1
|
Bekaert B, Janssen P, Fathollahi S, Vanderroost D, Roelofs T, Dickhoff B, Vervaet C, Vanhoorne V. Batch vs. continuous direct compression - a comparison of material processability and final tablet quality. Int J Pharm X 2024; 7:100226. [PMID: 38235316 PMCID: PMC10792456 DOI: 10.1016/j.ijpx.2023.100226] [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] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 12/06/2023] [Accepted: 12/18/2023] [Indexed: 01/19/2024] Open
Abstract
In this study, an in-depth comparison was made between batch and continuous direct compression using similar compression set-ups. The overall material processability and final tablet quality were compared and evaluated. Correlations between material properties, process parameters and final tablet properties were made via multivariate data analyses. In total, 10 low-dosed (1% w/w) and 10 high-dosed (40% w/w) formulations were processed, using a total of 10 different fillers/filler combinations. The trials indicated that the impact of filler type, drug load or process settings was similar for batch and continuous direct compression. The main differentiator between batch and continuous was the flow dynamics in the operating system, where properties related to flow, compressibility and permeability played a crucial role. The less consistent flow throughout a batch process resulted in a significantly higher variability within the tablet press (σCF) and for the tablet quality responses (σMass, σTS). However, the better controlled blending procedure prior to batch processing was reflected in a more consistent API concentration variability. Overall, the comparison showed the benefits of selecting appropriate excipients and process settings to achieve a specific outcome, keeping in mind some key differentiators between both processes.
Collapse
Affiliation(s)
- B. Bekaert
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium
| | - P.H.M. Janssen
- Department of Pharmaceutical Technology and Biopharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, the Netherlands
- DFE Pharma, Klever Strasse 187, 47568 Goch, Germany
| | | | - D. Vanderroost
- GEA Process Engineering, Keerbaan 70, B-2160 Wommelgem, Belgium
| | - T. Roelofs
- DFE Pharma, Klever Strasse 187, 47568 Goch, Germany
| | | | - C. Vervaet
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium
| | - V. Vanhoorne
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium
| |
Collapse
|
2
|
Bekaert B, Boel A, Rybouchkin A, Cosemans G, Declercq S, Chuva de Sousa Lopes SM, Parrington J, Stoop D, Coucke P, Menten B, Heindryckx B. Various repair events following CRISPR/Cas9-based mutational correction of an infertility-related mutation in mouse embryos. J Assist Reprod Genet 2024:10.1007/s10815-024-03095-9. [PMID: 38557805 DOI: 10.1007/s10815-024-03095-9] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 03/12/2024] [Indexed: 04/04/2024] Open
Abstract
PURPOSE Unpredictable genetic modifications and chromosomal aberrations following CRISPR/Cas9 administration hamper the efficacy of germline editing. Repair events triggered by double-strand DNA breaks (DSBs) besides non-homologous end joining and repair template-driven homology-directed repair have been insufficiently investigated in mouse. In this work, we are the first to investigate the precise repair mechanisms triggered by parental-specific DSB induction in mouse for paternal mutational correction in the context of an infertility-related mutation. METHODS We aimed to correct a paternal 22-nucleotide deletion in Plcz1, associated with lack of fertilisation in vitro, by administrating CRISPR/Cas9 components during intracytoplasmic injection of Plcz1-null sperm in wild-type oocytes combined with assisted oocyte activation. Through targeted next-generation sequencing, 77 injected embryos and 26 blastomeres from seven injected embryos were investigated. In addition, low-pass whole genome sequencing was successfully performed on 17 injected embryo samples. RESULTS Repair mechanisms induced by two different CRISPR/Cas9 guide RNA (gRNA) designs were investigated. In 13.73% (7/51; gRNA 1) and 19.05% (4/21; gRNA 2) of the targeted embryos, only the wild-type allele was observed, of which the majority (85.71%; 6/7) showed integrity of the targeted chromosome. Remarkably, for both designs, only in one of these embryos (1/7; gRNA 1 and 1/4; gRNA2) could repair template use be detected. This suggests that alternative repair events have occurred. Next, various genetic events within the same embryo were detected after single-cell analysis of four embryos. CONCLUSION Our results suggest the occurrence of mosaicism and complex repair events after CRISPR/Cas9 DSB induction where chromosomal integrity is predominantly contained.
