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: SF3A1

Gene summary for SF3A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SF3A1

Gene ID

10291

Gene namesplicing factor 3a subunit 1
Gene AliasPRP21
Cytomap22q12.2
Gene Typeprotein-coding
GO ID

GO:0000245

UniProtAcc

A0A024R1K8


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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
10291SF3A1HTA11_2487_2000001011HumanColorectumSER1.66e-053.08e-01-0.1808
10291SF3A1HTA11_1938_2000001011HumanColorectumAD1.32e-064.35e-01-0.0811
10291SF3A1HTA11_78_2000001011HumanColorectumAD5.55e-064.03e-01-0.1088
10291SF3A1HTA11_347_2000001011HumanColorectumAD1.96e-215.48e-01-0.1954
10291SF3A1HTA11_3361_2000001011HumanColorectumAD3.38e-023.06e-01-0.1207
10291SF3A1HTA11_83_2000001011HumanColorectumSER2.35e-033.20e-01-0.1526
10291SF3A1HTA11_696_2000001011HumanColorectumAD7.10e-103.41e-01-0.1464
10291SF3A1HTA11_866_2000001011HumanColorectumAD3.39e-062.77e-01-0.1001
10291SF3A1HTA11_1391_2000001011HumanColorectumAD1.92e-115.00e-01-0.059
10291SF3A1HTA11_2992_2000001011HumanColorectumSER3.81e-024.42e-01-0.1706
10291SF3A1HTA11_5216_2000001011HumanColorectumSER9.31e-033.77e-01-0.1462
10291SF3A1HTA11_546_2000001011HumanColorectumAD1.79e-023.24e-01-0.0842
10291SF3A1HTA11_866_3004761011HumanColorectumAD2.22e-154.50e-010.096
10291SF3A1HTA11_8622_2000001021HumanColorectumSER1.29e-054.46e-010.0528
10291SF3A1HTA11_7663_2000001011HumanColorectumSER3.17e-043.67e-010.0131
10291SF3A1HTA11_6801_2000001011HumanColorectumSER1.26e-035.82e-010.0171
10291SF3A1HTA11_7696_3000711011HumanColorectumAD3.31e-124.02e-010.0674
10291SF3A1HTA11_6818_2000001011HumanColorectumAD1.94e-033.30e-010.0112
10291SF3A1HTA11_7469_2000001011HumanColorectumAD5.87e-036.08e-01-0.0124
10291SF3A1HTA11_99999970781_79442HumanColorectumMSS4.97e-093.53e-010.294
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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
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
∗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:0000375110Oral cavityLPRNA splicing, via transesterification reactions181/4623324/187231.36e-331.70e-30181
GO:0000377110Oral cavityLPRNA splicing, via transesterification reactions with bulged adenosine as nucleophile179/4623320/187232.48e-332.22e-30179
GO:0000398110Oral cavityLPmRNA splicing, via spliceosome179/4623320/187232.48e-332.22e-30179
GO:0071826110Oral cavityLPribonucleoprotein complex subunit organization130/4623227/187237.54e-263.63e-23130
GO:0022618110Oral cavityLPribonucleoprotein complex assembly125/4623220/187231.76e-246.91e-22125
GO:000024513Oral cavityLPspliceosomal complex assembly34/462379/187232.65e-042.75e-0334
GO:000838019ProstateTumorRNA splicing153/3246434/187239.15e-205.79e-17153
GO:002261319ProstateTumorribonucleoprotein complex biogenesis159/3246463/187233.17e-191.52e-16159
GO:000037518ProstateTumorRNA splicing, via transesterification reactions119/3246324/187233.40e-171.06e-14119
GO:000037718ProstateTumorRNA splicing, via transesterification reactions with bulged adenosine as nucleophile117/3246320/187239.31e-172.22e-14117
GO:000039818ProstateTumormRNA splicing, via spliceosome117/3246320/187239.31e-172.22e-14117
GO:007182619ProstateTumorribonucleoprotein complex subunit organization91/3246227/187233.62e-167.50e-1491
GO:002261819ProstateTumorribonucleoprotein complex assembly89/3246220/187233.94e-167.89e-1489
GO:000024512ProstateTumorspliceosomal complex assembly26/324679/187235.68e-044.11e-0326
GO:002261329SkincSCCribonucleoprotein complex biogenesis302/4864463/187235.13e-723.22e-68302
