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: CHORDC1

Gene summary for CHORDC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHORDC1

Gene ID

26973

Gene namecysteine and histidine rich domain containing 1
Gene AliasCHP1
Cytomap11q14.3
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q9UHD1


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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
26973CHORDC1LZE4THumanEsophagusESCC4.72e-178.61e-010.0811
26973CHORDC1LZE7THumanEsophagusESCC1.22e-06-3.75e-020.0667
26973CHORDC1LZE8THumanEsophagusESCC2.57e-031.97e-010.067
26973CHORDC1LZE20THumanEsophagusESCC1.33e-034.11e-020.0662
26973CHORDC1LZE22D1HumanEsophagusHGIN2.44e-03-1.85e-010.0595
26973CHORDC1LZE24THumanEsophagusESCC5.57e-084.33e-010.0596
26973CHORDC1P1T-EHumanEsophagusESCC4.06e-115.87e-020.0875
26973CHORDC1P2T-EHumanEsophagusESCC1.47e-175.15e-010.1177
26973CHORDC1P4T-EHumanEsophagusESCC1.03e-441.56e+000.1323
26973CHORDC1P5T-EHumanEsophagusESCC6.85e-541.21e+000.1327
26973CHORDC1P8T-EHumanEsophagusESCC5.93e-21-5.66e-020.0889
26973CHORDC1P9T-EHumanEsophagusESCC2.37e-174.91e-010.1131
26973CHORDC1P10T-EHumanEsophagusESCC3.91e-181.71e-010.116
26973CHORDC1P11T-EHumanEsophagusESCC1.88e-201.43e+000.1426
26973CHORDC1P12T-EHumanEsophagusESCC1.12e-381.03e+000.1122
26973CHORDC1P15T-EHumanEsophagusESCC3.13e-237.87e-010.1149
26973CHORDC1P16T-EHumanEsophagusESCC3.10e-256.80e-010.1153
26973CHORDC1P17T-EHumanEsophagusESCC7.12e-077.28e-010.1278
26973CHORDC1P19T-EHumanEsophagusESCC6.19e-058.62e-010.1662
26973CHORDC1P20T-EHumanEsophagusESCC1.78e-184.36e-010.1124
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:000645720EsophagusHGINprotein folding75/2587212/187231.61e-153.86e-1375
GO:003460520EsophagusHGINcellular response to heat30/258769/187231.78e-091.35e-0730
GO:006107720EsophagusHGINchaperone-mediated protein folding27/258767/187237.99e-084.20e-0627
GO:000940819EsophagusHGINresponse to heat34/2587110/187232.94e-061.01e-0434
GO:004593626EsophagusHGINnegative regulation of phosphate metabolic process89/2587441/187231.24e-042.54e-0389
GO:001056326EsophagusHGINnegative regulation of phosphorus metabolic process89/2587442/187231.34e-042.71e-0389
GO:004232620EsophagusHGINnegative regulation of phosphorylation78/2587385/187232.77e-044.77e-0378
GO:000926618EsophagusHGINresponse to temperature stimulus42/2587178/187232.91e-044.98e-0342
GO:000193320EsophagusHGINnegative regulation of protein phosphorylation69/2587342/187236.81e-049.26e-0369
GO:005134827EsophagusHGINnegative regulation of transferase activity55/2587268/187231.51e-031.74e-0255
GO:19000344EsophagusHGINregulation of cellular response to heat7/258717/187235.21e-034.30e-027
GO:0006457110EsophagusESCCprotein folding163/8552212/187231.13e-201.74e-18163
GO:0010563111EsophagusESCCnegative regulation of phosphorus metabolic process274/8552442/187232.32e-129.41e-11274
GO:0045936111EsophagusESCCnegative regulation of phosphate metabolic process273/8552441/187233.18e-121.25e-10273
GO:0051348111EsophagusESCCnegative regulation of transferase activity177/8552268/187231.08e-114.00e-10177
GO:007190016EsophagusESCCregulation of protein serine/threonine kinase activity227/8552359/187231.12e-114.10e-10227
GO:0061077110EsophagusESCCchaperone-mediated protein folding56/855267/187231.52e-104.36e-0956
GO:0042326111EsophagusESCCnegative regulation of phosphorylation237/8552385/187231.86e-105.33e-09237
GO:0001933111EsophagusESCCnegative regulation of protein phosphorylation213/8552342/187233.54e-109.76e-09213
GO:003367319EsophagusESCCnegative regulation of kinase activity154/8552237/187231.38e-093.27e-08154
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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
CHORDC1SNVMissense_Mutationc.418N>Ap.Glu140Lysp.E140KQ9UHD1protein_codingtolerated(0.2)benign(0.001)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
CHORDC1SNVMissense_Mutationc.49G>Cp.Glu17Glnp.E17QQ9UHD1protein_codingtolerated(0.14)benign(0.062)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CHORDC1SNVMissense_Mutationnovelc.859G>Ap.Asp287Asnp.D287NQ9UHD1protein_codingtolerated(0.21)possibly_damaging(0.649)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
CHORDC1SNVMissense_Mutationc.567N>Ap.Met189Ilep.M189IQ9UHD1protein_codingdeleterious(0.01)possibly_damaging(0.908)TCGA-BH-A1FC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CHORDC1SNVMissense_Mutationc.391N>Ap.Asp131Asnp.D131NQ9UHD1protein_codingdeleterious(0.02)benign(0.187)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CHORDC1deletionFrame_Shift_Delnovelc.366delNp.Ser123LeufsTer4p.S123Lfs*4Q9UHD1protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CHORDC1SNVMissense_Mutationc.567N>Ap.Met189Ilep.M189IQ9UHD1protein_codingdeleterious(0.01)possibly_damaging(0.908)TCGA-ZJ-AAXN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CHORDC1SNVMissense_Mutationnovelc.355N>Ap.Glu119Lysp.E119KQ9UHD1protein_codingtolerated(0.33)benign(0.001)TCGA-ZJ-AAXT-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CHORDC1SNVMissense_Mutationnovelc.950T>Cp.Leu317Prop.L317PQ9UHD1protein_codingtolerated(0.12)possibly_damaging(0.707)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CHORDC1SNVMissense_Mutationc.265A>Gp.Lys89Glup.K89EQ9UHD1protein_codingdeleterious(0.01)possibly_damaging(0.449)TCGA-AF-2690-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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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