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: ACSS1

Gene summary for ACSS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACSS1

Gene ID

84532

Gene nameacyl-CoA synthetase short chain family member 1
Gene AliasACAS2L
Cytomap20p11.21
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

Q9NUB1


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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
84532ACSS1HTA11_1938_2000001011HumanColorectumAD1.88e-034.36e-01-0.0811
84532ACSS1HTA11_78_2000001011HumanColorectumAD3.08e-033.59e-01-0.1088
84532ACSS1HTA11_696_2000001011HumanColorectumAD2.21e-063.78e-01-0.1464
84532ACSS1HTA11_1391_2000001011HumanColorectumAD8.58e-126.36e-01-0.059
84532ACSS1HTA11_866_3004761011HumanColorectumAD3.59e-023.08e-010.096
84532ACSS1HTA11_7696_3000711011HumanColorectumAD3.83e-094.50e-010.0674
84532ACSS1HTA11_99999965104_69814HumanColorectumMSS1.17e-157.74e-010.281
84532ACSS1HTA11_99999971662_82457HumanColorectumMSS3.98e-074.83e-010.3859
84532ACSS1HTA11_99999974143_84620HumanColorectumMSS1.55e-236.76e-010.3005
84532ACSS1LZE2THumanEsophagusESCC2.67e-075.54e-010.082
84532ACSS1LZE24THumanEsophagusESCC1.25e-131.92e-010.0596
84532ACSS1LZE21THumanEsophagusESCC2.34e-021.04e-010.0655
84532ACSS1P1T-EHumanEsophagusESCC4.62e-021.11e-010.0875
84532ACSS1P2T-EHumanEsophagusESCC4.78e-315.10e-010.1177
84532ACSS1P4T-EHumanEsophagusESCC3.59e-152.13e-010.1323
84532ACSS1P5T-EHumanEsophagusESCC7.59e-062.27e-020.1327
84532ACSS1P8T-EHumanEsophagusESCC2.94e-051.08e-010.0889
84532ACSS1P9T-EHumanEsophagusESCC2.67e-072.30e-010.1131
84532ACSS1P10T-EHumanEsophagusESCC5.66e-591.02e+000.116
84532ACSS1P11T-EHumanEsophagusESCC1.73e-041.24e-010.1426
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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
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
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
∗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:001969319Oral cavityOSCCribose phosphate metabolic process199/7305396/187232.97e-063.64e-05199
GO:00060667Oral cavityOSCCalcohol metabolic process179/7305353/187234.54e-065.21e-05179
GO:000925919Oral cavityOSCCribonucleotide metabolic process189/7305385/187233.18e-052.87e-04189
GO:00442724Oral cavityOSCCsulfur compound biosynthetic process82/7305148/187233.71e-053.31e-0482
GO:00067905Oral cavityOSCCsulfur compound metabolic process168/7305339/187234.50e-053.84e-04168
GO:007252120Oral cavityOSCCpurine-containing compound metabolic process199/7305416/187231.34e-049.53e-04199
GO:000915020Oral cavityOSCCpurine ribonucleotide metabolic process178/7305368/187231.45e-041.02e-03178
GO:00160537Oral cavityOSCCorganic acid biosynthetic process155/7305316/187231.64e-041.13e-03155
GO:00463947Oral cavityOSCCcarboxylic acid biosynthetic process154/7305314/187231.73e-041.19e-03154
GO:00066317Oral cavityOSCCfatty acid metabolic process186/7305390/187232.65e-041.69e-03186
GO:000616320Oral cavityOSCCpurine nucleotide metabolic process188/7305396/187233.31e-042.04e-03188
GO:00338663Oral cavityOSCCnucleoside bisphosphate biosynthetic process36/730560/187237.94e-044.27e-0336
GO:00340303Oral cavityOSCCribonucleoside bisphosphate biosynthetic process36/730560/187237.94e-044.27e-0336
GO:00340333Oral cavityOSCCpurine nucleoside bisphosphate biosynthetic process36/730560/187237.94e-044.27e-0336
GO:19012938Oral cavityOSCCnucleoside phosphate biosynthetic process125/7305256/187238.32e-044.41e-03125
GO:00091658Oral cavityOSCCnucleotide biosynthetic process124/7305254/187238.79e-044.63e-03124
GO:004639017Oral cavityOSCCribose phosphate biosynthetic process95/7305190/187231.30e-036.46e-0395
GO:00353843Oral cavityOSCCthioester biosynthetic process28/730545/187231.36e-036.62e-0328
