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: MEIS1

Gene summary for MEIS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MEIS1

Gene ID

4211

Gene nameMeis homeobox 1
Gene AliasMEIS1
Cytomap2p14
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

O00470


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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
4211MEIS1CA_HPV_1HumanCervixCC3.99e-08-2.84e-010.0264
4211MEIS1N_HPV_1HumanCervixN_HPV1.72e-03-2.53e-010.0079
4211MEIS1CCI_1HumanCervixCC5.81e-059.57e-010.528
4211MEIS1CCI_2HumanCervixCC1.19e-071.22e+000.5249
4211MEIS1CCI_3HumanCervixCC1.85e-098.81e-010.516
4211MEIS1sample3HumanCervixCC8.71e-03-2.26e-010.1387
4211MEIS1AEH-subject1HumanEndometriumAEH6.66e-124.88e-01-0.3059
4211MEIS1AEH-subject2HumanEndometriumAEH2.28e-214.89e-01-0.2525
4211MEIS1AEH-subject3HumanEndometriumAEH3.24e-061.28e-01-0.2576
4211MEIS1AEH-subject4HumanEndometriumAEH2.12e-092.59e-01-0.2657
4211MEIS1AEH-subject5HumanEndometriumAEH2.89e-072.25e-01-0.2953
4211MEIS1EEC-subject1HumanEndometriumEEC1.00e-063.00e-01-0.2682
4211MEIS1EEC-subject2HumanEndometriumEEC5.89e-337.70e-01-0.2607
4211MEIS1EEC-subject3HumanEndometriumEEC1.12e-19-3.71e-01-0.2525
4211MEIS1EEC-subject4HumanEndometriumEEC1.17e-051.33e-01-0.2571
4211MEIS1EEC-subject5HumanEndometriumEEC7.33e-093.60e-01-0.249
4211MEIS1GSM5276934HumanEndometriumEEC7.91e-19-3.73e-01-0.0913
4211MEIS1GSM5276935HumanEndometriumEEC1.21e-15-3.56e-01-0.123
4211MEIS1GSM5276937HumanEndometriumEEC4.67e-14-3.86e-01-0.0897
4211MEIS1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.38e-21-1.41e-02-0.1869
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
∗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:003009910CervixCCmyeloid cell differentiation83/2311381/187231.31e-076.42e-0683
GO:190370610CervixCCregulation of hemopoiesis80/2311367/187232.14e-079.55e-0680
GO:004563710CervixCCregulation of myeloid cell differentiation48/2311210/187231.49e-052.93e-0448
GO:00605375CervixCCmuscle tissue development76/2311403/187239.76e-051.27e-0376
GO:00147064CervixCCstriated muscle tissue development72/2311384/187231.76e-042.07e-0372
GO:0033002CervixCCmuscle cell proliferation49/2311248/187235.43e-045.24e-0349
GO:00486386CervixCCregulation of developmental growth61/2311330/187237.69e-046.85e-0361
GO:0014855CervixCCstriated muscle cell proliferation18/231176/187234.45e-032.71e-0218
GO:0150063CervixCCvisual system development63/2311375/187236.58e-033.65e-0263
GO:0001654CervixCCeye development62/2311371/187237.83e-034.13e-0262
GO:0045665CervixCCnegative regulation of neuron differentiation16/231169/187238.75e-034.48e-0216
GO:0048880CervixCCsensory system development63/2311381/187239.29e-034.66e-0263
GO:003009925CervixN_HPVmyeloid cell differentiation33/534381/187231.61e-082.52e-0633
GO:004563723CervixN_HPVregulation of myeloid cell differentiation21/534210/187236.68e-074.00e-0521
GO:190370623CervixN_HPVregulation of hemopoiesis29/534367/187238.22e-074.74e-0529
GO:00615151CervixN_HPVmyeloid cell development10/53471/187233.17e-058.16e-0410
GO:00987511CervixN_HPVbone cell development7/53434/187234.07e-059.70e-047
GO:00603482CervixN_HPVbone development15/534205/187238.27e-041.02e-0215
GO:0030219CervixN_HPVmegakaryocyte differentiation6/53457/187235.54e-033.94e-026
GO:006053722CervixN_HPVmuscle tissue development21/534403/187236.10e-034.21e-0221
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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
MEIS1BASCervixCCMEIS1-AS2,LINC01798,PECAM1, etc.8.26e-04The 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.
MEIS1COLCervixCCMEIS1-AS2,LINC01798,PECAM1, etc.5.12e-03The 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.
MEIS1MESCervixN_HPVMEIS1-AS2,LINC01798,PECAM1, etc.4.56e-02The 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.
MEIS1CTColorectumSERSPIB,ADCY5,NBPF19, etc.6.67e-02The 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.
MEIS1PERILungIACNCALD,SETBP1,PRICKLE2, etc.4.60e-01The 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.
MEIS1STMPancreasHealthyAC091607.2,NLK,TDRD3, etc.5.19e-02The 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.
MEIS1EEStomachCAGMEIS2,GAST,ERO1B, etc.1.67e-01The 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.
MEIS1EEStomachCSGMEIS2,GAST,ERO1B, etc.2.47e-01The 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.
MEIS1A.XStomachGCMEIS2,GAST,ERO1B, etc.7.35e-02The 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.
MEIS1EEStomachSIMMEIS2,GAST,ERO1B, etc.1.13e-01The 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.
∗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
MEIS1SNVMissense_Mutationnovelc.1051N>Ap.Asp351Asnp.D351NO00470protein_codingdeleterious(0)benign(0.057)TCGA-5L-AAT0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
MEIS1SNVMissense_Mutationc.826N>Tp.Arg276Cysp.R276CO00470protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
MEIS1SNVMissense_Mutationnovelc.220N>Tp.Asp74Tyrp.D74YO00470protein_codingdeleterious(0)probably_damaging(0.968)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MEIS1SNVMissense_Mutationnovelc.883N>Gp.Leu295Valp.L295VO00470protein_codingdeleterious(0)probably_damaging(0.997)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
MEIS1deletionFrame_Shift_Delc.921_927delGTTGGCAp.Gln307HisfsTer11p.Q307Hfs*11O00470protein_codingTCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MEIS1insertionFrame_Shift_Insnovelc.522_523insTGTATCTTTGCp.Ser175CysfsTer7p.S175Cfs*7O00470protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MEIS1insertionNonsense_Mutationnovelc.524_525insATGATTCAAGCCATACAAGTATTAAGGTTTCATp.Ser175delinsArgTerPheLysProTyrLysTyrTerGlyPheIlep.S175delinsR*FKPYKY*GFIO00470protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MEIS1SNVMissense_Mutationc.140N>Gp.Ser47Trpp.S47WO00470protein_codingtolerated(0.12)possibly_damaging(0.708)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MEIS1SNVMissense_Mutationrs780370917c.178N>Ap.Ala60Thrp.A60TO00470protein_codingtolerated(0.18)benign(0.003)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MEIS1SNVMissense_Mutationc.65C>Tp.Thr22Metp.T22MO00470protein_codingdeleterious(0.02)possibly_damaging(0.508)TCGA-A6-4105-01Colorectumcolon adenocarcinomaMale>=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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