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: SIPA1L1

Gene summary for SIPA1L1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SIPA1L1

Gene ID

26037

Gene namesignal induced proliferation associated 1 like 1
Gene AliasE6TP1
Cytomap14q24.2
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

O43166


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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
26037SIPA1L1CCI_1HumanCervixCC4.61e-111.32e+000.528
26037SIPA1L1CCI_2HumanCervixCC1.07e-091.30e+000.5249
26037SIPA1L1CCI_3HumanCervixCC4.25e-151.14e+000.516
26037SIPA1L1HTA11_3410_2000001011HumanColorectumAD5.41e-19-5.41e-010.0155
26037SIPA1L1HTA11_2951_2000001011HumanColorectumAD5.76e-03-7.52e-010.0216
26037SIPA1L1HTA11_347_2000001011HumanColorectumAD1.67e-064.93e-01-0.1954
26037SIPA1L1HTA11_5216_2000001011HumanColorectumSER1.26e-05-4.97e-01-0.1462
26037SIPA1L1HTA11_11156_2000001011HumanColorectumAD5.40e-04-9.24e-010.0397
26037SIPA1L1HTA11_99999965062_69753HumanColorectumMSI-H2.95e-079.19e-010.3487
26037SIPA1L1HTA11_99999971662_82457HumanColorectumMSS1.31e-18-6.61e-010.3859
26037SIPA1L1HTA11_99999974143_84620HumanColorectumMSS6.13e-25-7.23e-010.3005
26037SIPA1L1F007HumanColorectumFAP1.44e-02-1.27e-010.1176
26037SIPA1L1A001-C-207HumanColorectumFAP5.09e-05-4.33e-010.1278
26037SIPA1L1A015-C-203HumanColorectumFAP1.51e-32-5.32e-01-0.1294
26037SIPA1L1A015-C-204HumanColorectumFAP4.20e-04-2.77e-01-0.0228
26037SIPA1L1A014-C-040HumanColorectumFAP2.87e-04-3.79e-01-0.1184
26037SIPA1L1A002-C-201HumanColorectumFAP2.52e-16-4.07e-010.0324
26037SIPA1L1A001-C-119HumanColorectumFAP1.12e-07-4.22e-01-0.1557
26037SIPA1L1A001-C-108HumanColorectumFAP1.23e-21-4.92e-01-0.0272
26037SIPA1L1A002-C-205HumanColorectumFAP2.85e-31-5.93e-01-0.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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
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
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
GO:000740918ThyroidPTCaxonogenesis178/5968418/187232.17e-062.91e-05178
GO:010602715ThyroidPTCneuron projection organization51/596893/187233.76e-064.75e-0551
GO:009706110ThyroidPTCdendritic spine organization47/596884/187234.27e-065.28e-0547
GO:005105617ThyroidPTCregulation of small GTPase mediated signal transduction132/5968302/187239.26e-061.04e-04132
GO:004308718ThyroidPTCregulation of GTPase activity148/5968348/187231.63e-051.71e-04148
GO:00507708ThyroidPTCregulation of axonogenesis74/5968154/187231.96e-052.00e-0474
GO:00610017ThyroidPTCregulation of dendritic spine morphogenesis29/596847/187232.44e-052.40e-0429
GO:00609976ThyroidPTCdendritic spine morphogenesis35/596861/187233.41e-053.22e-0435
GO:00488139ThyroidPTCdendrite morphogenesis69/5968146/187237.12e-056.19e-0469
GO:00991738ThyroidPTCpostsynapse organization77/5968168/187231.01e-048.25e-0477
GO:00991754ThyroidPTCregulation of postsynapse organization45/596890/187232.57e-041.84e-0345
GO:004354714ThyroidPTCpositive regulation of GTPase activity103/5968255/187232.38e-031.25e-02103
GO:00488144ThyroidPTCregulation of dendrite morphogenesis32/596867/187234.75e-032.22e-0232
GO:00508089ThyroidPTCsynapse organization161/5968426/187235.11e-032.36e-02161
GO:00507735ThyroidPTCregulation of dendrite development45/5968103/187237.70e-033.27e-0245
GO:00508074ThyroidPTCregulation of synapse organization84/5968211/187238.72e-033.64e-0284
GO:00508032ThyroidPTCregulation of synapse structure or activity86/5968218/187231.05e-024.23e-0286
GO:001097523ThyroidATCregulation of neuron projection development212/6293445/187234.16e-101.14e-08212
GO:006156423ThyroidATCaxon development220/6293467/187236.85e-101.80e-08220
