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: TPM2

Gene summary for TPM2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TPM2

Gene ID

7169

Gene nametropomyosin 2
Gene AliasAMCD1
Cytomap9p13.3
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q5TCU3


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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
7169TPM2GSM4909281HumanBreastIDC1.86e-731.28e+000.21
7169TPM2GSM4909282HumanBreastIDC2.51e-429.08e-01-0.0288
7169TPM2GSM4909286HumanBreastIDC4.07e-082.67e-010.1081
7169TPM2GSM4909287HumanBreastIDC5.78e-043.84e-010.2057
7169TPM2GSM4909294HumanBreastIDC2.10e-07-1.85e-010.2022
7169TPM2GSM4909295HumanBreastIDC2.52e-065.65e-010.0898
7169TPM2GSM4909296HumanBreastIDC1.69e-06-2.04e-010.1524
7169TPM2GSM4909297HumanBreastIDC1.50e-05-1.93e-010.1517
7169TPM2GSM4909301HumanBreastIDC7.69e-06-2.04e-010.1577
7169TPM2GSM4909304HumanBreastIDC3.18e-06-2.08e-010.1636
7169TPM2GSM4909311HumanBreastIDC1.27e-07-1.23e-010.1534
7169TPM2GSM4909312HumanBreastIDC1.08e-06-2.14e-010.1552
7169TPM2GSM4909315HumanBreastIDC4.62e-05-2.11e-010.21
7169TPM2GSM4909319HumanBreastIDC2.43e-06-1.99e-010.1563
7169TPM2GSM4909321HumanBreastIDC8.04e-10-2.23e-010.1559
7169TPM2brca3HumanBreastPrecancer1.14e-052.56e-01-0.0263
7169TPM2P1HumanBreastIDC2.86e-03-1.95e-010.1527
7169TPM2P2HumanBreastIDC7.53e-04-2.23e-010.21
7169TPM2DCIS2HumanBreastDCIS3.43e-144.48e-030.0085
7169TPM2sample1HumanCervixCC3.33e-106.26e-010.0959
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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:00434624BreastPrecancerregulation of ATPase activity10/108046/187232.38e-043.57e-0310
GO:00070159BreastPrecanceractin filament organization44/1080442/187233.02e-044.35e-0344
GO:004346212BreastIDCregulation of ATPase activity12/143446/187231.31e-042.37e-0312
GO:000701514BreastIDCactin filament organization55/1434442/187232.45e-043.84e-0355
GO:00030125BreastIDCmuscle system process50/1434452/187235.52e-034.05e-0250
GO:000701524BreastDCISactin filament organization56/1390442/187235.90e-051.19e-0356
GO:004346221BreastDCISregulation of ATPase activity12/139046/187239.70e-051.78e-0312
GO:000301212BreastDCISmuscle system process50/1390452/187233.02e-032.57e-0250
GO:000701510CervixCCactin filament organization109/2311442/187234.92e-132.45e-10109
GO:000701515CervixHSIL_HPVactin filament organization43/737442/187234.77e-083.59e-0643
GO:000701516EndometriumAEHactin filament organization98/2100442/187231.99e-112.98e-0998
GO:00030126EndometriumAEHmuscle system process78/2100452/187236.89e-051.06e-0378
GO:0006936EndometriumAEHmuscle contraction59/2100347/187237.32e-046.99e-0359
GO:000701517EndometriumEECactin filament organization95/2168442/187231.31e-091.09e-0795
GO:000301213EndometriumEECmuscle system process79/2168452/187231.16e-041.55e-0379
GO:00069361EndometriumEECmuscle contraction59/2168347/187231.57e-031.26e-0259
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:00434627EsophagusESCCregulation of ATPase activity30/855246/187235.91e-032.18e-0230
GO:000701512LiverCirrhoticactin filament organization171/4634442/187233.93e-112.30e-09171
GO:00434623LiverCirrhoticregulation of ATPase activity21/463446/187231.61e-031.04e-0221
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0426016BreastPrecancerCardiac muscle contraction22/68487/84659.72e-071.62e-051.24e-0522
hsa0426017BreastPrecancerCardiac muscle contraction22/68487/84659.72e-071.62e-051.24e-0522
hsa0426022BreastIDCCardiac muscle contraction23/86787/84651.39e-051.61e-041.21e-0423
hsa0426032BreastIDCCardiac muscle contraction23/86787/84651.39e-051.61e-041.21e-0423
hsa0426020EndometriumAEHCardiac muscle contraction27/119787/84653.93e-053.99e-042.92e-0427
hsa048144EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa04260110EndometriumAEHCardiac muscle contraction27/119787/84653.93e-053.99e-042.92e-0427
hsa0481411EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa0426023EndometriumEECCardiac muscle contraction28/123787/84652.49e-052.73e-042.03e-0428
hsa048142EndometriumEECMotor proteins42/1237193/84654.43e-032.39e-021.78e-0242
hsa0426033EndometriumEECCardiac muscle contraction28/123787/84652.49e-052.73e-042.03e-0428
hsa048143EndometriumEECMotor proteins42/1237193/84654.43e-032.39e-021.78e-0242
hsa0426026Oral cavityEOLPCardiac muscle contraction22/121887/84654.93e-031.53e-029.03e-0322
hsa04260112Oral cavityEOLPCardiac muscle contraction22/121887/84654.93e-031.53e-029.03e-0322
hsa0426027Oral cavityNEOLPCardiac muscle contraction23/111287/84656.36e-043.43e-032.16e-0323
hsa048145Oral cavityNEOLPMotor proteins37/1112193/84651.06e-023.54e-022.22e-0237
hsa0426035Oral cavityNEOLPCardiac muscle contraction23/111287/84656.36e-043.43e-032.16e-0323
hsa0481412Oral cavityNEOLPMotor proteins37/1112193/84651.06e-023.54e-022.22e-0237
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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
TPM2SNVMissense_Mutationc.740C>Tp.Ala247Valp.A247VP07951protein_codingtolerated(0.08)benign(0.081)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TPM2SNVMissense_Mutationc.272N>Ap.Arg91Hisp.R91HP07951protein_codingdeleterious(0.03)benign(0.121)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TPM2SNVMissense_Mutationc.521G>Ap.Gly174Glup.G174EP07951protein_codingdeleterious(0.01)possibly_damaging(0.766)TCGA-DS-A0VK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
TPM2SNVMissense_Mutationc.391G>Ap.Glu131Lysp.E131KP07951protein_codingdeleterious(0.01)probably_damaging(0.992)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TPM2SNVMissense_Mutationnovelc.250N>Tp.Asp84Tyrp.D84YP07951protein_codingdeleterious(0)possibly_damaging(0.819)TCGA-VS-A8QF-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TPM2SNVMissense_Mutationnovelc.466N>Ap.Glu156Lysp.E156KP07951protein_codingdeleterious(0)probably_damaging(0.935)TCGA-VS-A9U7-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TPM2SNVMissense_Mutationc.67N>Ap.Glu23Lysp.E23KP07951protein_codingdeleterious(0.02)possibly_damaging(0.9)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TPM2SNVMissense_Mutationrs1059780c.593G>Ap.Arg198Glnp.R198QP07951protein_codingdeleterious(0.04)benign(0.156)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TPM2SNVMissense_Mutationrs1059780c.593G>Ap.Arg198Glnp.R198QP07951protein_codingdeleterious(0.04)benign(0.156)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TPM2SNVMissense_Mutationc.269G>Ap.Arg90Hisp.R90HP07951protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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