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: C5orf22

Gene summary for C5ORF22

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C5orf22

Gene ID

55322

Gene namechromosome 5 open reading frame 22
Gene AliasC5orf22
Cytomap5p13.3
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

A0A024RE14


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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
55322C5orf22LZE4THumanEsophagusESCC3.64e-072.92e-010.0811
55322C5orf22LZE5THumanEsophagusESCC1.16e-044.90e-010.0514
55322C5orf22LZE7THumanEsophagusESCC2.23e-032.59e-010.0667
55322C5orf22LZE20THumanEsophagusESCC1.55e-094.12e-010.0662
55322C5orf22LZE24THumanEsophagusESCC2.60e-072.34e-010.0596
55322C5orf22P2T-EHumanEsophagusESCC8.59e-132.77e-010.1177
55322C5orf22P4T-EHumanEsophagusESCC1.42e-061.91e-010.1323
55322C5orf22P5T-EHumanEsophagusESCC1.04e-142.63e-010.1327
55322C5orf22P8T-EHumanEsophagusESCC9.38e-152.26e-010.0889
55322C5orf22P9T-EHumanEsophagusESCC1.73e-051.64e-010.1131
55322C5orf22P10T-EHumanEsophagusESCC7.80e-243.61e-010.116
55322C5orf22P11T-EHumanEsophagusESCC2.05e-042.12e-010.1426
55322C5orf22P12T-EHumanEsophagusESCC3.02e-152.89e-010.1122
55322C5orf22P15T-EHumanEsophagusESCC3.21e-061.61e-010.1149
55322C5orf22P16T-EHumanEsophagusESCC6.80e-223.41e-010.1153
55322C5orf22P17T-EHumanEsophagusESCC9.15e-062.90e-010.1278
55322C5orf22P19T-EHumanEsophagusESCC1.51e-097.66e-010.1662
55322C5orf22P20T-EHumanEsophagusESCC6.41e-092.72e-010.1124
55322C5orf22P21T-EHumanEsophagusESCC5.19e-081.92e-010.1617
55322C5orf22P22T-EHumanEsophagusESCC1.26e-111.89e-010.1236
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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
∗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
C5orf22SNVMissense_Mutationc.208N>Cp.Asp70Hisp.D70HQ49AR2protein_codingdeleterious(0)probably_damaging(0.997)TCGA-FU-A3HY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
C5orf22SNVMissense_Mutationrs147146477c.1246N>Gp.Gln416Glup.Q416EQ49AR2protein_codingdeleterious(0)probably_damaging(0.991)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
C5orf22SNVMissense_Mutationc.1147G>Ap.Val383Metp.V383MQ49AR2protein_codingtolerated(0.19)benign(0.084)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C5orf22SNVMissense_Mutationrs780737764c.289N>Gp.Ile97Valp.I97VQ49AR2protein_codingtolerated(0.95)benign(0.001)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
C5orf22SNVMissense_Mutationrs760715623c.965C>Tp.Thr322Metp.T322MQ49AR2protein_codingdeleterious(0.03)benign(0.202)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C5orf22SNVMissense_Mutationc.457C>Ap.Gln153Lysp.Q153KQ49AR2protein_codingtolerated(0.44)benign(0.015)TCGA-D5-6932-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
C5orf22SNVMissense_Mutationc.137T>Cp.Val46Alap.V46AQ49AR2protein_codingdeleterious(0.05)benign(0.01)TCGA-F4-6805-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyxelodaCR
C5orf22SNVMissense_Mutationrs755393777c.560N>Tp.Ser187Leup.S187LQ49AR2protein_codingtolerated(0.23)benign(0.001)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
C5orf22SNVMissense_Mutationc.103N>Ap.Ala35Thrp.A35TQ49AR2protein_codingdeleterious(0)probably_damaging(0.971)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
C5orf22SNVMissense_Mutationnovelc.1325N>Ap.Ser442Tyrp.S442YQ49AR2protein_codingdeleterious_low_confidence(0)benign(0.094)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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