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: DHRS4L2

Gene summary for DHRS4L2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DHRS4L2

Gene ID

317749

Gene namedehydrogenase/reductase 4 like 2
Gene AliasSDR25C3
Cytomap14q11.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

D5KJA1


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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
317749DHRS4L2HTA11_78_2000001011HumanColorectumAD5.38e-033.18e-01-0.1088
317749DHRS4L2HTA11_347_2000001011HumanColorectumAD1.26e-114.61e-01-0.1954
317749DHRS4L2HTA11_83_2000001011HumanColorectumSER4.64e-106.67e-01-0.1526
317749DHRS4L2HTA11_696_2000001011HumanColorectumAD3.96e-074.37e-01-0.1464
317749DHRS4L2HTA11_1391_2000001011HumanColorectumAD5.12e-095.44e-01-0.059
317749DHRS4L2HTA11_5216_2000001011HumanColorectumSER4.24e-055.49e-01-0.1462
317749DHRS4L2HTA11_7862_2000001011HumanColorectumAD2.31e-097.68e-01-0.0179
317749DHRS4L2HTA11_866_3004761011HumanColorectumAD7.21e-104.65e-010.096
317749DHRS4L2HTA11_7663_2000001011HumanColorectumSER4.38e-024.18e-010.0131
317749DHRS4L2HTA11_10623_2000001011HumanColorectumAD5.49e-191.03e+00-0.0177
317749DHRS4L2HTA11_10711_2000001011HumanColorectumAD2.63e-043.63e-010.0338
317749DHRS4L2HTA11_7696_3000711011HumanColorectumAD2.45e-033.33e-010.0674
317749DHRS4L2HTA11_99999970781_79442HumanColorectumMSS6.14e-176.39e-010.294
317749DHRS4L2HTA11_99999965104_69814HumanColorectumMSS5.53e-054.72e-010.281
317749DHRS4L2HTA11_99999974143_84620HumanColorectumMSS9.43e-042.99e-010.3005
317749DHRS4L2A015-C-203HumanColorectumFAP3.24e-02-2.19e-02-0.1294
317749DHRS4L2A015-C-104HumanColorectumFAP1.31e-03-5.64e-02-0.1899
317749DHRS4L2A002-C-116HumanColorectumFAP2.90e-03-9.50e-02-0.0452
317749DHRS4L2LZE4THumanEsophagusESCC8.12e-126.62e-010.0811
317749DHRS4L2LZE8THumanEsophagusESCC1.48e-031.02e-010.067
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
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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
DHRS4L2SNVMissense_Mutationc.461N>Tp.Pro154Leup.P154LQ6PKH6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0FV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DHRS4L2SNVMissense_Mutationc.389N>Tp.Thr130Ilep.T130IQ6PKH6protein_codingdeleterious(0.01)benign(0.25)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
DHRS4L2SNVMissense_Mutationc.527C>Gp.Ser176Cysp.S176CQ6PKH6protein_codingtolerated(0.14)possibly_damaging(0.478)TCGA-GM-A2DD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilCR
DHRS4L2SNVMissense_Mutationnovelc.304N>Gp.Met102Valp.M102VQ6PKH6protein_codingtolerated(0.17)benign(0)TCGA-S3-AA17-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
DHRS4L2SNVMissense_Mutationrs762000184c.350N>Tp.Ala117Valp.A117VQ6PKH6protein_codingdeleterious(0.02)possibly_damaging(0.739)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
DHRS4L2SNVMissense_Mutationc.227N>Cp.Leu76Prop.L76PQ6PKH6protein_codingdeleterious(0)probably_damaging(1)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
DHRS4L2SNVMissense_Mutationnovelc.104C>Tp.Ala35Valp.A35VQ6PKH6protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DHRS4L2SNVMissense_Mutationnovelc.655N>Cp.Ser219Prop.S219PQ6PKH6protein_codingtolerated(0.22)benign(0.367)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
DHRS4L2SNVMissense_Mutationc.461C>Ap.Pro154Glnp.P154QQ6PKH6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AX-A3G6-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DHRS4L2SNVMissense_Mutationc.452N>Tp.Ala151Valp.A151VQ6PKH6protein_codingtolerated(0.1)benign(0.037)TCGA-BG-A0MT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
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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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