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: OMA1

Gene summary for OMA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OMA1

Gene ID

115209

Gene nameOMA1 zinc metallopeptidase
Gene Alias2010001O09Rik
Cytomap1p32.2-p32.1
Gene Typeprotein-coding
GO ID

GO:0001659

UniProtAcc

Q96E52


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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
115209OMA1male-WTAHumanThyroidPTC2.60e-084.99e-020.1037
115209OMA1PTC01HumanThyroidPTC6.09e-091.56e-010.1899
115209OMA1PTC04HumanThyroidPTC1.52e-101.04e-010.1927
115209OMA1PTC05HumanThyroidPTC4.79e-125.29e-010.2065
115209OMA1PTC06HumanThyroidPTC2.50e-245.84e-010.2057
115209OMA1PTC07HumanThyroidPTC6.17e-224.01e-010.2044
115209OMA1ATC12HumanThyroidATC4.88e-02-6.75e-030.34
115209OMA1ATC13HumanThyroidATC2.80e-147.09e-020.34
115209OMA1ATC4HumanThyroidATC4.04e-02-2.87e-030.34
115209OMA1ATC5HumanThyroidATC7.46e-128.94e-020.34
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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:0033108111ThyroidPTCmitochondrial respiratory chain complex assembly65/596893/187235.60e-143.21e-1265
GO:000700624ThyroidPTCmitochondrial membrane organization68/5968116/187232.47e-096.88e-0868
GO:0010639112ThyroidPTCnegative regulation of organelle organization163/5968348/187233.04e-098.39e-08163
GO:001082124ThyroidPTCregulation of mitochondrion organization78/5968144/187232.38e-085.43e-0778
GO:0031667113ThyroidPTCresponse to nutrient levels201/5968474/187237.00e-071.10e-05201
GO:005160420ThyroidPTCprotein maturation132/5968294/187231.71e-062.39e-05132
GO:00482846ThyroidPTCorganelle fusion71/5968141/187233.68e-064.70e-0571
GO:001931810ThyroidPTChexose metabolic process108/5968237/187236.42e-067.65e-05108
GO:000599614ThyroidPTCmonosaccharide metabolic process115/5968257/187239.36e-061.05e-04115
GO:014046714ThyroidPTCintegrated stress response signaling17/596822/187231.58e-051.67e-0417
GO:00065156ThyroidPTCprotein quality control for misfolded or incompletely synthesized proteins20/596828/187232.01e-052.04e-0420
GO:000600615ThyroidPTCglucose metabolic process90/5968196/187232.54e-052.50e-0490
GO:00070078ThyroidPTCinner mitochondrial membrane organization24/596838/187237.14e-056.19e-0424
GO:00164859ThyroidPTCprotein processing95/5968225/187236.60e-044.15e-0395
GO:00349822ThyroidPTCmitochondrial protein processing10/596813/187231.11e-036.51e-0310
GO:001082318ThyroidPTCnegative regulation of mitochondrion organization25/596849/187234.09e-031.95e-0225
GO:010610613ThyroidPTCcold-induced thermogenesis61/5968144/187235.08e-032.35e-0261
GO:012016113ThyroidPTCregulation of cold-induced thermogenesis61/5968144/187235.08e-032.35e-0261
GO:00080534ThyroidPTCmitochondrial fusion15/596827/187239.19e-033.79e-0215
GO:199084513ThyroidPTCadaptive thermogenesis64/5968157/187231.14e-024.50e-0264
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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
OMA1SNVMissense_Mutationc.304N>Ap.Asp102Asnp.D102NQ96E52protein_codingtolerated_low_confidence(0.41)benign(0)TCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
OMA1SNVMissense_Mutationrs768227326c.1503N>Ap.Met501Ilep.M501IQ96E52protein_codingtolerated(0.19)benign(0.011)TCGA-A7-A26J-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
OMA1SNVMissense_Mutationc.244N>Gp.Leu82Valp.L82VQ96E52protein_codingtolerated_low_confidence(0.07)benign(0.03)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
OMA1SNVMissense_Mutationrs369792266c.53G>Ap.Arg18Glnp.R18QQ96E52protein_codingtolerated_low_confidence(0.28)benign(0.003)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
OMA1SNVMissense_Mutationc.982G>Ap.Glu328Lysp.E328KQ96E52protein_codingdeleterious(0)probably_damaging(1)TCGA-E9-A1ND-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
OMA1insertionIn_Frame_Insnovelc.971_972insGGGCAAp.Leu324_Leu325insGlyAsnp.L324_L325insGNQ96E52protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
OMA1SNVMissense_Mutationc.1381G>Ap.Glu461Lysp.E461KQ96E52protein_codingtolerated(0.07)benign(0.001)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
OMA1SNVMissense_Mutationnovelc.1462N>Cp.Ser488Prop.S488PQ96E52protein_codingdeleterious(0.03)benign(0.143)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
OMA1SNVMissense_Mutationrs181552885c.106N>Tp.Arg36Trpp.R36WQ96E52protein_codingdeleterious_low_confidence(0.02)benign(0.109)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
OMA1SNVMissense_Mutationc.1491G>Tp.Lys497Asnp.K497NQ96E52protein_codingdeleterious(0.05)benign(0.077)TCGA-AA-3977-01Colorectumcolon 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
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