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: UNC50

Gene summary for UNC50

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UNC50

Gene ID

25972

Gene nameunc-50 inner nuclear membrane RNA binding protein
Gene AliasGMH1
Cytomap2q11.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

J3KQ47


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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
25972UNC50P127T-EHumanEsophagusESCC7.27e-152.94e-010.0826
25972UNC50P128T-EHumanEsophagusESCC4.19e-186.69e-010.1241
25972UNC50P130T-EHumanEsophagusESCC4.26e-491.01e+000.1676
25972UNC50S43HumanLiverCirrhotic9.43e-05-2.29e-01-0.0187
25972UNC50HCC1_MengHumanLiverHCC2.75e-973.24e-010.0246
25972UNC50HCC2_MengHumanLiverHCC5.46e-358.63e-020.0107
25972UNC50cirrhotic1HumanLiverCirrhotic8.52e-121.20e-010.0202
25972UNC50cirrhotic2HumanLiverCirrhotic1.53e-131.24e-010.0201
25972UNC50cirrhotic3HumanLiverCirrhotic1.99e-043.05e-020.0215
25972UNC50HCC1HumanLiverHCC6.81e-032.32e+000.5336
25972UNC50HCC2HumanLiverHCC2.72e-032.31e+000.5341
25972UNC50Pt13.bHumanLiverHCC8.48e-118.42e-020.0251
25972UNC50S014HumanLiverHCC2.18e-116.23e-010.2254
25972UNC50S015HumanLiverHCC1.17e-137.59e-010.2375
25972UNC50S016HumanLiverHCC1.26e-157.88e-010.2243
25972UNC50S027HumanLiverHCC1.12e-025.70e-010.2446
25972UNC50S028HumanLiverHCC3.92e-097.19e-010.2503
25972UNC50S029HumanLiverHCC2.59e-151.02e+000.2581
25972UNC50C04HumanOral cavityOSCC6.94e-087.57e-010.2633
25972UNC50C21HumanOral cavityOSCC4.71e-541.52e+000.2678
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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
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
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
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
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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
UNC50SNVMissense_Mutationnovelc.456N>Ap.Phe152Leup.F152Lprotein_codingtolerated(0.31)benign(0.018)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UNC50SNVMissense_Mutationc.403N>Tp.Val135Leup.V135Lprotein_codingtolerated(0.12)benign(0.175)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
UNC50deletionFrame_Shift_Delrs752307344c.578delNp.Phe195SerfsTer7p.F195Sfs*7protein_codingTCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UNC50insertionIn_Frame_Insnovelc.318_319insGTCGGTAGCCAAATGTTTCTTCAGAATACGTGTAAAp.Ser106_Ile107insValGlySerGlnMetPheLeuGlnAsnThrCysLysp.S106_I107insVGSQMFLQNTCKprotein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
UNC50SNVMissense_Mutationnovelc.25A>Gp.Arg9Glyp.R9Gprotein_codingtolerated_low_confidence(0.12)benign(0)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
UNC50SNVMissense_Mutationc.175N>Tp.Arg59Trpp.R59Wprotein_codingdeleterious(0)possibly_damaging(0.888)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
UNC50SNVMissense_Mutationc.599N>Gp.Ile200Serp.I200Sprotein_codingdeleterious(0)benign(0.086)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
UNC50SNVMissense_Mutationnovelc.443N>Ap.Thr148Asnp.T148Nprotein_codingdeleterious(0.02)probably_damaging(0.92)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
UNC50SNVMissense_Mutationc.520N>Gp.Phe174Valp.F174Vprotein_codingdeleterious(0)probably_damaging(0.969)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
UNC50SNVMissense_Mutationnovelc.87N>Tp.Gln29Hisp.Q29Hprotein_codingtolerated(0.18)benign(0.001)TCGA-BG-A221-01Endometriumuterine 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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