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: RNASE7

Gene summary for RNASE7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNASE7

Gene ID

84659

Gene nameribonuclease A family member 7
Gene AliasRAE1
Cytomap14q11.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q9H1E1


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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
84659RNASE7P11T-EHumanEsophagusESCC9.07e-041.75e-010.1426
84659RNASE7P17T-EHumanEsophagusESCC8.50e-053.12e-010.1278
84659RNASE7P26T-EHumanEsophagusESCC3.50e-027.01e-020.1276
84659RNASE7P37T-EHumanEsophagusESCC4.28e-021.05e-010.1371
84659RNASE7P38T-EHumanEsophagusESCC4.54e-117.48e-010.127
84659RNASE7P47T-EHumanEsophagusESCC3.50e-021.04e-010.1067
84659RNASE7P49T-EHumanEsophagusESCC5.57e-058.32e-010.1768
84659RNASE7P61T-EHumanEsophagusESCC6.45e-071.92e-010.099
84659RNASE7P89T-EHumanEsophagusESCC4.36e-041.06e+000.1752
84659RNASE7P126T-EHumanEsophagusESCC5.94e-069.97e-010.1125
84659RNASE7P130T-EHumanEsophagusESCC1.97e-103.11e-010.1676
84659RNASE7C04HumanOral cavityOSCC1.85e-023.18e-010.2633
84659RNASE7C21HumanOral cavityOSCC1.24e-217.31e-010.2678
84659RNASE7C57HumanOral cavityOSCC2.40e-085.13e-010.1679
84659RNASE7C06HumanOral cavityOSCC3.55e-044.87e-010.2699
84659RNASE7SYSMH3HumanOral cavityOSCC5.17e-062.18e-010.2442
84659RNASE7SYSMH5HumanOral cavityOSCC2.04e-021.52e-010.0647
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:00905013EsophagusESCCRNA phosphodiester bond hydrolysis110/8552152/187231.95e-116.81e-10110
GO:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:003582114EsophagusESCCmodulation of process of other organism64/8552106/187231.61e-037.50e-0364
GO:00905012Oral cavityOSCCRNA phosphodiester bond hydrolysis95/7305152/187233.65e-098.22e-0895
GO:00903052Oral cavityOSCCnucleic acid phosphodiester bond hydrolysis142/7305261/187232.90e-074.43e-06142
GO:00358218Oral cavityOSCCmodulation of process of other organism64/7305106/187236.70e-067.36e-0564
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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
RNASE7SNVMissense_Mutationnovelc.273N>Tp.Lys91Asnp.K91NQ9H1E1protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RNASE7SNVMissense_Mutationc.371N>Tp.Lys124Metp.K124MQ9H1E1protein_codingtolerated(0.07)possibly_damaging(0.646)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RNASE7SNVMissense_Mutationrs371662364c.391G>Ap.Val131Ilep.V131IQ9H1E1protein_codingtolerated(1)benign(0)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RNASE7SNVMissense_Mutationc.413A>Gp.Gln138Argp.Q138RQ9H1E1protein_codingdeleterious(0.04)benign(0.322)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RNASE7insertionFrame_Shift_Insnovelc.170dupAp.Asn57LysfsTer3p.N57Kfs*3Q9H1E1protein_codingTCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RNASE7SNVMissense_Mutationnovelc.389A>Gp.Tyr130Cysp.Y130CQ9H1E1protein_codingdeleterious(0)probably_damaging(0.989)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RNASE7SNVMissense_Mutationnovelc.161C>Tp.Ala54Valp.A54VQ9H1E1protein_codingdeleterious(0.04)possibly_damaging(0.809)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
RNASE7SNVMissense_Mutationc.337N>Cp.Ser113Prop.S113PQ9H1E1protein_codingdeleterious(0.04)probably_damaging(0.998)TCGA-A5-A0GB-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RNASE7SNVMissense_Mutationrs371662364c.391N>Ap.Val131Ilep.V131IQ9H1E1protein_codingtolerated(1)benign(0)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RNASE7SNVMissense_Mutationc.421G>Tp.Asp141Tyrp.D141YQ9H1E1protein_codingdeleterious(0.02)benign(0.399)TCGA-AX-A05U-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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