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: SPRR1B

Gene summary for SPRR1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPRR1B

Gene ID

6699

Gene namesmall proline rich protein 1B
Gene AliasCORNIFIN
Cytomap1q21.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

P22528


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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
6699SPRR1BHSIL_HPV_2HumanCervixHSIL_HPV4.75e-06-2.33e-010.0208
6699SPRR1BCCI_1HumanCervixCC3.56e-081.04e+000.528
6699SPRR1BTumorHumanCervixCC5.09e-351.12e+000.1241
6699SPRR1Bsample3HumanCervixCC8.10e-401.20e+000.1387
6699SPRR1BL1HumanCervixCC8.08e-231.11e+000.0802
6699SPRR1BT3HumanCervixCC1.38e-391.22e+000.1389
6699SPRR1BLZE20THumanEsophagusESCC2.68e-046.70e-010.0662
6699SPRR1BP4T-EHumanEsophagusESCC6.07e-101.65e+000.1323
6699SPRR1BP5T-EHumanEsophagusESCC1.23e-331.71e+000.1327
6699SPRR1BP21T-EHumanEsophagusESCC1.17e-039.86e-010.1617
6699SPRR1BP23T-EHumanEsophagusESCC2.98e-192.21e+000.108
6699SPRR1BP26T-EHumanEsophagusESCC1.19e-024.31e-010.1276
6699SPRR1BP28T-EHumanEsophagusESCC7.52e-066.10e-010.1149
6699SPRR1BP39T-EHumanEsophagusESCC3.16e-109.70e-010.0894
6699SPRR1BP42T-EHumanEsophagusESCC6.50e-081.06e+000.1175
6699SPRR1BP47T-EHumanEsophagusESCC8.64e-049.41e-010.1067
6699SPRR1BP52T-EHumanEsophagusESCC4.85e-041.44e-010.1555
6699SPRR1BP74T-EHumanEsophagusESCC4.29e-091.55e+000.1479
6699SPRR1BP91T-EHumanEsophagusESCC1.83e-028.21e-010.1828
6699SPRR1BP107T-EHumanEsophagusESCC2.17e-151.17e+000.171
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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
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
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
∗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:00085446CervixCCepidermis development83/2311324/187233.91e-118.54e-0983
GO:00435884CervixCCskin development71/2311263/187238.04e-111.46e-0871
GO:00302164CervixCCkeratinocyte differentiation42/2311139/187231.74e-081.28e-0642
GO:00099137CervixCCepidermal cell differentiation53/2311202/187235.48e-083.25e-0653
GO:00181493CervixCCpeptide cross-linking10/231135/187237.99e-034.18e-0210
GO:000854413CervixHSIL_HPVepidermis development38/737324/187231.92e-093.23e-0738
GO:003021611CervixHSIL_HPVkeratinocyte differentiation22/737139/187232.53e-082.18e-0622
GO:004358813CervixHSIL_HPVskin development31/737263/187235.32e-083.89e-0631
GO:000991313CervixHSIL_HPVepidermal cell differentiation26/737202/187231.10e-077.15e-0626
GO:00181491CervixHSIL_HPVpeptide cross-linking8/73735/187235.08e-051.26e-038
GO:00435888EsophagusESCCskin development163/8552263/187236.48e-081.14e-06163
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:000991310EsophagusESCCepidermal cell differentiation122/8552202/187231.69e-051.51e-04122
GO:00302167EsophagusESCCkeratinocyte differentiation86/8552139/187238.53e-056.19e-0486
GO:00435887Oral cavityOSCCskin development143/7305263/187232.77e-074.27e-06143
GO:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
GO:00302166Oral cavityOSCCkeratinocyte differentiation81/7305139/187233.16e-063.81e-0581
GO:00099139Oral cavityOSCCepidermal cell differentiation109/7305202/187231.08e-051.14e-04109
GO:000854416Oral cavityLPepidermis development112/4623324/187233.81e-055.61e-04112
GO:004358816Oral cavityLPskin development93/4623263/187236.47e-058.70e-0493
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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
SPRR1BSNVMissense_Mutationnovelc.211G>Ap.Glu71Lysp.E71KP22528protein_codingdeleterious(0.01)possibly_damaging(0.9)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
SPRR1BSNVMissense_Mutationc.184C>Ap.Pro62Thrp.P62TP22528protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DM-A1HA-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
SPRR1BSNVMissense_Mutationc.250N>Ap.Gln84Lysp.Q84KP22528protein_codingdeleterious(0.01)possibly_damaging(0.672)TCGA-DY-A1DG-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
SPRR1BSNVMissense_Mutationnovelc.204G>Tp.Lys68Asnp.K68NP22528protein_codingdeleterious(0.03)possibly_damaging(0.815)TCGA-EO-A22T-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SPRR1BSNVMissense_Mutationc.70N>Tp.Pro24Serp.P24SP22528protein_codingdeleterious(0)possibly_damaging(0.619)TCGA-DD-A3A6-01Liverliver hepatocellular carcinomaFemale>=65I/IIUnknownUnknownSD
SPRR1BSNVMissense_Mutationrs201420448c.59N>Cp.Gln20Prop.Q20PP22528protein_codingdeleterious(0)probably_damaging(0.927)TCGA-DD-AACA-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownPD
SPRR1BSNVMissense_Mutationnovelc.47N>Cp.Leu16Prop.L16PP22528protein_codingtolerated(0.38)benign(0)TCGA-05-4424-01Lunglung adenocarcinomaMale>=65I/IITargeted Molecular therapyerlotinibSD
SPRR1BSNVMissense_Mutationc.139N>Cp.Glu47Glnp.E47QP22528protein_codingtolerated(0.41)probably_damaging(0.998)TCGA-53-7624-01Lunglung adenocarcinomaFemale<65III/IVChemotherapycisplatinPD
SPRR1BSNVMissense_Mutationc.13N>Gp.Gln5Glup.Q5EP22528protein_codingdeleterious(0.03)benign(0.078)TCGA-99-8028-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
SPRR1BSNVMissense_Mutationrs781282352c.157N>Ap.Val53Metp.V53MP22528protein_codingtolerated(0.05)possibly_damaging(0.888)TCGA-CR-7388-01Oral cavityhead & neck squamous cell carcinomaFemale>=65I/IIChemotherapycarboplatinPD
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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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