GO:000740919ThyroidATCaxonogenesis197/6293418/187235.09e-091.13e-07197
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0401512CervixCCRap1 signaling pathway56/1267210/84656.23e-065.61e-053.32e-0556
hsa0401513CervixCCRap1 signaling pathway56/1267210/84656.23e-065.61e-053.32e-0556
hsa04015ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa040151ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa040152ColorectumSERRap1 signaling pathway54/1580210/84656.55e-033.68e-022.67e-0254
hsa040153ColorectumSERRap1 signaling pathway54/1580210/84656.55e-033.68e-022.67e-0254
hsa040154ColorectumMSSRap1 signaling pathway66/1875210/84651.03e-035.94e-033.64e-0366
hsa040155ColorectumMSSRap1 signaling pathway66/1875210/84651.03e-035.94e-033.64e-0366
hsa040156ColorectumFAPRap1 signaling pathway53/1404210/84657.93e-045.14e-033.13e-0353
hsa040157ColorectumFAPRap1 signaling pathway53/1404210/84657.93e-045.14e-033.13e-0353
hsa040158ColorectumCRCRap1 signaling pathway48/1091210/84654.00e-058.70e-045.90e-0448
hsa040159ColorectumCRCRap1 signaling pathway48/1091210/84654.00e-058.70e-045.90e-0448
hsa0401514EndometriumAEHRap1 signaling pathway49/1197210/84652.03e-041.78e-031.30e-0349
hsa0401515EndometriumAEHRap1 signaling pathway49/1197210/84652.03e-041.78e-031.30e-0349
hsa0401522EndometriumEECRap1 signaling pathway49/1237210/84654.45e-043.47e-032.59e-0349
hsa0401532EndometriumEECRap1 signaling pathway49/1237210/84654.45e-043.47e-032.59e-0349
hsa0401510LungIACRap1 signaling pathway41/1053210/84652.01e-031.07e-027.10e-0341
hsa0401511LungIACRap1 signaling pathway41/1053210/84652.01e-031.07e-027.10e-0341
hsa0401521LungAISRap1 signaling pathway41/961210/84653.23e-043.38e-032.16e-0341
hsa0401531LungAISRap1 signaling pathway41/961210/84653.23e-043.38e-032.16e-0341
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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
SIPA1L1SNVMissense_Mutationc.596G>Cp.Gly199Alap.G199AO43166protein_codingtolerated(0.28)probably_damaging(0.995)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SIPA1L1SNVMissense_Mutationc.3518A>Gp.Glu1173Glyp.E1173GO43166protein_codingdeleterious(0)benign(0.077)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SIPA1L1SNVMissense_Mutationrs371174898c.1342N>Cp.Glu448Glnp.E448QO43166protein_codingdeleterious(0.02)benign(0.373)TCGA-AC-A5EH-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SIPA1L1SNVMissense_Mutationnovelc.1310N>Tp.Gly437Valp.G437VO43166protein_codingtolerated(0.06)possibly_damaging(0.527)TCGA-AC-A8OR-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SIPA1L1SNVMissense_Mutationrs759169137c.4673N>Cp.Phe1558Serp.F1558SO43166protein_codingtolerated(0.39)benign(0.042)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SIPA1L1SNVMissense_Mutationc.1102N>Tp.Val368Leup.V368LO43166protein_codingdeleterious(0.02)benign(0.103)TCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SIPA1L1SNVMissense_Mutationc.2846N>Ap.Cys949Tyrp.C949YO43166protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
SIPA1L1SNVMissense_Mutationc.2060C>Gp.Ser687Cysp.S687CO43166protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-AR-A0TZ-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificDoxorubicinPD
SIPA1L1SNVMissense_Mutationrs771656202c.3934N>Ap.Glu1312Lysp.E1312KO43166protein_codingdeleterious(0.01)benign(0.291)TCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
SIPA1L1SNVMissense_Mutationc.4120N>Cp.Asp1374Hisp.D1374HO43166protein_codingtolerated(0.05)probably_damaging(0.994)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
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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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