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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: MOXD1

Gene summary for MOXD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MOXD1

Gene ID

26002

Gene namemonooxygenase DBH like 1
Gene AliasMOX
Cytomap6q23.2
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

Q6UVY6


Top

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
26002MOXD1LZE4THumanEsophagusESCC4.08e-03-4.09e-010.0811
26002MOXD1LZE8THumanEsophagusESCC1.53e-02-3.72e-010.067
26002MOXD1LZE20THumanEsophagusESCC1.08e-02-4.09e-010.0662
26002MOXD1LZE24THumanEsophagusESCC2.54e-05-4.09e-010.0596
26002MOXD1P2T-EHumanEsophagusESCC1.03e-279.55e-010.1177
26002MOXD1P4T-EHumanEsophagusESCC4.64e-05-1.93e-010.1323
26002MOXD1P9T-EHumanEsophagusESCC1.63e-02-2.81e-010.1131
26002MOXD1P10T-EHumanEsophagusESCC6.94e-07-3.75e-010.116
26002MOXD1P11T-EHumanEsophagusESCC1.81e-051.41e-010.1426
26002MOXD1P16T-EHumanEsophagusESCC3.80e-17-1.15e-010.1153
26002MOXD1P21T-EHumanEsophagusESCC3.93e-279.32e-010.1617
26002MOXD1P22T-EHumanEsophagusESCC3.36e-15-2.73e-010.1236
26002MOXD1P26T-EHumanEsophagusESCC2.97e-11-3.03e-010.1276
26002MOXD1P30T-EHumanEsophagusESCC1.80e-077.66e-010.137
26002MOXD1P31T-EHumanEsophagusESCC4.12e-11-4.05e-010.1251
26002MOXD1P32T-EHumanEsophagusESCC8.17e-04-2.47e-010.1666
26002MOXD1P39T-EHumanEsophagusESCC1.91e-08-2.87e-010.0894
26002MOXD1P52T-EHumanEsophagusESCC9.20e-03-3.55e-010.1555
26002MOXD1P56T-EHumanEsophagusESCC3.26e-041.30e+000.1613
26002MOXD1P61T-EHumanEsophagusESCC2.87e-06-3.35e-010.099
Page: 1 2 3 

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
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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00461653EsophagusESCCalcohol biosynthetic process83/8552140/187238.04e-044.16e-0383
GO:19016174EsophagusESCCorganic hydroxy compound biosynthetic process128/8552237/187235.86e-032.16e-02128
GO:001943915Oral cavityOSCCaromatic compound catabolic process263/7305467/187231.49e-148.84e-13263
GO:190136115Oral cavityOSCCorganic cyclic compound catabolic process272/7305495/187232.73e-131.36e-11272
GO:00060667Oral cavityOSCCalcohol metabolic process179/7305353/187234.54e-065.21e-05179
GO:00461652Oral cavityOSCCalcohol biosynthetic process77/7305140/187238.77e-056.70e-0477
GO:19016173Oral cavityOSCCorganic hydroxy compound biosynthetic process115/7305237/187231.73e-038.18e-03115
GO:001943916Oral cavityLParomatic compound catabolic process176/4623467/187231.96e-101.08e-08176
GO:190136116Oral cavityLPorganic cyclic compound catabolic process180/4623495/187233.11e-091.35e-07180
GO:000606613Oral cavityLPalcohol metabolic process111/4623353/187232.24e-031.62e-02111
GO:001943919SkinAKaromatic compound catabolic process65/1910467/187235.99e-033.24e-0265
GO:190136119SkinAKorganic cyclic compound catabolic process67/1910495/187239.91e-034.80e-0267
GO:00424014SkinAKcellular biogenic amine biosynthetic process9/191037/187231.04e-024.95e-029
GO:0019439110SkincSCCaromatic compound catabolic process183/4864467/187231.76e-107.68e-09183
GO:1901361110SkincSCCorganic cyclic compound catabolic process188/4864495/187231.92e-097.01e-08188
GO:00461654SkincSCCalcohol biosynthetic process50/4864140/187236.73e-033.27e-0250
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
MOXD1SNVMissense_Mutationrs753937080c.1069G>Ap.Glu357Lysp.E357KQ6UVY6protein_codingtolerated(0.12)benign(0.068)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MOXD1SNVMissense_Mutationrs138817081c.1330N>Tp.Arg444Cysp.R444CQ6UVY6protein_codingtolerated(0.2)benign(0.022)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MOXD1SNVMissense_Mutationc.1711G>Cp.Glu571Glnp.E571QQ6UVY6protein_codingtolerated(0.12)benign(0.001)TCGA-GI-A2C8-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificAdriamycinSD
MOXD1SNVMissense_Mutationrs760605242c.1187G>Ap.Gly396Aspp.G396DQ6UVY6protein_codingdeleterious(0.02)benign(0.111)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MOXD1SNVMissense_Mutationnovelc.1408N>Ap.Leu470Ilep.L470IQ6UVY6protein_codingdeleterious(0.04)possibly_damaging(0.823)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MOXD1SNVMissense_Mutationc.1765N>Ap.Leu589Metp.L589MQ6UVY6protein_codingtolerated_low_confidence(0.06)benign(0.206)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MOXD1SNVMissense_Mutationc.1276N>Cp.Tyr426Hisp.Y426HQ6UVY6protein_codingdeleterious(0.04)benign(0.101)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MOXD1SNVMissense_Mutationc.1556C>Ap.Ser519Tyrp.S519YQ6UVY6protein_codingdeleterious(0)probably_damaging(0.948)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MOXD1SNVMissense_Mutationrs768904208c.742N>Ap.Asp248Asnp.D248NQ6UVY6protein_codingtolerated(0.18)benign(0.165)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MOXD1SNVMissense_Mutationc.820T>Gp.Phe274Valp.F274VQ6UVY6protein_codingtolerated(0.12)benign(0.02)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
Page: 1 2 3 4 5 6 7 8 

Top

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
Page: 1