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: TMPO

Gene summary for TMPO

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMPO

Gene ID

7112

Gene namethymopoietin
Gene AliasCMD1T
Cytomap12q23.1
Gene Typeprotein-coding
GO ID

GO:0000785

UniProtAcc

A0A024RBE7


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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
7112TMPOP130T-EHumanEsophagusESCC3.22e-541.59e+000.1676
7112TMPOHCC1_MengHumanLiverHCC7.19e-599.17e-020.0246
7112TMPOHCC2_MengHumanLiverHCC5.25e-321.62e-010.0107
7112TMPOHCC1HumanLiverHCC2.68e-134.24e+000.5336
7112TMPOHCC2HumanLiverHCC1.27e-244.51e+000.5341
7112TMPOHCC5HumanLiverHCC1.01e-042.16e+000.4932
7112TMPOPt13.bHumanLiverHCC4.19e-021.51e-020.0251
7112TMPOPt14.aHumanLiverHCC1.13e-043.90e-010.0169
7112TMPOPt14.bHumanLiverHCC1.30e-022.21e-010.018
7112TMPOS014HumanLiverHCC7.47e-261.35e+000.2254
7112TMPOS015HumanLiverHCC1.34e-178.78e-010.2375
7112TMPOS016HumanLiverHCC3.44e-271.04e+000.2243
7112TMPOS027HumanLiverHCC1.32e-058.25e-010.2446
7112TMPOS028HumanLiverHCC1.39e-281.49e+000.2503
7112TMPOS029HumanLiverHCC4.50e-191.15e+000.2581
7112TMPOC04HumanOral cavityOSCC9.20e-119.14e-010.2633
7112TMPOC21HumanOral cavityOSCC6.25e-158.48e-010.2678
7112TMPOC30HumanOral cavityOSCC1.67e-161.34e+000.3055
7112TMPOC38HumanOral cavityOSCC1.16e-081.20e+000.172
7112TMPOC43HumanOral cavityOSCC4.21e-164.32e-010.1704
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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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
TMPOSNVMissense_Mutationnovelc.622N>Ap.Glu208Lysp.E208KP42166protein_codingdeleterious_low_confidence(0.01)benign(0.321)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
TMPOSNVMissense_Mutationc.508N>Cp.Glu170Glnp.E170QP42166protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.94)TCGA-B6-A0WZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TMPOSNVMissense_Mutationrs770791830c.709G>Ap.Glu237Lysp.E237KP42166protein_codingdeleterious_low_confidence(0)possibly_damaging(0.448)TCGA-E9-A1N4-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
TMPOdeletionFrame_Shift_Delc.878_891delNNNNNNNNNNNNNNp.Thr295SerfsTer7p.T295Sfs*7protein_codingTCGA-BH-A0B3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
TMPOinsertionFrame_Shift_Insrs770800449c.295dupAp.Thr99AsnfsTer2p.T99Nfs*2P42166protein_codingTCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
TMPOdeletionFrame_Shift_Delnovelc.674delNp.Ala226LeufsTer3p.A226Lfs*3P42167protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TMPOSNVMissense_Mutationnovelc.764N>Ap.Pro255Hisp.P255HP42166protein_codingdeleterious_low_confidence(0)benign(0.011)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMPOSNVMissense_Mutationnovelc.1150N>Ap.Leu384Metp.L384MP42166protein_codingdeleterious_low_confidence(0)probably_damaging(0.996)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMPOSNVMissense_Mutationnovelc.1120N>Tp.Ala374Serp.A374SP42166protein_codingdeleterious_low_confidence(0)probably_damaging(0.987)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
TMPOSNVMissense_Mutationc.822C>Ap.Phe274Leup.F274Lprotein_codingtolerated(0.56)benign(0.001)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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