Collapse
Affiliation(s)
- B Bekaert
- Ghent-Fertility and Stem Cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - A Boel
- Ghent-Fertility and Stem Cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - A Rybouchkin
- Ghent-Fertility and Stem Cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - G Cosemans
- Ghent-Fertility and Stem Cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - S Declercq
- Ghent-Fertility and Stem Cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - S M Chuva de Sousa Lopes
- Ghent-Fertility and Stem Cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
- Department of Anatomy and Embryology, Leiden University Medical Center, Leiden, 2333 ZA, the Netherlands
| | - J Parrington
- Department of Pharmacology, University of Oxford, Mansfield Road, Oxford, OX1 3QT, UK
| | - D Stoop
- Ghent-Fertility and Stem Cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - P Coucke
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - B Menten
- Center for Medical Genetics Ghent, Department of Biomolecular Medicine, Ghent University, Corneel Heymanslaan 10, 9000, Ghent, Belgium
| | - B Heindryckx
- Ghent-Fertility and Stem Cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, Corneel Heymanslaan 10, 9000, Ghent, Belgium.
| |
Collapse
|
3
|
Fokias K, Dierckx L, Van de Voorde W, Bekaert B. Improving the age estimation model for toenails. Forensic Sci Int Genet 2023; 66:102911. [PMID: 37454509 DOI: 10.1016/j.fsigen.2023.102911] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 06/23/2023] [Accepted: 06/24/2023] [Indexed: 07/18/2023]
Abstract
In a previous study, we have provided the first proof that chronological age can be estimated through DNA methylation (DNAm) patterns in fingernails and toenails. DNAm data of 15 CpGs located in 4 genetic markers (ASPA, EDARADD, ELOVL2 and PDE4C) were evaluated, of which variable selection yielded age prediction models with a mean absolute deviation (MAD) ranging from 7.68 to 9.36 years, depending on the sampling location. Three additional age-associated markers (KLF14, MIR29B2CHG and TRIM59) were assessed in the current study with the goal of increasing the prediction accuracy of the model initially constructed for toenails. This new and improved age estimation assay yielded an MAD of 4.82 and 5.61 years for the training and test set, respectively. The feasibility of the application for post-mortem cases was also demonstrated through testing a limited set of samples collected from deceased individuals.
Collapse
Affiliation(s)
- Kristina Fokias
- KU Leuven, Forensic Biomedical Sciences, Department of Imaging & Pathology, Leuven, Belgium
| | - Lotte Dierckx
- KU Leuven, Forensic Biomedical Sciences, Department of Imaging & Pathology, Leuven, Belgium
| | - Wim Van de Voorde
- KU Leuven, Forensic Biomedical Sciences, Department of Imaging & Pathology, Leuven, Belgium; UZ Leuven, Laboratory of Forensic Genetics, Leuven, Belgium
| | - Bram Bekaert
- KU Leuven, Forensic Biomedical Sciences, Department of Imaging & Pathology, Leuven, Belgium; UZ Leuven, Laboratory of Forensic Genetics, Leuven, Belgium.
