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: MYL4

Gene summary for MYL4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYL4

Gene ID

4635

Gene namemyosin light chain 4
Gene AliasALC1
Cytomap17q21.32
Gene Typeprotein-coding
GO ID

GO:0002026

UniProtAcc

P12829


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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
4635MYL4male-WTAHumanThyroidPTC1.61e-075.39e-020.1037
4635MYL4PTC01HumanThyroidPTC4.27e-051.97e-010.1899
4635MYL4PTC05HumanThyroidPTC2.15e-042.22e-010.2065
4635MYL4PTC06HumanThyroidPTC1.31e-147.93e-010.2057
4635MYL4PTC07HumanThyroidPTC1.29e-083.31e-010.2044
4635MYL4ATC2HumanThyroidATC1.79e-027.47e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GO:00434629ThyroidPTCregulation of ATPase activity23/596846/187237.89e-033.33e-0223
GO:00327817ThyroidPTCpositive regulation of ATPase activity15/596827/187239.19e-033.79e-0215
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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
MYL4SNVMissense_Mutationc.35N>Tp.Ala12Valp.A12VP12829protein_codingtolerated_low_confidence(0.2)benign(0)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MYL4insertionFrame_Shift_Insnovelc.346_347insCAGCp.Phe116SerfsTer19p.F116Sfs*19P12829protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MYL4insertionIn_Frame_Insnovelc.347_348insACTCGGGAGGCTGAGGCAGGAGAATTGp.Phe116delinsLeuLeuGlyArgLeuArgGlnGluAsnCysp.F116delinsLLGRLRQENCP12829protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MYL4SNVMissense_Mutationnovelc.20N>Tp.Glu7Valp.E7VP12829protein_codingtolerated_low_confidence(0.2)possibly_damaging(0.611)TCGA-ZJ-AB0H-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
MYL4SNVMissense_Mutationc.194N>Ap.Arg65Glnp.R65QP12829protein_codingtolerated(0.08)possibly_damaging(0.882)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
MYL4SNVMissense_Mutationrs374127769c.419N>Ap.Arg140Hisp.R140HP12829protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MYL4SNVMissense_Mutationrs146980908c.287N>Ap.Arg96Hisp.R96HP12829protein_codingdeleterious(0.04)benign(0.003)TCGA-G4-6586-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MYL4SNVMissense_Mutationrs375241929c.406N>Ap.Val136Metp.V136MP12829protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-EI-7004-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapyxelodaSD
MYL4SNVMissense_Mutationrs201579845c.200N>Tp.Pro67Leup.P67LP12829protein_codingtolerated(0.1)probably_damaging(0.966)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MYL4SNVMissense_Mutationrs111293783c.374N>Ap.Arg125Hisp.R125HP12829protein_codingdeleterious(0)possibly_damaging(0.886)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<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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