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: AASDHPPT

Gene summary for AASDHPPT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AASDHPPT

Gene ID

60496

Gene nameaminoadipate-semialdehyde dehydrogenase-phosphopantetheinyl transferase
Gene AliasAASD-PPT
Cytomap11q22.3
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q9NRN7


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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
60496AASDHPPTLZE2THumanEsophagusESCC2.94e-023.79e-010.082
60496AASDHPPTLZE4THumanEsophagusESCC2.48e-236.08e-010.0811
60496AASDHPPTLZE7THumanEsophagusESCC3.44e-062.31e-010.0667
60496AASDHPPTLZE8THumanEsophagusESCC1.26e-113.65e-010.067
60496AASDHPPTLZE20THumanEsophagusESCC3.53e-071.94e-010.0662
60496AASDHPPTLZE22D1HumanEsophagusHGIN4.81e-134.91e-010.0595
60496AASDHPPTLZE22THumanEsophagusESCC2.57e-171.63e+000.068
60496AASDHPPTLZE24THumanEsophagusESCC1.48e-317.24e-010.0596
60496AASDHPPTLZE6THumanEsophagusESCC7.75e-145.28e-010.0845
60496AASDHPPTP1T-EHumanEsophagusESCC7.62e-031.72e-010.0875
60496AASDHPPTP2T-EHumanEsophagusESCC2.61e-326.15e-010.1177
60496AASDHPPTP4T-EHumanEsophagusESCC2.16e-651.38e+000.1323
60496AASDHPPTP5T-EHumanEsophagusESCC1.75e-531.06e+000.1327
60496AASDHPPTP8T-EHumanEsophagusESCC7.54e-212.63e-010.0889
60496AASDHPPTP9T-EHumanEsophagusESCC6.26e-225.49e-010.1131
60496AASDHPPTP10T-EHumanEsophagusESCC1.35e-406.83e-010.116
60496AASDHPPTP11T-EHumanEsophagusESCC2.02e-319.64e-010.1426
60496AASDHPPTP12T-EHumanEsophagusESCC1.73e-509.92e-010.1122
60496AASDHPPTP15T-EHumanEsophagusESCC4.03e-223.75e-010.1149
60496AASDHPPTP16T-EHumanEsophagusESCC2.32e-518.77e-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
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:00065757EsophagusESCCcellular modified amino acid metabolic process112/8552188/187238.31e-056.06e-04112
GO:00086525EsophagusESCCcellular amino acid biosynthetic process51/855276/187231.30e-048.88e-0451
GO:00067671EsophagusESCCwater-soluble vitamin metabolic process41/855259/187231.84e-041.17e-0341
GO:00463948EsophagusESCCcarboxylic acid biosynthetic process175/8552314/187231.98e-041.26e-03175
GO:00067661EsophagusESCCvitamin metabolic process67/8552106/187232.03e-041.28e-0367
GO:00160538EsophagusESCCorganic acid biosynthetic process175/8552316/187233.04e-041.82e-03175
GO:19016075EsophagusESCCalpha-amino acid biosynthetic process45/855268/187235.13e-042.84e-0345
GO:00090674EsophagusESCCaspartate family amino acid biosynthetic process17/855221/187231.03e-035.19e-0317
GO:001605312LiverCirrhoticorganic acid biosynthetic process139/4634316/187234.28e-143.83e-12139
GO:004639412LiverCirrhoticcarboxylic acid biosynthetic process137/4634314/187231.40e-131.14e-11137
GO:19016051LiverCirrhoticalpha-amino acid metabolic process82/4634195/187237.72e-082.30e-0682
GO:000652011LiverCirrhoticcellular amino acid metabolic process103/4634284/187238.88e-061.30e-04103
GO:00086521LiverCirrhoticcellular amino acid biosynthetic process36/463476/187231.55e-052.11e-0436
GO:19016071LiverCirrhoticalpha-amino acid biosynthetic process33/463468/187231.84e-052.49e-0433
GO:000657511LiverCirrhoticcellular modified amino acid metabolic process70/4634188/187239.04e-059.69e-0470
GO:00090661LiverCirrhoticaspartate family amino acid metabolic process21/463449/187234.13e-032.21e-0221
GO:00090671LiverCirrhoticaspartate family amino acid biosynthetic process11/463421/187235.89e-032.95e-0211
GO:001605321LiverHCCorganic acid biosynthetic process200/7958316/187235.24e-143.22e-12200
GO:004639421LiverHCCcarboxylic acid biosynthetic process198/7958314/187231.19e-136.78e-12198
GO:00086522LiverHCCcellular amino acid biosynthetic process58/795876/187231.98e-095.63e-0858
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00770LiverCirrhoticPantothenate and CoA biosynthesis13/253021/84652.32e-039.90e-036.10e-0313
hsa007701LiverCirrhoticPantothenate and CoA biosynthesis13/253021/84652.32e-039.90e-036.10e-0313
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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
AASDHPPTSNVMissense_Mutationc.27N>Gp.Cys9Trpp.C9WQ9NRN7protein_codingdeleterious_low_confidence(0.01)benign(0)TCGA-AR-A1AQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
AASDHPPTSNVMissense_Mutationc.604N>Gp.Leu202Valp.L202VQ9NRN7protein_codingtolerated(1)benign(0)TCGA-BH-A0B0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
AASDHPPTSNVMissense_Mutationnovelc.94G>Ap.Glu32Lysp.E32KQ9NRN7protein_codingdeleterious(0.01)benign(0.328)TCGA-C8-A3M7-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
AASDHPPTSNVMissense_Mutationc.622N>Cp.Asp208Hisp.D208HQ9NRN7protein_codingdeleterious(0.04)benign(0.005)TCGA-E9-A22E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
AASDHPPTdeletionFrame_Shift_Delnovelc.208delNp.Leu70Terp.L70*Q9NRN7protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
AASDHPPTdeletionFrame_Shift_Delnovelc.11_23delNNNNNNNNNNNNNp.Lys6TrpfsTer56p.K6Wfs*56Q9NRN7protein_codingTCGA-E9-A5FL-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AASDHPPTSNVMissense_Mutationrs761620246c.911N>Ap.Arg304Glnp.R304QQ9NRN7protein_codingdeleterious_low_confidence(0.03)possibly_damaging(0.676)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
AASDHPPTSNVMissense_Mutationnovelc.94N>Ap.Glu32Lysp.E32KQ9NRN7protein_codingdeleterious(0.01)benign(0.328)TCGA-VS-A9UZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
AASDHPPTSNVMissense_Mutationc.412C>Tp.Arg138Cysp.R138CQ9NRN7protein_codingtolerated(0.05)possibly_damaging(0.85)TCGA-AA-3680-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicPD
AASDHPPTSNVMissense_Mutationc.878N>Tp.Asp293Valp.D293VQ9NRN7protein_codingdeleterious(0.04)benign(0.067)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=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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