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: C10orf99

Gene summary for C10ORF99

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C10orf99

Gene ID

387695

Gene namechromosome 10 open reading frame 99
Gene AliasAP-57
Cytomap10q23.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q6UWK7


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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
387695C10orf99CA_HPV_1HumanCervixCC1.93e-06-2.14e-010.0264
387695C10orf99N_HPV_2HumanCervixN_HPV4.33e-042.05e-01-0.0131
387695C10orf99TumorHumanCervixCC2.04e-651.24e+000.1241
387695C10orf99sample3HumanCervixCC5.95e-571.06e+000.1387
387695C10orf99T1HumanCervixCC3.52e-03-2.14e-010.0918
387695C10orf99T3HumanCervixCC2.23e-581.07e+000.1389
387695C10orf99HTA11_3410_2000001011HumanColorectumAD3.03e-299.24e-010.0155
387695C10orf99HTA11_2487_2000001011HumanColorectumSER5.16e-179.59e-01-0.1808
387695C10orf99HTA11_2951_2000001011HumanColorectumAD2.51e-069.91e-010.0216
387695C10orf99HTA11_1938_2000001011HumanColorectumAD1.70e-151.02e+00-0.0811
387695C10orf99HTA11_78_2000001011HumanColorectumAD2.68e-137.96e-01-0.1088
387695C10orf99HTA11_347_2000001011HumanColorectumAD3.75e-762.12e+00-0.1954
387695C10orf99HTA11_411_2000001011HumanColorectumSER5.23e-101.51e+00-0.2602
387695C10orf99HTA11_2112_2000001011HumanColorectumSER4.65e-081.20e+00-0.2196
387695C10orf99HTA11_3361_2000001011HumanColorectumAD2.89e-271.53e+00-0.1207
387695C10orf99HTA11_83_2000001011HumanColorectumSER1.16e-281.58e+00-0.1526
387695C10orf99HTA11_696_2000001011HumanColorectumAD7.92e-601.93e+00-0.1464
387695C10orf99HTA11_866_2000001011HumanColorectumAD1.52e-441.51e+00-0.1001
387695C10orf99HTA11_1391_2000001011HumanColorectumAD1.04e-411.93e+00-0.059
387695C10orf99HTA11_2992_2000001011HumanColorectumSER1.21e-121.32e+00-0.1706
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
GO:00603267CervixCCcell chemotaxis73/2311310/187232.82e-081.96e-0673
GO:00305957CervixCCleukocyte chemotaxis57/2311230/187231.48e-077.07e-0657
GO:00509007CervixCCleukocyte migration78/2311369/187231.09e-063.80e-0578
GO:00026857CervixCCregulation of leukocyte migration50/2311210/187232.95e-068.31e-0550
GO:19028062CervixCCregulation of cell cycle G1/S phase transition41/2311168/187231.18e-052.51e-0441
GO:00716755CervixCCregulation of mononuclear cell migration31/2311115/187231.67e-053.22e-0431
GO:00448434CervixCCcell cycle G1/S phase transition53/2311241/187231.76e-053.32e-0453
GO:19019873CervixCCregulation of cell cycle phase transition74/2311390/187239.80e-051.27e-0374
GO:00513021CervixCCregulation of cell division39/2311177/187232.05e-042.33e-0339
GO:00716745CervixCCmononuclear cell migration40/2311196/187238.79e-047.62e-0340
GO:20004043CervixCCregulation of T cell migration13/231142/187231.18e-039.56e-0313
GO:00726782CervixCCT cell migration17/231166/187232.20e-031.58e-0217
GO:00457862CervixCCnegative regulation of cell cycle67/2311385/187232.21e-031.59e-0267
GO:20004012CervixCCregulation of lymphocyte migration16/231161/187232.40e-031.70e-0216
GO:00109482CervixCCnegative regulation of cell cycle process51/2311294/187237.35e-033.94e-0251
GO:19028071CervixCCnegative regulation of cell cycle G1/S phase transition20/231193/187238.80e-034.50e-0220
GO:000268522CervixN_HPVregulation of leukocyte migration23/534210/187233.69e-084.31e-0623
GO:007167522CervixN_HPVregulation of mononuclear cell migration16/534115/187231.70e-071.43e-0516
GO:003059522CervixN_HPVleukocyte chemotaxis23/534230/187231.97e-071.60e-0523
GO:005090022CervixN_HPVleukocyte migration30/534369/187232.90e-072.13e-0530
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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
C10orf99SNVMissense_Mutationnovelc.161N>Ap.Gly54Glup.G54EQ6UWK7protein_codingtolerated(0.07)possibly_damaging(0.888)TCGA-A2-A04Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
C10orf99SNVMissense_Mutationc.69A>Tp.Glu23Aspp.E23DQ6UWK7protein_codingdeleterious(0)probably_damaging(0.925)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
C10orf99SNVMissense_Mutationrs771262901c.79N>Tp.Arg27Cysp.R27CQ6UWK7protein_codingtolerated(0.1)possibly_damaging(0.453)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C10orf99SNVMissense_Mutationc.208N>Tp.Arg70Cysp.R70CQ6UWK7protein_codingdeleterious(0.03)benign(0.276)TCGA-AP-A0LD-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C10orf99SNVMissense_Mutationrs771262901c.79N>Tp.Arg27Cysp.R27CQ6UWK7protein_codingtolerated(0.1)possibly_damaging(0.453)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
C10orf99SNVMissense_Mutationnovelc.70N>Ap.Gly24Argp.G24RQ6UWK7protein_codingdeleterious(0)probably_damaging(0.995)TCGA-BG-A221-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C10orf99SNVMissense_Mutationnovelc.43N>Ap.Leu15Ilep.L15IQ6UWK7protein_codingdeleterious(0.02)probably_damaging(0.925)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
C10orf99SNVMissense_Mutationnovelc.220N>Tp.Val74Leup.V74LQ6UWK7protein_codingtolerated(0.11)probably_damaging(0.992)TCGA-56-8307-01Lunglung squamous cell carcinomaFemale<65I/IIUnknownUnknownSD
C10orf99SNVMissense_Mutationnovelc.133N>Ap.Pro45Thrp.P45TQ6UWK7protein_codingdeleterious(0.03)benign(0.06)TCGA-LA-A7SW-01Lunglung squamous cell carcinomaMale>=65III/IVChemotherapycisplatinPD
C10orf99SNVMissense_Mutationc.57C>Gp.Ile19Metp.I19MQ6UWK7protein_codingdeleterious(0.01)benign(0.299)TCGA-CH-5762-01Prostateprostate adenocarcinomaMale<657UnknownUnknownSD
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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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