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: FAM234A

Gene summary for FAM234A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM234A

Gene ID

83986

Gene namefamily with sequence similarity 234 member A
Gene AliasC16orf9
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q9H0X4


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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
83986FAM234AHTA11_2487_2000001011HumanColorectumSER5.24e-073.82e-01-0.1808
83986FAM234AHTA11_1938_2000001011HumanColorectumAD3.49e-064.86e-01-0.0811
83986FAM234AHTA11_347_2000001011HumanColorectumAD9.19e-093.48e-01-0.1954
83986FAM234AHTA11_3361_2000001011HumanColorectumAD9.25e-033.67e-01-0.1207
83986FAM234AHTA11_83_2000001011HumanColorectumSER5.09e-033.82e-01-0.1526
83986FAM234AHTA11_866_2000001011HumanColorectumAD7.25e-032.02e-01-0.1001
83986FAM234AHTA11_1391_2000001011HumanColorectumAD7.51e-104.35e-01-0.059
83986FAM234AHTA11_10623_2000001011HumanColorectumAD3.48e-035.19e-01-0.0177
83986FAM234AA015-C-203HumanColorectumFAP2.76e-04-1.48e-01-0.1294
83986FAM234AA015-C-006HumanColorectumFAP1.72e-02-2.13e-01-0.0994
83986FAM234AA015-C-104HumanColorectumFAP2.28e-02-1.02e-01-0.1899
83986FAM234AA002-C-116HumanColorectumFAP2.94e-04-1.52e-01-0.0452
83986FAM234ALZE4THumanEsophagusESCC5.87e-055.47e-020.0811
83986FAM234ALZE7THumanEsophagusESCC9.47e-044.42e-010.0667
83986FAM234ALZE8THumanEsophagusESCC2.56e-053.26e-010.067
83986FAM234ALZE20THumanEsophagusESCC4.39e-092.24e-010.0662
83986FAM234ALZE21D1HumanEsophagusHGIN4.61e-022.23e-010.0632
83986FAM234ALZE22THumanEsophagusESCC6.60e-033.58e-010.068
83986FAM234ALZE24THumanEsophagusESCC3.81e-133.13e-010.0596
83986FAM234ALZE21THumanEsophagusESCC3.32e-054.21e-010.0655
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
FAM234ASNVMissense_Mutationrs758150908c.1282N>Ap.Ala428Thrp.A428TQ9H0X4protein_codingdeleterious(0)benign(0.437)TCGA-A7-A3RF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
FAM234ASNVMissense_Mutationc.331C>Gp.Leu111Valp.L111VQ9H0X4protein_codingtolerated(0.22)benign(0.203)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FAM234AdeletionFrame_Shift_Delnovelc.1473_1474delNNp.Ala492ArgfsTer38p.A492Rfs*38Q9H0X4protein_codingTCGA-A2-A25F-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
FAM234AinsertionFrame_Shift_Insnovelc.813_814insCATCTp.Gly272HisfsTer20p.G272Hfs*20Q9H0X4protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FAM234AinsertionIn_Frame_Insnovelc.1059_1060insTCCCCAAGAATGGTGGAGTACACACTTCCCATTTGTGCTp.Leu353_Asp354insSerProArgMetValGluTyrThrLeuProIleCysAlap.L353_D354insSPRMVEYTLPICAQ9H0X4protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
FAM234ASNVMissense_Mutationnovelc.1617C>Gp.Ile539Metp.I539MQ9H0X4protein_codingdeleterious(0)probably_damaging(0.923)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
FAM234ASNVMissense_Mutationnovelc.1617N>Gp.Ile539Metp.I539MQ9H0X4protein_codingdeleterious(0)probably_damaging(0.923)TCGA-C5-A3HL-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
FAM234ASNVMissense_Mutationc.481G>Cp.Glu161Glnp.E161QQ9H0X4protein_codingtolerated(0.44)benign(0.007)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM234ASNVMissense_Mutationc.1408N>Cp.Glu470Glnp.E470QQ9H0X4protein_codingdeleterious(0.02)possibly_damaging(0.903)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
FAM234ASNVMissense_Mutationc.983N>Cp.Val328Alap.V328AQ9H0X4protein_codingtolerated(0.08)benign(0.292)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
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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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