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: FOSB

Gene summary for FOSB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOSB

Gene ID

2354

Gene nameFosB proto-oncogene, AP-1 transcription factor subunit
Gene AliasAP-1
Cytomap19q13.32
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P53539


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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
2354FOSBGSM4909281HumanBreastIDC4.23e-12-5.71e-010.21
2354FOSBGSM4909282HumanBreastIDC3.81e-13-6.16e-01-0.0288
2354FOSBGSM4909285HumanBreastIDC3.07e-16-4.26e-010.21
2354FOSBGSM4909286HumanBreastIDC7.32e-13-3.97e-010.1081
2354FOSBGSM4909290HumanBreastIDC3.28e-25-9.11e-010.2096
2354FOSBGSM4909291HumanBreastIDC9.77e-033.41e-010.1753
2354FOSBGSM4909293HumanBreastIDC1.16e-021.25e-010.1581
2354FOSBGSM4909294HumanBreastIDC1.02e-14-6.78e-010.2022
2354FOSBGSM4909298HumanBreastIDC4.77e-03-8.48e-030.1551
2354FOSBGSM4909299HumanBreastIDC1.01e-195.55e-010.035
2354FOSBGSM4909300HumanBreastIDC1.10e-136.88e-010.0334
2354FOSBGSM4909301HumanBreastIDC3.70e-043.34e-010.1577
2354FOSBGSM4909305HumanBreastIDC2.39e-031.96e-010.0436
2354FOSBGSM4909306HumanBreastIDC2.07e-04-5.18e-020.1564
2354FOSBGSM4909308HumanBreastIDC2.59e-063.41e-010.158
2354FOSBGSM4909311HumanBreastIDC1.33e-113.01e-020.1534
2354FOSBGSM4909313HumanBreastIDC3.58e-206.23e-010.0391
2354FOSBGSM4909315HumanBreastIDC5.51e-05-5.24e-010.21
2354FOSBGSM4909316HumanBreastIDC1.42e-09-8.65e-010.21
2354FOSBGSM4909317HumanBreastIDC1.65e-196.16e-010.1355
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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:00485459BreastPrecancerresponse to steroid hormone53/1080339/187233.07e-113.66e-0953
GO:00319608BreastPrecancerresponse to corticosteroid30/1080167/187232.50e-081.65e-0630
GO:00513848BreastPrecancerresponse to glucocorticoid26/1080148/187233.32e-071.57e-0526
GO:00100389BreastPrecancerresponse to metal ion47/1080373/187233.88e-071.79e-0547
GO:00075653BreastPrecancerfemale pregnancy29/1080193/187232.07e-067.31e-0529
GO:00447063BreastPrecancermulti-multicellular organism process31/1080220/187233.73e-061.19e-0431
GO:00094108BreastPrecancerresponse to xenobiotic stimulus45/1080462/187234.17e-045.56e-0345
GO:00712488BreastPrecancercellular response to metal ion24/1080197/187234.35e-045.79e-0324
GO:00712418BreastPrecancercellular response to inorganic substance26/1080226/187236.23e-047.78e-0326
GO:00513854BreastPrecancerresponse to mineralocorticoid8/108036/187238.49e-049.82e-038
GO:19016549BreastPrecancerresponse to ketone22/1080194/187231.89e-031.84e-0222
GO:00515925BreastPrecancerresponse to calcium ion18/1080149/187232.37e-032.19e-0218
GO:00515919BreastPrecancerresponse to cAMP13/108093/187232.57e-032.33e-0213
GO:00096126BreastPrecancerresponse to mechanical stimulus23/1080216/187233.41e-032.85e-0223
GO:00466839BreastPrecancerresponse to organophosphorus16/1080131/187233.60e-032.98e-0216
GO:00140749BreastPrecancerresponse to purine-containing compound17/1080148/187235.17e-033.86e-0217
GO:00973058BreastPrecancerresponse to alcohol25/1080253/187236.16e-034.35e-0225
GO:00514123BreastPrecancerresponse to corticosterone5/108022/187237.32e-034.88e-025
GO:004854514BreastIDCresponse to steroid hormone70/1434339/187231.34e-144.23e-1270
GO:001003814BreastIDCresponse to metal ion65/1434373/187232.95e-103.42e-0865
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0465716BreastPrecancerIL-17 signaling pathway20/68494/84654.74e-054.54e-043.48e-0420
hsa05031BreastPrecancerAmphetamine addiction14/68469/84651.05e-037.35e-035.63e-0314
hsa0465717BreastPrecancerIL-17 signaling pathway20/68494/84654.74e-054.54e-043.48e-0420
hsa050311BreastPrecancerAmphetamine addiction14/68469/84651.05e-037.35e-035.63e-0314
hsa050312BreastIDCAmphetamine addiction18/86769/84651.42e-041.36e-031.01e-0318
