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: PTPLB

Gene summary for PTPLB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTPLB

Gene ID

201562

Gene name3-hydroxyacyl-CoA dehydratase 2
Gene AliasPTPLB
Cytomap3q21.1
Gene Typeprotein-coding
GO ID

GO:0000038

UniProtAcc

Q6Y1H2


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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
201562PTPLBGSM5353215_PA_AUG_PB_1B_S2HumanProstateTumor2.03e-109.12e-010.1557
201562PTPLBGSM5353216_PA_PB1A_Pool_1_3_S50_L002HumanProstateTumor1.29e-045.54e-010.159
201562PTPLBGSM5353220_PA_PB1B_Pool_3_S51_L002HumanProstateTumor3.71e-024.26e-010.1531
201562PTPLBGSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor2.44e-145.02e-010.1633
201562PTPLBGSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor1.24e-114.08e-010.1608
201562PTPLBGSM5353223_PA_PB2B_Pool_2_S26_L001HumanProstateTumor8.59e-114.23e-010.1604
201562PTPLBGSM5353224_PA_PR5186_Pool_1_2_3_S27_L001HumanProstateTumor4.96e-073.13e-010.1621
201562PTPLBGSM5353225_PA_PR5196-1_Pool_1_2_3_S53_L002HumanProstateTumor3.50e-023.22e-010.1619
201562PTPLBGSM5353226_PA_PR5196-2_Pool_1_2_3_S54_L002HumanProstateTumor4.40e-034.09e-010.159
201562PTPLBGSM5353227_PA_PR5199-193K_Pool_1_2_3_S55_L002HumanProstateTumor2.89e-063.09e-010.1602
201562PTPLBGSM5353236_PA_PR5251_T1_S7_L001HumanProstateTumor5.74e-065.08e-010.1608
201562PTPLBGSM5353237_PA_PR5251_T2_S8_L001HumanProstateTumor6.72e-086.14e-010.1622
201562PTPLBP1_cSCCHumanSkincSCC9.44e-277.80e-010.0292
201562PTPLBP2_cSCCHumanSkincSCC1.86e-123.49e-01-0.024
201562PTPLBP4_cSCCHumanSkincSCC9.17e-388.43e-01-0.00290000000000005
201562PTPLBP10_cSCCHumanSkincSCC1.89e-316.87e-010.1017
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
hsa012129EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa0121214EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa012122LiverCirrhoticFatty acid metabolism32/253057/84653.12e-052.47e-041.52e-0432
hsa01040LiverCirrhoticBiosynthesis of unsaturated fatty acids14/253027/84651.36e-024.25e-022.62e-0214
hsa012123LiverCirrhoticFatty acid metabolism32/253057/84653.12e-052.47e-041.52e-0432
hsa010401LiverCirrhoticBiosynthesis of unsaturated fatty acids14/253027/84651.36e-024.25e-022.62e-0214
hsa012124LiverHCCFatty acid metabolism45/402057/84651.05e-061.10e-056.09e-0645
hsa000622LiverHCCFatty acid elongation20/402027/84654.58e-031.36e-027.55e-0320
hsa010402LiverHCCBiosynthesis of unsaturated fatty acids19/402027/84651.37e-023.33e-021.85e-0219
hsa012125LiverHCCFatty acid metabolism45/402057/84651.05e-061.10e-056.09e-0645
hsa0006211LiverHCCFatty acid elongation20/402027/84654.58e-031.36e-027.55e-0320
hsa010403LiverHCCBiosynthesis of unsaturated fatty acids19/402027/84651.37e-023.33e-021.85e-0219
hsa012128Oral cavityOSCCFatty acid metabolism35/370457/84655.37e-031.29e-026.55e-0335
hsa0121213Oral cavityOSCCFatty acid metabolism35/370457/84655.37e-031.29e-026.55e-0335
hsa0121221ProstateTumorFatty acid metabolism23/179157/84657.60e-043.59e-032.23e-0323
hsa010404ProstateTumorBiosynthesis of unsaturated fatty acids12/179127/84655.53e-031.93e-021.19e-0212
hsa0121231ProstateTumorFatty acid metabolism23/179157/84657.60e-043.59e-032.23e-0323
hsa0104011ProstateTumorBiosynthesis of unsaturated fatty acids12/179127/84655.53e-031.93e-021.19e-0212
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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
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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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