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: PBXIP1

Gene summary for PBXIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PBXIP1

Gene ID

57326

Gene namePBX homeobox interacting protein 1
Gene AliasHPIP
Cytomap1q21.3
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

Q96AQ6


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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
57326PBXIP1HTA11_3410_2000001011HumanColorectumAD4.62e-051.65e-010.0155
57326PBXIP1HTA11_2487_2000001011HumanColorectumSER3.25e-021.28e-01-0.1808
57326PBXIP1HTA11_1938_2000001011HumanColorectumAD4.24e-114.08e-01-0.0811
57326PBXIP1HTA11_347_2000001011HumanColorectumAD3.63e-122.56e-01-0.1954
57326PBXIP1HTA11_3361_2000001011HumanColorectumAD4.17e-092.96e-01-0.1207
57326PBXIP1HTA11_83_2000001011HumanColorectumSER9.83e-053.52e-01-0.1526
57326PBXIP1HTA11_696_2000001011HumanColorectumAD5.54e-082.47e-01-0.1464
57326PBXIP1HTA11_866_2000001011HumanColorectumAD4.36e-052.57e-01-0.1001
57326PBXIP1HTA11_1391_2000001011HumanColorectumAD7.88e-082.66e-01-0.059
57326PBXIP1HTA11_2992_2000001011HumanColorectumSER2.68e-042.44e-01-0.1706
57326PBXIP1HTA11_866_3004761011HumanColorectumAD6.58e-153.22e-010.096
57326PBXIP1HTA11_10711_2000001011HumanColorectumAD2.45e-092.77e-010.0338
57326PBXIP1HTA11_7696_3000711011HumanColorectumAD3.60e-113.05e-010.0674
57326PBXIP1HTA11_6818_2000001011HumanColorectumAD1.65e-044.61e-010.0112
57326PBXIP1HTA11_6818_2000001021HumanColorectumAD1.22e-042.56e-010.0588
57326PBXIP1HTA11_99999965062_69753HumanColorectumMSI-H1.29e-058.05e-010.3487
57326PBXIP1HTA11_99999971662_82457HumanColorectumMSS2.33e-073.47e-010.3859
57326PBXIP1HTA11_99999973899_84307HumanColorectumMSS3.08e-021.56e-010.2585
57326PBXIP1HTA11_99999974143_84620HumanColorectumMSS5.86e-072.31e-010.3005
57326PBXIP1LZE4THumanEsophagusESCC1.29e-042.01e-010.0811
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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
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
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:0051098ColorectumADregulation of binding126/3918363/187236.01e-104.88e-08126
GO:0022411ColorectumADcellular component disassembly147/3918443/187238.53e-106.76e-08147
GO:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
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:0030177ColorectumADpositive regulation of Wnt signaling pathway45/3918140/187231.23e-031.09e-0245
GO:00224111ColorectumSERcellular component disassembly114/2897443/187231.17e-089.59e-07114
GO:00510981ColorectumSERregulation of binding97/2897363/187231.98e-081.43e-0697
GO:00160551ColorectumSERWnt signaling pathway97/2897444/187232.02e-043.68e-0397
GO:01987381ColorectumSERcell-cell signaling by wnt97/2897446/187232.39e-044.11e-0397
GO:00301111ColorectumSERregulation of Wnt signaling pathway75/2897328/187232.47e-044.20e-0375
GO:00430871ColorectumSERregulation of GTPase activity77/2897348/187235.90e-048.07e-0377
GO:00510982ColorectumMSSregulation of binding113/3467363/187233.55e-092.41e-07113
GO:00224112ColorectumMSScellular component disassembly130/3467443/187231.44e-088.46e-07130
GO:00301112ColorectumMSSregulation of Wnt signaling pathway98/3467328/187233.37e-071.36e-0598
GO:00160552ColorectumMSSWnt signaling pathway124/3467444/187236.06e-072.26e-05124
GO:01987382ColorectumMSScell-cell signaling by wnt124/3467446/187237.83e-072.77e-05124
GO:00430872ColorectumMSSregulation of GTPase activity101/3467348/187231.00e-063.46e-05101
GO:00301771ColorectumMSSpositive regulation of Wnt signaling pathway44/3467140/187231.57e-042.28e-0344
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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
PBXIP1SNVMissense_Mutationnovelc.129C>Gp.Ser43Argp.S43RQ96AQ6protein_codingdeleterious(0.01)benign(0.408)TCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PBXIP1SNVMissense_Mutationc.772C>Gp.Pro258Alap.P258AQ96AQ6protein_codingtolerated(0.13)benign(0.085)TCGA-A8-A083-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PBXIP1SNVMissense_Mutationc.1937N>Tp.Asp646Valp.D646VQ96AQ6protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AN-A0XO-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
PBXIP1SNVMissense_Mutationnovelc.1766N>Tp.Ser589Leup.S589LQ96AQ6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PBXIP1SNVMissense_Mutationnovelc.1112N>Ap.Pro371Hisp.P371HQ96AQ6protein_codingtolerated(0.3)benign(0)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
PBXIP1SNVMissense_Mutationc.101N>Gp.Ser34Cysp.S34CQ96AQ6protein_codingdeleterious(0.02)possibly_damaging(0.694)TCGA-E2-A10A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyzoladexSD
PBXIP1insertionNonsense_Mutationnovelc.126_127insTGTAATTAAGGTACTCCCAAAGGAAGGAGp.Ser43CysfsTer3p.S43Cfs*3Q96AQ6protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PBXIP1SNVMissense_Mutationnovelc.335N>Tp.Thr112Ilep.T112IQ96AQ6protein_codingtolerated(0.22)benign(0.075)TCGA-VS-A8QC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelPD
PBXIP1SNVMissense_Mutationnovelc.497A>Gp.Glu166Glyp.E166GQ96AQ6protein_codingtolerated(0.23)benign(0.006)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PBXIP1SNVMissense_Mutationrs200704535c.1969C>Tp.Arg657Trpp.R657WQ96AQ6protein_codingdeleterious(0)possibly_damaging(0.588)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=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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