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: POMT2

Gene summary for POMT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POMT2

Gene ID

29954

Gene nameprotein O-mannosyltransferase 2
Gene AliasLGMD2N
Cytomap14q24.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9UKY4


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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
29954POMT2LZE22THumanEsophagusESCC7.51e-042.38e-010.068
29954POMT2LZE24THumanEsophagusESCC4.84e-081.71e-010.0596
29954POMT2P2T-EHumanEsophagusESCC5.73e-111.23e-010.1177
29954POMT2P4T-EHumanEsophagusESCC4.52e-081.43e-010.1323
29954POMT2P5T-EHumanEsophagusESCC8.80e-037.33e-020.1327
29954POMT2P8T-EHumanEsophagusESCC8.60e-061.31e-010.0889
29954POMT2P9T-EHumanEsophagusESCC6.71e-061.22e-010.1131
29954POMT2P10T-EHumanEsophagusESCC3.32e-163.26e-010.116
29954POMT2P11T-EHumanEsophagusESCC4.50e-093.49e-010.1426
29954POMT2P12T-EHumanEsophagusESCC4.10e-152.56e-010.1122
29954POMT2P15T-EHumanEsophagusESCC1.94e-092.06e-010.1149
29954POMT2P16T-EHumanEsophagusESCC1.92e-101.33e-010.1153
29954POMT2P17T-EHumanEsophagusESCC7.26e-032.40e-010.1278
29954POMT2P20T-EHumanEsophagusESCC1.34e-101.33e-010.1124
29954POMT2P21T-EHumanEsophagusESCC7.53e-081.18e-010.1617
29954POMT2P22T-EHumanEsophagusESCC3.88e-091.48e-010.1236
29954POMT2P23T-EHumanEsophagusESCC2.26e-091.35e-010.108
29954POMT2P24T-EHumanEsophagusESCC6.19e-071.56e-010.1287
29954POMT2P26T-EHumanEsophagusESCC2.79e-152.44e-010.1276
29954POMT2P27T-EHumanEsophagusESCC4.45e-112.24e-010.1055
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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
∗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:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00700854EsophagusESCCglycosylation144/8552240/187235.12e-065.38e-05144
GO:00064865EsophagusESCCprotein glycosylation135/8552226/187231.36e-051.24e-04135
GO:00434135EsophagusESCCmacromolecule glycosylation135/8552226/187231.36e-051.24e-04135
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:00064931EsophagusESCCprotein O-linked glycosylation51/855286/187237.54e-032.70e-0251
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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
POMT2SNVMissense_Mutationnovelc.1070C>Tp.Ser357Phep.S357FQ9UKY4protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A4S1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
POMT2SNVMissense_Mutationc.609N>Gp.Ile203Metp.I203MQ9UKY4protein_codingtolerated(0.38)benign(0.257)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
POMT2SNVMissense_Mutationc.700N>Tp.Val234Phep.V234FQ9UKY4protein_codingtolerated(0.08)possibly_damaging(0.519)TCGA-AR-A251-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
POMT2SNVMissense_Mutationc.721N>Ap.Gly241Argp.G241RQ9UKY4protein_codingtolerated(0.08)probably_damaging(0.954)TCGA-BH-A28Q-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
POMT2SNVMissense_Mutationc.719N>Cp.Leu240Serp.L240SQ9UKY4protein_codingdeleterious(0)benign(0.219)TCGA-D8-A1XC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
POMT2insertionFrame_Shift_Insnovelc.376_377insAATGCAGAAGTp.Thr126LysfsTer23p.T126Kfs*23Q9UKY4protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
POMT2insertionNonsense_Mutationnovelc.825_826insCTATAGGGAGATGACATGGGTGGGAGAGTCGAp.Gly276LeufsTer2p.G276Lfs*2Q9UKY4protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
POMT2insertionNonsense_Mutationnovelc.686_687insGGGACAGTAGAGGAAGp.Ser230GlyfsTer3p.S230Gfs*3Q9UKY4protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
POMT2deletionFrame_Shift_Delnovelc.1094delNp.Gly365AlafsTer33p.G365Afs*33Q9UKY4protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
POMT2SNVMissense_Mutationrs746000047c.1423C>Tp.Arg475Cysp.R475CQ9UKY4protein_codingdeleterious(0)probably_damaging(0.985)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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