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: FAM111A

Gene summary for FAM111A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM111A

Gene ID

63901

Gene nameFAM111 trypsin like peptidase A
Gene AliasGCLEB
Cytomap11q12.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A024R4Z3


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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
63901FAM111ALZE4THumanEsophagusESCC1.71e-042.38e-010.0811
63901FAM111ALZE20THumanEsophagusESCC5.45e-031.32e-010.0662
63901FAM111ALZE21D1HumanEsophagusHGIN4.37e-023.62e-010.0632
63901FAM111ALZE24THumanEsophagusESCC1.52e-184.80e-010.0596
63901FAM111ALZE6THumanEsophagusESCC6.59e-073.36e-010.0845
63901FAM111AP1T-EHumanEsophagusESCC1.71e-072.45e-010.0875
63901FAM111AP2T-EHumanEsophagusESCC6.22e-265.38e-010.1177
63901FAM111AP4T-EHumanEsophagusESCC1.78e-195.22e-010.1323
63901FAM111AP8T-EHumanEsophagusESCC1.28e-296.05e-010.0889
63901FAM111AP10T-EHumanEsophagusESCC5.28e-073.03e-010.116
63901FAM111AP11T-EHumanEsophagusESCC9.27e-083.70e-010.1426
63901FAM111AP12T-EHumanEsophagusESCC2.88e-061.80e-010.1122
63901FAM111AP15T-EHumanEsophagusESCC8.30e-081.42e-010.1149
63901FAM111AP16T-EHumanEsophagusESCC2.20e-144.49e-010.1153
63901FAM111AP17T-EHumanEsophagusESCC6.15e-053.11e-010.1278
63901FAM111AP19T-EHumanEsophagusESCC1.45e-022.17e-010.1662
63901FAM111AP20T-EHumanEsophagusESCC3.77e-163.47e-010.1124
63901FAM111AP21T-EHumanEsophagusESCC3.44e-113.09e-010.1617
63901FAM111AP22T-EHumanEsophagusESCC1.41e-112.59e-010.1236
63901FAM111AP23T-EHumanEsophagusESCC2.15e-112.58e-010.108
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:001603227EsophagusHGINviral process118/2587415/187233.01e-156.22e-13118
GO:001905827EsophagusHGINviral life cycle93/2587317/187233.66e-135.63e-1193
GO:001907926EsophagusHGINviral genome replication48/2587131/187234.65e-115.07e-0948
GO:005079225EsophagusHGINregulation of viral process50/2587164/187232.53e-081.49e-0650
GO:004506919EsophagusHGINregulation of viral genome replication32/258785/187233.61e-082.04e-0632
GO:190390025EsophagusHGINregulation of viral life cycle45/2587148/187231.36e-076.78e-0645
GO:005160417EsophagusHGINprotein maturation68/2587294/187239.77e-062.86e-0468
GO:00450718EsophagusHGINnegative regulation of viral genome replication19/258756/187231.10e-042.33e-0319
GO:004852510EsophagusHGINnegative regulation of viral process25/258792/187235.41e-047.71e-0325
GO:00164857EsophagusHGINprotein processing49/2587225/187237.04e-049.52e-0349
GO:0016032111EsophagusESCCviral process301/8552415/187233.34e-291.32e-26301
GO:0019058111EsophagusESCCviral life cycle226/8552317/187231.17e-201.76e-18226
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:0019079111EsophagusESCCviral genome replication102/8552131/187234.31e-142.19e-12102
GO:0050792111EsophagusESCCregulation of viral process119/8552164/187232.19e-129.03e-11119
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:1903900111EsophagusESCCregulation of viral life cycle106/8552148/187231.26e-103.72e-09106
GO:0045069110EsophagusESCCregulation of viral genome replication67/855285/187233.81e-101.04e-0867
GO:00062612EsophagusESCCDNA-dependent DNA replication100/8552151/187232.61e-073.94e-06100
GO:004852516EsophagusESCCnegative regulation of viral process66/855292/187233.49e-074.88e-0666
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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
FAM111ASNVMissense_Mutationc.1519N>Ap.Glu507Lysp.E507KQ96PZ2protein_codingtolerated(0.23)benign(0.062)TCGA-A1-A0SH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
FAM111ASNVMissense_Mutationrs748840540c.1028N>Tp.Ser343Leup.S343LQ96PZ2protein_codingtolerated(0.39)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM111ASNVMissense_Mutationc.697T>Cp.Ser233Prop.S233PQ96PZ2protein_codingtolerated(0.41)benign(0.003)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
FAM111ASNVMissense_Mutationrs187676082c.625N>Tp.Arg209Cysp.R209CQ96PZ2protein_codingtolerated(0.2)benign(0)TCGA-E2-A1IO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
FAM111ASNVMissense_Mutationc.1481N>Gp.Ala494Glyp.A494GQ96PZ2protein_codingtolerated(0.38)benign(0.001)TCGA-EW-A1PD-01Breastbreast invasive carcinomaMale<65I/IIChemotherapydocetaxelSD
FAM111AinsertionFrame_Shift_Insnovelc.774_775insATCTCATTCCAAGTTTCTTTCCTCAGCTCTATCCTCACCACp.Leu259IlefsTer15p.L259Ifs*15Q96PZ2protein_codingTCGA-A8-A09W-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FAM111ASNVMissense_Mutationc.1294N>Cp.Glu432Glnp.E432QQ96PZ2protein_codingdeleterious(0.04)probably_damaging(0.964)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
FAM111ASNVMissense_Mutationc.1818N>Ap.Met606Ilep.M606IQ96PZ2protein_codingtolerated(0.41)benign(0)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
FAM111ASNVMissense_Mutationc.1172N>Cp.Val391Alap.V391AQ96PZ2protein_codingtolerated(0.08)possibly_damaging(0.873)TCGA-EA-A78R-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM111ASNVMissense_Mutationc.1003N>Tp.Gly335Trpp.G335WQ96PZ2protein_codingdeleterious(0)benign(0.104)TCGA-EX-A69M-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
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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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