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: SP100

Gene summary for SP100

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SP100

Gene ID

6672

Gene nameSP100 nuclear antigen
Gene Aliaslysp100b
Cytomap2q37.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

P23497


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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
6672SP100LZE4THumanEsophagusESCC1.96e-196.64e-010.0811
6672SP100LZE5THumanEsophagusESCC3.51e-086.57e-010.0514
6672SP100LZE8THumanEsophagusESCC5.55e-073.82e-010.067
6672SP100LZE20THumanEsophagusESCC7.49e-146.33e-010.0662
6672SP100LZE22THumanEsophagusESCC7.92e-032.29e-010.068
6672SP100LZE24THumanEsophagusESCC1.66e-421.42e+000.0596
6672SP100LZE21THumanEsophagusESCC1.64e-056.15e-010.0655
6672SP100LZE6THumanEsophagusESCC1.63e-106.02e-010.0845
6672SP100P1T-EHumanEsophagusESCC1.44e-118.62e-010.0875
6672SP100P2T-EHumanEsophagusESCC3.36e-447.82e-010.1177
6672SP100P4T-EHumanEsophagusESCC1.58e-133.74e-010.1323
6672SP100P5T-EHumanEsophagusESCC2.74e-275.41e-010.1327
6672SP100P8T-EHumanEsophagusESCC5.37e-539.65e-010.0889
6672SP100P9T-EHumanEsophagusESCC1.10e-308.88e-010.1131
6672SP100P10T-EHumanEsophagusESCC2.25e-121.63e-010.116
6672SP100P11T-EHumanEsophagusESCC1.78e-331.75e+000.1426
6672SP100P12T-EHumanEsophagusESCC4.23e-255.12e-010.1122
6672SP100P15T-EHumanEsophagusESCC3.00e-379.81e-010.1149
6672SP100P17T-EHumanEsophagusESCC1.45e-171.11e+000.1278
6672SP100P19T-EHumanEsophagusESCC7.44e-119.53e-010.1662
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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
GO:009013016ProstateBPHtissue migration105/3107365/187233.21e-091.24e-07105
GO:001063116ProstateBPHepithelial cell migration103/3107357/187233.80e-091.44e-07103
GO:000166717ProstateBPHameboidal-type cell migration128/3107475/187235.69e-092.05e-07128
GO:001063216ProstateBPHregulation of epithelial cell migration87/3107292/187231.18e-083.87e-0787
GO:004682215ProstateBPHregulation of nucleocytoplasmic transport40/3107106/187231.35e-073.20e-0640
GO:003033016ProstateBPHDNA damage response, signal transduction by p53 class mediator30/310772/187234.09e-078.44e-0630
GO:00322005ProstateBPHtelomere organization52/3107159/187234.40e-078.92e-0652
GO:005110017ProstateBPHnegative regulation of binding52/3107162/187238.41e-071.56e-0552
GO:004518518ProstateBPHmaintenance of protein location35/310794/187231.16e-062.07e-0535
GO:00325079ProstateBPHmaintenance of protein location in cell27/310765/187231.65e-062.78e-0527
GO:00512715ProstateBPHnegative regulation of cellular component movement94/3107367/187236.18e-069.00e-0594
GO:190204110ProstateBPHregulation of extrinsic apoptotic signaling pathway via death domain receptors21/310749/187231.30e-051.72e-0421
GO:20001465ProstateBPHnegative regulation of cell motility91/3107359/187231.34e-051.76e-0491
GO:00510516ProstateBPHnegative regulation of transport113/3107470/187231.76e-052.18e-04113
GO:005116815ProstateBPHnuclear export46/3107154/187232.86e-053.32e-0446
GO:000862514ProstateBPHextrinsic apoptotic signaling pathway via death domain receptors29/310782/187232.92e-053.34e-0429
GO:00435429ProstateBPHendothelial cell migration73/3107279/187233.03e-053.46e-0473
GO:00400135ProstateBPHnegative regulation of locomotion96/3107391/187233.11e-053.54e-0496
GO:00303365ProstateBPHnegative regulation of cell migration86/3107344/187233.93e-054.25e-0486
GO:00427706ProstateBPHsignal transduction in response to DNA damage49/3107172/187236.21e-056.23e-0449
