP23T-EHumanEsophagusESCC5.24e-296.07e-010.108
10523CHERPP24T-EHumanEsophagusESCC8.22e-172.77e-010.1287
10523CHERPP26T-EHumanEsophagusESCC6.58e-314.73e-010.1276
10523CHERPP27T-EHumanEsophagusESCC1.11e-274.08e-010.1055
10523CHERPP28T-EHumanEsophagusESCC5.76e-477.04e-010.1149
10523CHERPP30T-EHumanEsophagusESCC6.42e-145.83e-010.137
10523CHERPP31T-EHumanEsophagusESCC9.16e-202.84e-010.1251
10523CHERPP32T-EHumanEsophagusESCC4.76e-223.41e-010.1666
10523CHERPP36T-EHumanEsophagusESCC7.35e-215.06e-010.1187
10523CHERPP37T-EHumanEsophagusESCC2.53e-162.73e-010.1371
10523CHERPP38T-EHumanEsophagusESCC5.15e-051.37e-010.127
10523CHERPP39T-EHumanEsophagusESCC5.23e-182.80e-010.0894
10523CHERPP40T-EHumanEsophagusESCC4.57e-133.31e-010.109
10523CHERPP42T-EHumanEsophagusESCC1.15e-173.85e-010.1175
10523CHERPP44T-EHumanEsophagusESCC1.63e-118.92e-020.1096
10523CHERPP47T-EHumanEsophagusESCC9.96e-242.19e-010.1067
10523CHERPP48T-EHumanEsophagusESCC2.32e-192.67e-010.0959
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:0051235110EsophagusESCCmaintenance of location200/8552327/187231.01e-082.02e-07200
GO:0051651111EsophagusESCCmaintenance of location in cell126/8552214/187236.57e-055.00e-04126
GO:005123521LiverHCCmaintenance of location185/7958327/187231.70e-073.12e-06185
GO:005165112LiverHCCmaintenance of location in cell119/7958214/187237.11e-056.39e-04119
GO:005123518Oral cavityOSCCmaintenance of location182/7305327/187236.16e-101.58e-08182
GO:005165120Oral cavityOSCCmaintenance of location in cell121/7305214/187231.39e-072.32e-06121
GO:00331733Oral cavityOSCCcalcineurin-NFAT signaling cascade26/730543/187233.55e-031.49e-0226
GO:00480164Oral cavityOSCCinositol phosphate-mediated signaling30/730555/187231.39e-024.59e-0230
GO:00708843Oral cavityOSCCregulation of calcineurin-NFAT signaling cascade20/730534/187231.51e-024.91e-0220
GO:0050850Oral cavityOSCCpositive regulation of calcium-mediated signaling19/730532/187231.56e-025.00e-0219
GO:0051235112ThyroidPTCmaintenance of location148/5968327/187232.30e-074.07e-06148
GO:0051651113ThyroidPTCmaintenance of location in cell100/5968214/187233.65e-064.67e-05100
GO:005123532ThyroidATCmaintenance of location152/6293327/187237.84e-071.04e-05152
GO:005165133ThyroidATCmaintenance of location in cell105/6293214/187231.92e-062.31e-05105
GO:00508483ThyroidATCregulation of calcium-mediated signaling36/629373/187233.91e-031.70e-0236
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0304027EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
hsa0304037EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
hsa0304022LiverHCCSpliceosome122/4020217/84655.55e-031.60e-028.91e-03122
hsa0304032LiverHCCSpliceosome122/4020217/84655.55e-031.60e-028.91e-03122
hsa0304016Oral cavityOSCCSpliceosome123/3704217/84657.21e-052.74e-041.40e-04123
hsa0304017Oral cavityOSCCSpliceosome123/3704217/84657.21e-052.74e-041.40e-04123
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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
CHERPSNVMissense_Mutationrs201274229c.2626G>Ap.Val876Ilep.V876IQ8IWX8protein_codingtolerated(0.37)benign(0)TCGA-BH-A8G0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
CHERPSNVMissense_Mutationc.2193G>Cp.Lys731Asnp.K731NQ8IWX8protein_codingtolerated(0.2)probably_damaging(0.981)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
CHERPSNVMissense_Mutationnovelc.91G>Cp.Glu31Glnp.E31QQ8IWX8protein_codingdeleterious(0)probably_damaging(0.992)TCGA-OL-A5DA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CHERPinsertionFrame_Shift_Insnovelc.925_926insACCTTTTAATTAGATACAGTAAAGAp.Ala309AspfsTer50p.A309Dfs*50Q8IWX8protein_codingTCGA-AO-A0J5-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonatezoledronicPD
CHERPdeletionFrame_Shift_Delnovelc.751delGp.Ala251ProfsTer404p.A251Pfs*404Q8IWX8protein_codingTCGA-E9-A3HO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
CHERPSNVMissense_Mutationrs751451818c.2432N>Ap.Arg811Hisp.R811HQ8IWX8protein_codingtolerated(0.2)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CHERPSNVMissense_Mutationc.1045N>Cp.Ala349Prop.A349PQ8IWX8protein_codingtolerated(0.19)benign(0.278)TCGA-C5-A1BM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
CHERPSNVMissense_Mutationc.1429N>Ap.Asp477Asnp.D477NQ8IWX8protein_codingtolerated_low_confidence(0.05)benign(0.052)TCGA-LP-A4AU-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
CHERPSNVMissense_Mutationnovelc.2402N>Ap.Arg801Glnp.R801QQ8IWX8protein_codingtolerated(0.06)possibly_damaging(0.885)TCGA-VS-A9V4-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
CHERPinsertionFrame_Shift_Insnovelc.62_63insAGAAAGAGp.Phe22GlufsTer15p.F22Efs*15Q8IWX8protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
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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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