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: WNT5B

Gene summary for WNT5B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WNT5B

Gene ID

81029

Gene nameWnt family member 5B
Gene AliasWNT5B
Cytomap12p13.33
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

Q9H1J7


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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
81029WNT5BCCI_2HumanCervixCC3.94e-131.16e+000.5249
81029WNT5BCCI_3HumanCervixCC1.42e-159.06e-010.516
81029WNT5BHTA11_3410_2000001011HumanColorectumAD3.56e-031.34e-010.0155
81029WNT5BHTA11_347_2000001011HumanColorectumAD1.75e-082.49e-01-0.1954
81029WNT5BHTA11_411_2000001011HumanColorectumSER7.33e-046.06e-01-0.2602
81029WNT5BHTA11_696_2000001011HumanColorectumAD1.93e-042.53e-01-0.1464
81029WNT5BHTA11_99999965104_69814HumanColorectumMSS7.32e-042.76e-010.281
81029WNT5B048752_1579-all-cellsHumanProstateBPH1.19e-113.72e-010.1008
81029WNT5B052095_1628-all-cellsHumanProstateBPH4.61e-022.40e-010.1032
81029WNT5B052097_1595-all-cellsHumanProstateBPH2.56e-103.88e-010.0972
81029WNT5B052099_1652-all-cellsHumanProstateBPH9.98e-073.04e-010.1038
81029WNT5BGSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor8.32e-085.24e-010.1633
81029WNT5BGSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor3.29e-033.66e-010.1608
81029WNT5BGSM5353224_PA_PR5186_Pool_1_2_3_S27_L001HumanProstateTumor5.99e-064.72e-010.1621
81029WNT5BGSM5353240_PA_PR5254_T1_S15_L001HumanProstateTumor8.55e-176.86e-010.1575
81029WNT5BGSM5353243_PA_PR5261_T1_S23_L002HumanProstateTumor8.55e-064.07e-010.1545
81029WNT5BGSM5353244_PA_PR5261_T2_S24_L002HumanProstateTumor4.39e-106.39e-010.1569
81029WNT5BATC12HumanThyroidATC6.03e-408.20e-010.34
81029WNT5BATC13HumanThyroidATC2.29e-029.08e-020.34
81029WNT5BATC2HumanThyroidATC3.71e-055.34e-010.34
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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
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
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:004206010CervixCCwound healing109/2311422/187231.84e-141.57e-11109
GO:00160557CervixCCWnt signaling pathway98/2311444/187234.82e-094.65e-0798
GO:01987387CervixCCcell-cell signaling by wnt98/2311446/187236.16e-095.58e-0798
GO:00301117CervixCCregulation of Wnt signaling pathway76/2311328/187233.05e-082.08e-0676
GO:00600707CervixCCcanonical Wnt signaling pathway66/2311303/187232.47e-067.35e-0566
GO:00454445CervixCCfat cell differentiation53/2311229/187233.72e-069.75e-0553
GO:00073695CervixCCgastrulation42/2311185/187235.83e-058.46e-0442
GO:000206410CervixCCepithelial cell development45/2311220/187234.14e-044.21e-0345
GO:00301776CervixCCpositive regulation of Wnt signaling pathway31/2311140/187238.01e-047.02e-0331
GO:00426924CervixCCmuscle cell differentiation69/2311384/187238.12e-047.09e-0369
GO:0150063CervixCCvisual system development63/2311375/187236.58e-033.65e-0263
GO:0001654CervixCCeye development62/2311371/187237.83e-034.13e-0262
GO:0048880CervixCCsensory system development63/2311381/187239.29e-034.66e-0263
GO:0002064ColorectumADepithelial cell development89/3918220/187232.98e-113.52e-0989
GO:0042060ColorectumADwound healing128/3918422/187232.73e-067.89e-05128
GO:0030111ColorectumADregulation of Wnt signaling pathway102/3918328/187238.51e-062.03e-04102
GO:0016055ColorectumADWnt signaling pathway130/3918444/187231.60e-053.37e-04130
GO:0198738ColorectumADcell-cell signaling by wnt130/3918446/187232.02e-054.10e-04130
GO:0060070ColorectumADcanonical Wnt signaling pathway90/3918303/187231.76e-042.38e-0390
GO:0030177ColorectumADpositive regulation of Wnt signaling pathway45/3918140/187231.23e-031.09e-0245
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501018CervixCCAlzheimer disease113/1267384/84659.67e-143.92e-122.32e-12113
hsa0502218CervixCCPathways of neurodegeneration - multiple diseases128/1267476/84652.87e-129.29e-115.50e-11128
hsa0520516CervixCCProteoglycans in cancer60/1267205/84659.13e-081.18e-067.00e-0760
hsa043609CervixCCAxon guidance47/1267182/84658.13e-055.38e-043.18e-0447
