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Improvement of the performance of anticancer peptides using a drug repositioning pipeline

Mohammadi, Elyas (författare)
KTH,Skolan för kemi, bioteknologi och hälsa (CBH),Department of Animal Science, Ferdowsi University of Mashhad, Mashhad, Iran;3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Tahmoorespur, Mojtaba (författare)
Department of Animal Science, Ferdowsi University of Mashhad, Mashhad, Iran
Benfeitas, Rui (författare)
Stockholms universitet,Science for Life Laboratory (SciLifeLab),Institutionen för biokemi och biofysik,National Bioinformatics Infrastructure Sweden (NBIS), Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Stockholm, Sweden
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Altay, Özlem (författare)
KTH,Skolan för kemi, bioteknologi och hälsa (CBH),Science for Life Laboratory, SciLifeLab
Javadmanesh, Ali (författare)
Department of Animal Science, Ferdowsi University of Mashhad, Mashhad, Iran
Lam, Simon (författare)
Centre for Host–Microbiome Interactions, Faculty of Dentistry, Oral and Craniofacial Sciences, King's College London, London, United Kingdom
Mardinoglu, Adil (författare)
KTH,Science for Life Laboratory, SciLifeLab,Systembiologi,Centre for Host–Microbiome Interactions, Faculty of Dentistry, Oral and Craniofacial Sciences, King's College London, London, United Kingdom
Sekhavati, Mohammad Hadi (författare)
Department of Animal Science, Ferdowsi University of Mashhad, Mashhad, Iran
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 (creator_code:org_t)
2021-11-14
2022
Engelska.
Ingår i: Biotechnology Journal. - : Wiley. - 1860-6768 .- 1860-7314. ; 17:1, s. 2100417-
  • Tidskriftsartikel (refereegranskat)
Abstract Ämnesord
Stäng  
  • The use of anticancer peptides (ACPs) as an alternative/complementary strategy to conventional chemotherapy treatments has been shown to decrease drug resistance and/or severe side effects. However, the efficacy of the positively-charged ACP is inhibited by elevated levels of negatively-charged cell-surface components which trap the peptides and prevent their contact with the cell membrane. Consequently, this decreases ACP-mediated membrane pore formation and cell lysis. Negatively-charged heparan sulphate (HS) and chondroitin sulphate (CS) have been shown to inhibit the cytotoxic effect of ACPs. In this study, we propose a strategy to promote the broad utilization of ACPs. In this context, we developed a drug repositioning pipeline to analyse transcriptomics data generated for four different cancer cell lines (A549, HEPG2, HT29, and MCF7) treated with hundreds of drugs in the LINCS L1000 project. Based on previous studies identifying genes modulating levels of the glycosaminoglycans (GAGs) HS and CS at the cell surface, our analysis aimed at identifying drugs inhibiting genes correlated with high HS and CS levels. As a result, we identified six chemicals as likely repositionable drugs with the potential to enhance the performance of ACPs. The codes in R and Python programming languages are publicly available in https://github.com/ElyasMo/ACPs_HS_HSPGs_CS. As a conclusion, these six drugs are highlighted as excellent targets for synergistic studies with ACPs aimed at lowering the costs associated with ACP-treatment.

Ämnesord

NATURVETENSKAP  -- Biologi (hsv//swe)
NATURAL SCIENCES  -- Biological Sciences (hsv//eng)
MEDICIN OCH HÄLSOVETENSKAP  -- Medicinska och farmaceutiska grundvetenskaper -- Cell- och molekylärbiologi (hsv//swe)
MEDICAL AND HEALTH SCIENCES  -- Basic Medicine -- Cell and Molecular Biology (hsv//eng)
MEDICIN OCH HÄLSOVETENSKAP  -- Klinisk medicin -- Cancer och onkologi (hsv//swe)
MEDICAL AND HEALTH SCIENCES  -- Clinical Medicine -- Cancer and Oncology (hsv//eng)

Nyckelord

Cell culture
Cell membranes
Chemotherapy
Drug interactions
Genes
Peptides
Pipelines
Sulfur compounds
Cell surfaces
Chemotherapy treatment
Chondroitinsulfate
Drug repositioning
Drug-resistance
Heparan sulphate
LINCS l1000
Negatively charged
Performance
Therapeutic peptides
Diseases
antineoplastic agent
chondroitin 4 sulfate
chondroitin sulfate
glycosaminoglycan
heparan sulfate
proteoheparan sulfate
peptide
A-549 cell line
antineoplastic activity
Article
breast adenocarcinoma
colorectal adenocarcinoma
controlled study
gene expression
gene expression profiling
gene interaction
gene ontology
gene regulatory network
Hep-G2 cell line
HT-29 cell line
human
human cell
liver cell carcinoma
MCF-7 cell line
non small cell lung cancer
transcriptomics
neoplasm
Antineoplastic Agents
Glycosaminoglycans
Humans
Neoplasms

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