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: C5orf38

Gene summary for C5ORF38

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C5orf38

Gene ID

153571

Gene namechromosome 5 open reading frame 38
Gene AliasCEI
Cytomap5p15.33
Gene TypencRNA
GO ID

GO:0005575

UniProtAcc

NA


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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
153571C5orf38GSM4909282HumanBreastIDC3.84e-07-1.79e-01-0.0288
153571C5orf38GSM4909287HumanBreastIDC1.23e-06-1.33e-010.2057
153571C5orf38GSM4909296HumanBreastIDC3.84e-07-1.84e-010.1524
153571C5orf38GSM4909297HumanBreastIDC4.57e-04-7.52e-020.1517
153571C5orf38GSM4909307HumanBreastIDC1.91e-032.41e-010.1569
153571C5orf38GSM4909308HumanBreastIDC5.17e-276.64e-010.158
153571C5orf38GSM4909311HumanBreastIDC4.62e-07-7.93e-020.1534
153571C5orf38GSM4909317HumanBreastIDC3.34e-022.72e-010.1355
153571C5orf38GSM4909318HumanBreastIDC1.60e-045.49e-010.2031
153571C5orf38GSM4909319HumanBreastIDC8.38e-13-8.00e-020.1563
153571C5orf38GSM4909321HumanBreastIDC1.12e-021.51e-020.1559
153571C5orf38M2HumanBreastIDC9.33e-031.44e-010.21
153571C5orf38NCCBC5HumanBreastDCIS1.01e-04-1.52e-010.2046
153571C5orf38P1HumanBreastIDC5.87e-06-7.36e-020.1527
153571C5orf38P3HumanBreastIDC9.35e-035.02e-010.1542
153571C5orf38DCIS2HumanBreastDCIS1.53e-276.03e-020.0085
153571C5orf38LZE4THumanEsophagusESCC1.85e-021.17e-010.0811
153571C5orf38P1T-EHumanEsophagusESCC3.44e-052.88e-010.0875
153571C5orf38P2T-EHumanEsophagusESCC1.46e-132.90e-010.1177
153571C5orf38P4T-EHumanEsophagusESCC1.73e-041.04e-010.1323
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
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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
C5orf38SNVMissense_Mutationnovelc.56N>Tp.Ser19Phep.S19FQ86SI9protein_codingdeleterious_low_confidence(0)probably_damaging(0.937)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
C5orf38SNVMissense_Mutationrs779809202c.410N>Tp.Arg137Ilep.R137IQ86SI9protein_codingdeleterious_low_confidence(0)benign(0.027)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
C5orf38SNVMissense_Mutationc.169N>Ap.Pro57Thrp.P57TQ86SI9protein_codingdeleterious_low_confidence(0)benign(0.393)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C5orf38SNVMissense_Mutationnovelc.359N>Tp.Ala120Valp.A120VQ86SI9protein_codingdeleterious_low_confidence(0)benign(0.441)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
C5orf38SNVMissense_Mutationc.59N>Tp.Thr20Metp.T20MQ86SI9protein_codingdeleterious_low_confidence(0)probably_damaging(0.96)TCGA-DC-6155-01Colorectumrectum adenocarcinomaFemale<65III/IVAncillaryleucovorinSD
C5orf38SNVMissense_Mutationc.179N>Ap.Arg60Glnp.R60QQ86SI9protein_codingdeleterious_low_confidence(0)benign(0.367)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
C5orf38SNVMissense_Mutationc.205N>Ap.Val69Metp.V69MQ86SI9protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.596)TCGA-A5-A0VP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C5orf38SNVMissense_Mutationrs779809202c.410G>Tp.Arg137Ilep.R137IQ86SI9protein_codingdeleterious_low_confidence(0)benign(0.027)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C5orf38SNVMissense_Mutationc.179N>Ap.Arg60Glnp.R60QQ86SI9protein_codingdeleterious_low_confidence(0)benign(0.367)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C5orf38SNVMissense_Mutationnovelc.289G>Ap.Gly97Argp.G97RQ86SI9protein_codingdeleterious_low_confidence(0)probably_damaging(0.978)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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