| |
Collapse
|
4
|
Chubar V, Vaessen T, Noortgate WVD, Lutin E, Bosmans G, Bekaert B, Van Leeuwen K, Calders F, Weyn S, Bijttebier P, Goossens L, Claes S. Mild daily stress, in interaction with NR3C1 DNA methylation levels, is linked to alterations in the HPA axis and ANS response to acute stress in early adolescents. Psychoneuroendocrinology 2023; 150:106045. [PMID: 36796155 DOI: 10.1016/j.psyneuen.2023.106045] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 01/26/2023] [Accepted: 01/28/2023] [Indexed: 02/05/2023]
Abstract
BACKGROUND Daily Hassles (DH) or daily stress - is a mild type of stressor with unique contributions to psychological distress. Yet, most prior studies that investigate the effects of stressful life experiences focus on childhood trauma or on early life stress and little is known about the effects of DH on epigenetic changes in stress system related genes and on the physiological response to social stressors. METHODS In the present study, conducted among 101 early adolescents (mean age = 11.61; SD = 0.64), we investigated whether Autonomic Nervous System (ANS) (namely heart rate and heart rate variability) and Hypothalamic-Pituitary-Adrenal (HPA) axis functioning (measured as cortisol stress reactivity and recovery) are associated with DNA methylation (DNAm) in the glucocorticoid receptor gene (NR3C1), the level of DH and their interaction. To assess the stress system functioning the TSST protocol was used. RESULTS Our findings show that higher NR3C1 DNAm in interaction with higher levels of daily hassles, is associated with blunted HPA axis reactivity to psychosocial stress. In addition, higher levels of DH are associated with extended HPA axis stress recovery. In addition, participants with higher NR3C1 DNAm had lower ANS adaptability to stress, specifically lower parasympathetic withdrawal; for heart rate variability this effect was strongest for participants with higher level of DH. CONCLUSIONS The observation that interaction effects between NR3C1 DNAm levels and daily stress on the functioning of the stress-systems, are already detectable in young adolescents, highlights the importance of early interventions, not only in the case of trauma, but also daily stress. This might help to prevent stress-induced mental and physical disorders later in life.
Collapse
Affiliation(s)
- Viktoria Chubar
- Mind-Body Research Group, Department of Neuroscience, KU Leuven, Leuven, Belgium.
| | - Thomas Vaessen
- Mind-Body Research Group, Department of Neuroscience, KU Leuven, Leuven, Belgium; Center for Contextual Psychiatry, Department of Neuroscience, KU Leuven, Leuven, Belgium
| | - Wim Van den Noortgate
- Methodology of Educational Sciences, Faculty of Psychology and Educational Sciences & itec, an imec research group at KU Leuven, Leuven, Belgium
| | - Erika Lutin
- ESAT Electrical Engineering, KU Leuven, Leuven, Belgium; imec-Belgium, Heverlee, Belgium
| | - Guy Bosmans
- Department of Clinical Psychology, KU Leuven, Belgium
| | - Bram Bekaert
- Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archaeology, KU Leuven, Leuven, Belgium; Department of Imaging & Pathology, KU Leuven, Leuven, Belgium
| | - Karla Van Leeuwen
- Parenting and Special Education Research Unit, Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Filip Calders
- Parenting and Special Education Research Unit, Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Sofie Weyn
- School Psychology and Development in Context, Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Patricia Bijttebier
- School Psychology and Development in Context, Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Luc Goossens
- School Psychology and Child and Adolescent Development Research Unit, Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Stephan Claes
- Mind-Body Research Group, Department of Neuroscience, KU Leuven, Leuven, Belgium; University Psychiatric Center KU Leuven, Leuven, Belgium
| |
Collapse
|
5
|
Fokias K, Dierckx L, Van de Voorde W, Bekaert B. Age determination through DNA methylation patterns in fingernails and toenails. Forensic Sci Int Genet 2023; 64:102846. [PMID: 36867979 DOI: 10.1016/j.fsigen.2023.102846] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 12/05/2022] [Accepted: 02/09/2023] [Indexed: 02/18/2023]
Abstract
Over the past decade, age prediction based on DNA methylation has become a vastly investigated topic; many age prediction models have been developed based on different DNAm markers and using various tissues. However, the potential of using nails to this end has not yet been explored. Their inherent resistance to decay and ease of sampling would offer an advantage in cases where post-mortem degradation poses challenges concerning sample collection and DNA-extraction. In the current study, clippings from both fingernails and toenails were collected from 108 living test subjects (age range: 0-96 years). The methylation status of 15 CpGs located in 4 previously established age-related markers (ASPA, EDARADD, PDE4C, ELOVL2) was investigated through pyrosequencing of bisulphite converted DNA. Significant dissimilarities in methylation levels were observed between all four limbs, hence both limb-specific age prediction models and prediction models combining multiple sampling locations were developed. When applied to their respective test sets, these models yielded a mean absolute deviation between predicted and chronological age ranging from 5.48 to 9.36 years when using ordinary least squares regression. In addition, the assay was tested on methylation data derived from 5 nail samples collected from deceased individuals, demonstrating its feasibility for application in post-mortem cases. In conclusion, this study provides the first proof that chronological age can be assessed through DNA methylation patterns in nails.
