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: ANLN

Gene summary for ANLN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANLN

Gene ID

54443

Gene nameanillin actin binding protein
Gene AliasFSGS8
Cytomap7p14.2
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

Q9NQW6


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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
54443ANLNLZE2THumanEsophagusESCC9.54e-067.69e-010.082
54443ANLNLZE4THumanEsophagusESCC1.70e-032.71e-010.0811
54443ANLNLZE22THumanEsophagusESCC1.57e-033.80e-010.068
54443ANLNLZE21THumanEsophagusESCC1.37e-065.57e-010.0655
54443ANLNP2T-EHumanEsophagusESCC7.08e-134.74e-010.1177
54443ANLNP4T-EHumanEsophagusESCC4.13e-174.77e-010.1323
54443ANLNP5T-EHumanEsophagusESCC3.28e-287.00e-010.1327
54443ANLNP9T-EHumanEsophagusESCC3.05e-072.99e-010.1131
54443ANLNP10T-EHumanEsophagusESCC7.37e-104.07e-010.116
54443ANLNP11T-EHumanEsophagusESCC9.07e-043.53e-010.1426
54443ANLNP12T-EHumanEsophagusESCC2.20e-133.13e-010.1122
54443ANLNP15T-EHumanEsophagusESCC7.07e-103.17e-010.1149
54443ANLNP16T-EHumanEsophagusESCC2.04e-041.98e-010.1153
54443ANLNP17T-EHumanEsophagusESCC1.49e-055.38e-010.1278
54443ANLNP19T-EHumanEsophagusESCC6.53e-044.54e-010.1662
54443ANLNP20T-EHumanEsophagusESCC8.24e-041.56e-010.1124
54443ANLNP21T-EHumanEsophagusESCC1.29e-116.66e-010.1617
54443ANLNP22T-EHumanEsophagusESCC1.16e-053.34e-010.1236
54443ANLNP23T-EHumanEsophagusESCC1.83e-073.85e-010.108
54443ANLNP24T-EHumanEsophagusESCC4.09e-072.61e-010.1287
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GO:009013220EsophagusESCCepithelium migration188/8552360/187236.96e-032.54e-02188
GO:009013020EsophagusESCCtissue migration190/8552365/187237.91e-032.82e-02190
GO:014001411LiverHCCmitotic nuclear division174/7958287/187233.74e-101.23e-08174
GO:00447722LiverHCCmitotic cell cycle phase transition240/7958424/187232.47e-096.84e-08240
GO:000734611LiverHCCregulation of mitotic cell cycle255/7958457/187234.96e-091.30e-07255
GO:003086512LiverHCCcortical cytoskeleton organization47/795861/187234.03e-088.69e-0747
GO:003250611LiverHCCcytokinetic process32/795839/187234.73e-077.69e-0632
GO:000028111LiverHCCmitotic cytokinesis51/795871/187235.20e-078.38e-0651
GO:19019901LiverHCCregulation of mitotic cell cycle phase transition167/7958299/187231.96e-062.71e-05167
GO:19019871LiverHCCregulation of cell cycle phase transition211/7958390/187232.11e-062.89e-05211
GO:003134611LiverHCCpositive regulation of cell projection organization193/7958353/187232.28e-063.08e-05193
GO:0048285LiverHCCorganelle fission254/7958488/187231.07e-051.23e-04254
GO:003086612LiverHCCcortical actin cytoskeleton organization30/795840/187233.04e-053.12e-0430
GO:000091011LiverHCCcytokinesis100/7958173/187233.38e-053.39e-04100
GO:003103222LiverHCCactomyosin structure organization109/7958196/187231.39e-041.13e-03109
GO:006164011LiverHCCcytoskeleton-dependent cytokinesis60/7958100/187233.09e-042.20e-0360
GO:0000280LiverHCCnuclear division220/7958439/187236.90e-044.25e-03220
GO:006049112LiverHCCregulation of cell projection assembly101/7958188/187231.20e-036.69e-03101
GO:012003212LiverHCCregulation of plasma membrane bounded cell projection assembly100/7958186/187231.23e-036.81e-03100
GO:01200344LiverHCCpositive regulation of plasma membrane bounded cell projection assembly58/7958105/187235.66e-032.36e-0258
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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
ANLNSNVMissense_Mutationc.461G>Cp.Arg154Prop.R154PQ9NQW6protein_codingdeleterious(0)probably_damaging(0.949)TCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ANLNSNVMissense_Mutationc.2752A>Tp.Ser918Cysp.S918CQ9NQW6protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ANLNSNVMissense_Mutationnovelc.1971N>Tp.Glu657Aspp.E657DQ9NQW6protein_codingtolerated(0.15)benign(0.078)TCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
ANLNSNVMissense_Mutationnovelc.1971N>Tp.Glu657Aspp.E657DQ9NQW6protein_codingtolerated(0.15)benign(0.078)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANLNSNVMissense_Mutationrs756975220c.932N>Ap.Gly311Glup.G311EQ9NQW6protein_codingtolerated(1)benign(0.03)TCGA-AR-A5QN-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapytaxotereSD
ANLNSNVMissense_Mutationnovelc.2761N>Tp.His921Tyrp.H921YQ9NQW6protein_codingtolerated(0.71)benign(0)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ANLNSNVMissense_Mutationnovelc.886N>Tp.Pro296Serp.P296SQ9NQW6protein_codingtolerated(0.1)benign(0.424)TCGA-LL-A5YN-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
ANLNinsertionFrame_Shift_Insnovelc.1055_1056insCTCTCCAAATGAAGTAACTATGCAGAAAAACATTTGGp.Cys353SerfsTer19p.C353Sfs*19Q9NQW6protein_codingTCGA-A8-A09C-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANLNinsertionFrame_Shift_Insnovelc.1969_1970insCAGTTp.Glu657AlafsTer35p.E657Afs*35Q9NQW6protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
ANLNinsertionFrame_Shift_Insnovelc.1969_1970insCAGTTp.Glu657AlafsTer35p.E657Afs*35Q9NQW6protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=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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