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: C12orf76

Gene summary for C12ORF76

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C12orf76

Gene ID

400073

Gene namechromosome 12 open reading frame 76
Gene AliasC12orf76
Cytomap12q24.11
Gene Typeprotein-coding
GO ID

NA

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
400073C12orf76P49T-EHumanEsophagusESCC3.28e-156.98e-010.1768
400073C12orf76P52T-EHumanEsophagusESCC1.93e-173.40e-010.1555
400073C12orf76P54T-EHumanEsophagusESCC3.42e-234.33e-010.0975
400073C12orf76P56T-EHumanEsophagusESCC5.84e-105.44e-010.1613
400073C12orf76P57T-EHumanEsophagusESCC2.10e-122.48e-010.0926
400073C12orf76P61T-EHumanEsophagusESCC6.66e-173.39e-010.099
400073C12orf76P62T-EHumanEsophagusESCC4.67e-294.26e-010.1302
400073C12orf76P65T-EHumanEsophagusESCC2.64e-101.71e-010.0978
400073C12orf76P74T-EHumanEsophagusESCC5.82e-235.01e-010.1479
400073C12orf76P75T-EHumanEsophagusESCC2.18e-275.16e-010.1125
400073C12orf76P76T-EHumanEsophagusESCC3.81e-153.76e-010.1207
400073C12orf76P79T-EHumanEsophagusESCC4.25e-193.67e-010.1154
400073C12orf76P80T-EHumanEsophagusESCC1.81e-143.67e-010.155
400073C12orf76P82T-EHumanEsophagusESCC8.26e-103.47e-010.1072
400073C12orf76P83T-EHumanEsophagusESCC5.69e-305.87e-010.1738
400073C12orf76P84T-EHumanEsophagusESCC2.46e-073.10e-010.0933
400073C12orf76P89T-EHumanEsophagusESCC1.89e-197.32e-010.1752
400073C12orf76P91T-EHumanEsophagusESCC1.76e-086.93e-010.1828
400073C12orf76P107T-EHumanEsophagusESCC4.34e-274.84e-010.171
400073C12orf76P126T-EHumanEsophagusESCC6.92e-053.73e-010.1125
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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
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
C12orf76SNVMissense_Mutationrs374197115c.176C>Tp.Ser59Leup.S59LQ8N812protein_codingdeleterious_low_confidence(0)benign(0.019)TCGA-D5-5538-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycalciumPD
C12orf76SNVMissense_Mutationnovelc.224N>Tp.Arg75Metp.R75MQ8N812protein_codingdeleterious_low_confidence(0)possibly_damaging(0.452)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
C12orf76SNVMissense_Mutationrs764372891c.377C>Tp.Ala126Valp.A126VQ8N812protein_codingdeleterious_low_confidence(0)probably_damaging(0.977)TCGA-A5-A0VP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C12orf76SNVMissense_Mutationnovelc.173N>Ap.Cys58Tyrp.C58YQ8N812protein_codingdeleterious_low_confidence(0)benign(0)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
C12orf76SNVMissense_Mutationc.392N>Tp.Arg131Ilep.R131IQ8N812protein_codingdeleterious_low_confidence(0.01)benign(0.095)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C12orf76SNVMissense_Mutationrs374648805c.116G>Ap.Arg39Hisp.R39HQ8N812protein_codingdeleterious_low_confidence(0)benign(0)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C12orf76SNVMissense_Mutationnovelc.400N>Ap.Leu134Ilep.L134IQ8N812protein_codingpossibly_damaging(0.494)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
C12orf76SNVMissense_Mutationrs751712422c.103G>Ap.Val35Ilep.V35IQ8N812protein_codingtolerated_low_confidence(1)benign(0)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C12orf76SNVMissense_Mutationnovelc.158N>Ap.Ile53Asnp.I53NQ8N812protein_codingdeleterious_low_confidence(0)benign(0.227)TCGA-ZP-A9CY-01Liverliver hepatocellular carcinomaFemale>=65I/IIUnknownUnknownSD
C12orf76SNVMissense_Mutationnovelc.205N>Ap.Glu69Lysp.E69KQ8N812protein_codingdeleterious_low_confidence(0)benign(0)TCGA-D6-6516-01Oral cavityhead & neck squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
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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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