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: UBXN7

Gene summary for UBXN7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UBXN7

Gene ID

26043

Gene nameUBX domain protein 7
Gene AliasUBXD7
Cytomap3q29
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

O94888


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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
26043UBXN7CCI_2HumanCervixCC2.57e-121.45e+000.5249
26043UBXN7CCI_3HumanCervixCC4.52e-118.38e-010.516
26043UBXN7sample3HumanCervixCC4.50e-031.69e-010.1387
26043UBXN7T3HumanCervixCC1.85e-041.55e-010.1389
26043UBXN7LZE2THumanEsophagusESCC2.90e-048.15e-010.082
26043UBXN7LZE4THumanEsophagusESCC4.66e-247.79e-010.0811
26043UBXN7LZE7THumanEsophagusESCC2.97e-138.07e-010.0667
26043UBXN7LZE20THumanEsophagusESCC1.10e-022.10e-010.0662
26043UBXN7LZE22THumanEsophagusESCC1.07e-033.15e-010.068
26043UBXN7LZE24THumanEsophagusESCC2.25e-205.13e-010.0596
26043UBXN7LZE21THumanEsophagusESCC8.21e-074.71e-010.0655
26043UBXN7LZE6THumanEsophagusESCC5.11e-053.14e-010.0845
26043UBXN7P1T-EHumanEsophagusESCC3.98e-033.75e-010.0875
26043UBXN7P2T-EHumanEsophagusESCC1.15e-571.07e+000.1177
26043UBXN7P4T-EHumanEsophagusESCC2.66e-337.48e-010.1323
26043UBXN7P5T-EHumanEsophagusESCC1.54e-162.42e-010.1327
26043UBXN7P8T-EHumanEsophagusESCC2.57e-336.26e-010.0889
26043UBXN7P9T-EHumanEsophagusESCC3.49e-345.83e-010.1131
26043UBXN7P10T-EHumanEsophagusESCC4.84e-479.02e-010.116
26043UBXN7P11T-EHumanEsophagusESCC1.10e-124.11e-010.1426
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
UBXN7SNVMissense_Mutationnovelc.1237G>Cp.Ala413Prop.A413PO94888protein_codingdeleterious(0.02)probably_damaging(0.926)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
UBXN7SNVMissense_Mutationnovelc.343C>Ap.Gln115Lysp.Q115KO94888protein_codingdeleterious(0.01)possibly_damaging(0.9)TCGA-BH-A0BM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
UBXN7SNVMissense_Mutationnovelc.1285C>Gp.Leu429Valp.L429VO94888protein_codingdeleterious(0.02)probably_damaging(0.99)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
UBXN7SNVMissense_Mutationnovelc.176C>Ap.Pro59Hisp.P59HO94888protein_codingdeleterious(0.03)probably_damaging(0.921)TCGA-EW-A6SA-01Breastbreast invasive carcinomaMale<65I/IIUnknownUnknownSD
UBXN7SNVMissense_Mutationnovelc.644N>Cp.Arg215Thrp.R215TO94888protein_codingdeleterious(0)possibly_damaging(0.664)TCGA-OL-A5DA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UBXN7SNVMissense_Mutationnovelc.1411A>Gp.Thr471Alap.T471AO94888protein_codingdeleterious(0.01)probably_damaging(0.99)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UBXN7SNVMissense_Mutationc.1099N>Gp.Thr367Alap.T367AO94888protein_codingtolerated(1)benign(0)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
UBXN7SNVMissense_Mutationc.951A>Cp.Glu317Aspp.E317DO94888protein_codingtolerated(0.54)benign(0)TCGA-AA-A02O-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
UBXN7SNVMissense_Mutationrs753012779c.314N>Ap.Arg105Hisp.R105HO94888protein_codingtolerated(0.2)benign(0.379)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
UBXN7SNVMissense_Mutationc.1280T>Ap.Ile427Asnp.I427NO94888protein_codingdeleterious(0)possibly_damaging(0.67)TCGA-EF-5830-01Colorectumrectum adenocarcinomaMale<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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