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: FTHL17

Gene summary for FTHL17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FTHL17

Gene ID

53940

Gene nameferritin heavy chain like 17
Gene AliasCT38
CytomapXp21.2
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

Q9BXU8


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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
53940FTHL17S014HumanLiverHCC1.02e-481.37e+000.2254
53940FTHL17S015HumanLiverHCC3.28e-441.55e+000.2375
53940FTHL17S016HumanLiverHCC1.08e-641.59e+000.2243
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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
∗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:005123521LiverHCCmaintenance of location185/7958327/187231.70e-073.12e-06185
GO:005165112LiverHCCmaintenance of location in cell119/7958214/187237.11e-056.39e-04119
GO:005507612LiverHCCtransition metal ion homeostasis81/7958138/187238.87e-057.72e-0481
GO:004691611LiverHCCcellular transition metal ion homeostasis67/7958115/187234.64e-043.08e-0367
GO:00000411LiverHCCtransition metal ion transport59/7958105/187233.18e-031.47e-0259
GO:00068261LiverHCCiron ion transport34/795858/187239.66e-033.63e-0234
GO:005507211LiverHCCiron ion homeostasis47/795885/187231.17e-024.28e-0247
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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
FTHL17SNVMissense_Mutationc.310N>Tp.Ala104Serp.A104SQ9BXU8protein_codingdeleterious(0.03)possibly_damaging(0.902)TCGA-AC-A23E-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
FTHL17SNVMissense_Mutationnovelc.173N>Ap.Arg58Hisp.R58HQ9BXU8protein_codingtolerated(1)benign(0.117)TCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FTHL17SNVMissense_Mutationc.470N>Ap.Arg157Hisp.R157HQ9BXU8protein_codingtolerated(0.16)benign(0.108)TCGA-EA-A5O9-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FTHL17SNVMissense_Mutationc.161G>Ap.Arg54Hisp.R54HQ9BXU8protein_codingtolerated(0.22)benign(0.013)TCGA-LP-A5U3-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FTHL17SNVMissense_Mutationc.136N>Tp.Asp46Tyrp.D46YQ9BXU8protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
FTHL17SNVMissense_Mutationrs745659539c.142N>Ap.Ala48Thrp.A48TQ9BXU8protein_codingdeleterious(0.01)possibly_damaging(0.759)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FTHL17SNVMissense_Mutationrs748357093c.29G>Ap.Arg10Hisp.R10HQ9BXU8protein_codingtolerated(0.09)benign(0.031)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FTHL17SNVMissense_Mutationc.199N>Ap.Ala67Thrp.A67TQ9BXU8protein_codingdeleterious(0.05)possibly_damaging(0.679)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FTHL17SNVMissense_Mutationc.44N>Tp.Thr15Ilep.T15IQ9BXU8protein_codingtolerated(0.07)benign(0.065)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FTHL17SNVMissense_Mutationc.514N>Tp.Asp172Tyrp.D172YQ9BXU8protein_codingdeleterious(0)possibly_damaging(0.698)TCGA-CM-5341-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfluorouracilSD
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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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