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: RNF38

Gene summary for RNF38

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNF38

Gene ID

152006

Gene namering finger protein 38
Gene AliasRNF38
Cytomap9p13.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9H0F5


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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
152006RNF38CCI_1HumanCervixCC8.17e-057.96e-010.528
152006RNF38CCI_2HumanCervixCC1.74e-101.09e+000.5249
152006RNF38CCI_3HumanCervixCC4.09e-128.65e-010.516
152006RNF38HTA11_3410_2000001011HumanColorectumAD7.09e-18-5.83e-010.0155
152006RNF38HTA11_83_2000001011HumanColorectumSER6.88e-03-1.88e-01-0.1526
152006RNF38HTA11_866_3004761011HumanColorectumAD2.26e-03-4.16e-010.096
152006RNF38HTA11_8622_2000001021HumanColorectumSER3.84e-03-5.47e-010.0528
152006RNF38HTA11_7696_3000711011HumanColorectumAD3.30e-08-4.31e-010.0674
152006RNF38HTA11_99999970781_79442HumanColorectumMSS1.83e-06-3.54e-010.294
152006RNF38HTA11_99999965062_69753HumanColorectumMSI-H1.23e-037.39e-010.3487
152006RNF38HTA11_99999971662_82457HumanColorectumMSS6.63e-06-2.94e-010.3859
152006RNF38HTA11_99999973899_84307HumanColorectumMSS6.31e-05-5.46e-010.2585
152006RNF38HTA11_99999974143_84620HumanColorectumMSS2.01e-17-4.81e-010.3005
152006RNF38A002-C-010HumanColorectumFAP7.39e-05-2.07e-010.242
152006RNF38A001-C-207HumanColorectumFAP3.31e-03-2.91e-010.1278
152006RNF38A015-C-203HumanColorectumFAP1.48e-36-5.09e-01-0.1294
152006RNF38A015-C-204HumanColorectumFAP4.62e-07-3.25e-01-0.0228
152006RNF38A014-C-040HumanColorectumFAP2.13e-04-3.84e-01-0.1184
152006RNF38A002-C-201HumanColorectumFAP9.49e-18-5.11e-010.0324
152006RNF38A002-C-203HumanColorectumFAP2.79e-09-2.86e-010.2786
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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
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
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
∗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:00614588CervixCCreproductive system development87/2311427/187231.37e-064.55e-0587
GO:00486088CervixCCreproductive structure development86/2311424/187231.90e-065.97e-0586
GO:0061458ColorectumADreproductive system development116/3918427/187231.11e-031.01e-02116
GO:0048608ColorectumADreproductive structure development114/3918424/187231.78e-031.47e-02114
GO:00614581ColorectumSERreproductive system development87/2897427/187233.69e-033.07e-0287
GO:00486081ColorectumSERreproductive structure development85/2897424/187236.33e-034.56e-0285
GO:00614582ColorectumMSSreproductive system development115/3467427/187239.86e-062.39e-04115
GO:00486082ColorectumMSSreproductive structure development113/3467424/187231.94e-054.18e-04113
GO:00614583ColorectumFAPreproductive system development85/2622427/187234.30e-045.13e-0385
GO:00486083ColorectumFAPreproductive structure development84/2622424/187235.40e-046.10e-0384
GO:00614584ColorectumCRCreproductive system development73/2078427/187231.13e-042.22e-0373
GO:00486084ColorectumCRCreproductive structure development72/2078424/187231.55e-042.80e-0372
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:006145810ProstateBPHreproductive system development126/3107427/187231.35e-119.95e-10126
GO:004860810ProstateBPHreproductive structure development124/3107424/187233.76e-112.43e-09124
GO:00085844ProstateBPHmale gonad development42/3107141/187236.69e-056.62e-0442
GO:00465464ProstateBPHdevelopment of primary male sexual characteristics42/3107142/187238.00e-057.66e-0442
GO:00466614ProstateBPHmale sex differentiation47/3107165/187238.70e-058.22e-0447
GO:00084063ProstateBPHgonad development58/3107221/187231.73e-041.48e-0358
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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
RNF38SNVMissense_Mutationc.434A>Gp.His145Argp.H145RQ9H0F5protein_codingtolerated(0.8)benign(0)TCGA-B6-A0RT-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
RNF38deletionFrame_Shift_Delnovelc.748delNp.Ala250HisfsTer59p.A250Hfs*59Q9H0F5protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
RNF38SNVMissense_Mutationnovelc.1387N>Cp.Cys463Argp.C463RQ9H0F5protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RNF38SNVMissense_Mutationnovelc.1019N>Tp.Pro340Leup.P340LQ9H0F5protein_codingdeleterious(0)probably_damaging(0.953)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RNF38SNVMissense_Mutationnovelc.70G>Cp.Glu24Glnp.E24QQ9H0F5protein_codingdeleterious_low_confidence(0)possibly_damaging(0.727)TCGA-ZJ-AAXA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RNF38SNVMissense_Mutationc.574C>Ap.His192Asnp.H192NQ9H0F5protein_codingdeleterious_low_confidence(0)benign(0.276)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
RNF38SNVMissense_Mutationnovelc.252N>Ap.Met84Ilep.M84IQ9H0F5protein_codingtolerated(0.39)benign(0.01)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
RNF38SNVMissense_Mutationnovelc.1195N>Tp.Pro399Serp.P399SQ9H0F5protein_codingtolerated(0.13)probably_damaging(0.999)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
RNF38SNVMissense_Mutationc.257N>Tp.Pro86Leup.P86LQ9H0F5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RNF38SNVMissense_Mutationc.1324N>Tp.Asp442Tyrp.D442YQ9H0F5protein_codingdeleterious(0)possibly_damaging(0.885)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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