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: MYO9B

Gene summary for MYO9B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYO9B

Gene ID

4650

Gene namemyosin IXB
Gene AliasCELIAC4
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0006928

UniProtAcc

Q4LE74


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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
4650MYO9BCCI_1HumanCervixCC1.44e-057.07e-010.528
4650MYO9BCCI_3HumanCervixCC1.55e-066.44e-010.516
4650MYO9BAEH-subject1HumanEndometriumAEH2.81e-022.78e-01-0.3059
4650MYO9BAEH-subject2HumanEndometriumAEH3.50e-031.72e-01-0.2525
4650MYO9BAEH-subject4HumanEndometriumAEH1.56e-033.00e-01-0.2657
4650MYO9BEEC-subject5HumanEndometriumEEC1.11e-022.67e-01-0.249
4650MYO9BGSM5276934HumanEndometriumEEC1.09e-022.75e-01-0.0913
4650MYO9BGSM5276937HumanEndometriumEEC3.84e-032.82e-01-0.0897
4650MYO9BGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.80e-05-3.15e-02-0.1869
4650MYO9BGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.34e-07-4.88e-02-0.1875
4650MYO9BGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC7.83e-05-5.59e-02-0.1883
4650MYO9BGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.71e-04-7.84e-02-0.1934
4650MYO9BGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.94e-06-8.93e-02-0.1917
4650MYO9BGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC8.72e-09-1.23e-01-0.1916
4650MYO9BGSM6177623_NYU_UCEC3_VisHumanEndometriumEEC5.36e-032.89e-01-0.1269
4650MYO9BLZE4THumanEsophagusESCC2.58e-031.18e-010.0811
4650MYO9BLZE7THumanEsophagusESCC3.21e-115.16e-010.0667
4650MYO9BLZE20THumanEsophagusESCC4.04e-021.08e-010.0662
4650MYO9BLZE22THumanEsophagusESCC6.20e-053.02e-010.068
4650MYO9BLZE24THumanEsophagusESCC1.20e-062.32e-010.0596
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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
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
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:00510566CervixCCregulation of small GTPase mediated signal transduction75/2311302/187231.54e-091.74e-0775
GO:00072656CervixCCRas protein signal transduction79/2311337/187239.49e-097.77e-0779
GO:00072666CervixCCRho protein signal transduction35/2311137/187231.77e-053.33e-0435
GO:00465785CervixCCregulation of Ras protein signal transduction44/2311189/187232.05e-053.73e-0444
GO:00350235CervixCCregulation of Rho protein signal transduction22/231186/187235.93e-045.60e-0322
GO:00300487CervixCCactin filament-based movement29/2311127/187236.91e-046.33e-0329
GO:00510567EndometriumAEHregulation of small GTPase mediated signal transduction59/2100302/187231.43e-053.03e-0459
GO:00300488EndometriumAEHactin filament-based movement31/2100127/187232.10e-054.14e-0431
GO:00072657EndometriumAEHRas protein signal transduction63/2100337/187233.09e-055.66e-0463
GO:00465786EndometriumAEHregulation of Ras protein signal transduction36/2100189/187231.01e-038.97e-0336
GO:00072667EndometriumAEHRho protein signal transduction28/2100137/187231.17e-031.01e-0228
GO:00350236EndometriumAEHregulation of Rho protein signal transduction18/210086/187236.39e-033.79e-0218
GO:005105612EndometriumEECregulation of small GTPase mediated signal transduction61/2168302/187239.42e-062.08e-0461
GO:003004814EndometriumEECactin filament-based movement31/2168127/187233.90e-056.56e-0431
GO:000726513EndometriumEECRas protein signal transduction64/2168337/187234.31e-057.10e-0464
GO:000726613EndometriumEECRho protein signal transduction30/2168137/187234.05e-044.31e-0330
GO:004657813EndometriumEECregulation of Ras protein signal transduction37/2168189/187239.23e-048.32e-0337
GO:003502313EndometriumEECregulation of Rho protein signal transduction20/216886/187231.65e-031.29e-0220
GO:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:000726610EsophagusESCCRho protein signal transduction81/8552137/187231.03e-035.20e-0381
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa048144EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa0481411EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa048145Oral cavityNEOLPMotor proteins37/1112193/84651.06e-023.54e-022.22e-0237
hsa0481412Oral cavityNEOLPMotor proteins37/1112193/84651.06e-023.54e-022.22e-0237
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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
MYO9BSNVMissense_Mutationrs765947052c.304N>Ap.Glu102Lysp.E102KQ13459protein_codingtolerated(0.35)benign(0.003)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MYO9BSNVMissense_Mutationnovelc.364N>Gp.His122Aspp.H122DQ13459protein_codingtolerated(0.07)benign(0.045)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MYO9BSNVMissense_Mutationc.4836N>Tp.Lys1612Asnp.K1612NQ13459protein_codingdeleterious(0)probably_damaging(0.994)TCGA-BH-A0EB-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MYO9BSNVMissense_Mutationc.3385N>Tp.Pro1129Serp.P1129SQ13459protein_codingtolerated(0.45)benign(0)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MYO9BSNVMissense_Mutationrs751354042c.4186N>Ap.Ala1396Thrp.A1396TQ13459protein_codingtolerated(0.71)benign(0)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MYO9BSNVMissense_Mutationc.5704G>Ap.Glu1902Lysp.E1902KQ13459protein_codingdeleterious(0)probably_damaging(0.986)TCGA-BH-A1FC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MYO9BSNVMissense_Mutationc.4735N>Ap.Glu1579Lysp.E1579KQ13459protein_codingtolerated(0.2)benign(0.021)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MYO9BinsertionFrame_Shift_Insnovelc.3411_3412insACTGTCTCTAAAAGCAAAAp.His1138ThrfsTer18p.H1138Tfs*18Q13459protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
MYO9BSNVMissense_Mutationc.1373N>Tp.Thr458Metp.T458MQ13459protein_codingdeleterious(0.03)probably_damaging(0.995)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MYO9BSNVMissense_Mutationrs767106410c.4738N>Tp.Arg1580Cysp.R1580CQ13459protein_codingdeleterious(0.01)possibly_damaging(0.794)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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
4650MYO9BNASALTVOLANESORSEN SODIUM8987990
4650MYO9BNASTREPTOZOTOCINSTREPTOZOCIN2523196
4650MYO9BNAPTHRP10985428
4650MYO9BNAWORTMANNINWORTMANNIN15823093
4650MYO9BNATESTOSTERONETESTOSTERONE8409979
4650MYO9BNAPROPYLTHIOURACILPROPYLTHIOURACIL3989729
4650MYO9BNACAPTOPRILCAPTOPRIL10052650
4650MYO9BNAFELODIPINEFELODIPINE2833901
4650MYO9BNACAFFEINECAFFEINE8495738
4650MYO9BNANIFEDIPINENIFEDIPINE3161480
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