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_10623_2000001011HumanColorectumAD2.86e-104.47e-01-0.0177
26017FAM32AHTA11_6801_2000001011HumanColorectumSER4.53e-033.76e-010.0171
26017FAM32AHTA11_10711_2000001011HumanColorectumAD2.34e-042.28e-010.0338
26017FAM32AHTA11_7696_3000711011HumanColorectumAD3.22e-113.99e-010.0674
26017FAM32AHTA11_6818_2000001021HumanColorectumAD2.11e-042.72e-010.0588
26017FAM32AHTA11_99999970781_79442HumanColorectumMSS1.82e-133.68e-010.294
26017FAM32AHTA11_99999965062_69753HumanColorectumMSI-H8.00e-088.87e-010.3487
26017FAM32AHTA11_99999965104_69814HumanColorectumMSS1.46e-113.89e-010.281
26017FAM32AHTA11_99999971662_82457HumanColorectumMSS1.23e-194.72e-010.3859
26017FAM32AHTA11_99999973899_84307HumanColorectumMSS6.29e-156.10e-010.2585
26017FAM32AHTA11_99999974143_84620HumanColorectumMSS6.14e-093.04e-010.3005
26017FAM32ALZE2DHumanEsophagusHGIN1.55e-029.06e-020.0642
26017FAM32ALZE2THumanEsophagusESCC2.19e-052.83e-010.082
26017FAM32ALZE3DHumanEsophagusHGIN2.35e-022.54e-010.0668
26017FAM32ALZE4THumanEsophagusESCC1.19e-143.91e-010.0811
26017FAM32ALZE5THumanEsophagusESCC2.22e-021.84e-010.0514
26017FAM32ALZE7THumanEsophagusESCC2.34e-118.40e-010.0667
26017FAM32ALZE8THumanEsophagusESCC1.52e-151.45e-010.067
26017FAM32ALZE20THumanEsophagusESCC3.27e-061.96e-010.0662
26017FAM32ALZE22D1HumanEsophagusHGIN1.55e-061.12e-010.0595
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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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