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: TPX2

Gene summary for TPX2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TPX2

Gene ID

22974

Gene nameTPX2 microtubule nucleation factor
Gene AliasC20orf1
Cytomap20q11.21
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q643R0


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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
22974TPX2HTA11_1938_2000001011HumanColorectumAD2.78e-053.30e-01-0.0811
22974TPX2HTA11_696_2000001011HumanColorectumAD2.20e-063.13e-01-0.1464
22974TPX2HTA11_1391_2000001011HumanColorectumAD7.21e-105.13e-01-0.059
22974TPX2HTA11_99999970781_79442HumanColorectumMSS4.39e-051.91e-010.294
22974TPX2HTA11_99999971662_82457HumanColorectumMSS3.90e-042.98e-010.3859
22974TPX2HTA11_99999973899_84307HumanColorectumMSS6.11e-042.51e-010.2585
22974TPX2LZE2THumanEsophagusESCC5.44e-101.16e+000.082
22974TPX2LZE4THumanEsophagusESCC3.18e-053.77e-010.0811
22974TPX2LZE7THumanEsophagusESCC3.98e-063.31e-010.0667
22974TPX2LZE20THumanEsophagusESCC3.16e-033.87e-010.0662
22974TPX2LZE22THumanEsophagusESCC1.54e-045.12e-010.068
22974TPX2LZE24THumanEsophagusESCC8.01e-198.61e-010.0596
22974TPX2LZE21THumanEsophagusESCC9.73e-054.66e-010.0655
22974TPX2LZE6THumanEsophagusESCC1.55e-083.94e-010.0845
22974TPX2P1T-EHumanEsophagusESCC1.09e-045.22e-010.0875
22974TPX2P2T-EHumanEsophagusESCC1.53e-199.10e-010.1177
22974TPX2P4T-EHumanEsophagusESCC1.32e-239.12e-010.1323
22974TPX2P5T-EHumanEsophagusESCC4.16e-225.93e-010.1327
22974TPX2P8T-EHumanEsophagusESCC9.20e-062.92e-010.0889
22974TPX2P9T-EHumanEsophagusESCC9.50e-136.04e-010.1131
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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
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:1902903ColorectumADregulation of supramolecular fiber organization139/3918383/187232.01e-123.19e-10139
GO:0051258ColorectumADprotein polymerization112/3918297/187231.85e-112.27e-09112
GO:0022411ColorectumADcellular component disassembly147/3918443/187238.53e-106.76e-08147
GO:0032984ColorectumADprotein-containing complex disassembly81/3918224/187239.41e-084.65e-0681
GO:0010639ColorectumADnegative regulation of organelle organization114/3918348/187231.41e-076.49e-06114
GO:1902904ColorectumADnegative regulation of supramolecular fiber organization60/3918167/187235.23e-061.35e-0460
GO:0051494ColorectumADnegative regulation of cytoskeleton organization58/3918163/187231.04e-052.40e-0458
GO:0033674ColorectumADpositive regulation of kinase activity131/3918467/187231.28e-041.85e-03131
GO:0007051ColorectumADspindle organization58/3918184/187234.71e-045.20e-0358
GO:1902850ColorectumADmicrotubule cytoskeleton organization involved in mitosis48/3918147/187235.87e-046.21e-0348
GO:0043244ColorectumADregulation of protein-containing complex disassembly41/3918121/187236.22e-046.48e-0341
GO:0043624ColorectumADcellular protein complex disassembly45/3918136/187236.24e-046.48e-0345
GO:0051261ColorectumADprotein depolymerization39/3918114/187236.74e-046.91e-0339
GO:0045860ColorectumADpositive regulation of protein kinase activity107/3918386/187238.01e-047.92e-03107
GO:0090307ColorectumADmitotic spindle assembly25/391865/187239.12e-048.71e-0325
GO:0007052ColorectumADmitotic spindle organization40/3918120/187231.03e-039.61e-0340
GO:0043242ColorectumADnegative regulation of protein-containing complex disassembly29/391882/187231.76e-031.45e-0229
GO:1901880ColorectumADnegative regulation of protein depolymerization26/391872/187232.12e-031.68e-0226
GO:1901879ColorectumADregulation of protein depolymerization30/391887/187232.32e-031.80e-0230
GO:0051225ColorectumADspindle assembly37/3918117/187234.32e-032.96e-0237
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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
TPX2SNVMissense_Mutationc.1076C>Tp.Ser359Phep.S359FQ9ULW0protein_codingdeleterious(0.05)benign(0.024)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TPX2insertionIn_Frame_Insnovelc.1686_1686+1insTTTAGAp.Glu562_Val563insPheArgp.E562_V563insFRQ9ULW0protein_codingTCGA-AN-A0FF-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TPX2SNVMissense_Mutationc.1903N>Gp.Gln635Glup.Q635EQ9ULW0protein_codingdeleterious(0)probably_damaging(0.978)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
TPX2SNVMissense_Mutationnovelc.1108N>Gp.Pro370Alap.P370AQ9ULW0protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-ZJ-AAXB-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TPX2SNVMissense_Mutationc.4N>Cp.Ser2Prop.S2PQ9ULW0protein_codingdeleterious_low_confidence(0.04)possibly_damaging(0.812)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TPX2SNVMissense_Mutationnovelc.1932G>Tp.Lys644Asnp.K644NQ9ULW0protein_codingtolerated(0.98)benign(0.011)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TPX2SNVMissense_Mutationc.417A>Cp.Lys139Asnp.K139NQ9ULW0protein_codingdeleterious(0.04)benign(0)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TPX2SNVMissense_Mutationc.1411N>Tp.Val471Leup.V471LQ9ULW0protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
TPX2SNVMissense_Mutationc.2168N>Ap.Gly723Aspp.G723DQ9ULW0protein_codingtolerated(0.53)benign(0.036)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
TPX2SNVMissense_Mutationrs754732212c.1447N>Ap.Val483Ilep.V483IQ9ULW0protein_codingtolerated(0.11)benign(0.063)TCGA-AZ-4313-01Colorectumcolon 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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