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: FBH1

Gene summary for FBH1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBH1

Gene ID

84893

Gene nameF-box DNA helicase 1
Gene AliasFBXO18
Cytomap10p15.1
Gene Typeprotein-coding
GO ID

GO:0000018

UniProtAcc

B3KV95


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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
84893FBH1NAFLD1HumanLiverNAFLD8.27e-086.13e-01-0.04
84893FBH1S014HumanLiverHCC1.13e-186.25e-010.2254
84893FBH1S015HumanLiverHCC1.98e-084.54e-010.2375
84893FBH1S016HumanLiverHCC6.19e-135.05e-010.2243
84893FBH1S027HumanLiverHCC8.29e-147.38e-010.2446
84893FBH1S028HumanLiverHCC1.27e-156.32e-010.2503
84893FBH1S029HumanLiverHCC7.32e-186.87e-010.2581
84893FBH1male-WTAHumanThyroidPTC1.90e-142.20e-010.1037
84893FBH1PTC01HumanThyroidPTC2.66e-051.33e-010.1899
84893FBH1PTC03HumanThyroidPTC3.54e-031.57e-010.1784
84893FBH1PTC04HumanThyroidPTC2.48e-112.17e-010.1927
84893FBH1PTC05HumanThyroidPTC1.26e-113.66e-010.2065
84893FBH1PTC06HumanThyroidPTC3.17e-194.11e-010.2057
84893FBH1PTC07HumanThyroidPTC1.68e-152.85e-010.2044
84893FBH1ATC09HumanThyroidATC1.77e-083.19e-010.2871
84893FBH1ATC11HumanThyroidATC2.49e-064.38e-010.3386
84893FBH1ATC12HumanThyroidATC2.48e-112.44e-010.34
84893FBH1ATC13HumanThyroidATC3.11e-508.55e-010.34
84893FBH1ATC1HumanThyroidATC1.52e-062.96e-010.2878
84893FBH1ATC2HumanThyroidATC9.20e-147.18e-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:00194396LiverNAFLDaromatic compound catabolic process102/1882467/187232.29e-141.91e-11102
GO:19013616LiverNAFLDorganic cyclic compound catabolic process105/1882495/187237.04e-145.15e-11105
GO:00442707LiverNAFLDcellular nitrogen compound catabolic process93/1882451/187231.04e-114.34e-0993
GO:00467006LiverNAFLDheterocycle catabolic process92/1882445/187231.16e-114.52e-0992
GO:00346556LiverNAFLDnucleobase-containing compound catabolic process80/1882407/187233.07e-094.61e-0780
GO:0051053LiverNAFLDnegative regulation of DNA metabolic process26/1882125/187232.52e-044.12e-0326
GO:20012337LiverNAFLDregulation of apoptotic signaling pathway57/1882356/187232.73e-044.41e-0357
GO:20012354LiverNAFLDpositive regulation of apoptotic signaling pathway26/1882126/187232.87e-044.57e-0326
GO:00510526LiverNAFLDregulation of DNA metabolic process56/1882359/187235.95e-047.92e-0356
GO:00510987LiverNAFLDregulation of binding56/1882363/187237.80e-049.77e-0356
GO:20012444LiverNAFLDpositive regulation of intrinsic apoptotic signaling pathway14/188258/187231.48e-031.64e-0214
GO:20010206LiverNAFLDregulation of response to DNA damage stimulus36/1882219/187232.14e-032.08e-0236
GO:00971937LiverNAFLDintrinsic apoptotic signaling pathway44/1882288/187233.24e-032.88e-0244
GO:00323922LiverNAFLDDNA geometric change18/188290/187233.34e-032.93e-0218
GO:20010224LiverNAFLDpositive regulation of response to DNA damage stimulus20/1882105/187233.71e-033.16e-0220
GO:004427021LiverHCCcellular nitrogen compound catabolic process303/7958451/187239.76e-273.64e-24303
GO:004670021LiverHCCheterocycle catabolic process299/7958445/187232.07e-267.29e-24299
GO:190136121LiverHCCorganic cyclic compound catabolic process325/7958495/187236.52e-262.18e-23325
GO:001943921LiverHCCaromatic compound catabolic process309/7958467/187231.56e-254.94e-23309
GO:003465521LiverHCCnucleobase-containing compound catabolic process273/7958407/187234.84e-241.23e-21273
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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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