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: RDH13

Gene summary for RDH13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RDH13

Gene ID

112724

Gene nameretinol dehydrogenase 13
Gene AliasSDR7C3
Cytomap19q13.42
Gene Typeprotein-coding
GO ID

GO:0001523

UniProtAcc

A0A024R4M8


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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
112724RDH13LZE4THumanEsophagusESCC3.20e-031.21e-010.0811
112724RDH13LZE5THumanEsophagusESCC9.84e-042.39e-010.0514
112724RDH13LZE7THumanEsophagusESCC2.32e-051.90e-010.0667
112724RDH13LZE8THumanEsophagusESCC2.39e-051.03e-010.067
112724RDH13LZE24D1HumanEsophagusHGIN1.47e-024.44e-010.054
112724RDH13LZE24THumanEsophagusESCC1.62e-103.07e-010.0596
112724RDH13LZE21THumanEsophagusESCC2.50e-042.12e-010.0655
112724RDH13P1T-EHumanEsophagusESCC7.99e-124.84e-010.0875
112724RDH13P2T-EHumanEsophagusESCC4.78e-063.37e-020.1177
112724RDH13P4T-EHumanEsophagusESCC4.87e-101.94e-010.1323
112724RDH13P5T-EHumanEsophagusESCC3.90e-193.51e-010.1327
112724RDH13P8T-EHumanEsophagusESCC1.13e-284.75e-010.0889
112724RDH13P9T-EHumanEsophagusESCC2.97e-045.97e-020.1131
112724RDH13P10T-EHumanEsophagusESCC4.57e-061.87e-010.116
112724RDH13P11T-EHumanEsophagusESCC4.78e-063.61e-010.1426
112724RDH13P12T-EHumanEsophagusESCC5.90e-081.65e-010.1122
112724RDH13P15T-EHumanEsophagusESCC4.38e-085.78e-020.1149
112724RDH13P16T-EHumanEsophagusESCC2.58e-096.81e-020.1153
112724RDH13P17T-EHumanEsophagusESCC3.25e-051.33e-010.1278
112724RDH13P20T-EHumanEsophagusESCC4.22e-233.33e-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
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
∗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:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:00060818EsophagusESCCcellular aldehyde metabolic process40/855260/187238.30e-044.28e-0340
GO:000931416Oral cavityOSCCresponse to radiation241/7305456/187239.76e-102.40e-08241
GO:00060667Oral cavityOSCCalcohol metabolic process179/7305353/187234.54e-065.21e-05179
GO:00094164Oral cavityOSCCresponse to light stimulus159/7305320/187235.98e-054.92e-04159
GO:00060817Oral cavityOSCCcellular aldehyde metabolic process36/730560/187237.94e-044.27e-0336
GO:00067203Oral cavityOSCCisoprenoid metabolic process59/7305116/187236.18e-032.33e-0259
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa012405EsophagusESCCBiosynthesis of cofactors97/4205153/84653.88e-041.35e-036.94e-0497
hsa0124012EsophagusESCCBiosynthesis of cofactors97/4205153/84653.88e-041.35e-036.94e-0497
hsa012404Oral cavityOSCCBiosynthesis of cofactors88/3704153/84653.84e-041.20e-036.12e-0488
hsa0124011Oral cavityOSCCBiosynthesis of cofactors88/3704153/84653.84e-041.20e-036.12e-0488
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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
RDH13SNVMissense_Mutationrs752343665c.760G>Ap.Gly254Argp.G254RQ8NBN7protein_codingtolerated(0.54)benign(0.005)TCGA-PE-A5DC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
RDH13deletionFrame_Shift_Delnovelc.913delNp.Val305TrpfsTer15p.V305Wfs*15Q8NBN7protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
RDH13SNVMissense_Mutationc.491C>Tp.Ser164Leup.S164LQ8NBN7protein_codingdeleterious(0)possibly_damaging(0.572)TCGA-Q1-A5R2-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
RDH13SNVMissense_Mutationc.749N>Ap.Ser250Asnp.S250NQ8NBN7protein_codingtolerated(0.47)benign(0.001)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RDH13SNVMissense_Mutationrs747477243c.722N>Tp.Thr241Metp.T241MQ8NBN7protein_codingtolerated(0.58)probably_damaging(0.959)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RDH13SNVMissense_Mutationc.319N>Cp.Phe107Leup.F107LQ8NBN7protein_codingdeleterious(0.05)probably_damaging(0.936)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
RDH13SNVMissense_Mutationrs375198967c.622N>Ap.Val208Ilep.V208IQ8NBN7protein_codingtolerated(0.4)benign(0.017)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RDH13SNVMissense_Mutationrs759505965c.127N>Ap.Val43Metp.V43MQ8NBN7protein_codingdeleterious(0)probably_damaging(0.911)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RDH13SNVMissense_Mutationrs547681726c.163G>Ap.Ala55Thrp.A55TQ8NBN7protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
RDH13SNVMissense_Mutationrs753148836c.412G>Ap.Gly138Serp.G138SQ8NBN7protein_codingdeleterious(0)probably_damaging(0.93)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
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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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