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: SFTPA2

Gene summary for SFTPA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SFTPA2

Gene ID

729238

Gene namesurfactant protein A2
Gene AliasCOLEC5
Cytomap10q22.3
Gene Typeprotein-coding
GO ID

GO:0007585

UniProtAcc

Q8IWL1


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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
729238SFTPA2TD9HumanLungIAC2.52e-06-1.40e+000.088
729238SFTPA2RNA-P10T1-P10T1-1HumanLungAIS2.71e-02-1.02e+00-0.0764
729238SFTPA2RNA-P10T1-P10T1-2HumanLungAIS2.92e-02-1.22e+00-0.1028
729238SFTPA2RNA-P10T2-P10T2-1HumanLungAAH6.39e-03-7.21e-01-0.1271
729238SFTPA2RNA-P10T2-P10T2-2HumanLungAAH3.04e-05-5.82e-01-0.1406
729238SFTPA2RNA-P10T2-P10T2-3HumanLungAAH1.01e-04-6.47e-01-0.1408
729238SFTPA2RNA-P10T2-P10T2-4HumanLungAAH8.79e-04-5.63e-01-0.138
729238SFTPA2RNA-P17T-P17T-2HumanLungIAC8.27e-11-2.47e+000.3371
729238SFTPA2RNA-P17T-P17T-4HumanLungIAC5.50e-10-2.47e+000.343
729238SFTPA2RNA-P17T-P17T-6HumanLungIAC5.50e-10-2.47e+000.3385
729238SFTPA2RNA-P17T-P17T-8HumanLungIAC1.98e-12-2.47e+000.3329
729238SFTPA2RNA-P18T-P18T-2HumanLungIAC8.78e-05-1.91e+000.1129
729238SFTPA2RNA-P18T-P18T-4HumanLungIAC2.69e-04-1.87e+000.1024
729238SFTPA2RNA-P18T-P18T-6HumanLungIAC6.64e-05-1.71e+000.0856
729238SFTPA2RNA-P18T-P18T-8HumanLungIAC1.29e-04-2.17e+000.1151
729238SFTPA2RNA-P23T2-P23T2-1HumanLungMIAC5.69e-06-1.26e+00-0.037
729238SFTPA2RNA-P23T2-P23T2-2HumanLungMIAC3.72e-06-1.32e+00-0.028
729238SFTPA2RNA-P23T2-P23T2-4HumanLungMIAC5.71e-07-2.18e+00-0.0272
729238SFTPA2RNA-P24T2-P24T2-2HumanLungIAC1.31e-06-2.47e+000.0057
729238SFTPA2RNA-P3T-P3T-1HumanLungIAC2.18e-34-2.47e+000.1829
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:0007585LungIACrespiratory gaseous exchange by respiratory system18/206168/187232.99e-044.82e-0318
GO:00075851LungAISrespiratory gaseous exchange by respiratory system15/184968/187232.24e-032.38e-0215
GO:00075852LungAAHrespiratory gaseous exchange by respiratory system8/61368/187231.65e-034.01e-028
GO:00075853LungMIACrespiratory gaseous exchange by respiratory system11/96768/187236.76e-041.59e-0211
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414516LungMIACPhagosome18/507152/84654.17e-033.28e-022.37e-0218
hsa0414517LungMIACPhagosome18/507152/84654.17e-033.28e-022.37e-0218
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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
SFTPA2SNVMissense_Mutationnovelc.226C>Tp.Pro76Serp.P76SQ8IWL1protein_codingtolerated(0.24)benign(0.001)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SFTPA2deletionFrame_Shift_Delnovelc.727delCp.Leu243Terp.L243*Q8IWL1protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
SFTPA2SNVMissense_Mutationc.83N>Cp.Gly28Alap.G28AQ8IWL1protein_codingtolerated(0.05)benign(0.059)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
SFTPA2SNVMissense_Mutationc.638G>Ap.Arg213Glnp.R213QQ8IWL1protein_codingtolerated(0.75)benign(0.006)TCGA-LP-A7HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SFTPA2SNVMissense_Mutationnovelc.313G>Ap.Glu105Lysp.E105KQ8IWL1protein_codingtolerated(0.24)benign(0.001)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SFTPA2SNVMissense_Mutationnovelc.100N>Ap.Gly34Serp.G34SQ8IWL1protein_codingtolerated(0.06)probably_damaging(0.999)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SFTPA2SNVMissense_Mutationnovelc.149N>Cp.Val50Alap.V50AQ8IWL1protein_codingtolerated(0.11)benign(0.01)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SFTPA2SNVMissense_Mutationnovelc.233N>Tp.Ala78Valp.A78VQ8IWL1protein_codingtolerated(0.42)benign(0.087)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SFTPA2SNVMissense_Mutationrs759988686c.725N>Ap.Arg242Glnp.R242QQ8IWL1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CM-6172-01Colorectumcolon adenocarcinomaFemale>=65III/IVAncillaryleucovorinSD
SFTPA2SNVMissense_Mutationc.36G>Cp.Leu12Phep.L12FQ8IWL1protein_codingdeleterious(0.03)possibly_damaging(0.562)TCGA-DC-4749-01Colorectumrectum 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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