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: FAM50A

Gene summary for FAM50A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM50A

Gene ID

9130

Gene namefamily with sequence similarity 50 member A
Gene Alias9F
CytomapXq28
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q14320


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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
9130FAM50ALZE5THumanEsophagusESCC3.17e-034.92e-010.0514
9130FAM50ALZE7THumanEsophagusESCC5.49e-115.22e-010.0667
9130FAM50ALZE20THumanEsophagusESCC2.72e-095.32e-010.0662
9130FAM50ALZE22THumanEsophagusESCC1.35e-066.67e-010.068
9130FAM50ALZE24THumanEsophagusESCC1.06e-289.50e-010.0596
9130FAM50ALZE21THumanEsophagusESCC7.59e-045.70e-010.0655
9130FAM50AP1T-EHumanEsophagusESCC3.40e-301.47e+000.0875
9130FAM50AP2T-EHumanEsophagusESCC1.28e-274.60e-010.1177
9130FAM50AP4T-EHumanEsophagusESCC6.32e-297.46e-010.1323
9130FAM50AP5T-EHumanEsophagusESCC2.75e-479.30e-010.1327
9130FAM50AP8T-EHumanEsophagusESCC1.29e-428.15e-010.0889
9130FAM50AP9T-EHumanEsophagusESCC5.31e-358.01e-010.1131
9130FAM50AP10T-EHumanEsophagusESCC6.01e-458.37e-010.116
9130FAM50AP11T-EHumanEsophagusESCC6.22e-321.06e+000.1426
9130FAM50AP12T-EHumanEsophagusESCC7.96e-601.00e+000.1122
9130FAM50AP15T-EHumanEsophagusESCC5.76e-397.05e-010.1149
9130FAM50AP16T-EHumanEsophagusESCC4.55e-183.97e-010.1153
9130FAM50AP17T-EHumanEsophagusESCC6.77e-209.21e-010.1278
9130FAM50AP19T-EHumanEsophagusESCC2.91e-261.74e+000.1662
9130FAM50AP20T-EHumanEsophagusESCC1.48e-115.01e-010.1124
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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
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:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0043484111EsophagusESCCregulation of RNA splicing116/8552148/187233.18e-162.38e-14116
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:000838012LiverCirrhoticRNA splicing229/4634434/187239.13e-372.86e-33229
GO:004348412LiverCirrhoticregulation of RNA splicing85/4634148/187232.03e-172.83e-1585
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:004348422LiverHCCregulation of RNA splicing113/7958148/187234.32e-174.15e-15113
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:000838020Oral cavityOSCCRNA splicing308/7305434/187232.43e-427.70e-39308
GO:004348420Oral cavityOSCCregulation of RNA splicing108/7305148/187234.25e-173.69e-15108
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:000838018ProstateBPHRNA splicing147/3107434/187235.17e-192.29e-16147
GO:004348418ProstateBPHregulation of RNA splicing71/3107148/187236.14e-192.53e-1671
GO:00063259ProstateBPHchromatin organization101/3107409/187231.52e-051.94e-04101
GO:000838019ProstateTumorRNA splicing153/3246434/187239.15e-205.79e-17153
GO:004348419ProstateTumorregulation of RNA splicing70/3246148/187233.22e-171.05e-1470
GO:000632514ProstateTumorchromatin organization104/3246409/187232.02e-052.62e-04104
GO:0008380112SkincSCCRNA splicing263/4864434/187232.45e-535.13e-50263
GO:004348429SkincSCCregulation of RNA splicing97/4864148/187234.66e-241.08e-2197
GO:000632519SkincSCCchromatin organization147/4864409/187234.41e-066.52e-05147
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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
FAM50AinsertionFrame_Shift_Insnovelc.129_130insCCAGCAGGAGACCTGAAGAGCCAGAGCAGCTCAGGGATGGAp.Asn44ProfsTer39p.N44Pfs*39Q14320protein_codingTCGA-A8-A08T-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
FAM50ASNVMissense_Mutationc.982G>Ap.Asp328Asnp.D328NQ14320protein_codingdeleterious(0.05)benign(0.378)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAM50ASNVMissense_Mutationrs782214551c.550N>Tp.Arg184Trpp.R184WQ14320protein_codingdeleterious(0)probably_damaging(0.985)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
FAM50ASNVMissense_Mutationrs141522232c.509G>Ap.Arg170Glnp.R170QQ14320protein_codingdeleterious(0.01)benign(0.062)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
FAM50ASNVMissense_Mutationc.818N>Ap.Arg273Glnp.R273QQ14320protein_codingdeleterious(0.01)possibly_damaging(0.81)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FAM50ASNVMissense_Mutationnovelc.533G>Ap.Arg178Glnp.R178QQ14320protein_codingtolerated(0.08)possibly_damaging(0.533)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FAM50ASNVMissense_Mutationc.866N>Ap.Arg289Glnp.R289QQ14320protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A7WJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FAM50ASNVMissense_Mutationnovelc.250N>Tp.Arg84Trpp.R84WQ14320protein_codingtolerated(0.06)probably_damaging(0.999)TCGA-AJ-A3OJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
FAM50ASNVMissense_Mutationc.949N>Tp.His317Tyrp.H317YQ14320protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FAM50ASNVMissense_Mutationrs375558781c.638N>Ap.Arg213Glnp.R213QQ14320protein_codingdeleterious(0)benign(0.132)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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