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: DELE1

Gene summary for DELE1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DELE1

Gene ID

9812

Gene nameDAP3 binding cell death enhancer 1
Gene AliasDELE
Cytomap5q31.3
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q14154


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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
9812DELE1S014HumanLiverHCC2.05e-195.06e-010.2254
9812DELE1S015HumanLiverHCC5.29e-187.16e-010.2375
9812DELE1S016HumanLiverHCC3.82e-215.33e-010.2243
9812DELE1S027HumanLiverHCC1.01e-074.63e-010.2446
9812DELE1S028HumanLiverHCC5.14e-144.61e-010.2503
9812DELE1S029HumanLiverHCC4.51e-247.40e-010.2581
9812DELE1male-WTAHumanThyroidPTC2.18e-222.78e-010.1037
9812DELE1PTC01HumanThyroidPTC5.85e-061.35e-010.1899
9812DELE1PTC03HumanThyroidPTC5.01e-062.71e-010.1784
9812DELE1PTC04HumanThyroidPTC1.45e-162.98e-010.1927
9812DELE1PTC05HumanThyroidPTC1.25e-144.51e-010.2065
9812DELE1PTC06HumanThyroidPTC9.59e-275.11e-010.2057
9812DELE1PTC07HumanThyroidPTC1.20e-213.54e-010.2044
9812DELE1ATC09HumanThyroidATC6.18e-031.61e-010.2871
9812DELE1ATC12HumanThyroidATC5.11e-122.63e-010.34
9812DELE1ATC13HumanThyroidATC1.19e-102.18e-010.34
9812DELE1ATC1HumanThyroidATC1.55e-031.88e-010.2878
9812DELE1ATC2HumanThyroidATC9.94e-099.04e-010.34
9812DELE1ATC3HumanThyroidATC6.30e-074.47e-010.338
9812DELE1ATC4HumanThyroidATC1.23e-163.60e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:009719122LiverHCCextrinsic apoptotic signaling pathway143/7958219/187236.99e-122.97e-10143
GO:004328112LiverHCCregulation of cysteine-type endopeptidase activity involved in apoptotic process125/7958209/187233.12e-075.42e-06125
GO:200011612LiverHCCregulation of cysteine-type endopeptidase activity137/7958235/187236.91e-071.08e-05137
GO:005254722LiverHCCregulation of peptidase activity247/7958461/187238.28e-071.27e-05247
GO:005254822LiverHCCregulation of endopeptidase activity230/7958432/187233.58e-064.68e-05230
GO:000862511LiverHCCextrinsic apoptotic signaling pathway via death domain receptors55/795882/187235.97e-067.35e-0555
GO:0097191113ThyroidPTCextrinsic apoptotic signaling pathway117/5968219/187232.73e-111.03e-09117
GO:000862523ThyroidPTCextrinsic apoptotic signaling pathway via death domain receptors47/596882/187231.70e-062.38e-0547
GO:0043281113ThyroidPTCregulation of cysteine-type endopeptidase activity involved in apoptotic process99/5968209/187231.93e-062.64e-0599
GO:2000116113ThyroidPTCregulation of cysteine-type endopeptidase activity108/5968235/187233.99e-064.99e-05108
GO:0052547113ThyroidPTCregulation of peptidase activity191/5968461/187237.82e-069.02e-05191
GO:0052548113ThyroidPTCregulation of endopeptidase activity174/5968432/187231.20e-049.55e-04174
GO:0097191210ThyroidATCextrinsic apoptotic signaling pathway125/6293219/187237.19e-133.16e-11125
GO:0008625111ThyroidATCextrinsic apoptotic signaling pathway via death domain receptors50/629382/187233.47e-075.13e-0650
GO:004328133ThyroidATCregulation of cysteine-type endopeptidase activity involved in apoptotic process102/6293209/187233.61e-064.03e-05102
GO:005254734ThyroidATCregulation of peptidase activity200/6293461/187236.25e-066.52e-05200
GO:200011633ThyroidATCregulation of cysteine-type endopeptidase activity111/6293235/187239.41e-069.41e-05111
GO:005254834ThyroidATCregulation of endopeptidase activity181/6293432/187231.70e-041.16e-03181
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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
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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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