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: SDR39U1

Gene summary for SDR39U1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SDR39U1

Gene ID

56948

Gene nameshort chain dehydrogenase/reductase family 39U member 1
Gene AliasC14orf124
Cytomap14q12
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

F6RWC2


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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
56948SDR39U1LZE2THumanEsophagusESCC3.81e-024.15e-010.082
56948SDR39U1LZE4THumanEsophagusESCC2.50e-123.91e-010.0811
56948SDR39U1LZE5THumanEsophagusESCC1.33e-043.41e-010.0514
56948SDR39U1LZE7THumanEsophagusESCC4.49e-054.06e-010.0667
56948SDR39U1LZE8THumanEsophagusESCC8.47e-072.47e-010.067
56948SDR39U1LZE20THumanEsophagusESCC1.41e-091.82e-010.0662
56948SDR39U1LZE22THumanEsophagusESCC8.41e-033.91e-010.068
56948SDR39U1LZE24THumanEsophagusESCC1.59e-205.84e-010.0596
56948SDR39U1LZE21THumanEsophagusESCC8.03e-104.67e-010.0655
56948SDR39U1LZE6THumanEsophagusESCC2.39e-053.38e-010.0845
56948SDR39U1P1T-EHumanEsophagusESCC1.54e-042.13e-010.0875
56948SDR39U1P2T-EHumanEsophagusESCC4.39e-345.91e-010.1177
56948SDR39U1P4T-EHumanEsophagusESCC2.93e-288.15e-010.1323
56948SDR39U1P5T-EHumanEsophagusESCC3.66e-173.38e-010.1327
56948SDR39U1P8T-EHumanEsophagusESCC8.73e-333.56e-010.0889
56948SDR39U1P9T-EHumanEsophagusESCC3.56e-234.16e-010.1131
56948SDR39U1P10T-EHumanEsophagusESCC2.70e-569.56e-010.116
56948SDR39U1P11T-EHumanEsophagusESCC1.02e-237.93e-010.1426
56948SDR39U1P12T-EHumanEsophagusESCC4.73e-741.36e+000.1122
56948SDR39U1P15T-EHumanEsophagusESCC1.11e-491.18e+000.1149
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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
∗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
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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
SDR39U1SNVMissense_Mutationrs778480289c.41N>Ap.Thr14Lysp.T14KQ9NRG7protein_codingtolerated(0.39)benign(0.006)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
SDR39U1SNVMissense_Mutationrs367826860c.787N>Ap.Glu263Lysp.E263KQ9NRG7protein_codingtolerated(0.21)possibly_damaging(0.669)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SDR39U1SNVMissense_Mutationrs368549753c.764N>Ap.Arg255Glnp.R255QQ9NRG7protein_codingtolerated(0.49)benign(0.003)TCGA-E2-A152-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabPD
SDR39U1insertionFrame_Shift_Insnovelc.228_229insAp.Glu77ArgfsTer15p.E77Rfs*15Q9NRG7protein_codingTCGA-BH-A18L-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SDR39U1SNVMissense_Mutationrs759354151c.770N>Ap.Arg257Hisp.R257HQ9NRG7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SDR39U1SNVMissense_Mutationrs759354151c.770N>Ap.Arg257Hisp.R257HQ9NRG7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SDR39U1SNVMissense_Mutationrs771553538c.245N>Ap.Arg82Hisp.R82HQ9NRG7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3502-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SDR39U1SNVMissense_Mutationc.127N>Ap.Glu43Lysp.E43KQ9NRG7protein_codingtolerated(0.06)benign(0.154)TCGA-AZ-6599-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SDR39U1SNVMissense_Mutationc.719N>Tp.Ala240Valp.A240VQ9NRG7protein_codingdeleterious(0.01)possibly_damaging(0.738)TCGA-D5-6923-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SDR39U1insertionFrame_Shift_Insnovelc.494_495insGp.Gly166TrpfsTer42p.G166Wfs*42Q9NRG7protein_codingTCGA-AA-3672-01Colorectumcolon 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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