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: MYADM

Gene summary for MYADM

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYADM

Gene ID

91663

Gene namemyeloid associated differentiation marker
Gene AliasSB135
Cytomap19q13.42
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

A0A024R4N0


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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
91663MYADMCA_HPV_2HumanCervixCC2.85e-085.29e-010.0391
91663MYADMHSIL_HPV_2HumanCervixHSIL_HPV2.38e-02-2.78e-010.0208
91663MYADMN_HPV_1HumanCervixN_HPV9.61e-033.15e-010.0079
91663MYADMCCI_1HumanCervixCC1.25e-03-4.65e-010.528
91663MYADMCCI_2HumanCervixCC2.44e-05-4.85e-010.5249
91663MYADMCCI_3HumanCervixCC2.45e-08-4.85e-010.516
91663MYADMCCII_1HumanCervixCC1.91e-09-4.74e-010.3249
91663MYADMTumorHumanCervixCC6.17e-26-4.85e-010.1241
91663MYADMsample1HumanCervixCC3.13e-07-4.63e-010.0959
91663MYADMsample3HumanCervixCC7.30e-28-4.84e-010.1387
91663MYADMH2HumanCervixHSIL_HPV1.55e-03-3.41e-010.0632
91663MYADML1HumanCervixCC7.01e-06-3.75e-010.0802
91663MYADMT1HumanCervixCC1.16e-22-4.85e-010.0918
91663MYADMT3HumanCervixCC1.05e-26-4.85e-010.1389
91663MYADMHTA11_3410_2000001011HumanColorectumAD1.38e-041.73e-010.0155
91663MYADMHTA11_2951_2000001011HumanColorectumAD1.37e-043.64e-010.0216
91663MYADMHTA11_1938_2000001011HumanColorectumAD5.11e-073.26e-01-0.0811
91663MYADMHTA11_78_2000001011HumanColorectumAD1.31e-032.17e-01-0.1088
91663MYADMHTA11_347_2000001011HumanColorectumAD3.38e-175.08e-01-0.1954
91663MYADMHTA11_411_2000001011HumanColorectumSER2.08e-036.35e-01-0.2602
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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
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
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:003253532Oral cavityNEOLPregulation of cellular component size73/2005383/187236.70e-071.93e-0573
GO:002240724Oral cavityNEOLPregulation of cell-cell adhesion81/2005448/187231.54e-063.83e-0581
GO:000815431Oral cavityNEOLPactin polymerization or depolymerization47/2005218/187232.11e-064.91e-0547
GO:001072031Oral cavityNEOLPpositive regulation of cell development59/2005298/187232.21e-065.13e-0559
GO:003133332Oral cavityNEOLPnegative regulation of protein-containing complex assembly34/2005141/187234.15e-068.99e-0534
GO:007265931Oral cavityNEOLPprotein localization to plasma membrane56/2005284/187234.51e-069.60e-0556
GO:000315823Oral cavityNEOLPendothelium development33/2005136/187234.94e-061.04e-0433
GO:000806432Oral cavityNEOLPregulation of actin polymerization or depolymerization41/2005188/187236.83e-061.36e-0441
GO:003083232Oral cavityNEOLPregulation of actin filament length41/2005189/187237.83e-061.54e-0441
GO:199077831Oral cavityNEOLPprotein localization to cell periphery62/2005333/187239.84e-061.86e-0462
GO:003004132Oral cavityNEOLPactin filament polymerization41/2005191/187231.03e-051.94e-0441
GO:003083332Oral cavityNEOLPregulation of actin filament polymerization38/2005172/187231.07e-051.98e-0438
GO:000206424Oral cavityNEOLPepithelial cell development45/2005220/187231.45e-052.54e-0445
GO:000716223Oral cavityNEOLPnegative regulation of cell adhesion57/2005303/187231.62e-052.79e-0457
GO:003157931Oral cavityNEOLPmembrane raft organization11/200525/187232.21e-053.60e-0411
GO:190290433Oral cavityNEOLPnegative regulation of supramolecular fiber organization36/2005167/187233.15e-054.76e-0436
GO:001081125Oral cavityNEOLPpositive regulation of cell-substrate adhesion29/2005123/187233.23e-054.84e-0429
GO:000736921Oral cavityNEOLPgastrulation38/2005185/187235.90e-057.93e-0438
GO:190002433Oral cavityNEOLPregulation of substrate adhesion-dependent cell spreading17/200557/187236.31e-058.33e-0417
GO:004544622Oral cavityNEOLPendothelial cell differentiation27/2005118/187231.03e-041.24e-0327
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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
MYADMSNVMissense_Mutationc.884N>Tp.Ala295Valp.A295VQ96S97protein_codingtolerated(0.08)possibly_damaging(0.589)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MYADMinsertionFrame_Shift_Insnovelc.148_149insACCACACCCGGp.Ala50AspfsTer33p.A50Dfs*33Q96S97protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MYADMSNVMissense_Mutationc.7G>Ap.Val3Metp.V3MQ96S97protein_codingtolerated_low_confidence(0.17)benign(0.295)TCGA-C5-A1MQ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
MYADMSNVMissense_Mutationnovelc.415G>Ap.Ala139Thrp.A139TQ96S97protein_codingtolerated(0.33)possibly_damaging(0.68)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MYADMSNVMissense_Mutationrs775841521c.398N>Tp.Ser133Leup.S133LQ96S97protein_codingtolerated(0.63)benign(0.092)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MYADMSNVMissense_Mutationnovelc.136N>Gp.Ser46Alap.S46AQ96S97protein_codingtolerated(0.13)probably_damaging(0.989)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MYADMSNVMissense_Mutationc.410N>Tp.Ala137Valp.A137VQ96S97protein_codingtolerated(0.1)possibly_damaging(0.657)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MYADMSNVMissense_Mutationrs776582147c.899N>Tp.Thr300Metp.T300MQ96S97protein_codingdeleterious(0)probably_damaging(1)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MYADMSNVMissense_Mutationc.584N>Gp.Asn195Serp.N195SQ96S97protein_codingtolerated(0.63)benign(0)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MYADMSNVMissense_Mutationc.805N>Ap.Gly269Serp.G269SQ96S97protein_codingdeleterious(0.01)benign(0.164)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=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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