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: YME1L1

Gene summary for YME1L1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

YME1L1

Gene ID

10730

Gene nameYME1 like 1 ATPase
Gene AliasFTSH
Cytomap10p12.1
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q96TA2


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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
10730YME1L1GSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor1.27e-034.16e-010.1608
10730YME1L1GSM5353227_PA_PR5199-193K_Pool_1_2_3_S55_L002HumanProstateTumor4.54e-023.28e-010.1602
10730YME1L1GSM5353232_PA_PR5249_T1_S3_L001HumanProstateTumor5.04e-073.04e-010.1439
10730YME1L1GSM5353240_PA_PR5254_T1_S15_L001HumanProstateTumor9.68e-054.00e-010.1575
10730YME1L1GSM5353243_PA_PR5261_T1_S23_L002HumanProstateTumor4.01e-061.69e-010.1545
10730YME1L1GSM5353244_PA_PR5261_T2_S24_L002HumanProstateTumor1.63e-021.90e-010.1569
10730YME1L1GSM5353248_PA_PR5269_4_S28_L002HumanProstateTumor3.02e-044.85e-010.1541
10730YME1L1P1_S1_AKHumanSkinAK6.47e-063.26e-01-0.3399
10730YME1L1P2_S3_AKHumanSkinAK3.95e-052.94e-01-0.3287
10730YME1L1P3_S6_AKHumanSkinAK3.08e-033.38e-01-0.3256
10730YME1L1P4_S8_cSCCHumanSkincSCC1.79e-042.40e-01-0.3095
10730YME1L1P5_S10_cSCCHumanSkincSCC1.26e-143.15e-01-0.299
10730YME1L1P1_cSCCHumanSkincSCC2.58e-249.14e-010.0292
10730YME1L1P2_cSCCHumanSkincSCC1.22e-124.35e-01-0.024
10730YME1L1P4_cSCCHumanSkincSCC1.92e-174.83e-01-0.00290000000000005
10730YME1L1P10_cSCCHumanSkincSCC2.86e-196.60e-010.1017
10730YME1L1Adj_PTCwithHT_6HumanThyroidHT1.22e-03-3.39e-010.02
10730YME1L1Adj_PTCwithHT_8HumanThyroidHT1.97e-05-3.61e-010.0267
10730YME1L1PTCwithHT_6HumanThyroidHT3.05e-03-3.62e-010.02
10730YME1L1PTCwithHT_8HumanThyroidHT1.41e-03-3.34e-010.0351
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:0006515ColorectumADprotein quality control for misfolded or incompletely synthesized proteins14/391828/187236.01e-046.33e-0314
GO:0051604ColorectumADprotein maturation85/3918294/187236.73e-046.91e-0385
GO:0016485ColorectumADprotein processing63/3918225/187236.77e-034.19e-0263
GO:00516044ColorectumCRCprotein maturation47/2078294/187236.52e-034.70e-0247
GO:005160417EsophagusHGINprotein maturation68/2587294/187239.77e-062.86e-0468
GO:00164857EsophagusHGINprotein processing49/2587225/187237.04e-049.52e-0349
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:001648514EsophagusESCCprotein processing134/8552225/187231.81e-051.60e-04134
GO:00065154EsophagusESCCprotein quality control for misfolded or incompletely synthesized proteins21/855228/187231.57e-037.33e-0321
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:00065153LiverNAFLDprotein quality control for misfolded or incompletely synthesized proteins10/188228/187232.46e-044.09e-0310
GO:00516046LiverCirrhoticprotein maturation121/4634294/187233.54e-101.68e-08121
GO:00164853LiverCirrhoticprotein processing85/4634225/187239.01e-061.32e-0485
GO:000651511LiverCirrhoticprotein quality control for misfolded or incompletely synthesized proteins16/463428/187232.53e-042.27e-0316
GO:005160412LiverHCCprotein maturation171/7958294/187233.80e-088.30e-07171
GO:000651521LiverHCCprotein quality control for misfolded or incompletely synthesized proteins24/795828/187233.01e-063.99e-0524
GO:001648511LiverHCCprotein processing121/7958225/187234.01e-042.71e-03121
GO:005160410Oral cavityOSCCprotein maturation170/7305294/187233.97e-111.28e-09170
GO:00164856Oral cavityOSCCprotein processing121/7305225/187234.56e-065.23e-05121
GO:0051259Oral cavityOSCCprotein complex oligomerization121/7305238/187231.29e-049.21e-04121
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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
YME1L1SNVMissense_Mutationrs778140275c.1535N>Ap.Arg512Glnp.R512QQ96TA2protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
YME1L1SNVMissense_Mutationc.1228N>Cp.Glu410Glnp.E410QQ96TA2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
YME1L1SNVMissense_Mutationc.431N>Cp.Lys144Thrp.K144TQ96TA2protein_codingtolerated(0.61)benign(0)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
YME1L1SNVMissense_Mutationc.191N>Tp.Thr64Metp.T64MQ96TA2protein_codingtolerated_low_confidence(0.13)probably_damaging(0.93)TCGA-BH-A0C1-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
YME1L1SNVMissense_Mutationc.490N>Ap.Glu164Lysp.E164KQ96TA2protein_codingtolerated(0.09)benign(0.367)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
YME1L1SNVMissense_Mutationc.115T>Cp.Ser39Prop.S39PQ96TA2protein_codingtolerated_low_confidence(0.16)benign(0.093)TCGA-E2-A1IH-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
YME1L1SNVMissense_Mutationnovelc.390N>Cp.Gln130Hisp.Q130HQ96TA2protein_codingtolerated(0.09)benign(0.017)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
YME1L1insertionNonsense_Mutationnovelc.72_73insTGAGCCTAGGAGGCAGAGGTCGCTGTGAGCCAAGATCGCp.His24_Thr25insTerp.H24_T25ins*Q96TA2protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
YME1L1SNVMissense_Mutationnovelc.985G>Tp.Asp329Tyrp.D329YQ96TA2protein_codingtolerated(0.06)probably_damaging(0.942)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
YME1L1SNVMissense_Mutationrs766325012c.695C>Tp.Ala232Valp.A232VQ96TA2protein_codingtolerated(0.57)benign(0.047)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
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