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Hammoud M, Rodrigues AMS, Assiri I, Sabir E, Lafhal K, Najeh S, Jakani M, Imad N, Bourrahouat A, Ait Sab I, Elqadiry R, Nassih H, Outzourit A, Elamiri M, Maoulainine F, Slitine Elidrissi N, Bennaoui F, Bourous M, Mrhar S, Essaadouni L, Stien D, Rada N, Bouskraoui M, Houël E, Fdil N. Sphingolipidoses in Morocco: Chemical profiling for an affordable and rapid diagnosis strategy. Prostaglandins Other Lipid Mediat 2023; 168:106751. [PMID: 37295489 DOI: 10.1016/j.prostaglandins.2023.106751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 05/28/2023] [Accepted: 06/03/2023] [Indexed: 06/12/2023]
Abstract
Sphingolipidoses are a group of metabolic diseases in which lysosomal hydrolases dysfunction disrupt normal sphingolipids' metabolism, leading to excess accumulation in cellular compartments and excretion in urine. These pathologies represent a significant burden among Moroccan population, for which an easy access to enzymatic assays and genetic tests is not guaranteed. Parallel analytical methods thus have to be developed for preliminary screening. In this study, 107 patients were addressed to the metabolic platform of the Marrakesh Faculty of Medicine for diagnosis confirmation. Thin-Layer Chromatography was used as a first step to perform chemical profiling of the patients' urinary lipids, allowing 36% of the patients to be efficiently oriented towards the adequate enzymatic assay. UPLC-MS/MS analyses of urinary sulfatides excreted in urines patient had been used to control the reliability of TLC analysis and to obtain more accurate information related to the sulfatides isoforms. This analytical process combining TLC with UPLC-MS/MS has enabled rapid and appropriate patient management in a reduced time and with reduced resources.
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Affiliation(s)
- M Hammoud
- Metabolic platform, Biochemistry Laboratory, Team for Childhood, Health and Development, Faculty of Medicine, Cadi Ayyad University, B.P. 7010, Marrakesh, Morocco; Moroccan Association for Inherited Metabolic Diseases, Morocco
| | - A M S Rodrigues
- Sorbonne Université, CNRS, Laboratoire de Biodiversité et Biotechnologies Microbiennes, USR3579, LBBM, Observatoire Océanologique, Banyuls-sur-Mer 66650, France
| | - I Assiri
- Metabolic platform, Biochemistry Laboratory, Team for Childhood, Health and Development, Faculty of Medicine, Cadi Ayyad University, B.P. 7010, Marrakesh, Morocco; Moroccan Association for Inherited Metabolic Diseases, Morocco
| | - Es Sabir
- Metabolic platform, Biochemistry Laboratory, Team for Childhood, Health and Development, Faculty of Medicine, Cadi Ayyad University, B.P. 7010, Marrakesh, Morocco; Moroccan Association for Inherited Metabolic Diseases, Morocco
| | - K Lafhal
- Metabolic platform, Biochemistry Laboratory, Team for Childhood, Health and Development, Faculty of Medicine, Cadi Ayyad University, B.P. 7010, Marrakesh, Morocco; Moroccan Association for Inherited Metabolic Diseases, Morocco
| | - S Najeh
- Metabolic platform, Biochemistry Laboratory, Team for Childhood, Health and Development, Faculty of Medicine, Cadi Ayyad University, B.P. 7010, Marrakesh, Morocco; Moroccan Association for Inherited Metabolic Diseases, Morocco
| | - M Jakani
- Metabolic platform, Biochemistry Laboratory, Team for Childhood, Health and Development, Faculty of Medicine, Cadi Ayyad University, B.P. 7010, Marrakesh, Morocco; Moroccan Association for Inherited Metabolic Diseases, Morocco
| | - N Imad
- Paediatrics' Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - A Bourrahouat
- Paediatrics' Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - I Ait Sab
- Paediatrics' Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - R Elqadiry
- Paediatrics' Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - H Nassih
- Paediatrics' Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - A Outzourit
- Internal Medicine Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - M Elamiri
- Metabolic platform, Biochemistry Laboratory, Team for Childhood, Health and Development, Faculty of Medicine, Cadi Ayyad University, B.P. 7010, Marrakesh, Morocco
| | - F Maoulainine
- Paediatrics' Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - N Slitine Elidrissi
- Paediatrics' Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - F Bennaoui
- Paediatrics' Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - M Bourous
- Paediatrics' Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - S Mrhar
- Paediatrics' Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - L Essaadouni
- Internal Medicine Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - D Stien
- Sorbonne Université, CNRS, Laboratoire de Biodiversité et Biotechnologies Microbiennes, USR3579, LBBM, Observatoire Océanologique, Banyuls-sur-Mer 66650, France
| | - N Rada
- Paediatrics' Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - M Bouskraoui
- Paediatrics' Department, Mohammed VI Hospital University, Marrakesh, Morocco
| | - E Houël
- Sorbonne Université, CNRS, Laboratoire de Biodiversité et Biotechnologies Microbiennes, USR3579, LBBM, Observatoire Océanologique, Banyuls-sur-Mer 66650, France.
| | - N Fdil
- Metabolic platform, Biochemistry Laboratory, Team for Childhood, Health and Development, Faculty of Medicine, Cadi Ayyad University, B.P. 7010, Marrakesh, Morocco; Moroccan Association for Inherited Metabolic Diseases, Morocco.
