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:005077919ThyroidPTCRNA destabilization53/596888/187233.91e-088.51e-0753
GO:003424916ThyroidPTCnegative regulation of cellular amide metabolic process122/5968273/187235.50e-066.64e-05122
GO:001714815ThyroidPTCnegative regulation of translation108/5968245/187233.75e-053.48e-04108
GO:00082985ThyroidPTCintracellular mRNA localization11/596813/187231.34e-041.05e-0311
GO:0009896210ThyroidATCpositive regulation of catabolic process290/6293492/187232.15e-311.94e-28290
GO:0031331210ThyroidATCpositive regulation of cellular catabolic process258/6293427/187232.09e-301.65e-27258
GO:190331134ThyroidATCregulation of mRNA metabolic process181/6293288/187231.75e-245.54e-22181
GO:000640326ThyroidATCRNA localization132/6293201/187231.13e-201.93e-18132
GO:000640127ThyroidATCRNA catabolic process165/6293278/187238.45e-191.14e-16165
GO:000640227ThyroidATCmRNA catabolic process140/6293232/187235.08e-174.65e-15140
GO:003465525ThyroidATCnucleobase-containing compound catabolic process217/6293407/187231.20e-161.04e-14217
GO:004670024ThyroidATCheterocycle catabolic process228/6293445/187237.26e-154.50e-13228
GO:004427025ThyroidATCcellular nitrogen compound catabolic process229/6293451/187232.25e-141.27e-12229
GO:000641735ThyroidATCregulation of translation236/6293468/187232.39e-141.34e-12236
GO:001943924ThyroidATCaromatic compound catabolic process232/6293467/187233.05e-131.44e-11232
GO:190136124ThyroidATCorganic cyclic compound catabolic process238/6293495/187231.12e-114.12e-10238
GO:190331324ThyroidATCpositive regulation of mRNA metabolic process75/6293118/187232.57e-118.84e-1075
GO:004348725ThyroidATCregulation of RNA stability97/6293170/187232.68e-107.70e-0997
GO:006101325ThyroidATCregulation of mRNA catabolic process95/6293166/187233.27e-109.16e-0995
GO:004348826ThyroidATCregulation of mRNA stability90/6293158/187231.31e-093.30e-0890
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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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