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: FAM32A

Gene summary for FAM32A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM32A

Gene ID

26017

Gene namefamily with sequence similarity 32 member A
Gene AliasOTAG-12
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

A0A024R7I4


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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
26017FAM32AHTA11_3410_2000001011HumanColorectumAD2.69e-031.40e-010.0155
26017FAM32AHTA11_2487_2000001011HumanColorectumSER1.49e-154.81e-01-0.1808
26017FAM32AHTA11_1938_2000001011HumanColorectumAD3.88e-104.12e-01-0.0811
26017FAM32AHTA11_78_2000001011HumanColorectumAD1.28e-072.73e-01-0.1088
26017FAM32AHTA11_347_2000001011HumanColorectumAD1.43e-214.44e-01-0.1954
26017FAM32AHTA11_411_2000001011HumanColorectumSER7.33e-107.88e-01-0.2602
26017FAM32AHTA11_2112_2000001011HumanColorectumSER9.35e-138.01e-01-0.2196
26017FAM32AHTA11_3361_2000001011HumanColorectumAD2.73e-073.11e-01-0.1207
26017FAM32AHTA11_83_2000001011HumanColorectumSER1.52e-083.92e-01-0.1526
26017FAM32AHTA11_696_2000001011HumanColorectumAD1.16e-193.96e-01-0.1464
26017FAM32AHTA11_866_2000001011HumanColorectumAD6.86e-052.36e-01-0.1001
26017FAM32AHTA11_1391_2000001011HumanColorectumAD6.97e-205.77e-01-0.059
26017FAM32AHTA11_2992_2000001011HumanColorectumSER7.65e-032.94e-01-0.1706
26017FAM32AHTA11_5212_2000001011HumanColorectumAD3.96e-032.83e-01-0.2061
26017FAM32AHTA11_5216_2000001011HumanColorectumSER1.67e-075.23e-01-0.1462
26017FAM32AHTA11_546_2000001011HumanColorectumAD9.68e-032.36e-01-0.0842
26017FAM32AHTA11_7862_2000001011HumanColorectumAD3.79e-053.49e-01-0.0179
26017FAM32AHTA11_866_3004761011HumanColorectumAD3.21e-123.52e-010.096
26017FAM32AHTA11_4255_2000001011HumanColorectumSER1.31e-043.50e-010.0446
26017FAM32AHTA11_7663_2000001011HumanColorectumSER2.21e-022.70e-010.0131
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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
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
FAM32ASNVMissense_Mutationc.196N>Cp.Glu66Glnp.E66QQ9Y421protein_codingtolerated(0.32)probably_damaging(0.987)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FAM32ASNVMissense_Mutationnovelc.271N>Ap.Asp91Asnp.D91NQ9Y421protein_codingtolerated(0.09)benign(0.041)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM32ASNVMissense_Mutationc.182N>Tp.Ala61Valp.A61VQ9Y421protein_codingdeleterious(0.01)probably_damaging(0.984)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM32ASNVMissense_Mutationnovelc.38A>Cp.Lys13Thrp.K13TQ9Y421protein_codingdeleterious(0)probably_damaging(0.961)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FAM32ASNVMissense_Mutationc.138G>Tp.Lys46Asnp.K46NQ9Y421protein_codingtolerated(0.27)probably_damaging(0.911)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FAM32ASNVMissense_Mutationnovelc.121N>Gp.Met41Valp.M41VQ9Y421protein_codingtolerated(0.48)benign(0.028)TCGA-WX-AA44-01Liverliver hepatocellular carcinomaFemale<65I/IITargeted Molecular therapysorafenibPR
FAM32ASNVMissense_Mutationc.332C>Tp.Thr111Metp.T111MQ9Y421protein_codingdeleterious(0.02)benign(0.09)TCGA-44-2657-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM32ASNVMissense_Mutationnovelc.305N>Gp.His102Argp.H102RQ9Y421protein_codingdeleterious(0)benign(0.029)TCGA-VQ-A8E3-01Stomachstomach 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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