GO:0008380112SkincSCCRNA splicing263/4864434/187232.45e-535.13e-50263
GO:0000375112SkincSCCRNA splicing, via transesterification reactions201/4864324/187234.07e-435.10e-40201
GO:0000377112SkincSCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile197/4864320/187231.45e-411.14e-38197
GO:0000398112SkincSCCmRNA splicing, via spliceosome197/4864320/187231.45e-411.14e-38197
GO:007182629SkincSCCribonucleoprotein complex subunit organization140/4864227/187235.54e-303.16e-27140
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa03040ColorectumADSpliceosome73/2092217/84651.73e-039.68e-036.18e-0373
hsa030401ColorectumADSpliceosome73/2092217/84651.73e-039.68e-036.18e-0373
hsa030402ColorectumMSSSpliceosome66/1875217/84652.58e-031.27e-027.81e-0366
hsa030403ColorectumMSSSpliceosome66/1875217/84652.58e-031.27e-027.81e-0366
hsa0304027EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
hsa0304037EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
hsa030407LiverCirrhoticSpliceosome102/2530217/84655.69e-089.47e-075.84e-07102
hsa0304012LiverCirrhoticSpliceosome102/2530217/84655.69e-089.47e-075.84e-07102
hsa0304022LiverHCCSpliceosome122/4020217/84655.55e-031.60e-028.91e-03122
hsa0304032LiverHCCSpliceosome122/4020217/84655.55e-031.60e-028.91e-03122
hsa0304016Oral cavityOSCCSpliceosome123/3704217/84657.21e-052.74e-041.40e-04123
hsa0304017Oral cavityOSCCSpliceosome123/3704217/84657.21e-052.74e-041.40e-04123
hsa0304026Oral cavityLPSpliceosome106/2418217/84651.30e-102.40e-091.55e-09106
hsa0304036Oral cavityLPSpliceosome106/2418217/84651.30e-102.40e-091.55e-09106
hsa0304025ProstateTumorSpliceosome66/1791217/84657.53e-043.59e-032.23e-0366
hsa0304035ProstateTumorSpliceosome66/1791217/84657.53e-043.59e-032.23e-0366
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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
SF3A1SNVMissense_Mutationnovelc.2005C>Ap.Pro669Thrp.P669TQ15459protein_codingtolerated(0.37)probably_damaging(0.981)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
SF3A1SNVMissense_Mutationc.1796N>Ap.Arg599Glnp.R599QQ15459protein_codingtolerated(0.68)possibly_damaging(0.885)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SF3A1SNVMissense_Mutationc.1229A>Gp.Tyr410Cysp.Y410CQ15459protein_codingdeleterious(0)possibly_damaging(0.608)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
SF3A1SNVMissense_Mutationnovelc.823G>Tp.Asp275Tyrp.D275YQ15459protein_codingdeleterious(0)probably_damaging(0.977)TCGA-OK-A5Q2-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SF3A1deletionFrame_Shift_Delnovelc.1452delTp.Ile484MetfsTer17p.I484Mfs*17Q15459protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
SF3A1SNVMissense_Mutationnovelc.1798N>Tp.Pro600Serp.P600SQ15459protein_codingtolerated(0.08)benign(0.118)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SF3A1SNVMissense_Mutationrs377475726c.1904N>Tp.Ala635Valp.A635VQ15459protein_codingtolerated(0.23)benign(0.047)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SF3A1SNVMissense_Mutationc.1497N>Tp.Lys499Asnp.K499NQ15459protein_codingdeleterious(0)probably_damaging(0.95)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
SF3A1SNVMissense_Mutationrs370505540c.509N>Tp.Thr170Metp.T170MQ15459protein_codingtolerated(0.06)probably_damaging(0.996)TCGA-AA-3980-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SF3A1SNVMissense_Mutationc.1289G>Ap.Arg430Hisp.R430HQ15459protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-AD-5900-01Colorectumcolon 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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