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: ISYNA1

Gene summary for ISYNA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ISYNA1

Gene ID

51477

Gene nameinositol-3-phosphate synthase 1
Gene AliasINO1
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

Q9NPH2


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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
51477ISYNA1LZE4THumanEsophagusESCC3.00e-174.25e-010.0811
51477ISYNA1LZE5THumanEsophagusESCC1.24e-024.08e-010.0514
51477ISYNA1LZE7THumanEsophagusESCC5.29e-211.00e+000.0667
51477ISYNA1LZE8THumanEsophagusESCC9.88e-083.29e-010.067
51477ISYNA1LZE21D1HumanEsophagusHGIN2.77e-044.28e-010.0632
51477ISYNA1LZE22THumanEsophagusESCC1.35e-097.40e-010.068
51477ISYNA1LZE24THumanEsophagusESCC1.31e-205.25e-010.0596
51477ISYNA1LZE21THumanEsophagusESCC1.17e-032.87e-010.0655
51477ISYNA1LZE6THumanEsophagusESCC8.47e-115.58e-010.0845
51477ISYNA1P1T-EHumanEsophagusESCC1.31e-064.22e-010.0875
51477ISYNA1P2T-EHumanEsophagusESCC6.42e-821.41e+000.1177
51477ISYNA1P4T-EHumanEsophagusESCC1.11e-461.02e+000.1323
51477ISYNA1P5T-EHumanEsophagusESCC4.32e-359.25e-010.1327
51477ISYNA1P8T-EHumanEsophagusESCC3.86e-591.29e+000.0889
51477ISYNA1P9T-EHumanEsophagusESCC1.27e-194.69e-010.1131
51477ISYNA1P10T-EHumanEsophagusESCC7.74e-418.94e-010.116
51477ISYNA1P11T-EHumanEsophagusESCC2.09e-289.68e-010.1426
51477ISYNA1P12T-EHumanEsophagusESCC4.20e-681.36e+000.1122
51477ISYNA1P15T-EHumanEsophagusESCC1.63e-398.26e-010.1149
51477ISYNA1P16T-EHumanEsophagusESCC1.43e-538.81e-010.1153
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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
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:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00442626EsophagusESCCcellular carbohydrate metabolic process160/8552283/187231.43e-049.66e-04160
GO:00160514EsophagusESCCcarbohydrate biosynthetic process117/8552202/187232.96e-041.79e-03117
GO:00461653EsophagusESCCalcohol biosynthetic process83/8552140/187238.04e-044.16e-0383
GO:19016174EsophagusESCCorganic hydroxy compound biosynthetic process128/8552237/187235.86e-032.16e-02128
GO:00346372EsophagusESCCcellular carbohydrate biosynthetic process46/855278/187231.24e-024.13e-0246
GO:000606612LiverCirrhoticalcohol metabolic process141/4634353/187231.57e-108.03e-09141
GO:0046165LiverCirrhoticalcohol biosynthetic process55/4634140/187239.74e-051.03e-0355
GO:004426211LiverCirrhoticcellular carbohydrate metabolic process97/4634283/187231.89e-041.76e-0397
GO:00160511LiverCirrhoticcarbohydrate biosynthetic process73/4634202/187231.91e-041.77e-0373
GO:19016171LiverCirrhoticorganic hydroxy compound biosynthetic process81/4634237/187236.73e-045.06e-0381
GO:000606621LiverHCCalcohol metabolic process208/7958353/187232.80e-109.50e-09208
GO:00086542LiverHCCphospholipid biosynthetic process150/7958253/187234.77e-081.03e-06150
GO:00066444LiverHCCphospholipid metabolic process214/7958383/187237.25e-081.48e-06214
GO:004426221LiverHCCcellular carbohydrate metabolic process153/7958283/187235.27e-055.00e-04153
GO:00160512LiverHCCcarbohydrate biosynthetic process113/7958202/187237.64e-056.83e-04113
GO:19016172LiverHCCorganic hydroxy compound biosynthetic process129/7958237/187231.32e-041.08e-03129
GO:00461651LiverHCCalcohol biosynthetic process81/7958140/187231.73e-041.36e-0381
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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
ISYNA1SNVMissense_Mutationc.1249N>Cp.Cys417Argp.C417RQ9NPH2protein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A1AL-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyanastrozoleSD
ISYNA1SNVMissense_Mutationnovelc.1415N>Ap.Gly472Aspp.G472DQ9NPH2protein_codingdeleterious(0.02)benign(0.35)TCGA-BH-A0HI-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ISYNA1SNVMissense_Mutationc.1493N>Ap.Pro498Glnp.P498QQ9NPH2protein_codingdeleterious(0.01)probably_damaging(0.957)TCGA-E2-A1IL-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ISYNA1SNVMissense_Mutationc.1490N>Tp.Pro497Leup.P497LQ9NPH2protein_codingdeleterious(0)possibly_damaging(0.75)TCGA-E9-A1RF-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
ISYNA1SNVMissense_Mutationrs772915404c.1433N>Tp.Ala478Valp.A478VQ9NPH2protein_codingdeleterious(0.01)probably_damaging(0.924)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ISYNA1SNVMissense_Mutationrs751639570c.400G>Ap.Asp134Asnp.D134NQ9NPH2protein_codingtolerated(0.07)benign(0.209)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ISYNA1SNVMissense_Mutationnovelc.829N>Gp.Asn277Aspp.N277DQ9NPH2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ISYNA1SNVMissense_Mutationc.1387C>Ap.Leu463Ilep.L463IQ9NPH2protein_codingdeleterious(0.03)probably_damaging(0.967)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ISYNA1SNVMissense_Mutationc.370N>Gp.Ser124Glyp.S124GQ9NPH2protein_codingtolerated(0.06)benign(0.005)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ISYNA1SNVMissense_Mutationc.962N>Ap.Gly321Aspp.G321DQ9NPH2protein_codingtolerated(0.22)possibly_damaging(0.673)TCGA-G4-6628-01Colorectumcolon 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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