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: WBSCR27

Gene summary for WBSCR27

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WBSCR27

Gene ID

155368

Gene namemethyltransferase like 27
Gene AliasWBSCR27
Cytomap7q11.23
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q8N6F8


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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
155368WBSCR27P2T-EHumanEsophagusESCC1.39e-061.90e-010.1177
155368WBSCR27P4T-EHumanEsophagusESCC5.78e-256.32e-010.1323
155368WBSCR27P5T-EHumanEsophagusESCC1.65e-041.23e-010.1327
155368WBSCR27P8T-EHumanEsophagusESCC4.77e-051.16e-010.0889
155368WBSCR27P9T-EHumanEsophagusESCC1.80e-061.72e-010.1131
155368WBSCR27P12T-EHumanEsophagusESCC1.99e-295.46e-010.1122
155368WBSCR27P15T-EHumanEsophagusESCC1.02e-195.05e-010.1149
155368WBSCR27P16T-EHumanEsophagusESCC2.19e-112.80e-010.1153
155368WBSCR27P19T-EHumanEsophagusESCC7.67e-034.46e-010.1662
155368WBSCR27P20T-EHumanEsophagusESCC1.68e-101.30e-010.1124
155368WBSCR27P21T-EHumanEsophagusESCC2.34e-245.56e-010.1617
155368WBSCR27P22T-EHumanEsophagusESCC3.17e-142.78e-010.1236
155368WBSCR27P23T-EHumanEsophagusESCC2.45e-061.61e-010.108
155368WBSCR27P26T-EHumanEsophagusESCC5.23e-204.05e-010.1276
155368WBSCR27P27T-EHumanEsophagusESCC1.83e-153.30e-010.1055
155368WBSCR27P28T-EHumanEsophagusESCC1.80e-184.32e-010.1149
155368WBSCR27P30T-EHumanEsophagusESCC1.93e-062.64e-010.137
155368WBSCR27P31T-EHumanEsophagusESCC3.01e-143.20e-010.1251
155368WBSCR27P32T-EHumanEsophagusESCC6.30e-112.73e-010.1666
155368WBSCR27P36T-EHumanEsophagusESCC4.30e-021.52e-010.1187
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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
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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
WBSCR27SNVMissense_Mutationc.244N>Cp.Ala82Prop.A82PQ8N6F8protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
WBSCR27SNVMissense_Mutationnovelc.124G>Ap.Asp42Asnp.D42NQ8N6F8protein_codingdeleterious(0)possibly_damaging(0.873)TCGA-A7-A56D-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
WBSCR27SNVMissense_Mutationc.626N>Tp.Ser209Ilep.S209IQ8N6F8protein_codingdeleterious_low_confidence(0.01)benign(0.28)TCGA-BH-A18T-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
WBSCR27SNVMissense_Mutationrs779071025c.607N>Tp.Arg203Cysp.R203CQ8N6F8protein_codingdeleterious(0)benign(0)TCGA-BH-A1F0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
WBSCR27insertionFrame_Shift_Insnovelc.662_663insATATp.Leu222TyrfsTer37p.L222Yfs*37Q8N6F8protein_codingTCGA-AN-A0AM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
WBSCR27insertionFrame_Shift_Insnovelc.661_662insACGCTGTTTTCTGTATATGGGTTTACCCTCCAACCp.Ser221TyrfsTer35p.S221Yfs*35Q8N6F8protein_codingTCGA-AN-A0AM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
WBSCR27insertionFrame_Shift_Insnovelc.517_518insTACGCTGTTTTCTGTATATGGGTTTp.Asn173IlefsTer93p.N173Ifs*93Q8N6F8protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
WBSCR27SNVMissense_Mutationc.590N>Cp.Val197Alap.V197AQ8N6F8protein_codingtolerated(0.45)benign(0.001)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
WBSCR27SNVMissense_Mutationc.707N>Gp.Glu236Glyp.E236GQ8N6F8protein_codingtolerated_low_confidence(0.2)benign(0)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WBSCR27SNVMissense_Mutationrs781956542c.15N>Tp.Glu5Aspp.E5DQ8N6F8protein_codingtolerated(0.15)benign(0.437)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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