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: REPS1

Gene summary for REPS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

REPS1

Gene ID

85021

Gene nameRALBP1 associated Eps domain containing 1
Gene AliasNBIA7
Cytomap6q24.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q96D71


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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
85021REPS1CCI_1HumanCervixCC3.51e-101.23e+000.528
85021REPS1CCI_2HumanCervixCC1.03e-066.46e-010.5249
85021REPS1CCI_3HumanCervixCC1.30e-066.54e-010.516
85021REPS1HTA11_3410_2000001011HumanColorectumAD3.61e-05-3.82e-010.0155
85021REPS1HTA11_866_3004761011HumanColorectumAD4.41e-05-4.16e-010.096
85021REPS1HTA11_7696_3000711011HumanColorectumAD3.02e-04-2.70e-010.0674
85021REPS1HTA11_99999970781_79442HumanColorectumMSS6.20e-04-2.81e-010.294
85021REPS1HTA11_99999974143_84620HumanColorectumMSS1.45e-08-3.85e-010.3005
85021REPS1A001-C-207HumanColorectumFAP4.86e-03-2.60e-010.1278
85021REPS1A015-C-203HumanColorectumFAP2.17e-33-5.05e-01-0.1294
85021REPS1A015-C-204HumanColorectumFAP1.09e-03-2.66e-01-0.0228
85021REPS1A014-C-040HumanColorectumFAP1.30e-03-4.13e-01-0.1184
85021REPS1A002-C-201HumanColorectumFAP2.65e-12-3.94e-010.0324
85021REPS1A002-C-203HumanColorectumFAP3.15e-06-2.05e-010.2786
85021REPS1A001-C-119HumanColorectumFAP4.76e-08-3.80e-01-0.1557
85021REPS1A001-C-108HumanColorectumFAP8.66e-19-3.67e-01-0.0272
85021REPS1A002-C-205HumanColorectumFAP1.62e-20-4.58e-01-0.1236
85021REPS1A001-C-104HumanColorectumFAP1.95e-05-2.32e-010.0184
85021REPS1A015-C-005HumanColorectumFAP5.76e-05-3.04e-01-0.0336
85021REPS1A015-C-006HumanColorectumFAP4.20e-11-3.96e-01-0.0994
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:00068987CervixCCreceptor-mediated endocytosis53/2311244/187232.52e-054.29e-0453
GO:00161977CervixCCendosomal transport48/2311230/187231.65e-041.97e-0348
GO:0016197ColorectumADendosomal transport90/3918230/187231.88e-101.73e-0890
GO:0006898ColorectumADreceptor-mediated endocytosis76/3918244/187231.07e-041.59e-0376
GO:00161972ColorectumMSSendosomal transport79/3467230/187237.04e-094.39e-0779
GO:00068981ColorectumMSSreceptor-mediated endocytosis69/3467244/187231.18e-041.82e-0369
GO:00068982ColorectumFAPreceptor-mediated endocytosis62/2622244/187231.47e-066.39e-0562
GO:00161973ColorectumFAPendosomal transport56/2622230/187231.79e-054.53e-0456
GO:00161974ColorectumCRCendosomal transport49/2078230/187235.07e-062.05e-0449
GO:00068983ColorectumCRCreceptor-mediated endocytosis50/2078244/187231.27e-054.08e-0450
GO:001619715EsophagusESCCendosomal transport168/8552230/187232.28e-171.93e-15168
GO:000689818EsophagusESCCreceptor-mediated endocytosis142/8552244/187235.22e-054.05e-04142
GO:00068985LungIACreceptor-mediated endocytosis50/2061244/187231.01e-053.23e-0450
GO:00161976LungIACendosomal transport43/2061230/187233.53e-045.50e-0343
GO:000689812LungAISreceptor-mediated endocytosis50/1849244/187234.47e-073.52e-0550
GO:001619712LungAISendosomal transport38/1849230/187231.08e-031.41e-0238
GO:000689822LungMIACreceptor-mediated endocytosis25/967244/187238.78e-041.88e-0225
GO:00161979Oral cavityOSCCendosomal transport141/7305230/187235.40e-122.06e-10141
GO:000689810Oral cavityOSCCreceptor-mediated endocytosis125/7305244/187236.56e-055.32e-04125
GO:000689825Oral cavityEOLPreceptor-mediated endocytosis55/2218244/187231.64e-063.82e-0555
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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
REPS1SNVMissense_Mutationnovelc.857G>Tp.Arg286Ilep.R286IQ96D71protein_codingdeleterious(0.04)possibly_damaging(0.883)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
REPS1SNVMissense_Mutationc.1468N>Ap.Asp490Asnp.D490NQ96D71protein_codingdeleterious(0.03)benign(0.363)TCGA-EW-A1OV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinSD
REPS1SNVMissense_Mutationnovelc.97N>Ap.Gly33Argp.G33RQ96D71protein_codingdeleterious(0.01)possibly_damaging(0.583)TCGA-LD-A74U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapytaxotereSD
REPS1deletionFrame_Shift_Delc.330_367delTCGCCATGCAGCCTCATATTCTTCAGATTCTGAAAATCp.His112ValfsTer23p.H112Vfs*23Q96D71protein_codingTCGA-AO-A0J2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
REPS1insertionFrame_Shift_Insnovelc.2_3insAACGTCGCGTCCCGGGGCCp.Met1?p.M1?Q96D71protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
REPS1insertionFrame_Shift_Insnovelc.389_390insAAp.Pro131IlefsTer10p.P131Ifs*10Q96D71protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
REPS1insertionFrame_Shift_Insnovelc.388_389insGCCTAp.Ile130SerfsTer12p.I130Sfs*12Q96D71protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
REPS1SNVMissense_Mutationrs773035326c.1714A>Gp.Thr572Alap.T572AQ96D71protein_codingtolerated(0.66)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
REPS1SNVMissense_Mutationrs752858400c.770G>Ap.Arg257Glnp.R257QQ96D71protein_codingdeleterious(0.03)possibly_damaging(0.728)TCGA-FU-A5XV-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
REPS1SNVMissense_Mutationnovelc.1255G>Ap.Glu419Lysp.E419KQ96D71protein_codingtolerated(0.2)possibly_damaging(0.471)TCGA-VS-A9UH-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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