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: AKIRIN1

Gene summary for AKIRIN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AKIRIN1

Gene ID

79647

Gene nameakirin 1
Gene AliasC1orf108
Cytomap1p34.3
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q9H9L7


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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
79647AKIRIN1LZE4THumanEsophagusESCC3.46e-10-9.14e-020.0811
79647AKIRIN1LZE8THumanEsophagusESCC8.03e-11-1.88e-010.067
79647AKIRIN1LZE20THumanEsophagusESCC1.07e-13-1.49e-010.0662
79647AKIRIN1LZE22D1HumanEsophagusHGIN5.89e-04-2.18e-010.0595
79647AKIRIN1LZE22THumanEsophagusESCC1.03e-031.85e-010.068
79647AKIRIN1LZE24THumanEsophagusESCC9.76e-155.15e-010.0596
79647AKIRIN1LZE6THumanEsophagusESCC2.30e-02-2.44e-010.0845
79647AKIRIN1P2T-EHumanEsophagusESCC5.58e-327.10e-010.1177
79647AKIRIN1P4T-EHumanEsophagusESCC1.44e-203.42e-010.1323
79647AKIRIN1P5T-EHumanEsophagusESCC7.97e-123.53e-010.1327
79647AKIRIN1P8T-EHumanEsophagusESCC1.41e-111.94e-010.0889
79647AKIRIN1P9T-EHumanEsophagusESCC4.21e-171.22e-010.1131
79647AKIRIN1P10T-EHumanEsophagusESCC3.63e-255.98e-010.116
79647AKIRIN1P11T-EHumanEsophagusESCC6.66e-062.42e-010.1426
79647AKIRIN1P12T-EHumanEsophagusESCC1.57e-123.83e-010.1122
79647AKIRIN1P15T-EHumanEsophagusESCC4.11e-224.91e-010.1149
79647AKIRIN1P16T-EHumanEsophagusESCC3.14e-233.37e-010.1153
79647AKIRIN1P17T-EHumanEsophagusESCC1.33e-032.22e-010.1278
79647AKIRIN1P19T-EHumanEsophagusESCC3.88e-065.61e-010.1662
79647AKIRIN1P20T-EHumanEsophagusESCC7.13e-214.84e-010.1124
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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
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:00605379EsophagusHGINmuscle tissue development76/2587403/187232.67e-032.63e-0276
GO:00147068EsophagusHGINstriated muscle tissue development72/2587384/187233.94e-033.56e-0272
GO:006049117EsophagusHGINregulation of cell projection assembly39/2587188/187235.61e-034.57e-0239
GO:003109910EsophagusESCCregeneration122/8552198/187234.26e-064.57e-05122
GO:003134616EsophagusESCCpositive regulation of cell projection organization201/8552353/187231.19e-051.11e-04201
GO:006049118EsophagusESCCregulation of cell projection assembly110/8552188/187232.60e-041.58e-03110
GO:012003218EsophagusESCCregulation of plasma membrane bounded cell projection assembly108/8552186/187234.37e-042.46e-03108
GO:01200347EsophagusESCCpositive regulation of plasma membrane bounded cell projection assembly64/8552105/187231.15e-035.70e-0364
GO:00454454EsophagusESCCmyoblast differentiation52/855284/187231.98e-038.90e-0352
GO:006053716EsophagusESCCmuscle tissue development211/8552403/187233.84e-031.56e-02211
GO:00330025EsophagusESCCmuscle cell proliferation134/8552248/187234.80e-031.86e-02134
GO:000268515EsophagusESCCregulation of leukocyte migration114/8552210/187237.26e-032.63e-02114
GO:009758116EsophagusESCClamellipodium organization53/855290/187237.92e-032.82e-0253
GO:190274515EsophagusESCCpositive regulation of lamellipodium organization24/855237/187231.46e-024.74e-0224
GO:001470615EsophagusESCCstriated muscle tissue development197/8552384/187231.46e-024.74e-02197
GO:009758111LiverCirrhoticlamellipodium organization40/463490/187233.48e-054.26e-0440
GO:003109911LiverCirrhoticregeneration71/4634198/187233.02e-042.65e-0371
GO:001059211LiverCirrhoticpositive regulation of lamellipodium assembly16/463429/187234.36e-043.55e-0316
GO:190274511LiverCirrhoticpositive regulation of lamellipodium organization19/463437/187234.39e-043.57e-0319
GO:190274311LiverCirrhoticregulation of lamellipodium organization25/463454/187234.63e-043.75e-0325
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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
AKIRIN1SNVMissense_Mutationc.295N>Gp.Gln99Glup.Q99EQ9H9L7protein_codingtolerated(0.1)probably_damaging(0.99)TCGA-E9-A3QA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
AKIRIN1SNVMissense_Mutationnovelc.469G>Ap.Glu157Lysp.E157KQ9H9L7protein_codingdeleterious(0.01)probably_damaging(0.962)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
AKIRIN1SNVMissense_Mutationrs753878747c.458G>Ap.Arg153Glnp.R153QQ9H9L7protein_codingtolerated(0.09)possibly_damaging(0.811)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
AKIRIN1SNVMissense_Mutationnovelc.567N>Ap.Ser189Argp.S189RQ9H9L7protein_codingdeleterious(0)probably_damaging(0.997)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
AKIRIN1SNVMissense_Mutationrs764613354c.225A>Cp.Gln75Hisp.Q75HQ9H9L7protein_codingdeleterious(0)possibly_damaging(0.805)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AKIRIN1SNVMissense_Mutationnovelc.428N>Tp.Arg143Leup.R143LQ9H9L7protein_codingdeleterious(0)possibly_damaging(0.806)TCGA-QS-A744-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycarboplatinSD
AKIRIN1SNVMissense_Mutationrs781305153c.314C>Tp.Ser105Leup.S105LQ9H9L7protein_codingtolerated(0.16)benign(0.254)TCGA-FV-A23B-01Liverliver hepatocellular carcinomaFemale>=65I/IIUnknownUnknownPD
AKIRIN1SNVMissense_Mutationnovelc.256C>Ap.Arg86Serp.R86SQ9H9L7protein_codingdeleterious(0)probably_damaging(0.91)TCGA-86-7701-01Lunglung adenocarcinomaMale>=65III/IVChemotherapyetoposidePD
AKIRIN1SNVMissense_Mutationc.180N>Tp.Gln60Hisp.Q60HQ9H9L7protein_codingtolerated(0.09)benign(0.346)TCGA-33-4532-01Lunglung squamous cell carcinomaMale>=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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