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: SP110

Gene summary for SP110

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SP110

Gene ID

3431

Gene nameSP110 nuclear body protein
Gene AliasIFI41
Cytomap2q37.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9HB58


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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
3431SP110P91T-EHumanEsophagusESCC1.89e-201.52e+000.1828
3431SP110P107T-EHumanEsophagusESCC2.46e-521.13e+000.171
3431SP110P126T-EHumanEsophagusESCC3.73e-045.81e-010.1125
3431SP110P127T-EHumanEsophagusESCC1.78e-091.73e-010.0826
3431SP110P128T-EHumanEsophagusESCC1.73e-073.73e-010.1241
3431SP110P130T-EHumanEsophagusESCC1.39e-185.11e-010.1676
3431SP110HCC1_MengHumanLiverHCC4.35e-05-5.73e-020.0246
3431SP110HCC2_MengHumanLiverHCC1.45e-041.73e-030.0107
3431SP110HCC2HumanLiverHCC2.06e-113.08e+000.5341
3431SP110HCC5HumanLiverHCC2.49e-042.44e+000.4932
3431SP110Pt13.bHumanLiverHCC4.51e-081.30e-010.0251
3431SP110Pt14.bHumanLiverHCC1.35e-031.98e-010.018
3431SP110Pt14.dHumanLiverHCC2.28e-022.36e-010.0143
3431SP110S014HumanLiverHCC9.93e-032.62e-010.2254
3431SP110S015HumanLiverHCC3.29e-023.17e-010.2375
3431SP110S028HumanLiverHCC8.60e-147.99e-010.2503
3431SP110S029HumanLiverHCC3.21e-086.99e-010.2581
3431SP110C04HumanOral cavityOSCC2.98e-033.82e-010.2633
3431SP110C21HumanOral cavityOSCC2.27e-278.81e-010.2678
3431SP110C30HumanOral cavityOSCC1.26e-391.57e+000.3055
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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
SP110SNVMissense_Mutationrs868540504c.2134N>Tp.Leu712Phep.L712FQ9HB58protein_codingtolerated_low_confidence(0.72)benign(0.011)TCGA-A2-A0YG-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
SP110SNVMissense_Mutationc.406N>Ap.Pro136Thrp.P136TQ9HB58protein_codingtolerated(0.18)benign(0.059)TCGA-A2-A0YG-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
SP110SNVMissense_Mutationc.958N>Gp.Gln320Glup.Q320EQ9HB58protein_codingtolerated(0.36)benign(0.444)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SP110SNVMissense_Mutationrs200928586c.1579G>Ap.Glu527Lysp.E527KQ9HB58protein_codingtolerated(1)benign(0.013)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
SP110SNVMissense_Mutationc.470N>Ap.Ser157Asnp.S157NQ9HB58protein_codingtolerated(0.18)benign(0.011)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
SP110deletionFrame_Shift_Delnovelc.896delNp.Gly299GlufsTer33p.G299Efs*33Q9HB58protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
SP110SNVMissense_Mutationc.1973C>Tp.Ala658Valp.A658VQ9HB58protein_codingtolerated(0.09)possibly_damaging(0.62)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SP110SNVMissense_Mutationc.1013N>Tp.Ala338Valp.A338VQ9HB58protein_codingtolerated(0.14)possibly_damaging(0.878)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SP110SNVMissense_Mutationc.850N>Gp.Ile284Valp.I284VQ9HB58protein_codingtolerated(0.2)benign(0.007)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SP110SNVMissense_Mutationc.1208N>Gp.Thr403Serp.T403SQ9HB58protein_codingtolerated(0.14)probably_damaging(0.986)TCGA-RU-A8FL-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
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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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