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: MEX3D

Gene summary for MEX3D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MEX3D

Gene ID

399664

Gene namemex-3 RNA binding family member D
Gene AliasMEX-3D
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q86XN8


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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
399664MEX3DHCC2_MengHumanLiverHCC1.34e-093.87e-020.0107
399664MEX3DHCC1HumanLiverHCC1.49e-042.44e+000.5336
399664MEX3DS027HumanLiverHCC5.11e-074.75e-010.2446
399664MEX3DS028HumanLiverHCC3.51e-135.17e-010.2503
399664MEX3DS029HumanLiverHCC1.58e-021.27e-010.2581
399664MEX3Dmale-WTAHumanThyroidPTC1.50e-161.35e-010.1037
399664MEX3DPTC04HumanThyroidPTC4.27e-049.69e-020.1927
399664MEX3DPTC05HumanThyroidPTC2.60e-155.34e-010.2065
399664MEX3DPTC06HumanThyroidPTC4.53e-235.37e-010.2057
399664MEX3DPTC07HumanThyroidPTC1.33e-252.77e-010.2044
399664MEX3DATC12HumanThyroidATC3.79e-079.82e-020.34
399664MEX3DATC13HumanThyroidATC9.19e-132.10e-010.34
399664MEX3DATC2HumanThyroidATC9.66e-085.59e-010.34
399664MEX3DATC4HumanThyroidATC2.20e-051.36e-010.34
399664MEX3DATC5HumanThyroidATC4.37e-152.37e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:0061157110ThyroidATCmRNA destabilization52/629384/187231.01e-071.70e-0652
GO:0061014110ThyroidATCpositive regulation of mRNA catabolic process53/629387/187231.63e-072.61e-0653
GO:0050779110ThyroidATCRNA destabilization53/629388/187232.75e-074.20e-0653
GO:003424923ThyroidATCnegative regulation of cellular amide metabolic process121/6293273/187231.36e-049.57e-04121
GO:000829811ThyroidATCintracellular mRNA localization11/629313/187232.30e-041.49e-0311
GO:001714823ThyroidATCnegative regulation of translation107/6293245/187236.17e-043.51e-03107
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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
MEX3DSNVMissense_Mutationc.579G>Cp.Glu193Aspp.E193DQ86XN8protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MEX3DSNVMissense_Mutationnovelc.665N>Tp.Pro222Leup.P222LQ86XN8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-ZX-AA5X-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
MEX3DSNVMissense_Mutationnovelc.1738G>Ap.Ala580Thrp.A580TQ86XN8protein_codingtolerated(0.18)benign(0.007)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
MEX3DSNVMissense_Mutationrs755620730c.1051N>Ap.Asp351Asnp.D351NQ86XN8protein_codingdeleterious(0.01)benign(0.125)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MEX3DSNVMissense_Mutationnovelc.1438N>Ap.Ala480Thrp.A480TQ86XN8protein_codingtolerated(0.41)benign(0.009)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MEX3DSNVMissense_Mutationc.682N>Ap.Gly228Serp.G228SQ86XN8protein_codingdeleterious(0.04)probably_damaging(0.994)TCGA-DC-4745-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
MEX3DSNVMissense_Mutationnovelc.634N>Cp.Tyr212Hisp.Y212HQ86XN8protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
MEX3DSNVMissense_Mutationnovelc.869G>Ap.Gly290Glup.G290EQ86XN8protein_codingdeleterious(0)probably_damaging(1)TCGA-D1-A1NZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MEX3DSNVMissense_Mutationnovelc.652N>Tp.Arg218Trpp.R218WQ86XN8protein_codingdeleterious(0)probably_damaging(1)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
MEX3DSNVMissense_Mutationnovelc.935N>Ap.Arg312Hisp.R312HQ86XN8protein_codingdeleterious(0.03)probably_damaging(0.957)TCGA-EO-A3KX-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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