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: FAM129A

Gene summary for FAM129A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM129A

Gene ID

116496

Gene nameniban apoptosis regulator 1
Gene AliasC1orf24
Cytomap1q25.3
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

A0A024R978


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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
116496FAM129AGSM4909286HumanBreastIDC3.80e-09-1.74e-010.1081
116496FAM129AGSM4909296HumanBreastIDC1.75e-09-1.65e-010.1524
116496FAM129AGSM4909302HumanBreastIDC4.81e-02-1.28e-010.1545
116496FAM129AGSM4909307HumanBreastIDC1.53e-02-1.26e-010.1569
116496FAM129AGSM4909309HumanBreastIDC1.67e-03-7.77e-020.0483
116496FAM129AGSM4909311HumanBreastIDC8.15e-08-1.63e-010.1534
116496FAM129AGSM4909319HumanBreastIDC8.23e-09-1.71e-010.1563
116496FAM129AGSM4909321HumanBreastIDC1.21e-06-1.55e-010.1559
116496FAM129AM5HumanBreastIDC1.20e-119.79e-010.1598
116496FAM129ANCCBC14HumanBreastDCIS1.41e-104.95e-010.2021
116496FAM129AP1HumanBreastIDC3.15e-04-1.04e-020.1527
116496FAM129ADCIS2HumanBreastDCIS1.98e-08-5.35e-020.0085
116496FAM129AP1T-EHumanEsophagusESCC2.01e-064.10e-010.0875
116496FAM129AP2T-EHumanEsophagusESCC1.79e-114.29e-010.1177
116496FAM129AP4T-EHumanEsophagusESCC6.50e-072.64e-010.1323
116496FAM129AP5T-EHumanEsophagusESCC2.15e-051.64e-010.1327
116496FAM129AP8T-EHumanEsophagusESCC1.77e-031.43e-010.0889
116496FAM129AP9T-EHumanEsophagusESCC1.44e-124.68e-010.1131
116496FAM129AP11T-EHumanEsophagusESCC3.30e-166.78e-010.1426
116496FAM129AP15T-EHumanEsophagusESCC1.03e-025.21e-020.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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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
FAM129ASNVMissense_Mutationc.2728G>Ap.Asp910Asnp.D910NQ9BZQ8protein_codingdeleterious_low_confidence(0.05)possibly_damaging(0.624)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FAM129ASNVMissense_Mutationc.2182C>Gp.Pro728Alap.P728AQ9BZQ8protein_codingtolerated_low_confidence(0.86)benign(0.015)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FAM129ASNVMissense_Mutationc.71C>Tp.Ala24Valp.A24VQ9BZQ8protein_codingtolerated(1)benign(0.003)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
FAM129ASNVMissense_Mutationc.203G>Cp.Gly68Alap.G68AQ9BZQ8protein_codingtolerated(0.18)benign(0.337)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
FAM129AinsertionFrame_Shift_Insnovelc.603_604insGGTGCCTTGCCTCTGTGTGGp.Tyr202GlyfsTer9p.Y202Gfs*9Q9BZQ8protein_codingTCGA-A8-A09T-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
FAM129AinsertionNonsense_Mutationnovelc.1717_1718insAGAGGGCTGCACCTTAGGTTCTGACCCCATp.Met573delinsLysArgAlaAlaProTerValLeuThrProLeup.M573delinsKRAAP*VLTPLQ9BZQ8protein_codingTCGA-BH-A0BM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FAM129ASNVMissense_Mutationc.1885G>Ap.Glu629Lysp.E629KQ9BZQ8protein_codingtolerated(0.21)benign(0.077)TCGA-DG-A2KL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
FAM129ASNVMissense_Mutationrs769217969c.2777N>Tp.Ser926Leup.S926LQ9BZQ8protein_codingtolerated_low_confidence(0.12)benign(0.006)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
FAM129ASNVMissense_Mutationrs562448693c.134N>Ap.Arg45Hisp.R45HQ9BZQ8protein_codingtolerated(0.16)probably_damaging(0.938)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM129ASNVMissense_Mutationc.560T>Gp.Phe187Cysp.F187CQ9BZQ8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=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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