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: C3orf38

Gene summary for C3ORF38

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C3orf38

Gene ID

285237

Gene namechromosome 3 open reading frame 38
Gene AliasC3orf38
Cytomap3p11.1
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q5JPI3


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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
285237C3orf38P74T-EHumanEsophagusESCC3.06e-102.67e-010.1479
285237C3orf38P75T-EHumanEsophagusESCC1.69e-306.56e-010.1125
285237C3orf38P76T-EHumanEsophagusESCC1.38e-111.94e-010.1207
285237C3orf38P79T-EHumanEsophagusESCC6.60e-143.46e-010.1154
285237C3orf38P80T-EHumanEsophagusESCC1.66e-277.20e-010.155
285237C3orf38P82T-EHumanEsophagusESCC6.11e-083.84e-010.1072
285237C3orf38P83T-EHumanEsophagusESCC2.83e-205.59e-010.1738
285237C3orf38P84T-EHumanEsophagusESCC3.90e-063.37e-010.0933
285237C3orf38P89T-EHumanEsophagusESCC1.21e-043.78e-010.1752
285237C3orf38P107T-EHumanEsophagusESCC5.21e-102.47e-010.171
285237C3orf38P127T-EHumanEsophagusESCC1.25e-087.48e-020.0826
285237C3orf38P128T-EHumanEsophagusESCC8.43e-165.39e-010.1241
285237C3orf38P130T-EHumanEsophagusESCC1.37e-153.27e-010.1676
285237C3orf38C21HumanOral cavityOSCC1.18e-186.09e-010.2678
285237C3orf38C30HumanOral cavityOSCC6.15e-085.06e-010.3055
285237C3orf38C38HumanOral cavityOSCC2.61e-047.06e-010.172
285237C3orf38C43HumanOral cavityOSCC4.12e-051.58e-010.1704
285237C3orf38C46HumanOral cavityOSCC4.76e-184.32e-010.1673
285237C3orf38C57HumanOral cavityOSCC4.48e-143.64e-010.1679
285237C3orf38LN46HumanOral cavityOSCC3.21e-206.84e-010.1666
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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
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
∗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
C3orf38SNVMissense_Mutationc.686N>Tp.His229Leup.H229LQ5JPI3protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A1-A0SE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
C3orf38SNVMissense_Mutationnovelc.704N>Ap.Gly235Glup.G235EQ5JPI3protein_codingtolerated(0.05)benign(0.009)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
C3orf38SNVMissense_Mutationrs139365680c.416N>Ap.Arg139Hisp.R139HQ5JPI3protein_codingtolerated(0.86)benign(0.001)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C3orf38SNVMissense_Mutationnovelc.179N>Gp.Leu60Argp.L60RQ5JPI3protein_codingdeleterious(0)probably_damaging(0.997)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
C3orf38SNVMissense_Mutationc.532N>Tp.Leu178Phep.L178FQ5JPI3protein_codingdeleterious(0.03)probably_damaging(0.982)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
C3orf38SNVMissense_Mutationc.460N>Cp.Asn154Hisp.N154HQ5JPI3protein_codingdeleterious(0)probably_damaging(0.984)TCGA-EI-6508-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
C3orf38deletionFrame_Shift_Delc.645delCp.Asn216ThrfsTer2p.N216Tfs*2Q5JPI3protein_codingTCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
C3orf38insertionFrame_Shift_Insnovelc.632_633insGp.Leu213SerfsTer39p.L213Sfs*39Q5JPI3protein_codingTCGA-AG-A020-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapyfolinicCR
C3orf38SNVMissense_Mutationnovelc.302N>Gp.Lys101Argp.K101RQ5JPI3protein_codingtolerated(0.37)benign(0.001)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C3orf38SNVMissense_Mutationnovelc.601N>Tp.Arg201Cysp.R201CQ5JPI3protein_codingdeleterious(0)probably_damaging(0.938)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
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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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