hsa051657CervixCCHuman papillomavirus infection74/1267331/84651.70e-041.02e-036.03e-0474
hsa043109CervixCCWnt signaling pathway43/1267171/84653.03e-041.64e-039.68e-0443
hsa043908CervixCCHippo signaling pathway40/1267157/84653.64e-041.82e-031.07e-0340
hsa0522510CervixCCHepatocellular carcinoma40/1267168/84651.52e-036.39e-033.78e-0340
hsa05224CervixCCBreast cancer32/1267147/84651.66e-024.88e-022.88e-0232
hsa0501019CervixCCAlzheimer disease113/1267384/84659.67e-143.92e-122.32e-12113
hsa0502219CervixCCPathways of neurodegeneration - multiple diseases128/1267476/84652.87e-129.29e-115.50e-11128
hsa0520517CervixCCProteoglycans in cancer60/1267205/84659.13e-081.18e-067.00e-0760
hsa0436012CervixCCAxon guidance47/1267182/84658.13e-055.38e-043.18e-0447
hsa0516512CervixCCHuman papillomavirus infection74/1267331/84651.70e-041.02e-036.03e-0474
hsa0431012CervixCCWnt signaling pathway43/1267171/84653.03e-041.64e-039.68e-0443
hsa0439013CervixCCHippo signaling pathway40/1267157/84653.64e-041.82e-031.07e-0340
hsa0522513CervixCCHepatocellular carcinoma40/1267168/84651.52e-036.39e-033.78e-0340
hsa052241CervixCCBreast cancer32/1267147/84651.66e-024.88e-022.88e-0232
hsa05010ColorectumADAlzheimer disease174/2092384/84651.82e-199.26e-185.91e-18174
hsa05022ColorectumADPathways of neurodegeneration - multiple diseases201/2092476/84654.54e-181.27e-168.09e-17201
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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
WNT5BFZD4WNT5B_FZD4ncWNTCervixCC
WNT5BFZD6WNT5B_FZD6ncWNTCervixCC
WNT5BFZD1WNT5B_FZD1ncWNTCRCAD
WNT5BFZD4WNT5B_FZD4ncWNTCRCAD
WNT5BFZD5WNT5B_FZD5ncWNTCRCAD
WNT5BFZD4WNT5B_FZD4ncWNTCRCADJ
WNT5BFZD5WNT5B_FZD5ncWNTCRCADJ
WNT5BFZD4WNT5B_FZD4ncWNTCRCFAP
WNT5BFZD10WNT5B_FZD10ncWNTCRCMSI-H
WNT5BFZD3WNT5B_FZD3ncWNTCRCMSI-H
WNT5BFZD4WNT5B_FZD4ncWNTCRCMSI-H
WNT5BFZD5WNT5B_FZD5ncWNTCRCMSI-H
WNT5BFZD6WNT5B_FZD6ncWNTCRCMSI-H
WNT5BFZD4WNT5B_FZD4ncWNTCRCSER
WNT5BFZD5WNT5B_FZD5ncWNTCRCSER
WNT5BFZD4WNT5B_FZD4ncWNTEndometriumAEH
WNT5BFZD7WNT5B_FZD7ncWNTEndometriumAEH
WNT5BFZD1WNT5B_FZD1ncWNTEsophagusESCC
WNT5BFZD10WNT5B_FZD10ncWNTEsophagusESCC
WNT5BFZD3WNT5B_FZD3ncWNTEsophagusESCC
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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
WNT5BSNVMissense_Mutationc.26C>Tp.Thr9Metp.T9MQ9H1J7protein_codingtolerated(0.13)benign(0)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
WNT5BSNVMissense_Mutationc.912N>Gp.Cys304Trpp.C304WQ9H1J7protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A12L-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WNT5BSNVMissense_Mutationc.67N>Ap.Ala23Thrp.A23TQ9H1J7protein_codingtolerated(0.15)benign(0.011)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
WNT5BinsertionFrame_Shift_Insnovelc.142_143insATAAGACCGTTTCCAGAGCATATGAGGGAAAp.Cys48TyrfsTer174p.C48Yfs*174Q9H1J7protein_codingTCGA-BH-A0DP-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
WNT5BSNVMissense_Mutationnovelc.502N>Ap.Gly168Serp.G168SQ9H1J7protein_codingdeleterious(0.04)probably_damaging(0.964)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WNT5BSNVMissense_Mutationnovelc.994N>Cp.Glu332Glnp.E332QQ9H1J7protein_codingdeleterious(0.01)probably_damaging(1)TCGA-4J-AA1J-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
WNT5BSNVMissense_Mutationrs749569775c.157G>Ap.Gly53Argp.G53RQ9H1J7protein_codingdeleterious(0)probably_damaging(0.994)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
WNT5BSNVMissense_Mutationc.654A>Cp.Lys218Asnp.K218NQ9H1J7protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WNT5BSNVMissense_Mutationrs771391653c.824N>Tp.Pro275Leup.P275LQ9H1J7protein_codingtolerated(0.26)benign(0.046)TCGA-AU-3779-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WNT5BSNVMissense_Mutationnovelc.767N>Ap.Arg256Hisp.R256HQ9H1J7protein_codingdeleterious(0.01)probably_damaging(0.951)TCGA-A5-A0G1-01Endometriumuterine 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
81029WNT5BDRUGGABLE GENOMEPlatinum compounds24980784
81029WNT5BDRUGGABLE GENOMEfluorouracilFLUOROURACIL23817222
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