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: SERPINB6

Gene summary for SERPINB6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SERPINB6

Gene ID

5269

Gene nameserpin family B member 6
Gene AliasCAP
Cytomap6p25.2
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

A0A024QZX5


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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
5269SERPINB6HTA11_3410_2000001011HumanColorectumAD3.94e-021.69e-010.0155
5269SERPINB6HTA11_2487_2000001011HumanColorectumSER1.10e-099.10e-01-0.1808
5269SERPINB6HTA11_1938_2000001011HumanColorectumAD4.80e-188.99e-01-0.0811
5269SERPINB6HTA11_78_2000001011HumanColorectumAD4.71e-085.50e-01-0.1088
5269SERPINB6HTA11_347_2000001011HumanColorectumAD5.95e-105.20e-01-0.1954
5269SERPINB6HTA11_411_2000001011HumanColorectumSER1.91e-041.31e+00-0.2602
5269SERPINB6HTA11_2112_2000001011HumanColorectumSER1.10e-027.51e-01-0.2196
5269SERPINB6HTA11_83_2000001011HumanColorectumSER1.56e-035.01e-01-0.1526
5269SERPINB6HTA11_696_2000001011HumanColorectumAD1.92e-177.43e-01-0.1464
5269SERPINB6HTA11_1391_2000001011HumanColorectumAD2.44e-261.14e+00-0.059
5269SERPINB6HTA11_99999965062_69753HumanColorectumMSI-H2.58e-039.29e-010.3487
5269SERPINB6HTA11_99999965104_69814HumanColorectumMSS8.62e-128.20e-010.281
5269SERPINB6HTA11_99999971662_82457HumanColorectumMSS4.09e-065.78e-010.3859
5269SERPINB6A015-C-203HumanColorectumFAP9.14e-08-2.14e-01-0.1294
5269SERPINB6A001-C-119HumanColorectumFAP3.52e-02-2.54e-01-0.1557
5269SERPINB6A002-C-205HumanColorectumFAP4.53e-06-6.93e-02-0.1236
5269SERPINB6A015-C-006HumanColorectumFAP9.22e-043.21e-02-0.0994
5269SERPINB6A015-C-106HumanColorectumFAP1.21e-03-1.56e-01-0.0511
5269SERPINB6A002-C-114HumanColorectumFAP8.25e-05-1.66e-01-0.1561
5269SERPINB6A015-C-104HumanColorectumFAP3.92e-10-2.00e-01-0.1899
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
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:0062197ColorectumADcellular response to chemical stress109/3918337/187235.33e-071.95e-05109
GO:0052547ColorectumADregulation of peptidase activity137/3918461/187234.12e-061.12e-04137
GO:0045861ColorectumADnegative regulation of proteolysis106/3918351/187232.33e-054.57e-04106
GO:0052548ColorectumADregulation of endopeptidase activity124/3918432/187236.58e-051.07e-03124
GO:00525471ColorectumSERregulation of peptidase activity114/2897461/187231.18e-077.17e-06114
GO:00621971ColorectumSERcellular response to chemical stress87/2897337/187235.33e-072.59e-0587
GO:00458611ColorectumSERnegative regulation of proteolysis88/2897351/187231.74e-067.50e-0588
GO:00525481ColorectumSERregulation of endopeptidase activity103/2897432/187232.86e-061.16e-04103
GO:0051346ColorectumSERnegative regulation of hydrolase activity82/2897379/187238.19e-041.01e-0282
GO:0006970ColorectumSERresponse to osmotic stress23/289784/187233.61e-033.03e-0223
GO:0010466ColorectumSERnegative regulation of peptidase activity57/2897262/187234.15e-033.38e-0257
GO:00621972ColorectumMSScellular response to chemical stress102/3467337/187239.73e-084.71e-06102
GO:00525472ColorectumMSSregulation of peptidase activity130/3467461/187231.81e-078.13e-06130
GO:00525482ColorectumMSSregulation of endopeptidase activity117/3467432/187236.25e-061.65e-04117
GO:00458612ColorectumMSSnegative regulation of proteolysis97/3467351/187231.57e-053.54e-0497
GO:00513461ColorectumMSSnegative regulation of hydrolase activity92/3467379/187232.85e-032.22e-0292
GO:00458613ColorectumMSI-Hnegative regulation of proteolysis55/1319351/187231.75e-081.98e-0655
GO:00525473ColorectumMSI-Hregulation of peptidase activity66/1319461/187232.63e-082.81e-0666
GO:00621973ColorectumMSI-Hcellular response to chemical stress51/1319337/187231.78e-071.52e-0551
GO:00525483ColorectumMSI-Hregulation of endopeptidase activity60/1319432/187233.29e-072.57e-0560
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa051468Oral cavityOSCCAmoebiasis59/3704102/84652.78e-037.17e-033.65e-0359
hsa0514615Oral cavityOSCCAmoebiasis59/3704102/84652.78e-037.17e-033.65e-0359
hsa051467ProstateBPHAmoebiasis33/1718102/84652.70e-031.05e-026.49e-0333
hsa0514614ProstateBPHAmoebiasis33/1718102/84652.70e-031.05e-026.49e-0333
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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
SERPINB6insertionFrame_Shift_Insnovelc.325_326insGTTCGAGATCAGCCp.Met109SerfsTer43p.M109Sfs*43protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
SERPINB6SNVMissense_Mutationc.346G>Ap.Glu116Lysp.E116Kprotein_codingdeleterious(0)probably_damaging(0.994)TCGA-C5-A1BF-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SERPINB6SNVMissense_Mutationc.396N>Gp.Phe132Leup.F132Lprotein_codingtolerated(0.18)benign(0.065)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
SERPINB6SNVMissense_Mutationnovelc.241A>Gp.Ser81Glyp.S81Gprotein_codingtolerated(0.3)benign(0.283)TCGA-A6-5660-01Colorectumcolon adenocarcinomaMale>=65III/IVAncillaryleucovorinSD
SERPINB6SNVMissense_Mutationrs762701058c.1168N>Ap.Gly390Serp.G390Sprotein_codingdeleterious(0)probably_damaging(0.994)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SERPINB6SNVMissense_Mutationrs769858532c.766N>Ap.Glu256Lysp.E256Kprotein_codingtolerated(0.07)benign(0.13)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SERPINB6SNVMissense_Mutationrs368785463c.433N>Ap.Ala145Thrp.A145Tprotein_codingtolerated(0.05)benign(0.189)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SERPINB6SNVMissense_Mutationnovelc.243T>Gp.Ser81Argp.S81Rprotein_codingtolerated(0.35)benign(0.046)TCGA-AG-A014-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
SERPINB6SNVMissense_Mutationrs752907413c.943N>Ap.Glu315Lysp.E315Kprotein_codingdeleterious(0.05)possibly_damaging(0.469)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SERPINB6SNVMissense_Mutationnovelc.134A>Cp.Asn45Thrp.N45Tprotein_codingdeleterious(0)probably_damaging(0.996)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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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