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Najeh S, Zandi K, Kharma N, Perreault J. Computational design and experimental verification of pseudoknotted ribozymes. RNA 2023; 29:764-776. [PMID: 36868786 PMCID: PMC10187678 DOI: 10.1261/rna.079148.122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 05/27/2022] [Indexed: 05/18/2023]
Abstract
The design of new RNA sequences that retain the function of a model RNA structure is a challenge in bioinformatics because of the structural complexity of these molecules. RNA can fold into its secondary and tertiary structures by forming stem-loops and pseudoknots. A pseudoknot is a set of base pairs between a region within a stem-loop and nucleotides outside of this stem-loop; this motif is very important for numerous functional structures. It is important for any computational design algorithm to take into account these interactions to give a reliable result for any structures that include pseudoknots. In our study, we experimentally validated synthetic ribozymes designed by Enzymer, which implements algorithms allowing for the design of pseudoknots. Enzymer is a program that uses an inverse folding approach to design pseudoknotted RNAs; we used it in this study to design two types of ribozymes. The ribozymes tested were the hammerhead and the glmS, which have a self-cleaving activity that allows them to liberate the new RNA genome copy during rolling-circle replication or to control the expression of the downstream genes, respectively. We demonstrated the efficiency of Enzymer by showing that the pseudoknotted hammerhead and glmS ribozymes sequences it designed were extensively modified compared to wild-type sequences and were still active.
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Affiliation(s)
- Sabrine Najeh
- INRS - Institut Armand-Frappier, Laval, QC H7V 1B7, Canada
| | - Kasra Zandi
- Software Engineering and Computer Science Department, Concordia University, Montreal, Quebec H3G 1M8, Canada
| | - Nawwaf Kharma
- Electrical and Computer Engineering Department, Concordia University, Montreal, Quebec H3G 1M8, Canada
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Abstract
Pseudoknots are important motifs for stabilizing the structure of functional RNAs. As an example, pseudoknotted hammerhead ribozymes are highly active compared to minimal ribozymes. The design of new RNA sequences that retain the function of a model RNA structure includes taking in account pseudoknots presence in the structure, which is usually a challenge for bioinformatics tools. Our method includes using "Enzymer," a software for designing RNA sequences with desired secondary structures that may include pseudoknots. Enzymer implements an efficient stochastic search and optimization algorithm to sample RNA sequences from low ensemble defect mutational landscape of an initial design template to generate an RNA sequence that is predicted to fold into the desired target structure.
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Affiliation(s)
- Sabrine Najeh
- Centre Armand-Frappier Santé Biotechnologie, Institut National de la Recherche Scientifique (INRS), Laval, QC, Canada
| | - Kasra Zandi
- Software Engineering and Computer Science Department, Concordia University, Montreal, QC, Canada
| | - Samia Djerroud
- Centre Armand-Frappier Santé Biotechnologie, Institut National de la Recherche Scientifique (INRS), Laval, QC, Canada
| | - Nawwaf Kharma
- Electrical and Computer Engineering Department, Concordia University, Montreal, QC, Canada.
| | - Jonathan Perreault
- Centre Armand-Frappier Santé Biotechnologie, Institut National de la Recherche Scientifique (INRS), Laval, QC, Canada.
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Kharma N, Varin L, Abu-Baker A, Ouellet J, Najeh S, Ehdaeivand MR, Belmonte G, Ambri A, Rouleau G, Perreault J. Automated design of hammerhead ribozymes and validation by targeting the PABPN1 gene transcript. Nucleic Acids Res 2015; 44:e39. [PMID: 26527730 PMCID: PMC4770207 DOI: 10.1093/nar/gkv1111] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Accepted: 10/12/2015] [Indexed: 12/23/2022] Open
Abstract
We present a new publicly accessible web-service, RiboSoft, which implements a comprehensive hammerhead ribozyme design procedure. It accepts as input a target sequence (and some design parameters) then generates a set of ranked hammerhead ribozymes, which target the input sequence. This paper describes the implemented procedure, which takes into consideration multiple objectives leading to a multi-objective ranking of the computer-generated ribozymes. Many ribozymes were assayed and validated, including four ribozymes targeting the transcript of a disease-causing gene (a mutant version of PABPN1). These four ribozymes were successfully tested in vitro and in vivo, for their ability to cleave the targeted transcript. The wet-lab positive results of the test are presented here demonstrating the real-world potential of both hammerhead ribozymes and RiboSoft. RiboSoft is freely available at the website http://ribosoft.fungalgenomics.ca/ribosoft/.
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Affiliation(s)
- Nawwaf Kharma
- Electrical & Computer Eng. Dept., Concordia University, 1455 boul. de Maisonneuve O., Montreal, QC, H3G 1M8, Canada
| | - Luc Varin
- Biology Department, Concordia University, 7141 rue Sherbrooke O., Montreal, QC, H4B 1R6, Canada
| | - Aida Abu-Baker
- Montreal Neurological Hospital and Institute, 3801 University Street, Montreal, QC, H3A 2B4, Canada
| | - Jonathan Ouellet
- INRS - Institut Armand-Frappier, 531 boulevard des Prairies, Laval, QC, H7V 1B7, Canada
| | - Sabrine Najeh
- INRS - Institut Armand-Frappier, 531 boulevard des Prairies, Laval, QC, H7V 1B7, Canada
| | | | - Gabriel Belmonte
- Electrical & Computer Eng. Dept., Concordia University, 1455 boul. de Maisonneuve O., Montreal, QC, H3G 1M8, Canada
| | - Anas Ambri
- Electrical & Computer Eng. Dept., Concordia University, 1455 boul. de Maisonneuve O., Montreal, QC, H3G 1M8, Canada
| | - Guy Rouleau
- Montreal Neurological Hospital and Institute, 3801 University Street, Montreal, QC, H3A 2B4, Canada
| | - Jonathan Perreault
- INRS - Institut Armand-Frappier, 531 boulevard des Prairies, Laval, QC, H7V 1B7, Canada
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