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: C6orf62

Gene summary for C6ORF62

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C6orf62

Gene ID

81688

Gene namechromosome 6 open reading frame 62
Gene AliasNbla00237
Cytomap6p22.3
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

A0A024R026


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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
81688C6orf62LZE2THumanEsophagusESCC7.56e-032.07e-010.082
81688C6orf62LZE4THumanEsophagusESCC1.82e-154.96e-020.0811
81688C6orf62LZE5THumanEsophagusESCC5.26e-043.49e-010.0514
81688C6orf62LZE7THumanEsophagusESCC2.69e-066.33e-010.0667
81688C6orf62LZE8THumanEsophagusESCC5.38e-071.08e-010.067
81688C6orf62LZE21D1HumanEsophagusHGIN3.27e-057.17e-020.0632
81688C6orf62LZE22D1HumanEsophagusHGIN5.37e-058.48e-020.0595
81688C6orf62LZE22THumanEsophagusESCC2.13e-061.31e-010.068
81688C6orf62LZE24THumanEsophagusESCC2.72e-064.06e-010.0596
81688C6orf62P1T-EHumanEsophagusESCC1.33e-083.55e-010.0875
81688C6orf62P2T-EHumanEsophagusESCC3.72e-275.48e-010.1177
81688C6orf62P4T-EHumanEsophagusESCC4.30e-241.84e-010.1323
81688C6orf62P5T-EHumanEsophagusESCC1.89e-14-2.44e-020.1327
81688C6orf62P8T-EHumanEsophagusESCC4.44e-223.54e-010.0889
81688C6orf62P9T-EHumanEsophagusESCC1.68e-123.63e-010.1131
81688C6orf62P10T-EHumanEsophagusESCC1.11e-264.83e-010.116
81688C6orf62P11T-EHumanEsophagusESCC4.51e-064.47e-010.1426
81688C6orf62P12T-EHumanEsophagusESCC3.32e-212.34e-010.1122
81688C6orf62P15T-EHumanEsophagusESCC5.73e-182.59e-010.1149
81688C6orf62P16T-EHumanEsophagusESCC7.26e-182.08e-010.1153
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
C6orf62SNVMissense_Mutationc.151N>Ap.Glu51Lysp.E51KQ9GZU0protein_codingdeleterious(0.04)probably_damaging(0.981)TCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
C6orf62SNVMissense_Mutationc.568C>Gp.Pro190Alap.P190AQ9GZU0protein_codingtolerated(0.13)possibly_damaging(0.508)TCGA-BH-A0H5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
C6orf62SNVMissense_Mutationc.151N>Ap.Glu51Lysp.E51KQ9GZU0protein_codingdeleterious(0.04)probably_damaging(0.981)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
C6orf62SNVMissense_Mutationnovelc.503N>Tp.Gly168Valp.G168VQ9GZU0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-JW-AAVH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
C6orf62SNVMissense_Mutationnovelc.205N>Gp.Lys69Glup.K69EQ9GZU0protein_codingtolerated(0.31)benign(0.133)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
C6orf62SNVMissense_Mutationnovelc.287N>Ap.Arg96Glnp.R96QQ9GZU0protein_codingtolerated(0.15)probably_damaging(0.947)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
C6orf62SNVMissense_Mutationrs746089400c.671G>Ap.Arg224Hisp.R224HQ9GZU0protein_codingtolerated_low_confidence(0.17)benign(0)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
C6orf62insertionFrame_Shift_Insnovelc.69_70insAp.Glu24ArgfsTer5p.E24Rfs*5Q9GZU0protein_codingTCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
C6orf62SNVMissense_Mutationc.353N>Ap.Arg118Glnp.R118QQ9GZU0protein_codingtolerated(0.08)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
C6orf62SNVMissense_Mutationnovelc.498G>Tp.Lys166Asnp.K166NQ9GZU0protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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