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: C7orf50

Gene summary for C7ORF50

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C7orf50

Gene ID

84310

Gene namechromosome 7 open reading frame 50
Gene AliasYCR016W
Cytomap7p22.3
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q9BRJ6


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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
84310C7orf50LZE2THumanEsophagusESCC6.08e-047.03e-010.082
84310C7orf50LZE4THumanEsophagusESCC1.47e-146.64e-010.0811
84310C7orf50LZE5THumanEsophagusESCC1.75e-031.94e-010.0514
84310C7orf50LZE7THumanEsophagusESCC1.64e-095.72e-010.0667
84310C7orf50LZE8THumanEsophagusESCC1.37e-022.23e-010.067
84310C7orf50LZE20THumanEsophagusESCC1.98e-156.79e-010.0662
84310C7orf50LZE22D1HumanEsophagusHGIN3.37e-062.12e-010.0595
84310C7orf50LZE22THumanEsophagusESCC8.11e-078.34e-010.068
84310C7orf50LZE24THumanEsophagusESCC4.48e-154.53e-010.0596
84310C7orf50LZE6THumanEsophagusESCC1.34e-094.40e-010.0845
84310C7orf50P1T-EHumanEsophagusESCC8.33e-126.62e-010.0875
84310C7orf50P2T-EHumanEsophagusESCC3.81e-407.59e-010.1177
84310C7orf50P4T-EHumanEsophagusESCC5.90e-551.64e+000.1323
84310C7orf50P5T-EHumanEsophagusESCC1.82e-521.03e+000.1327
84310C7orf50P8T-EHumanEsophagusESCC3.59e-255.73e-010.0889
84310C7orf50P9T-EHumanEsophagusESCC1.87e-308.21e-010.1131
84310C7orf50P10T-EHumanEsophagusESCC3.38e-356.40e-010.116
84310C7orf50P11T-EHumanEsophagusESCC1.23e-341.46e+000.1426
84310C7orf50P12T-EHumanEsophagusESCC5.03e-521.01e+000.1122
84310C7orf50P15T-EHumanEsophagusESCC6.19e-381.03e+000.1149
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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
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
C7orf50SNVMissense_Mutationc.125N>Gp.Ser42Cysp.S42CQ9BRJ6protein_codingtolerated(0.06)benign(0.133)TCGA-A7-A26H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
C7orf50SNVMissense_Mutationc.463N>Tp.Ala155Serp.A155SQ9BRJ6protein_codingtolerated(0.07)possibly_damaging(0.56)TCGA-E2-A10A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyzoladexSD
C7orf50SNVMissense_Mutationnovelc.137N>Ap.Ala46Aspp.A46DQ9BRJ6protein_codingdeleterious_low_confidence(0.04)probably_damaging(0.946)TCGA-EW-A1P5-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
C7orf50SNVMissense_Mutationrs190705576c.65C>Tp.Ala22Valp.A22VQ9BRJ6protein_codingtolerated(1)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
C7orf50SNVMissense_Mutationrs142388850c.560G>Ap.Arg187Glnp.R187QQ9BRJ6protein_codingdeleterious(0)possibly_damaging(0.805)TCGA-ZX-AA5X-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
C7orf50deletionFrame_Shift_Delrs767376979c.535delNp.Leu179CysfsTer136p.L179Cfs*136Q9BRJ6protein_codingTCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
C7orf50deletionFrame_Shift_Delrs767376979c.535delNp.Leu179CysfsTer136p.L179Cfs*136Q9BRJ6protein_codingTCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
C7orf50deletionFrame_Shift_Delrs767376979c.535delNp.Leu179CysfsTer136p.L179Cfs*136Q9BRJ6protein_codingTCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C7orf50deletionFrame_Shift_Delrs767376979c.535delNp.Leu179CysfsTer136p.L179Cfs*136Q9BRJ6protein_codingTCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
C7orf50deletionFrame_Shift_Delrs767376979c.535delNp.Leu179CysfsTer136p.L179Cfs*136Q9BRJ6protein_codingTCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=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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