hsa0465721BreastIDCIL-17 signaling pathway18/86794/84656.39e-033.30e-022.47e-0218
hsa050313BreastIDCAmphetamine addiction18/86769/84651.42e-041.36e-031.01e-0318
hsa0465731BreastIDCIL-17 signaling pathway18/86794/84656.39e-033.30e-022.47e-0218
hsa050314BreastDCISAmphetamine addiction17/84669/84653.37e-042.72e-032.00e-0317
hsa0465741BreastDCISIL-17 signaling pathway18/84694/84654.95e-032.67e-021.96e-0218
hsa050315BreastDCISAmphetamine addiction17/84669/84653.37e-042.72e-032.00e-0317
hsa0465751BreastDCISIL-17 signaling pathway18/84694/84654.95e-032.67e-021.96e-0218
hsa0465718CervixCCIL-17 signaling pathway31/126794/84658.71e-067.43e-054.39e-0531
hsa0465719CervixCCIL-17 signaling pathway31/126794/84658.71e-067.43e-054.39e-0531
hsa0465722CervixHSIL_HPVIL-17 signaling pathway15/45994/84651.45e-041.74e-031.40e-0315
hsa0465732CervixHSIL_HPVIL-17 signaling pathway15/45994/84651.45e-041.74e-031.40e-0315
hsa0465742CervixN_HPVIL-17 signaling pathway16/34994/84651.20e-061.64e-051.28e-0516
hsa0465752CervixN_HPVIL-17 signaling pathway16/34994/84651.20e-061.64e-051.28e-0516
hsa0465720EndometriumEECIL-17 signaling pathway23/123794/84657.61e-033.63e-022.71e-0223
hsa04657110EndometriumEECIL-17 signaling pathway23/123794/84657.61e-033.63e-022.71e-0223
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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
FOSBSTMLiverCirrhoticFOS,JUNB,FXYD5, etc.3.66e-01The 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.
FOSBSTMOral cavityADJKLF4,FOS,ATF3, etc.7.25e-01The 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.
FOSBDUCT1PancreasHealthyTC2N,MCL1,PGGHG, etc.4.23e-01The 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.
FOSBCD8TCMPancreasPDACAC020916.1,NFE2L3,MYADM, etc.2.30e-01The 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.
FOSBCD4TNPancreasPDACAC020916.1,NFE2L3,MYADM, etc.1.85e-01The 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.
∗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
FOSBSNVMissense_Mutationc.592N>Cp.Glu198Glnp.E198QP53539protein_codingtolerated(1)possibly_damaging(0.887)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FOSBSNVMissense_Mutationnovelc.982N>Ap.Asp328Asnp.D328NP53539protein_codingdeleterious(0.02)probably_damaging(0.992)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
FOSBSNVMissense_Mutationnovelc.878N>Gp.Phe293Cysp.F293CP53539protein_codingtolerated(0.21)benign(0.201)TCGA-LL-A8F5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
FOSBinsertionFrame_Shift_Insnovelc.1005_1006insTCAACAAGAAGGAACTATAATTCTTCCCATCAp.Leu336SerfsTer126p.L336Sfs*126P53539protein_codingTCGA-AO-A03P-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozolePD
FOSBinsertionIn_Frame_Insnovelc.950_951insGACCAGCCTGGGAAACATAGGGAGGACTTGTCTCTAp.Ala317_Gln318insThrSerLeuGlyAsnIleGlyArgThrCysLeuTyrp.A317_Q318insTSLGNIGRTCLYP53539protein_codingTCGA-BH-A0B3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
FOSBSNVMissense_Mutationnovelc.861N>Cp.Gln287Hisp.Q287HP53539protein_codingtolerated(0.09)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FOSBSNVMissense_Mutationc.592G>Cp.Glu198Glnp.E198QP53539protein_codingtolerated(1)possibly_damaging(0.887)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
FOSBSNVMissense_Mutationc.859N>Gp.Gln287Glup.Q287EP53539protein_codingtolerated(1)benign(0.003)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FOSBSNVMissense_Mutationc.498A>Cp.Lys166Asnp.K166NP53539protein_codingdeleterious(0)probably_damaging(0.996)TCGA-LP-A5U3-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FOSBSNVMissense_Mutationnovelc.491G>Ap.Arg164Glnp.R164QP53539protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<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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