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: STRBP

Gene summary for STRBP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STRBP

Gene ID

55342

Gene namespermatid perinuclear RNA binding protein
Gene AliasHEL162
Cytomap9q33.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q96SI9


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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
55342STRBPCRC-1-8810HumanColorectumCRC1.14e-02-2.35e-010.6257
55342STRBPCRC-3-11773HumanColorectumCRC1.40e-14-4.40e-010.2564
55342STRBPAEH-subject1HumanEndometriumAEH1.53e-134.42e-01-0.3059
55342STRBPAEH-subject2HumanEndometriumAEH1.97e-022.24e-01-0.2525
55342STRBPAEH-subject3HumanEndometriumAEH1.90e-073.58e-01-0.2576
55342STRBPAEH-subject4HumanEndometriumAEH1.96e-155.56e-01-0.2657
55342STRBPAEH-subject5HumanEndometriumAEH1.58e-195.83e-01-0.2953
55342STRBPEEC-subject1HumanEndometriumEEC5.40e-124.57e-01-0.2682
55342STRBPEEC-subject2HumanEndometriumEEC9.93e-124.61e-01-0.2607
55342STRBPEEC-subject4HumanEndometriumEEC1.22e-155.23e-01-0.2571
55342STRBPEEC-subject5HumanEndometriumEEC3.34e-093.96e-01-0.249
55342STRBPGSM5276934HumanEndometriumEEC5.45e-07-1.79e-01-0.0913
55342STRBPGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC8.36e-121.68e-01-0.1869
55342STRBPGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC3.21e-111.16e-01-0.1875
55342STRBPGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC2.20e-101.08e-01-0.1883
55342STRBPGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC3.77e-089.82e-02-0.1934
55342STRBPGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC7.35e-121.26e-01-0.1917
55342STRBPGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC7.14e-157.75e-02-0.1916
55342STRBPLZE2THumanEsophagusESCC3.23e-044.30e-010.082
55342STRBPLZE4THumanEsophagusESCC5.06e-083.73e-010.0811
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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
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
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
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
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:00096127CervixCCresponse to mechanical stimulus48/2311216/187233.23e-055.29e-0448
GO:00096128EndometriumAEHresponse to mechanical stimulus42/2100216/187232.58e-043.04e-0342
GO:000961213EndometriumEECresponse to mechanical stimulus45/2168216/187236.17e-059.28e-0445
GO:000961216EsophagusESCCresponse to mechanical stimulus124/8552216/187233.30e-041.94e-03124
GO:00096124LiverHCCresponse to mechanical stimulus113/7958216/187232.20e-031.10e-02113
GO:00096125LungIACresponse to mechanical stimulus39/2061216/187231.29e-031.45e-0239
GO:000961210Oral cavityOSCCresponse to mechanical stimulus115/7305216/187231.43e-051.44e-04115
GO:000961223Oral cavityEOLPresponse to mechanical stimulus39/2218216/187234.72e-032.54e-0239
GO:0009612110ThyroidPTCresponse to mechanical stimulus98/5968216/187232.09e-052.09e-0498
GO:000961225ThyroidATCresponse to mechanical stimulus105/6293216/187233.29e-063.70e-05105
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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
STRBPSNVMissense_Mutationc.1502N>Ap.Arg501Lysp.R501KQ96SI9protein_codingtolerated(0.52)benign(0.074)TCGA-A2-A04U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
STRBPSNVMissense_Mutationc.853N>Ap.Asp285Asnp.D285NQ96SI9protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
STRBPSNVMissense_Mutationnovelc.579G>Cp.Gln193Hisp.Q193HQ96SI9protein_codingtolerated(0.16)benign(0.107)TCGA-D8-A73U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
STRBPinsertionNonsense_Mutationnovelc.730_731insGCTGTGTCCCCATCCAAATCTCATGTTGAATTGTp.Glu244GlyfsTer10p.E244Gfs*10Q96SI9protein_codingTCGA-BH-A0BD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
STRBPinsertionFrame_Shift_Insnovelc.893_894insTATATTTAATCACATTTCAATAGCCATTCATAAAGCCCTTAp.Met298IlefsTer72p.M298Ifs*72Q96SI9protein_codingTCGA-BH-A0BM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
STRBPdeletionFrame_Shift_Delnovelc.479delTp.Leu160Terp.L160*Q96SI9protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
STRBPSNVMissense_Mutationnovelc.107N>Gp.Ser36Cysp.S36CQ96SI9protein_codingdeleterious(0)probably_damaging(0.99)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
STRBPSNVMissense_Mutationnovelc.1711N>Gp.Leu571Valp.L571VQ96SI9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
STRBPSNVMissense_Mutationc.405N>Tp.Glu135Aspp.E135DQ96SI9protein_codingtolerated(1)benign(0.035)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
STRBPSNVMissense_Mutationrs762468877c.139N>Tp.Asp47Tyrp.D47YQ96SI9protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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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