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: C1orf27

Gene summary for C1ORF27

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C1orf27

Gene ID

54953

Gene nameodr-4 GPCR localization factor homolog
Gene AliasC1orf27
Cytomap1q31.1
Gene Typeprotein-coding
GO ID

GO:0008104

UniProtAcc

Q5SWX8


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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
54953C1orf27P1T-EHumanEsophagusESCC1.51e-043.00e-010.0875
54953C1orf27P2T-EHumanEsophagusESCC3.98e-344.89e-010.1177
54953C1orf27P4T-EHumanEsophagusESCC4.51e-174.76e-010.1323
54953C1orf27P5T-EHumanEsophagusESCC1.27e-214.04e-010.1327
54953C1orf27P8T-EHumanEsophagusESCC4.53e-223.47e-010.0889
54953C1orf27P9T-EHumanEsophagusESCC8.62e-193.96e-010.1131
54953C1orf27P10T-EHumanEsophagusESCC1.83e-284.24e-010.116
54953C1orf27P11T-EHumanEsophagusESCC2.82e-094.51e-010.1426
54953C1orf27P12T-EHumanEsophagusESCC1.28e-182.81e-010.1122
54953C1orf27P15T-EHumanEsophagusESCC9.08e-163.82e-010.1149
54953C1orf27P16T-EHumanEsophagusESCC6.35e-284.78e-010.1153
54953C1orf27P20T-EHumanEsophagusESCC8.06e-194.19e-010.1124
54953C1orf27P21T-EHumanEsophagusESCC4.29e-223.92e-010.1617
54953C1orf27P22T-EHumanEsophagusESCC8.18e-233.18e-010.1236
54953C1orf27P23T-EHumanEsophagusESCC2.95e-235.05e-010.108
54953C1orf27P24T-EHumanEsophagusESCC5.00e-212.99e-010.1287
54953C1orf27P26T-EHumanEsophagusESCC6.57e-224.36e-010.1276
54953C1orf27P27T-EHumanEsophagusESCC9.79e-152.41e-010.1055
54953C1orf27P28T-EHumanEsophagusESCC3.86e-174.06e-010.1149
54953C1orf27P30T-EHumanEsophagusESCC5.70e-227.19e-010.137
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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
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
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
C1orf27SNVMissense_Mutationnovelc.254G>Tp.Gly85Valp.G85VQ5SWX8protein_codingdeleterious(0)probably_damaging(1)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
C1orf27SNVMissense_Mutationnovelc.1206N>Ap.Met402Ilep.M402IQ5SWX8protein_codingtolerated(0.21)benign(0)TCGA-LQ-A4E4-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolePD
C1orf27SNVMissense_Mutationnovelc.1131N>Ap.Met377Ilep.M377IQ5SWX8protein_codingtolerated(0.12)benign(0.098)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
C1orf27SNVMissense_Mutationrs750735676c.325C>Tp.Arg109Cysp.R109CQ5SWX8protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
C1orf27SNVMissense_Mutationnovelc.652G>Tp.Gly218Cysp.G218CQ5SWX8protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
C1orf27deletionFrame_Shift_Delrs776869231c.999delAp.Asp334IlefsTer22p.D334Ifs*22Q5SWX8protein_codingTCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
C1orf27deletionFrame_Shift_Delnovelc.72delNp.Phe25LeufsTer6p.F25Lfs*6Q5SWX8protein_codingTCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C1orf27deletionFrame_Shift_Delrs776869231c.992delNp.Asp334IlefsTer22p.D334Ifs*22Q5SWX8protein_codingTCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
C1orf27SNVMissense_Mutationc.1297G>Tp.Gly433Cysp.G433CQ5SWX8protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C1orf27SNVMissense_Mutationnovelc.620G>Ap.Gly207Glup.G207EQ5SWX8protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
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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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