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: FAM53C

Gene summary for FAM53C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM53C

Gene ID

51307

Gene namefamily with sequence similarity 53 member C
Gene AliasC5orf6
Cytomap5q31.2
Gene Typeprotein-coding
GO ID

GO:0006606

UniProtAcc

Q9NYF3


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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
51307FAM53CLZE4THumanEsophagusESCC1.50e-062.46e-010.0811
51307FAM53CLZE5THumanEsophagusESCC4.44e-024.52e-020.0514
51307FAM53CLZE7THumanEsophagusESCC6.88e-084.82e-010.0667
51307FAM53CLZE8THumanEsophagusESCC2.94e-093.30e-010.067
51307FAM53CLZE20THumanEsophagusESCC9.97e-072.78e-010.0662
51307FAM53CLZE24THumanEsophagusESCC3.69e-185.93e-010.0596
51307FAM53CLZE21THumanEsophagusESCC1.22e-041.67e-010.0655
51307FAM53CLZE6THumanEsophagusESCC2.85e-031.19e-010.0845
51307FAM53CP1T-EHumanEsophagusESCC2.31e-092.54e-010.0875
51307FAM53CP2T-EHumanEsophagusESCC3.80e-274.76e-010.1177
51307FAM53CP4T-EHumanEsophagusESCC4.79e-102.43e-010.1323
51307FAM53CP5T-EHumanEsophagusESCC1.16e-091.43e-010.1327
51307FAM53CP8T-EHumanEsophagusESCC1.40e-151.50e-010.0889
51307FAM53CP9T-EHumanEsophagusESCC1.43e-133.02e-010.1131
51307FAM53CP10T-EHumanEsophagusESCC1.51e-213.83e-010.116
51307FAM53CP11T-EHumanEsophagusESCC5.23e-181.07e+000.1426
51307FAM53CP12T-EHumanEsophagusESCC5.32e-357.07e-010.1122
51307FAM53CP15T-EHumanEsophagusESCC1.50e-225.05e-010.1149
51307FAM53CP16T-EHumanEsophagusESCC8.02e-133.58e-010.1153
51307FAM53CP20T-EHumanEsophagusESCC4.82e-491.25e+000.1124
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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:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
GO:0051169110EsophagusESCCnuclear transport230/8552301/187236.04e-282.02e-25230
GO:003450418EsophagusESCCprotein localization to nucleus211/8552290/187234.06e-216.60e-19211
GO:001703818EsophagusESCCprotein import149/8552206/187235.90e-153.31e-13149
GO:005117014EsophagusESCCimport into nucleus111/8552159/187235.69e-101.44e-08111
GO:000660613EsophagusESCCprotein import into nucleus108/8552155/187231.16e-092.77e-08108
GO:007259412LiverCirrhoticestablishment of protein localization to organelle189/4634422/187231.01e-192.45e-17189
GO:000691312LiverCirrhoticnucleocytoplasmic transport118/4634301/187231.71e-086.27e-07118
GO:005116912LiverCirrhoticnuclear transport118/4634301/187231.71e-086.27e-07118
GO:003450411LiverCirrhoticprotein localization to nucleus113/4634290/187235.00e-081.58e-06113
GO:00170387LiverCirrhoticprotein import77/4634206/187233.56e-054.32e-0477
GO:00511706LiverCirrhoticimport into nucleus54/4634159/187235.59e-032.83e-0254
GO:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:000691322LiverHCCnucleocytoplasmic transport208/7958301/187235.51e-218.12e-19208
GO:005116922LiverHCCnuclear transport208/7958301/187235.51e-218.12e-19208
GO:003450421LiverHCCprotein localization to nucleus194/7958290/187232.84e-172.85e-15194
GO:001703811LiverHCCprotein import140/7958206/187231.12e-136.46e-12140
GO:005117011LiverHCCimport into nucleus102/7958159/187232.78e-086.39e-07102
GO:00066066LiverHCCprotein import into nucleus99/7958155/187236.12e-081.28e-0699
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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
FAM53CSNVMissense_Mutationc.264N>Tp.Lys88Asnp.K88NQ9NYF3protein_codingtolerated(0.49)benign(0)TCGA-E9-A229-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilSD
FAM53CSNVMissense_Mutationrs771002511c.107N>Gp.Asn36Serp.N36SQ9NYF3protein_codingtolerated(0.6)benign(0)TCGA-E9-A6HE-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinCR
FAM53CSNVMissense_Mutationc.829N>Ap.Asp277Asnp.D277NQ9NYF3protein_codingtolerated(0.47)probably_damaging(0.996)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
FAM53CinsertionIn_Frame_Insnovelc.705_706insTTTGGTCTTTTGp.Pro235_Ser236insPheGlyLeuLeup.P235_S236insFGLLQ9NYF3protein_codingTCGA-BH-A0BD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FAM53CSNVMissense_Mutationrs777338677c.1093N>Tp.Arg365Trpp.R365WQ9NYF3protein_codingdeleterious(0)possibly_damaging(0.898)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAM53CSNVMissense_Mutationc.915G>Ap.Met305Ilep.M305IQ9NYF3protein_codingdeleterious(0)probably_damaging(0.969)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAM53CSNVMissense_Mutationrs750874638c.841C>Tp.Arg281Cysp.R281CQ9NYF3protein_codingdeleterious(0)probably_damaging(0.976)TCGA-G4-6322-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinPD
FAM53CSNVMissense_Mutationc.146C>Tp.Ser49Phep.S49FQ9NYF3protein_codingdeleterious(0.04)benign(0.308)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FAM53CSNVMissense_Mutationc.921G>Tp.Gln307Hisp.Q307HQ9NYF3protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FAM53CinsertionFrame_Shift_Insnovelc.159_160insCp.His55ProfsTer6p.H55Pfs*6Q9NYF3protein_codingTCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=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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