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0520325EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa0520335EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa05203LiverCirrhoticViral carcinogenesis76/2530204/84651.34e-024.20e-022.59e-0276
hsa052031LiverCirrhoticViral carcinogenesis76/2530204/84651.34e-024.20e-022.59e-0276
hsa052032LiverHCCViral carcinogenesis117/4020204/84652.68e-038.98e-035.00e-03117
hsa052033LiverHCCViral carcinogenesis117/4020204/84652.68e-038.98e-035.00e-03117
hsa052034LungIACViral carcinogenesis43/1053204/84653.02e-043.07e-032.04e-0343
hsa0520311LungIACViral carcinogenesis43/1053204/84653.02e-043.07e-032.04e-0343
hsa0520321LungAISViral carcinogenesis37/961204/84652.49e-031.49e-029.55e-0337
hsa0520331LungAISViral carcinogenesis37/961204/84652.49e-031.49e-029.55e-0337
hsa052038Oral cavityOSCCViral carcinogenesis124/3704204/84655.57e-073.28e-061.67e-06124
hsa0520314Oral cavityOSCCViral carcinogenesis124/3704204/84655.57e-073.28e-061.67e-06124
hsa0520324Oral cavityLPViral carcinogenesis90/2418204/84651.20e-061.38e-058.89e-0690
hsa0520334Oral cavityLPViral carcinogenesis90/2418204/84651.20e-061.38e-058.89e-0690
hsa0520342Oral cavityEOLPViral carcinogenesis55/1218204/84651.54e-061.34e-057.92e-0655
hsa0520351Oral cavityEOLPViral carcinogenesis55/1218204/84651.54e-061.34e-057.92e-0655
hsa0520361Oral cavityNEOLPViral carcinogenesis56/1112204/84652.90e-085.34e-073.36e-0756
hsa0520371Oral cavityNEOLPViral carcinogenesis56/1112204/84652.90e-085.34e-073.36e-0756
hsa052037ProstateBPHViral carcinogenesis69/1718204/84653.40e-062.87e-051.78e-0569
hsa0520313ProstateBPHViral carcinogenesis69/1718204/84653.40e-062.87e-051.78e-0569
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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
SP100SNVMissense_Mutationc.1561N>Ap.Glu521Lysp.E521KP23497protein_codingtolerated(0.06)benign(0.098)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SP100SNVMissense_Mutationnovelc.1863N>Ap.Phe621Leup.F621LP23497protein_codingtolerated(1)benign(0.003)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SP100SNVMissense_Mutationc.802N>Ap.Leu268Metp.L268MP23497protein_codingdeleterious(0.01)probably_damaging(0.948)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SP100SNVMissense_Mutationc.401N>Gp.Tyr134Cysp.Y134CP23497protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SP100SNVMissense_Mutationc.1157N>Ap.Arg386Lysp.R386KP23497protein_codingtolerated(0.45)benign(0.237)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
SP100SNVMissense_Mutationrs373614701c.116N>Tp.Thr39Metp.T39MP23497protein_codingdeleterious(0.02)possibly_damaging(0.821)TCGA-BH-A0GZ-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
SP100SNVMissense_Mutationnovelc.1126C>Tp.Pro376Serp.P376SP23497protein_codingtolerated(0.59)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SP100SNVMissense_Mutationnovelc.2119G>Ap.Val707Metp.V707MP23497protein_codingdeleterious(0.04)possibly_damaging(0.874)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SP100SNVMissense_Mutationnovelc.926N>Tp.Cys309Phep.C309FP23497protein_codingtolerated(0.7)benign(0.048)TCGA-C5-A8YR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SP100SNVMissense_Mutationnovelc.125A>Gp.Gln42Argp.Q42RP23497protein_codingdeleterious(0.01)benign(0.069)TCGA-EA-A97N-01Cervixcervical & endocervical cancerFemale<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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