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: ICA1L

Gene summary for ICA1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ICA1L

Gene ID

130026

Gene nameislet cell autoantigen 1 like
Gene AliasALS2CR14
Cytomap2q33.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A024R3W3


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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
130026ICA1LHTA11_78_2000001011HumanColorectumAD7.08e-042.28e-01-0.1088
130026ICA1LHTA11_347_2000001011HumanColorectumAD2.94e-185.55e-01-0.1954
130026ICA1LHTA11_696_2000001011HumanColorectumAD5.97e-053.01e-01-0.1464
130026ICA1LHTA11_866_2000001011HumanColorectumAD4.28e-022.09e-01-0.1001
130026ICA1LHTA11_1391_2000001011HumanColorectumAD2.68e-062.89e-01-0.059
130026ICA1LHTA11_7663_2000001011HumanColorectumSER2.05e-151.21e+000.0131
130026ICA1LHTA11_10711_2000001011HumanColorectumAD3.11e-216.43e-010.0338
130026ICA1LHTA11_6818_2000001011HumanColorectumAD5.73e-321.10e+000.0112
130026ICA1LHTA11_11156_2000001011HumanColorectumAD6.62e-058.20e-010.0397
130026ICA1LHTA11_6818_2000001021HumanColorectumAD1.09e-197.85e-010.0588
130026ICA1LHTA11_99999974143_84620HumanColorectumMSS3.21e-561.15e+000.3005
130026ICA1LHCC1HumanLiverHCC1.53e-121.75e+000.5336
130026ICA1LHCC2HumanLiverHCC1.35e-293.46e+000.5341
130026ICA1LHCC5HumanLiverHCC1.36e-302.27e+000.4932
130026ICA1LHTA12-15-2HumanPancreasPDAC3.40e-105.57e-010.2315
130026ICA1LHTA12-23-1HumanPancreasPDAC1.74e-149.57e-010.3405
130026ICA1LHTA12-25-1HumanPancreasPDAC2.76e-096.02e-010.313
130026ICA1LHTA12-26-1HumanPancreasPDAC4.22e-239.00e-010.3728
130026ICA1LHTA12-29-1HumanPancreasPDAC8.86e-509.15e-010.3722
130026ICA1LHTA12-30-1HumanPancreasPDAC2.27e-048.81e-010.3671
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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
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
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
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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
ICA1LSNVMissense_Mutationnovelc.14G>Cp.Gly5Alap.G5AQ8NDH6protein_codingtolerated(0.3)benign(0.096)TCGA-A2-A3XZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
ICA1LSNVMissense_Mutationc.549N>Cp.Lys183Asnp.K183NQ8NDH6protein_codingdeleterious(0)probably_damaging(0.98)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
ICA1LSNVMissense_Mutationc.1210G>Cp.Asp404Hisp.D404HQ8NDH6protein_codingdeleterious(0.01)probably_damaging(1)TCGA-BH-A0B4-01Breastbreast invasive carcinomaMale>=65III/IVHormone TherapytamoxiphenSD
ICA1LSNVMissense_Mutationc.979N>Cp.Glu327Glnp.E327QQ8NDH6protein_codingtolerated(0.29)benign(0.014)TCGA-C8-A12K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ICA1LdeletionFrame_Shift_Delnovelc.993_1017delNNNNNNNNNNNNNNNNNNNNNNNNNp.Asp332GlufsTer11p.D332Efs*11Q8NDH6protein_codingTCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ICA1LSNVMissense_Mutationrs750934313c.1174G>Ap.Ala392Thrp.A392TQ8NDH6protein_codingtolerated(0.33)benign(0.031)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ICA1LSNVMissense_Mutationc.640G>Ap.Ala214Thrp.A214TQ8NDH6protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ICA1LSNVMissense_Mutationc.817G>Ap.Asp273Asnp.D273NQ8NDH6protein_codingtolerated(0.1)benign(0.023)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ICA1LSNVMissense_Mutationc.1006G>Tp.Asp336Tyrp.D336YQ8NDH6protein_codingdeleterious(0)possibly_damaging(0.879)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ICA1LSNVMissense_Mutationnovelc.433N>Gp.Thr145Alap.T145AQ8NDH6protein_codingdeleterious(0)probably_damaging(0.926)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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