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: KDELR3

Gene summary for KDELR3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KDELR3

Gene ID

11015

Gene nameKDEL endoplasmic reticulum protein retention receptor 3
Gene AliasERD2L3
Cytomap22q13.1
Gene Typeprotein-coding
GO ID

GO:0006621

UniProtAcc

A0A024R1R0


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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
11015KDELR3LZE4THumanEsophagusESCC9.20e-042.10e-010.0811
11015KDELR3LZE6THumanEsophagusESCC8.24e-073.65e-010.0845
11015KDELR3P2T-EHumanEsophagusESCC4.65e-129.26e-020.1177
11015KDELR3P4T-EHumanEsophagusESCC1.28e-195.73e-010.1323
11015KDELR3P5T-EHumanEsophagusESCC9.94e-083.14e-010.1327
11015KDELR3P8T-EHumanEsophagusESCC7.13e-071.63e-010.0889
11015KDELR3P9T-EHumanEsophagusESCC1.47e-094.26e-010.1131
11015KDELR3P10T-EHumanEsophagusESCC1.99e-275.87e-010.116
11015KDELR3P11T-EHumanEsophagusESCC2.96e-115.30e-010.1426
11015KDELR3P12T-EHumanEsophagusESCC2.51e-153.13e-010.1122
11015KDELR3P15T-EHumanEsophagusESCC1.06e-062.99e-010.1149
11015KDELR3P16T-EHumanEsophagusESCC3.30e-194.77e-010.1153
11015KDELR3P17T-EHumanEsophagusESCC1.96e-043.70e-010.1278
11015KDELR3P19T-EHumanEsophagusESCC1.34e-058.88e-010.1662
11015KDELR3P20T-EHumanEsophagusESCC4.35e-051.71e-010.1124
11015KDELR3P21T-EHumanEsophagusESCC1.45e-591.24e+000.1617
11015KDELR3P22T-EHumanEsophagusESCC2.12e-194.70e-010.1236
11015KDELR3P23T-EHumanEsophagusESCC1.11e-185.34e-010.108
11015KDELR3P24T-EHumanEsophagusESCC4.60e-104.07e-010.1287
11015KDELR3P26T-EHumanEsophagusESCC9.79e-133.45e-010.1276
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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:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:000688815EsophagusESCCendoplasmic reticulum to Golgi vesicle-mediated transport102/8552130/187231.73e-149.22e-13102
GO:000689017EsophagusESCCretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum46/855252/187231.23e-103.66e-0946
GO:0045185111EsophagusESCCmaintenance of protein location71/855294/187233.41e-097.24e-0871
GO:0051235110EsophagusESCCmaintenance of location200/8552327/187231.01e-082.02e-07200
GO:0032507110EsophagusESCCmaintenance of protein location in cell52/855265/187231.41e-082.77e-0752
GO:007259517EsophagusESCCmaintenance of protein localization in organelle36/855242/187238.46e-081.44e-0636
GO:007097218EsophagusESCCprotein localization to endoplasmic reticulum52/855274/187231.58e-051.42e-0452
GO:0051651111EsophagusESCCmaintenance of location in cell126/8552214/187236.57e-055.00e-04126
GO:00354377EsophagusESCCmaintenance of protein localization in endoplasmic reticulum11/855214/187231.30e-024.27e-0211
GO:004819311LiverCirrhoticGolgi vesicle transport153/4634296/187231.02e-236.43e-21153
GO:000688811LiverCirrhoticendoplasmic reticulum to Golgi vesicle-mediated transport77/4634130/187235.78e-177.56e-1577
GO:00709724LiverCirrhoticprotein localization to endoplasmic reticulum45/463474/187234.79e-112.73e-0945
GO:00451857LiverCirrhoticmaintenance of protein location46/463494/187233.31e-077.90e-0646
GO:00325074LiverCirrhoticmaintenance of protein location in cell35/463465/187234.60e-071.05e-0535
GO:00068905LiverCirrhoticretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum29/463452/187231.69e-063.22e-0529
GO:005123511LiverCirrhoticmaintenance of location117/4634327/187234.78e-067.86e-05117
GO:00516517LiverCirrhoticmaintenance of location in cell76/4634214/187232.66e-042.37e-0376
GO:00725953LiverCirrhoticmaintenance of protein localization in organelle21/463442/187233.57e-043.03e-0321
GO:0035437LiverCirrhoticmaintenance of protein localization in endoplasmic reticulum9/463414/187231.99e-031.23e-029
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0511028EsophagusESCCVibrio cholerae infection34/420550/84656.62e-031.62e-028.30e-0334
hsa05110112EsophagusESCCVibrio cholerae infection34/420550/84656.62e-031.62e-028.30e-0334
hsa0511021LiverHCCVibrio cholerae infection35/402050/84651.04e-033.87e-032.15e-0335
hsa0511031LiverHCCVibrio cholerae infection35/402050/84651.04e-033.87e-032.15e-0335
hsa0511026Oral cavityOSCCVibrio cholerae infection32/370450/84653.05e-037.74e-033.94e-0332
hsa05110111Oral cavityOSCCVibrio cholerae infection32/370450/84653.05e-037.74e-033.94e-0332
hsa0511027Oral cavityLPVibrio cholerae infection25/241850/84651.07e-034.90e-033.16e-0325
hsa0511036Oral cavityLPVibrio cholerae infection25/241850/84651.07e-034.90e-033.16e-0325
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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
KDELR3SNVMissense_Mutationc.295N>Gp.Leu99Valp.L99VO43731protein_codingtolerated(0.86)benign(0.018)TCGA-A1-A0SH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
KDELR3SNVMissense_Mutationnovelc.349G>Cp.Glu117Glnp.E117QO43731protein_codingtolerated(0.06)possibly_damaging(0.596)TCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KDELR3SNVMissense_Mutationc.517N>Ap.Glu173Lysp.E173KO43731protein_codingdeleterious(0.01)possibly_damaging(0.593)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
KDELR3SNVMissense_Mutationc.202N>Gp.Leu68Valp.L68VO43731protein_codingdeleterious(0.02)benign(0.121)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KDELR3SNVMissense_Mutationc.265N>Ap.Glu89Lysp.E89KO43731protein_codingtolerated(0.17)benign(0.01)TCGA-VS-A8Q8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
KDELR3SNVMissense_Mutationc.6N>Ap.Asn2Lysp.N2KO43731protein_codingdeleterious(0)probably_damaging(0.979)TCGA-DC-4745-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
KDELR3SNVMissense_Mutationc.48N>Tp.Met16Ilep.M16IO43731protein_codingtolerated(1)benign(0)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
KDELR3SNVMissense_Mutationnovelc.251N>Cp.Lys84Thrp.K84TO43731protein_codingtolerated(0.34)benign(0.059)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
KDELR3deletionFrame_Shift_Delrs567165767c.332_333delNNp.Tyr111Terp.Y111*O43731protein_codingTCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
KDELR3SNVMissense_Mutationc.563N>Tp.Thr188Ilep.T188IO43731protein_codingdeleterious(0)possibly_damaging(0.82)TCGA-AP-A051-01Endometriumuterine 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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