GO:00716163Oral cavityOSCCacyl-CoA biosynthetic process28/730545/187231.36e-036.62e-0328
GO:00338654Oral cavityOSCCnucleoside bisphosphate metabolic process66/7305128/187232.58e-031.13e-0266
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa01200ColorectumADCarbon metabolism55/2092115/84655.53e-088.42e-075.37e-0755
hsa00620ColorectumADPyruvate metabolism28/209247/84653.71e-075.41e-063.45e-0628
hsa00010ColorectumADGlycolysis / Gluconeogenesis34/209267/84653.63e-064.34e-052.77e-0534
hsa00640ColorectumADPropanoate metabolism18/209232/84651.33e-041.11e-037.08e-0418
hsa00630ColorectumADGlyoxylate and dicarboxylate metabolism14/209230/84657.25e-032.97e-021.89e-0214
hsa012001ColorectumADCarbon metabolism55/2092115/84655.53e-088.42e-075.37e-0755
hsa006201ColorectumADPyruvate metabolism28/209247/84653.71e-075.41e-063.45e-0628
hsa000101ColorectumADGlycolysis / Gluconeogenesis34/209267/84653.63e-064.34e-052.77e-0534
hsa006401ColorectumADPropanoate metabolism18/209232/84651.33e-041.11e-037.08e-0418
hsa006301ColorectumADGlyoxylate and dicarboxylate metabolism14/209230/84657.25e-032.97e-021.89e-0214
hsa006204ColorectumMSSPyruvate metabolism24/187547/84651.25e-051.35e-048.27e-0524
hsa012004ColorectumMSSCarbon metabolism43/1875115/84651.37e-041.17e-037.19e-0443
hsa000104ColorectumMSSGlycolysis / Gluconeogenesis28/187567/84652.36e-041.81e-031.11e-0328
hsa006404ColorectumMSSPropanoate metabolism15/187532/84651.68e-039.05e-035.55e-0315
hsa006205ColorectumMSSPyruvate metabolism24/187547/84651.25e-051.35e-048.27e-0524
hsa012005ColorectumMSSCarbon metabolism43/1875115/84651.37e-041.17e-037.19e-0443
hsa000105ColorectumMSSGlycolysis / Gluconeogenesis28/187567/84652.36e-041.81e-031.11e-0328
hsa006405ColorectumMSSPropanoate metabolism15/187532/84651.68e-039.05e-035.55e-0315
hsa0062023EsophagusESCCPyruvate metabolism32/420547/84658.11e-031.94e-029.94e-0332
hsa0062033EsophagusESCCPyruvate metabolism32/420547/84658.11e-031.94e-029.94e-0332
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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
ACSS1SNVMissense_Mutationc.1361C>Tp.Ala454Valp.A454VQ9NUB1protein_codingtolerated(0.07)possibly_damaging(0.72)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ACSS1SNVMissense_Mutationnovelc.1648N>Ap.Asp550Asnp.D550NQ9NUB1protein_codingdeleterious(0)probably_damaging(0.957)TCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
ACSS1insertionIn_Frame_Insnovelc.1646_1647insTATTTACTTAAATGCTCTCTTTAAATTGACGCATTGCAAp.Met549delinsIleIleTyrLeuAsnAlaLeuPheLysLeuThrHisCysLysp.M549delinsIIYLNALFKLTHCKQ9NUB1protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
ACSS1SNVMissense_Mutationnovelc.1363N>Gp.Pro455Alap.P455AQ9NUB1protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACSS1SNVMissense_Mutationrs375554533c.1406C>Tp.Ala469Valp.A469VQ9NUB1protein_codingdeleterious(0.01)probably_damaging(0.914)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ACSS1SNVMissense_Mutationc.1226N>Gp.Ser409Cysp.S409CQ9NUB1protein_codingdeleterious(0)probably_damaging(0.997)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACSS1SNVMissense_Mutationrs778094981c.136N>Tp.Pro46Serp.P46SQ9NUB1protein_codingtolerated(0.08)benign(0)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACSS1SNVMissense_Mutationnovelc.1265N>Ap.Cys422Tyrp.C422YQ9NUB1protein_codingtolerated(0.13)benign(0)TCGA-VS-A8EJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ACSS1SNVMissense_Mutationnovelc.1915N>Tp.Arg639Trpp.R639WQ9NUB1protein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A9UB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACSS1SNVMissense_Mutationrs371113008c.1936N>Tp.Arg646Trpp.R646WQ9NUB1protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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