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: OSER1

Gene summary for OSER1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OSER1

Gene ID

51526

Gene nameoxidative stress responsive serine rich 1
Gene AliasC20orf111
Cytomap20q13.12
Gene Typeprotein-coding
GO ID

GO:0000302

UniProtAcc

Q9NX31


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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
51526OSER1C57HumanOral cavityOSCC1.07e-055.09e-010.1679
51526OSER1C08HumanOral cavityOSCC2.89e-247.24e-010.1919
51526OSER1C09HumanOral cavityOSCC1.21e-166.22e-010.1431
51526OSER1LN22HumanOral cavityOSCC2.15e-038.77e-010.1733
51526OSER1LN46HumanOral cavityOSCC1.00e-151.06e+000.1666
51526OSER1LP15HumanOral cavityLP5.24e-061.13e+000.2174
51526OSER1LP17HumanOral cavityLP1.88e-027.44e-010.2349
51526OSER1SYSMH1HumanOral cavityOSCC9.81e-176.67e-010.1127
51526OSER1SYSMH2HumanOral cavityOSCC2.02e-228.27e-010.2326
51526OSER1SYSMH3HumanOral cavityOSCC1.18e-105.60e-010.2442
51526OSER1SYSMH6HumanOral cavityOSCC6.79e-114.41e-010.1275
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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
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
∗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:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:0062197111EsophagusESCCcellular response to chemical stress234/8552337/187235.37e-195.97e-17234
GO:0034599111EsophagusESCCcellular response to oxidative stress197/8552288/187233.76e-152.15e-13197
GO:0000302111EsophagusESCCresponse to reactive oxygen species150/8552222/187233.06e-111.02e-09150
GO:0042542111EsophagusESCCresponse to hydrogen peroxide102/8552146/187232.64e-095.81e-08102
GO:003461420EsophagusESCCcellular response to reactive oxygen species103/8552155/187231.34e-072.17e-06103
GO:00703018EsophagusESCCcellular response to hydrogen peroxide68/855298/187231.70e-062.03e-0568
GO:000697912LiverCirrhoticresponse to oxidative stress196/4634446/187232.80e-195.86e-17196
GO:006219712LiverCirrhoticcellular response to chemical stress147/4634337/187231.84e-141.72e-12147
GO:003459912LiverCirrhoticcellular response to oxidative stress127/4634288/187234.29e-133.32e-11127
GO:000030212LiverCirrhoticresponse to reactive oxygen species100/4634222/187232.92e-111.73e-09100
GO:004254212LiverCirrhoticresponse to hydrogen peroxide71/4634146/187233.40e-101.63e-0871
GO:00346147LiverCirrhoticcellular response to reactive oxygen species70/4634155/187232.27e-087.91e-0770
GO:00703012LiverCirrhoticcellular response to hydrogen peroxide46/463498/187231.49e-062.93e-0546
GO:000697922LiverHCCresponse to oxidative stress281/7958446/187239.75e-191.24e-16281
GO:006219722LiverHCCcellular response to chemical stress216/7958337/187236.86e-165.44e-14216
GO:003459922LiverHCCcellular response to oxidative stress183/7958288/187233.65e-131.93e-11183
GO:000030222LiverHCCresponse to reactive oxygen species144/7958222/187231.24e-115.09e-10144
GO:004254222LiverHCCresponse to hydrogen peroxide100/7958146/187231.79e-106.15e-09100
GO:003461412LiverHCCcellular response to reactive oxygen species102/7958155/187233.70e-099.89e-08102
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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
OSER1SNVMissense_Mutationc.180N>Ap.Asp60Glup.D60EQ9NX31protein_codingtolerated(1)benign(0.068)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
OSER1SNVMissense_Mutationrs781381485c.719N>Tp.Ser240Leup.S240LQ9NX31protein_codingtolerated(0.08)benign(0.062)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
OSER1SNVMissense_Mutationrs373020907c.235N>Tp.Arg79Cysp.R79CQ9NX31protein_codingtolerated(0.07)probably_damaging(0.968)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
OSER1SNVMissense_Mutationc.145N>Tp.Asp49Tyrp.D49YQ9NX31protein_codingdeleterious(0.03)probably_damaging(0.916)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
OSER1SNVMissense_Mutationrs777251819c.415G>Ap.Asp139Asnp.D139NQ9NX31protein_codingtolerated(0.12)benign(0.027)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
OSER1SNVMissense_Mutationc.226N>Gp.Thr76Alap.T76AQ9NX31protein_codingdeleterious(0.02)possibly_damaging(0.492)TCGA-AG-3728-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapyfolinicCR
OSER1SNVMissense_Mutationnovelc.633N>Ap.Asp211Glup.D211EQ9NX31protein_codingtolerated(0.16)benign(0.003)TCGA-AG-A014-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
OSER1SNVMissense_Mutationnovelc.773G>Ap.Arg258Glnp.R258QQ9NX31protein_codingdeleterious(0.03)benign(0.116)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
OSER1SNVMissense_Mutationc.639N>Cp.Glu213Aspp.E213DQ9NX31protein_codingdeleterious(0.01)probably_damaging(0.912)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
OSER1SNVMissense_Mutationc.217G>Ap.Ala73Thrp.A73TQ9NX31protein_codingtolerated(0.35)benign(0.01)TCGA-AP-A0LD-01Endometriumuterine corpus endometrioid carcinomaFemale<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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