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: UBALD1

Gene summary for UBALD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UBALD1

Gene ID

124402

Gene nameUBA like domain containing 1
Gene AliasFAM100A
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

K7EM88


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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
124402UBALD1P127T-EHumanEsophagusESCC2.89e-163.13e-010.0826
124402UBALD1P128T-EHumanEsophagusESCC2.08e-301.04e+000.1241
124402UBALD1P130T-EHumanEsophagusESCC9.18e-224.91e-010.1676
124402UBALD1NAFLD1HumanLiverNAFLD1.53e-022.78e-01-0.04
124402UBALD1S43HumanLiverCirrhotic8.43e-03-8.76e-02-0.0187
124402UBALD1HCC1_MengHumanLiverHCC3.36e-19-6.04e-020.0246
124402UBALD1HCC2_MengHumanLiverHCC6.87e-07-1.90e-020.0107
124402UBALD1Pt13.bHumanLiverHCC4.03e-061.02e-010.0251
124402UBALD1S014HumanLiverHCC2.09e-106.58e-010.2254
124402UBALD1S015HumanLiverHCC1.82e-066.50e-010.2375
124402UBALD1S016HumanLiverHCC3.13e-157.45e-010.2243
124402UBALD1S028HumanLiverHCC6.61e-107.14e-010.2503
124402UBALD1S029HumanLiverHCC6.05e-097.37e-010.2581
124402UBALD1C04HumanOral cavityOSCC7.38e-228.64e-010.2633
124402UBALD1C21HumanOral cavityOSCC5.88e-216.81e-010.2678
124402UBALD1C30HumanOral cavityOSCC3.87e-231.11e+000.3055
124402UBALD1C38HumanOral cavityOSCC1.26e-111.22e+000.172
124402UBALD1C43HumanOral cavityOSCC1.88e-082.67e-010.1704
124402UBALD1C46HumanOral cavityOSCC2.12e-255.84e-010.1673
124402UBALD1C51HumanOral cavityOSCC2.19e-022.54e-010.2674
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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
∗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
UBALD1insertionFrame_Shift_Insnovelc.125_126insGAp.Leu43ThrfsTer20p.L43Tfs*20Q8TB05protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
UBALD1insertionFrame_Shift_Insnovelc.124_125insGCGGGGCTp.Ala42GlyfsTer23p.A42Gfs*23Q8TB05protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
UBALD1SNVMissense_Mutationc.475N>Cp.Ala159Prop.A159PQ8TB05protein_codingdeleterious_low_confidence(0.01)benign(0.005)TCGA-BS-A0TJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
UBALD1SNVMissense_Mutationnovelc.5N>Gp.Ser2Cysp.S2CQ8TB05protein_codingdeleterious(0)probably_damaging(0.994)TCGA-55-7910-01Lunglung adenocarcinomaFemale<65I/IIChemotherapycisplatinPD
UBALD1deletionFrame_Shift_Delnovelc.140delTp.Phe47SerfsTer15p.F47Sfs*15Q8TB05protein_codingTCGA-BR-8591-01Stomachstomach adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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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