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: MYLIP

Gene summary for MYLIP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYLIP

Gene ID

29116

Gene namemyosin regulatory light chain interacting protein
Gene AliasIDOL
Cytomap6p22.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q8WY64


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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
29116MYLIPHTA11_3410_2000001011HumanColorectumAD5.49e-033.08e-020.0155
29116MYLIPHTA11_1938_2000001011HumanColorectumAD6.37e-042.60e-01-0.0811
29116MYLIPHTA11_866_3004761011HumanColorectumAD5.60e-083.75e-010.096
29116MYLIPHTA11_7696_3000711011HumanColorectumAD1.52e-032.61e-010.0674
29116MYLIPHTA11_99999965104_69814HumanColorectumMSS9.71e-127.07e-010.281
29116MYLIPHTA11_99999971662_82457HumanColorectumMSS4.45e-085.04e-010.3859
29116MYLIPA002-C-205HumanColorectumFAP1.43e-02-1.58e-01-0.1236
29116MYLIPA015-C-104HumanColorectumFAP7.32e-04-2.15e-01-0.1899
29116MYLIPA002-C-016HumanColorectumFAP9.51e-03-1.63e-010.0521
29116MYLIPA002-C-116HumanColorectumFAP8.21e-04-1.67e-01-0.0452
29116MYLIPA018-E-020HumanColorectumFAP1.74e-02-1.76e-01-0.2034
29116MYLIPAEH-subject1HumanEndometriumAEH2.19e-031.81e-01-0.3059
29116MYLIPAEH-subject2HumanEndometriumAEH2.61e-051.53e-03-0.2525
29116MYLIPAEH-subject4HumanEndometriumAEH2.86e-024.96e-02-0.2657
29116MYLIPAEH-subject5HumanEndometriumAEH4.62e-05-2.47e-01-0.2953
29116MYLIPEEC-subject1HumanEndometriumEEC5.02e-04-1.83e-02-0.2682
29116MYLIPEEC-subject2HumanEndometriumEEC5.42e-09-3.14e-01-0.2607
29116MYLIPEEC-subject3HumanEndometriumEEC4.47e-19-3.52e-01-0.2525
29116MYLIPGSM5276934HumanEndometriumEEC2.66e-21-4.48e-01-0.0913
29116MYLIPGSM5276935HumanEndometriumEEC1.99e-06-2.91e-01-0.123
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:0042176ColorectumADregulation of protein catabolic process160/3918391/187231.06e-197.34e-17160
GO:0009896ColorectumADpositive regulation of catabolic process180/3918492/187234.33e-161.94e-13180
GO:1903362ColorectumADregulation of cellular protein catabolic process109/3918255/187232.14e-156.08e-13109
GO:0045732ColorectumADpositive regulation of protein catabolic process92/3918231/187233.85e-114.47e-0992
GO:0031647ColorectumADregulation of protein stability108/3918298/187236.33e-105.08e-08108
GO:0043112ColorectumADreceptor metabolic process62/3918166/187238.18e-072.85e-0562
GO:0010975ColorectumADregulation of neuron projection development129/3918445/187232.88e-055.37e-04129
GO:0031345ColorectumADnegative regulation of cell projection organization58/3918186/187236.37e-046.58e-0358
GO:0010977ColorectumADnegative regulation of neuron projection development43/3918137/187232.60e-031.97e-0243
GO:0032801ColorectumADreceptor catabolic process12/391828/187237.21e-034.39e-0212
GO:00421762ColorectumMSSregulation of protein catabolic process145/3467391/187232.03e-181.17e-15145
GO:00098962ColorectumMSSpositive regulation of catabolic process163/3467492/187233.10e-159.22e-13163
GO:19033622ColorectumMSSregulation of cellular protein catabolic process99/3467255/187231.90e-145.37e-1299
GO:00316472ColorectumMSSregulation of protein stability103/3467298/187232.52e-113.49e-09103
GO:00457322ColorectumMSSpositive regulation of protein catabolic process85/3467231/187233.66e-114.57e-0985
GO:00431121ColorectumMSSreceptor metabolic process57/3467166/187238.47e-072.97e-0557
GO:00109752ColorectumMSSregulation of neuron projection development115/3467445/187236.91e-051.20e-03115
GO:00313452ColorectumMSSnegative regulation of cell projection organization54/3467186/187233.03e-043.96e-0354
GO:00328011ColorectumMSSreceptor catabolic process12/346728/187232.53e-032.02e-0212
GO:00109771ColorectumMSSnegative regulation of neuron projection development39/3467137/187232.86e-032.22e-0239
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049792LiverCirrhoticCholesterol metabolism30/253051/84651.59e-051.39e-048.60e-0530
hsa049793LiverCirrhoticCholesterol metabolism30/253051/84651.59e-051.39e-048.60e-0530
hsa049794LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
hsa049795LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
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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
MYLIPSNVMissense_Mutationc.1078N>Ap.Cys360Serp.C360SQ8WY64protein_codingtolerated(0.32)benign(0.091)TCGA-D8-A1XS-01Breastbreast invasive carcinomaMale<65III/IVChemotherapyadriamycin+cyclophosphamideSD
MYLIPSNVMissense_Mutationc.568N>Tp.His190Tyrp.H190YQ8WY64protein_codingtolerated(0.15)probably_damaging(0.988)TCGA-GM-A3NW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
MYLIPinsertionFrame_Shift_Insnovelc.1126_1127insGTp.Glu376GlyfsTer7p.E376Gfs*7Q8WY64protein_codingTCGA-AN-A0FK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
MYLIPinsertionIn_Frame_Insnovelc.1127_1128insTACAACTAGGAGGGGCTTAAACAGGATp.Glu376delinsAspThrThrArgArgGlyLeuAsnArgMetp.E376delinsDTTRRGLNRMQ8WY64protein_codingTCGA-AN-A0FK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
MYLIPinsertionNonsense_Mutationnovelc.1093_1094insGATAp.Leu366Terp.L366*Q8WY64protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
MYLIPdeletionFrame_Shift_Delnovelc.492delNp.Thr166ProfsTer22p.T166Pfs*22Q8WY64protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
MYLIPSNVMissense_Mutationnovelc.4C>Ap.Leu2Metp.L2MQ8WY64protein_codingtolerated(0.12)possibly_damaging(0.879)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MYLIPSNVMissense_Mutationnovelc.889G>Ap.Ala297Thrp.A297TQ8WY64protein_codingtolerated(0.07)probably_damaging(0.989)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MYLIPSNVMissense_Mutationc.160N>Gp.Leu54Valp.L54VQ8WY64protein_codingtolerated(0.07)probably_damaging(0.994)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
MYLIPSNVMissense_Mutationc.1184N>Ap.Ile395Asnp.I395NQ8WY64protein_codingdeleterious(0)possibly_damaging(0.776)TCGA-D5-6928-01Colorectumcolon 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
29116MYLIPENZYMEatorvastatinATORVASTATIN25171759
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