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: ADD1

Gene summary for ADD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADD1

Gene ID

118

Gene nameadducin 1
Gene AliasADDA
Cytomap4p16.3
Gene Typeprotein-coding
GO ID

GO:0001885

UniProtAcc

P35611


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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
118ADD1HTA11_347_2000001011HumanColorectumAD2.71e-095.86e-01-0.1954
118ADD1F007HumanColorectumFAP4.15e-02-2.05e-010.1176
118ADD1A002-C-010HumanColorectumFAP4.68e-03-2.74e-010.242
118ADD1A001-C-207HumanColorectumFAP8.23e-06-2.35e-010.1278
118ADD1A015-C-203HumanColorectumFAP2.34e-25-2.89e-01-0.1294
118ADD1A015-C-204HumanColorectumFAP3.04e-07-2.69e-01-0.0228
118ADD1A014-C-040HumanColorectumFAP3.71e-05-3.68e-01-0.1184
118ADD1A002-C-201HumanColorectumFAP2.71e-16-3.11e-010.0324
118ADD1A001-C-119HumanColorectumFAP2.81e-05-2.00e-01-0.1557
118ADD1A001-C-108HumanColorectumFAP2.43e-10-1.66e-01-0.0272
118ADD1A002-C-205HumanColorectumFAP6.83e-23-3.47e-01-0.1236
118ADD1A015-C-005HumanColorectumFAP9.15e-05-2.01e-01-0.0336
118ADD1A015-C-006HumanColorectumFAP6.32e-16-3.41e-01-0.0994
118ADD1A015-C-106HumanColorectumFAP1.65e-10-2.09e-01-0.0511
118ADD1A002-C-114HumanColorectumFAP3.36e-20-2.94e-01-0.1561
118ADD1A015-C-104HumanColorectumFAP3.16e-23-2.97e-01-0.1899
118ADD1A001-C-014HumanColorectumFAP4.14e-11-2.12e-010.0135
118ADD1A002-C-016HumanColorectumFAP3.77e-18-2.55e-010.0521
118ADD1A015-C-002HumanColorectumFAP2.69e-15-5.14e-01-0.0763
118ADD1A001-C-203HumanColorectumFAP2.89e-09-1.27e-01-0.0481
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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
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:00436242LiverHCCcellular protein complex disassembly71/7958136/187231.39e-024.95e-0271
GO:002241119Oral cavityOSCCcellular component disassembly283/7305443/187239.57e-273.37e-24283
GO:004325420Oral cavityOSCCregulation of protein-containing complex assembly255/7305428/187232.94e-183.15e-16255
GO:005109820Oral cavityOSCCregulation of binding212/7305363/187233.88e-142.15e-12212
GO:003298410Oral cavityOSCCprotein-containing complex disassembly136/7305224/187233.42e-111.13e-09136
GO:004339318Oral cavityOSCCregulation of protein binding121/7305196/187238.92e-112.73e-09121
GO:190290320Oral cavityOSCCregulation of supramolecular fiber organization211/7305383/187239.45e-112.88e-09211
GO:005125820Oral cavityOSCCprotein polymerization169/7305297/187232.57e-107.17e-09169
GO:001063918Oral cavityOSCCnegative regulation of organelle organization190/7305348/187232.12e-094.97e-08190
GO:005109920Oral cavityOSCCpositive regulation of binding105/7305173/187235.88e-091.26e-07105
GO:003227120Oral cavityOSCCregulation of protein polymerization134/7305233/187237.20e-091.51e-07134
GO:000701520Oral cavityOSCCactin filament organization230/7305442/187231.37e-082.77e-07230
GO:003297020Oral cavityOSCCregulation of actin filament-based process209/7305397/187231.89e-083.72e-07209
GO:003253519Oral cavityOSCCregulation of cellular component size201/7305383/187234.80e-088.88e-07201
GO:003295620Oral cavityOSCCregulation of actin cytoskeleton organization189/7305358/187236.81e-081.21e-06189
GO:011005320Oral cavityOSCCregulation of actin filament organization150/7305278/187232.68e-074.15e-06150
GO:00107209Oral cavityOSCCpositive regulation of cell development159/7305298/187233.06e-074.66e-06159
GO:000806417Oral cavityOSCCregulation of actin polymerization or depolymerization104/7305188/187233.99e-064.66e-05104
GO:003209210Oral cavityOSCCpositive regulation of protein binding54/730585/187234.05e-064.71e-0554
GO:001003820Oral cavityOSCCresponse to metal ion188/7305373/187234.34e-065.00e-05188
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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
ADD1SNVMissense_Mutationc.1276N>Ap.Asp426Asnp.D426NP35611protein_codingdeleterious(0)possibly_damaging(0.452)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
ADD1SNVMissense_Mutationrs370911124c.76N>Ap.Asp26Asnp.D26NP35611protein_codingdeleterious(0)possibly_damaging(0.761)TCGA-AR-A0TQ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
ADD1SNVMissense_Mutationnovelc.1901N>Cp.Asp634Alap.D634AP35611protein_codingtolerated(0.2)benign(0.075)TCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
ADD1SNVMissense_Mutationrs760404515c.1924N>Tp.Pro642Serp.P642SP35611protein_codingtolerated(0.1)probably_damaging(0.999)TCGA-BH-A0HU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
ADD1SNVMissense_Mutationnovelc.2224N>Tp.Pro742Serp.P742SP35611protein_codingdeleterious_low_confidence(0)probably_damaging(0.998)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
ADD1insertionIn_Frame_Insnovelc.1902_1903insAGGGAGGAGGAATCTAGAGAGGCAGTCTGGCTAp.Asp634_Gln635insArgGluGluGluSerArgGluAlaValTrpLeup.D634_Q635insREEESREAVWLP35611protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
ADD1insertionNonsense_Mutationnovelc.1925_1926insTTAAACTTCTGAAATAAAGACAGAGAp.Pro643Terp.P643*P35611protein_codingTCGA-BH-A0HU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
ADD1deletionFrame_Shift_Delnovelc.533delNp.Glu178AspfsTer15p.E178Dfs*15P35611protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ADD1SNVMissense_Mutationnovelc.1145G>Ap.Arg382Glnp.R382QP35611protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADD1SNVMissense_Mutationc.85N>Cp.Asp29Hisp.D29HP35611protein_codingdeleterious(0)probably_damaging(0.987)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<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
118ADD1KINASEbumetanideBUMETANIDE20877298
118ADD1KINASEhydrochlorothiazideHYDROCHLOROTHIAZIDE19057513,14553962,18591455,11882573,9149697,12623934,10523341
118ADD1KINASEfurosemideFUROSEMIDE20877298,21692745
118ADD1KINASEtorasemideTORSEMIDE20877298
118ADD1KINASEspironolactoneSPIRONOLACTONE21692745
118ADD1KINASEdiuretics17189961,11926892
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