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: C11orf98

Gene summary for C11ORF98

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C11orf98

Gene ID

102288414

Gene namechromosome 11 open reading frame 98
Gene AliasC11orf48
Cytomap11q12.3
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

A0A0B4J220


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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
102288414C11orf98LZE2THumanEsophagusESCC9.54e-068.93e-010.082
102288414C11orf98LZE4THumanEsophagusESCC6.54e-246.52e-010.0811
102288414C11orf98LZE5THumanEsophagusESCC5.52e-137.78e-010.0514
102288414C11orf98LZE7THumanEsophagusESCC1.05e-238.22e-010.0667
102288414C11orf98LZE8THumanEsophagusESCC2.19e-195.16e-010.067
102288414C11orf98LZE20THumanEsophagusESCC8.11e-143.90e-010.0662
102288414C11orf98LZE21D1HumanEsophagusHGIN4.41e-043.63e-010.0632
102288414C11orf98LZE22D1HumanEsophagusHGIN9.21e-094.42e-010.0595
102288414C11orf98LZE22THumanEsophagusESCC4.24e-146.52e-010.068
102288414C11orf98LZE24D1HumanEsophagusHGIN3.66e-037.66e-010.054
102288414C11orf98LZE24THumanEsophagusESCC2.82e-541.19e+000.0596
102288414C11orf98LZE22D3HumanEsophagusHGIN1.73e-024.41e-010.0653
102288414C11orf98LZE21THumanEsophagusESCC2.14e-104.08e-010.0655
102288414C11orf98LZE6THumanEsophagusESCC4.33e-268.76e-010.0845
102288414C11orf98P1T-EHumanEsophagusESCC1.42e-197.10e-010.0875
102288414C11orf98P2T-EHumanEsophagusESCC1.24e-518.37e-010.1177
102288414C11orf98P4T-EHumanEsophagusESCC1.33e-792.05e+000.1323
102288414C11orf98P5T-EHumanEsophagusESCC2.77e-681.13e+000.1327
102288414C11orf98P8T-EHumanEsophagusESCC1.51e-641.14e+000.0889
102288414C11orf98P9T-EHumanEsophagusESCC4.19e-419.39e-010.1131
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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
∗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
C11orf98SNVMissense_Mutationnovelc.367N>Gp.Ser123Glyp.S123Gprotein_codingdeleterious_low_confidence(0.02)benign(0.434)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
C11orf98SNVMissense_Mutationnovelc.21N>Cp.Lys7Asnp.K7Nprotein_codingdeleterious(0.01)possibly_damaging(0.892)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
C11orf98SNVMissense_Mutationnovelc.206N>Ap.Arg69Hisp.R69Hprotein_codingdeleterious(0.01)benign(0.037)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C11orf98SNVMissense_Mutationnovelc.206G>Ap.Arg69Hisp.R69Hprotein_codingdeleterious(0.01)benign(0.037)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C11orf98SNVMissense_Mutationnovelc.318N>Tp.Lys106Asnp.K106Nprotein_codingtolerated(0.12)benign(0.009)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
C11orf98SNVMissense_Mutationnovelc.308N>Gp.Lys103Argp.K103Rprotein_codingtolerated(0.22)benign(0.058)TCGA-34-2596-01Lunglung 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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