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: TMEM99

Gene summary for TMEM99

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM99

Gene ID

147184

Gene nameKRT10 antisense RNA 1
Gene AliasTMEM99
Cytomap17q21.2
Gene TypencRNA
GO ID

GO:0005575

UniProtAcc

NA


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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
147184TMEM99GSM4909286HumanBreastIDC1.46e-041.50e-010.1081
147184TMEM99GSM4909290HumanBreastIDC1.74e-165.84e-010.2096
147184TMEM99GSM4909292HumanBreastIDC1.66e-046.47e-010.1236
147184TMEM99GSM4909306HumanBreastIDC3.16e-052.73e-010.1564
147184TMEM99GSM4909307HumanBreastIDC1.27e-053.16e-010.1569
147184TMEM99GSM4909308HumanBreastIDC1.02e-215.52e-010.158
147184TMEM99GSM4909311HumanBreastIDC3.98e-03-3.41e-020.1534
147184TMEM99GSM4909312HumanBreastIDC7.22e-052.61e-010.1552
147184TMEM99GSM4909313HumanBreastIDC1.03e-022.99e-010.0391
147184TMEM99GSM4909319HumanBreastIDC8.86e-223.91e-010.1563
147184TMEM99GSM4909321HumanBreastIDC3.69e-031.64e-010.1559
147184TMEM99NCCBC14HumanBreastDCIS5.86e-247.43e-010.2021
147184TMEM99DCIS2HumanBreastDCIS6.04e-381.27e-010.0085
147184TMEM99LZE4THumanEsophagusESCC3.41e-103.29e-010.0811
147184TMEM99LZE7THumanEsophagusESCC2.13e-023.71e-010.0667
147184TMEM99LZE8THumanEsophagusESCC1.95e-043.87e-010.067
147184TMEM99LZE22D1HumanEsophagusHGIN4.64e-031.54e-010.0595
147184TMEM99LZE22THumanEsophagusESCC6.25e-059.47e-010.068
147184TMEM99LZE24THumanEsophagusESCC2.51e-228.32e-010.0596
147184TMEM99LZE6THumanEsophagusESCC7.41e-042.34e-010.0845
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
∗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
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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
TMEM99SNVMissense_Mutationrs757260462c.433G>Ap.Val145Ilep.V145IQ8N816protein_codingdeleterious_low_confidence(0)benign(0.367)TCGA-A1-A0SG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
TMEM99SNVMissense_Mutationc.707C>Tp.Ser236Phep.S236FQ8N816protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.862)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TMEM99SNVMissense_Mutationc.113C>Tp.Ser38Leup.S38LQ8N816protein_codingdeleterious_low_confidence(0)possibly_damaging(0.503)TCGA-FU-A23K-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
TMEM99SNVMissense_Mutationc.223T>Ap.Ser75Thrp.S75TQ8N816protein_codingdeleterious_low_confidence(0)benign(0.031)TCGA-AA-3971-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicCR
TMEM99insertionFrame_Shift_Insrs745582426c.604_605insTp.Leu204PhefsTer15p.L204Ffs*15Q8N816protein_codingTCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
TMEM99insertionFrame_Shift_Insnovelc.753_765dupGTTTTCTACGTTTp.Thr256ValfsTer37p.T256Vfs*37Q8N816protein_codingTCGA-EI-6884-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapy5SD
TMEM99SNVMissense_Mutationrs374118264c.397N>Ap.Val133Ilep.V133IQ8N816protein_codingtolerated_low_confidence(0.24)benign(0.141)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM99SNVMissense_Mutationrs749312743c.242N>Ap.Gly81Glup.G81EQ8N816protein_codingdeleterious_low_confidence(0)probably_damaging(0.988)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM99SNVMissense_Mutationc.554N>Cp.Lys185Thrp.K185TQ8N816protein_codingdeleterious_low_confidence(0)possibly_damaging(0.643)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
TMEM99SNVMissense_Mutationrs752360948c.269G>Ap.Arg90Glnp.R90QQ8N816protein_codingdeleterious_low_confidence(0)possibly_damaging(0.776)TCGA-D1-A2G7-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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