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: LSM14B

Gene summary for LSM14B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LSM14B

Gene ID

149986

Gene nameLSM family member 14B
Gene AliasC20orf40
Cytomap20q13.33
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

Q9BX40


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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
149986LSM14BLZE2THumanEsophagusESCC1.47e-043.17e-010.082
149986LSM14BLZE7THumanEsophagusESCC5.57e-039.39e-020.0667
149986LSM14BLZE24THumanEsophagusESCC3.18e-075.35e-020.0596
149986LSM14BP2T-EHumanEsophagusESCC1.89e-091.50e-010.1177
149986LSM14BP4T-EHumanEsophagusESCC9.63e-111.24e-010.1323
149986LSM14BP5T-EHumanEsophagusESCC2.61e-061.04e-010.1327
149986LSM14BP8T-EHumanEsophagusESCC1.53e-076.05e-020.0889
149986LSM14BP9T-EHumanEsophagusESCC2.25e-064.15e-020.1131
149986LSM14BP10T-EHumanEsophagusESCC2.37e-141.94e-010.116
149986LSM14BP11T-EHumanEsophagusESCC1.29e-101.77e-010.1426
149986LSM14BP12T-EHumanEsophagusESCC9.20e-102.06e-010.1122
149986LSM14BP15T-EHumanEsophagusESCC5.98e-101.18e-010.1149
149986LSM14BP16T-EHumanEsophagusESCC1.29e-181.58e-010.1153
149986LSM14BP17T-EHumanEsophagusESCC6.01e-037.85e-020.1278
149986LSM14BP20T-EHumanEsophagusESCC8.07e-152.05e-010.1124
149986LSM14BP21T-EHumanEsophagusESCC2.52e-111.18e-010.1617
149986LSM14BP22T-EHumanEsophagusESCC1.06e-057.81e-020.1236
149986LSM14BP23T-EHumanEsophagusESCC1.94e-161.61e-010.108
149986LSM14BP24T-EHumanEsophagusESCC1.06e-031.20e-010.1287
149986LSM14BP26T-EHumanEsophagusESCC5.57e-101.28e-010.1276
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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
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
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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
LSM14BSNVMissense_Mutationc.1076N>Cp.Arg359Prop.R359PQ9BX40protein_codingdeleterious(0.02)possibly_damaging(0.615)TCGA-AN-A04D-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LSM14BSNVMissense_Mutationc.154N>Tp.Pro52Serp.P52SQ9BX40protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AR-A251-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
LSM14BSNVMissense_Mutationc.842A>Tp.Lys281Metp.K281MQ9BX40protein_codingdeleterious(0)possibly_damaging(0.905)TCGA-E9-A1RH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilSD
LSM14BSNVMissense_Mutationrs755543275c.995N>Ap.Arg332Glnp.R332QQ9BX40protein_codingdeleterious(0)probably_damaging(0.994)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LSM14BSNVMissense_Mutationnovelc.241N>Cp.Glu81Glnp.E81QQ9BX40protein_codingdeleterious(0)probably_damaging(0.996)TCGA-JW-AAVH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LSM14BSNVMissense_Mutationc.1009N>Ap.Glu337Lysp.E337KQ9BX40protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
LSM14BSNVMissense_Mutationnovelc.216N>Ap.Ser72Argp.S72RQ9BX40protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
LSM14BSNVMissense_Mutationnovelc.39G>Tp.Lys13Asnp.K13NQ9BX40protein_codingdeleterious(0.01)possibly_damaging(0.729)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
LSM14BSNVMissense_Mutationc.152G>Ap.Arg51Hisp.R51HQ9BX40protein_codingdeleterious(0)probably_damaging(0.998)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LSM14BSNVMissense_Mutationnovelc.412N>Ap.Ala138Thrp.A138TQ9BX40protein_codingtolerated(0.08)benign(0.078)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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