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: C1orf115

Gene summary for C1ORF115

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C1orf115

Gene ID

79762

Gene namechromosome 1 open reading frame 115
Gene AliasRDD1
Cytomap1q41
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9H7X2


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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
79762C1orf115HTA11_2487_2000001011HumanColorectumSER2.65e-115.12e-01-0.1808
79762C1orf115HTA11_1938_2000001011HumanColorectumAD2.60e-022.35e-01-0.0811
79762C1orf115HTA11_347_2000001011HumanColorectumAD3.04e-052.61e-01-0.1954
79762C1orf115HTA11_3361_2000001011HumanColorectumAD1.05e-022.87e-01-0.1207
79762C1orf115HTA11_696_2000001011HumanColorectumAD2.87e-021.23e-01-0.1464
79762C1orf115HTA11_1391_2000001011HumanColorectumAD9.91e-082.75e-01-0.059
79762C1orf115HTA11_5212_2000001011HumanColorectumAD5.04e-033.00e-01-0.2061
79762C1orf115HTA11_7696_3000711011HumanColorectumAD2.88e-041.18e-010.0674
79762C1orf115HCC1_MengHumanLiverHCC2.08e-641.52e-010.0246
79762C1orf115HCC2_MengHumanLiverHCC1.01e-076.66e-020.0107
79762C1orf115HCC1HumanLiverHCC5.90e-133.30e+000.5336
79762C1orf115HCC2HumanLiverHCC1.51e-233.61e+000.5341
79762C1orf115Pt13.bHumanLiverHCC2.88e-081.05e-010.0251
79762C1orf115S014HumanLiverHCC3.34e-031.90e-010.2254
79762C1orf115S027HumanLiverHCC4.24e-083.91e-010.2446
79762C1orf115S028HumanLiverHCC7.36e-155.63e-010.2503
79762C1orf115S029HumanLiverHCC2.08e-145.16e-010.2581
79762C1orf115male-WTAHumanThyroidPTC5.68e-496.55e-010.1037
79762C1orf115PTC01HumanThyroidPTC1.25e-134.42e-010.1899
79762C1orf115PTC04HumanThyroidPTC5.78e-143.38e-010.1927
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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
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
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
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
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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
C1orf115SNVMissense_Mutationrs763165764c.316G>Ap.Gly106Argp.G106RQ9H7X2protein_codingtolerated(0.06)probably_damaging(0.994)TCGA-D8-A1X5-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
C1orf115SNVMissense_Mutationc.36N>Cp.Glu12Aspp.E12DQ9H7X2protein_codingtolerated(0.55)benign(0)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
C1orf115SNVMissense_Mutationrs753438102c.340N>Tp.Arg114Cysp.R114CQ9H7X2protein_codingdeleterious(0.03)possibly_damaging(0.855)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
C1orf115SNVMissense_Mutationc.323N>Cp.Val108Alap.V108AQ9H7X2protein_codingtolerated(0.5)benign(0.009)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C1orf115SNVMissense_Mutationc.302N>Gp.Tyr101Cysp.Y101CQ9H7X2protein_codingtolerated(0.15)probably_damaging(0.976)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
C1orf115SNVMissense_Mutationrs774058620c.385N>Ap.Ala129Thrp.A129TQ9H7X2protein_codingtolerated(0.31)possibly_damaging(0.573)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C1orf115SNVMissense_Mutationc.316N>Tp.Gly106Trpp.G106WQ9H7X2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CN-6010-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapycisplatinPD
C1orf115SNVMissense_Mutationrs763165764c.316N>Ap.Gly106Argp.G106RQ9H7X2protein_codingtolerated(0.06)probably_damaging(0.994)TCGA-F1-6874-01Stomachstomach adenocarcinomaMale>=65I/IIUnknownUnknownSD
C1orf115SNVMissense_Mutationc.350T>Cp.Val117Alap.V117AQ9H7X2protein_codingtolerated(0.06)possibly_damaging(0.655)TCGA-HU-A4H4-01Stomachstomach adenocarcinomaFemale<65I/IIChemotherapyts-1CR
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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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