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: DHRSX

Gene summary for DHRSX

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DHRSX

Gene ID

207063

Gene namedehydrogenase/reductase X-linked
Gene AliasCXorf11
CytomapXp22.33
Gene Typeprotein-coding
GO ID

GO:0006914

UniProtAcc

Q8N5I4


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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
207063DHRSXHTA11_3410_2000001011HumanColorectumAD5.61e-05-3.41e-010.0155
207063DHRSXHTA11_347_2000001011HumanColorectumAD2.86e-044.98e-01-0.1954
207063DHRSXHTA11_99999971662_82457HumanColorectumMSS5.48e-099.17e-010.3859
207063DHRSXA015-C-203HumanColorectumFAP1.24e-21-2.35e-01-0.1294
207063DHRSXA015-C-204HumanColorectumFAP7.41e-06-2.35e-01-0.0228
207063DHRSXA014-C-040HumanColorectumFAP3.60e-06-3.79e-01-0.1184
207063DHRSXA002-C-201HumanColorectumFAP7.07e-14-1.39e-010.0324
207063DHRSXA001-C-119HumanColorectumFAP2.59e-112.54e-01-0.1557
207063DHRSXA001-C-108HumanColorectumFAP1.19e-10-6.84e-02-0.0272
207063DHRSXA002-C-205HumanColorectumFAP1.50e-23-7.91e-02-0.1236
207063DHRSXA015-C-006HumanColorectumFAP2.67e-17-2.74e-01-0.0994
207063DHRSXA015-C-106HumanColorectumFAP3.60e-06-9.28e-02-0.0511
207063DHRSXA002-C-114HumanColorectumFAP3.49e-21-1.64e-01-0.1561
207063DHRSXA015-C-104HumanColorectumFAP3.41e-21-2.93e-01-0.1899
207063DHRSXA001-C-014HumanColorectumFAP7.28e-07-8.58e-020.0135
207063DHRSXA002-C-016HumanColorectumFAP1.74e-15-2.70e-010.0521
207063DHRSXA015-C-002HumanColorectumFAP1.32e-13-2.86e-01-0.0763
207063DHRSXA001-C-203HumanColorectumFAP2.28e-059.99e-03-0.0481
207063DHRSXA002-C-116HumanColorectumFAP1.70e-29-1.67e-01-0.0452
207063DHRSXA014-C-008HumanColorectumFAP6.05e-16-2.45e-01-0.191
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:0009896ColorectumADpositive regulation of catabolic process180/3918492/187234.33e-161.94e-13180
GO:0031331ColorectumADpositive regulation of cellular catabolic process156/3918427/187234.68e-141.05e-11156
GO:0010506ColorectumADregulation of autophagy111/3918317/187233.57e-092.35e-07111
GO:0010508ColorectumADpositive regulation of autophagy43/3918124/187232.64e-043.27e-0343
GO:00098962ColorectumMSSpositive regulation of catabolic process163/3467492/187233.10e-159.22e-13163
GO:00313312ColorectumMSSpositive regulation of cellular catabolic process140/3467427/187237.02e-131.33e-10140
GO:00105062ColorectumMSSregulation of autophagy95/3467317/187234.36e-071.71e-0595
GO:00098964ColorectumFAPpositive regulation of catabolic process126/2622492/187233.76e-122.56e-09126
GO:00313314ColorectumFAPpositive regulation of cellular catabolic process110/2622427/187236.09e-112.19e-08110
GO:00105063ColorectumFAPregulation of autophagy80/2622317/187236.43e-084.54e-0680
GO:00105081ColorectumFAPpositive regulation of autophagy29/2622124/187233.30e-032.43e-0229
GO:00098965ColorectumCRCpositive regulation of catabolic process102/2078492/187232.48e-101.06e-07102
GO:00313315ColorectumCRCpositive regulation of cellular catabolic process90/2078427/187231.19e-094.20e-0790
GO:00105064ColorectumCRCregulation of autophagy62/2078317/187236.04e-062.35e-0462
GO:000989616EndometriumAEHpositive regulation of catabolic process104/2100492/187239.38e-111.10e-08104
GO:003133116EndometriumAEHpositive regulation of cellular catabolic process91/2100427/187239.15e-108.31e-0891
GO:00105068EndometriumAEHregulation of autophagy54/2100317/187231.15e-039.97e-0354
GO:00105085EndometriumAEHpositive regulation of autophagy26/2100124/187231.17e-031.01e-0226
GO:000989617EndometriumEECpositive regulation of catabolic process108/2168492/187232.55e-113.64e-09108
GO:003133117EndometriumEECpositive regulation of cellular catabolic process94/2168427/187234.30e-104.45e-0894
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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
DHRSXSNVMissense_Mutationc.734N>Tp.Thr245Metp.T245MQ8N5I4protein_codingdeleterious(0)probably_damaging(0.991)TCGA-C5-A7UE-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
DHRSXSNVMissense_Mutationrs773647562c.506N>Tp.Ser169Phep.S169FQ8N5I4protein_codingdeleterious(0)probably_damaging(0.99)TCGA-EA-A3Y4-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DHRSXSNVMissense_Mutationc.685N>Ap.Glu229Lysp.E229KQ8N5I4protein_codingtolerated(0.53)benign(0.031)TCGA-EK-A2GZ-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
DHRSXSNVMissense_Mutationc.458T>Ap.Leu153Glnp.L153QQ8N5I4protein_codingdeleterious(0)probably_damaging(0.994)TCGA-LP-A4AW-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DHRSXSNVMissense_Mutationc.641N>Tp.Ala214Valp.A214VQ8N5I4protein_codingdeleterious(0)probably_damaging(1)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
DHRSXSNVMissense_Mutationrs149133886c.541N>Ap.Val181Ilep.V181IQ8N5I4protein_codingdeleterious(0.03)possibly_damaging(0.903)TCGA-CM-4748-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfluorouracilSD
DHRSXSNVMissense_Mutationc.897G>Tp.Glu299Aspp.E299DQ8N5I4protein_codingtolerated(0.13)benign(0.062)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
DHRSXSNVMissense_Mutationrs369921411c.136N>Ap.Ala46Thrp.A46TQ8N5I4protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
DHRSXSNVMissense_Mutationnovelc.593N>Ap.Ser198Asnp.S198NQ8N5I4protein_codingtolerated(0.09)benign(0.037)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DHRSXSNVMissense_Mutationrs771945253c.736N>Ap.Asp246Asnp.D246NQ8N5I4protein_codingtolerated(0.21)benign(0.003)TCGA-AP-A059-01Endometriumuterine 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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