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: FEM1A

Gene summary for FEM1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FEM1A

Gene ID

55527

Gene namefem-1 homolog A
Gene AliasEPRAP
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9BSK4


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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
55527FEM1ALZE7THumanEsophagusESCC3.39e-022.18e-010.0667
55527FEM1ALZE24THumanEsophagusESCC1.89e-091.91e-010.0596
55527FEM1AP1T-EHumanEsophagusESCC3.42e-032.65e-010.0875
55527FEM1AP2T-EHumanEsophagusESCC1.13e-092.15e-010.1177
55527FEM1AP4T-EHumanEsophagusESCC1.23e-081.28e-010.1323
55527FEM1AP5T-EHumanEsophagusESCC4.37e-044.50e-020.1327
55527FEM1AP8T-EHumanEsophagusESCC8.16e-182.59e-010.0889
55527FEM1AP9T-EHumanEsophagusESCC2.13e-102.05e-010.1131
55527FEM1AP10T-EHumanEsophagusESCC2.50e-183.35e-010.116
55527FEM1AP11T-EHumanEsophagusESCC1.14e-113.27e-010.1426
55527FEM1AP12T-EHumanEsophagusESCC5.46e-122.68e-010.1122
55527FEM1AP15T-EHumanEsophagusESCC8.61e-213.47e-010.1149
55527FEM1AP16T-EHumanEsophagusESCC1.25e-111.92e-010.1153
55527FEM1AP17T-EHumanEsophagusESCC1.25e-062.36e-010.1278
55527FEM1AP19T-EHumanEsophagusESCC1.72e-023.57e-010.1662
55527FEM1AP20T-EHumanEsophagusESCC9.87e-122.71e-010.1124
55527FEM1AP21T-EHumanEsophagusESCC2.86e-091.27e-010.1617
55527FEM1AP22T-EHumanEsophagusESCC5.20e-071.61e-010.1236
55527FEM1AP23T-EHumanEsophagusESCC3.61e-203.77e-010.108
55527FEM1AP24T-EHumanEsophagusESCC5.11e-132.18e-010.1287
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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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗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:0010498111EsophagusESCCproteasomal protein catabolic process369/8552490/187231.13e-411.80e-38369
GO:0043161111EsophagusESCCproteasome-mediated ubiquitin-dependent protein catabolic process312/8552412/187233.53e-364.48e-33312
GO:005143819EsophagusESCCregulation of ubiquitin-protein transferase activity38/855253/187231.10e-047.69e-0438
GO:001049820Oral cavityOSCCproteasomal protein catabolic process336/7305490/187235.45e-418.63e-38336
GO:004316120Oral cavityOSCCproteasome-mediated ubiquitin-dependent protein catabolic process285/7305412/187235.68e-365.99e-33285
GO:005143810Oral cavityOSCCregulation of ubiquitin-protein transferase activity37/730553/187235.37e-066.04e-0537
GO:00321037Oral cavityOSCCpositive regulation of response to external stimulus203/7305427/187231.79e-041.22e-03203
GO:00313495Oral cavityOSCCpositive regulation of defense response127/7305278/187231.32e-024.39e-02127
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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
FEM1ASNVMissense_Mutationrs377569506c.1218C>Gp.Phe406Leup.F406LQ9BSK4protein_codingdeleterious(0)possibly_damaging(0.476)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FEM1ASNVMissense_Mutationnovelc.1290N>Ap.Met430Ilep.M430IQ9BSK4protein_codingdeleterious(0)possibly_damaging(0.826)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
FEM1ASNVMissense_Mutationnovelc.1481C>Tp.Ala494Valp.A494VQ9BSK4protein_codingtolerated(0.43)benign(0.129)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FEM1ASNVMissense_Mutationc.1339C>Gp.Gln447Glup.Q447EQ9BSK4protein_codingtolerated(0.14)benign(0.416)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FEM1ASNVMissense_Mutationc.724G>Cp.Glu242Glnp.E242QQ9BSK4protein_codingtolerated(0.18)benign(0.079)TCGA-Q1-A5R2-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
FEM1ASNVMissense_Mutationc.1732N>Ap.Asp578Asnp.D578NQ9BSK4protein_codingdeleterious(0.02)probably_damaging(0.914)TCGA-AA-A02O-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FEM1ASNVMissense_Mutationc.1655N>Ap.Arg552Hisp.R552HQ9BSK4protein_codingdeleterious(0)probably_damaging(0.977)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FEM1ASNVMissense_Mutationc.1111N>Tp.Arg371Cysp.R371CQ9BSK4protein_codingdeleterious(0)probably_damaging(1)TCGA-CK-5914-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
FEM1ASNVMissense_Mutationc.1847N>Tp.Thr616Metp.T616MQ9BSK4protein_codingtolerated(0.08)benign(0.207)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FEM1ASNVMissense_Mutationrs776751127c.1378N>Ap.Gly460Serp.G460SQ9BSK4protein_codingtolerated(0.86)benign(0.001)TCGA-F4-6806-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyirinotecanPD
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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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