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: FECH

Gene summary for FECH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FECH

Gene ID

2235

Gene nameferrochelatase
Gene AliasEPP
Cytomap18q21.31
Gene Typeprotein-coding
GO ID

GO:0006091

UniProtAcc

P22830


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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
2235FECHP75T-EHumanEsophagusESCC8.46e-039.63e-020.1125
2235FECHP76T-EHumanEsophagusESCC1.81e-071.07e-010.1207
2235FECHP79T-EHumanEsophagusESCC6.68e-122.20e-010.1154
2235FECHP80T-EHumanEsophagusESCC3.46e-072.98e-010.155
2235FECHP82T-EHumanEsophagusESCC2.38e-032.66e-010.1072
2235FECHP83T-EHumanEsophagusESCC9.24e-185.10e-010.1738
2235FECHP89T-EHumanEsophagusESCC2.64e-062.39e-010.1752
2235FECHP91T-EHumanEsophagusESCC2.02e-033.29e-010.1828
2235FECHP107T-EHumanEsophagusESCC5.06e-152.34e-010.171
2235FECHP127T-EHumanEsophagusESCC1.96e-151.39e-010.0826
2235FECHP128T-EHumanEsophagusESCC6.36e-132.03e-010.1241
2235FECHP130T-EHumanEsophagusESCC4.27e-061.58e-010.1676
2235FECHHCC1_MengHumanLiverHCC1.01e-377.85e-020.0246
2235FECHHCC2HumanLiverHCC3.29e-153.10e+000.5341
2235FECHS014HumanLiverHCC1.18e-083.50e-010.2254
2235FECHS015HumanLiverHCC1.31e-084.40e-010.2375
2235FECHS016HumanLiverHCC4.96e-062.56e-010.2243
2235FECHS027HumanLiverHCC1.49e-085.56e-010.2446
2235FECHS028HumanLiverHCC1.71e-135.30e-010.2503
2235FECHS029HumanLiverHCC1.00e-105.13e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:0006091110EsophagusESCCgeneration of precursor metabolites and energy331/8552490/187233.86e-238.45e-21331
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:0048545111EsophagusESCCresponse to steroid hormone204/8552339/187234.47e-088.11e-07204
GO:004668514EsophagusESCCresponse to arsenic-containing substance30/855233/187235.73e-081.02e-0630
GO:0071383110EsophagusESCCcellular response to steroid hormone stimulus127/8552204/187231.26e-061.55e-05127
GO:1901654111EsophagusESCCresponse to ketone118/8552194/187231.45e-051.31e-04118
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:000941020EsophagusESCCresponse to xenobiotic stimulus253/8552462/187234.55e-053.58e-04253
GO:001003827EsophagusESCCresponse to metal ion208/8552373/187235.02e-053.90e-04208
GO:000963620EsophagusESCCresponse to toxic substance150/8552262/187231.00e-047.12e-04150
GO:00067791EsophagusESCCporphyrin-containing compound biosynthetic process23/855231/187231.20e-035.88e-0323
GO:00330141EsophagusESCCtetrapyrrole biosynthetic process23/855231/187231.20e-035.88e-0323
GO:19016556EsophagusESCCcellular response to ketone59/855296/187231.32e-036.30e-0359
GO:00461482EsophagusESCCpigment biosynthetic process40/855262/187232.14e-039.54e-0340
GO:003196020EsophagusESCCresponse to corticosteroid95/8552167/187232.27e-039.99e-0395
GO:005138420EsophagusESCCresponse to glucocorticoid85/8552148/187232.60e-031.11e-0285
GO:00067832EsophagusESCCheme biosynthetic process20/855227/187232.61e-031.11e-0220
GO:0097305111EsophagusESCCresponse to alcohol138/8552253/187232.70e-031.14e-02138
GO:00330132EsophagusESCCtetrapyrrole metabolic process37/855259/187236.23e-032.29e-0237
GO:00715487EsophagusESCCresponse to dexamethasone26/855239/187236.63e-032.43e-0226
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa012405EsophagusESCCBiosynthesis of cofactors97/4205153/84653.88e-041.35e-036.94e-0497
hsa0124012EsophagusESCCBiosynthesis of cofactors97/4205153/84653.88e-041.35e-036.94e-0497
hsa012402LiverHCCBiosynthesis of cofactors103/4020153/84654.67e-075.05e-062.81e-06103
hsa012403LiverHCCBiosynthesis of cofactors103/4020153/84654.67e-075.05e-062.81e-06103
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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
FECHinsertionFrame_Shift_Insnovelc.1029_1030insGTAACTGACTTTTATATGAAGTTTGAGAATACAGCCTCTTCAGTTGp.Thr344ValfsTer18p.T344Vfs*18P22830protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FECHinsertionIn_Frame_Insnovelc.724_725insCTGGTCTCGACCTCCTGGGCCCAGp.Cys242delinsSerGlyLeuAspLeuLeuGlyProGlyp.C242delinsSGLDLLGPGP22830protein_codingTCGA-AN-A03Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FECHinsertionIn_Frame_Insnovelc.954_955insGTTTGCTGTTATGTTGTGATCAATCTGATTATTGAAATAACAAATACCp.Gly318_Pro319insValCysCysTyrValValIleAsnLeuIleIleGluIleThrAsnThrp.G318_P319insVCCYVVINLIIEITNTP22830protein_codingTCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
FECHSNVMissense_Mutationc.800C>Tp.Ser267Phep.S267FP22830protein_codingdeleterious(0)possibly_damaging(0.793)TCGA-C5-A7CL-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
FECHSNVMissense_Mutationc.181N>Gp.Gln61Glup.Q61EP22830protein_codingtolerated(0.18)benign(0.003)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
FECHSNVMissense_Mutationrs770820411c.862N>Ap.Ala288Thrp.A288TP22830protein_codingdeleterious(0.01)possibly_damaging(0.756)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FECHSNVMissense_Mutationrs746310270c.661N>Tp.Arg221Trpp.R221WP22830protein_codingdeleterious(0.02)possibly_damaging(0.714)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
FECHSNVMissense_Mutationnovelc.417G>Tp.Lys139Asnp.K139NP22830protein_codingtolerated(0.19)possibly_damaging(0.722)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FECHSNVMissense_Mutationrs141888884c.911N>Ap.Arg304Glnp.R304QP22830protein_codingdeleterious(0.03)probably_damaging(0.964)TCGA-A5-A0G3-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
FECHSNVMissense_Mutationrs141888884c.911N>Ap.Arg304Glnp.R304QP22830protein_codingdeleterious(0.03)probably_damaging(0.964)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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
2235FECHENZYMEMethyl aminolevulinate
2235FECHENZYMECholic Acid
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