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: WBSCR22

Gene summary for WBSCR22

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WBSCR22

Gene ID

114049

Gene nameBUD23 rRNA methyltransferase and ribosome maturation factor
Gene AliasHASJ4442
Cytomap7q11.23
Gene Typeprotein-coding
GO ID

GO:0000154

UniProtAcc

O43709


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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
114049WBSCR22C30HumanOral cavityOSCC6.16e-411.91e+000.3055
114049WBSCR22C38HumanOral cavityOSCC2.84e-181.83e+000.172
114049WBSCR22C43HumanOral cavityOSCC1.58e-631.11e+000.1704
114049WBSCR22C46HumanOral cavityOSCC1.28e-551.22e+000.1673
114049WBSCR22C51HumanOral cavityOSCC4.37e-271.57e+000.2674
114049WBSCR22C57HumanOral cavityOSCC3.99e-259.05e-010.1679
114049WBSCR22C06HumanOral cavityOSCC3.07e-111.44e+000.2699
114049WBSCR22C07HumanOral cavityOSCC5.72e-091.55e+000.2491
114049WBSCR22C08HumanOral cavityOSCC1.33e-951.78e+000.1919
114049WBSCR22C09HumanOral cavityOSCC1.39e-186.63e-010.1431
114049WBSCR22LN22HumanOral cavityOSCC2.85e-141.52e+000.1733
114049WBSCR22LN38HumanOral cavityOSCC8.64e-061.22e+000.168
114049WBSCR22LN46HumanOral cavityOSCC1.99e-331.22e+000.1666
114049WBSCR22LP15HumanOral cavityLP4.26e-141.77e+000.2174
114049WBSCR22LP17HumanOral cavityLP2.44e-091.29e+000.2349
114049WBSCR22SYSMH1HumanOral cavityOSCC1.21e-204.33e-010.1127
114049WBSCR22SYSMH2HumanOral cavityOSCC6.58e-307.95e-010.2326
114049WBSCR22SYSMH3HumanOral cavityOSCC2.01e-327.48e-010.2442
114049WBSCR22SYSMH4HumanOral cavityOSCC1.14e-092.53e-010.1226
114049WBSCR22SYSMH5HumanOral cavityOSCC3.30e-052.01e-010.0647
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
∗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
WBSCR22SNVMissense_Mutationc.349N>Ap.Asp117Asnp.D117NO43709protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
WBSCR22SNVMissense_Mutationc.261N>Cp.Met87Ilep.M87IO43709protein_codingdeleterious(0)possibly_damaging(0.861)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
WBSCR22SNVMissense_Mutationnovelc.271N>Tp.Ala91Serp.A91SO43709protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-B6-A0RS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
WBSCR22SNVMissense_Mutationnovelc.265G>Ap.Asp89Asnp.D89NO43709protein_codingtolerated(0.42)benign(0.163)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
WBSCR22SNVMissense_Mutationc.626C>Tp.Ser209Leup.S209LO43709protein_codingtolerated(0.07)benign(0.16)TCGA-BH-A0HL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
WBSCR22insertionNonsense_Mutationnovelc.874_875insTGGTCTAGCCCACCCCTAGTTTTCCTGGp.Arg292LeufsTer3p.R292Lfs*3O43709protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
WBSCR22SNVMissense_Mutationnovelc.382C>Tp.Leu128Phep.L128FO43709protein_codingdeleterious(0)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WBSCR22SNVMissense_Mutationnovelc.41N>Ap.Pro14Glnp.P14QO43709protein_codingdeleterious(0)probably_damaging(0.97)TCGA-C5-A8YR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
WBSCR22SNVMissense_Mutationc.533N>Tp.Ala178Valp.A178VO43709protein_codingdeleterious(0)probably_damaging(0.992)TCGA-DM-A28A-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
WBSCR22SNVMissense_Mutationnovelc.92G>Ap.Arg31Glnp.R31QO43709protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<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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