Collapse
Affiliation(s)
- Kristina Fokias
- KU Leuven, Forensic Biomedical Sciences, Department of Imaging & Pathology, Leuven, Belgium
| | - Lotte Dierckx
- KU Leuven, Forensic Biomedical Sciences, Department of Imaging & Pathology, Leuven, Belgium
| | - Wim Van de Voorde
- KU Leuven, Forensic Biomedical Sciences, Department of Imaging & Pathology, Leuven, Belgium; UZ Leuven, Laboratory of Forensic Genetics, Leuven, Belgium
| | - Bram Bekaert
- KU Leuven, Forensic Biomedical Sciences, Department of Imaging & Pathology, Leuven, Belgium; UZ Leuven, Laboratory of Forensic Genetics, Leuven, Belgium.
| |
Collapse
|
6
|
Bekaert B, Van Snick B, Pandelaere K, Dhondt J, Di Pretoro G, De Beer T, Vervaet C, Vanhoorne V. Continuous direct compression: Development of an empirical predictive model and challenges regarding PAT implementation. Int J Pharm X 2022; 4:100110. [PMID: 35024605 PMCID: PMC8732775 DOI: 10.1016/j.ijpx.2021.100110] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 12/21/2021] [Accepted: 12/23/2021] [Indexed: 11/21/2022] Open
Abstract
In this study, an empirical predictive model was developed based on the quantitative relationships between blend properties, critical quality attributes (CQA) and critical process parameters (CPP) related to blending and tableting. The blend uniformity and API concentration in the tablets were used to elucidate challenges related to the processability as well as the implementation of PAT tools. Thirty divergent ternary blends were evaluated on a continuous direct compression line (ConsiGma™ CDC-50). The trials showed a significant impact of the impeller configuration and impeller speed on the blending performance, whereas a limited impact of blend properties was observed. In contrast, blend properties played a significant role during compression, where changes in blend composition significantly altered the tablet quality. The observed correlations allowed to develop an empirical predictive model for the selection of process configurations based on the blend properties, reducing the number of trial runs needed to optimize a process and thus reducing development time and costs of new drug products. Furthermore, the trials elucidated several challenges related to blend properties that had a significant impact on PAT implementation and performance of the CDC-platform, highlighting the importance of further process development and optimization in order to solve the remaining challenges.
Collapse
Key Words
- #BP, Number of blade passes
- #RMB1, Number of radial mixing blades of the main blender
- API, Active pharmaceutical ingredient
- API_sd, Spray dried API
- BRT, Bulk residence time
- BU, Blend uniformity
- CDC, Continuous direct compression
- CDC-50
- CU, Content uniformity
- C_P, Caffeine anhydrous powder
- Continuous direct compression
- Continuous manufacturing
- DCP, Dicalcium phosphate / Emcompress AN
- FD, Fill depth
- HM1/HM2, Hold-up mass main blender/Hold-up mass lubricant blender
- Imp1, Impeller speed main blender
- LC, Percentage label claim
- MCF, Main compression force
- MCH, Main compression height
- MPT_μ, Metoprolol micronized
- MgSt, Magnesium stearate/Ligamed MF-2-V
- Multivariate data-analysis
- NIR, Near infrared
- PAT
- PAT, Process Analytical Technology
- PC, Principle component
- PCA, Principle component analysis
- PCD, Pre-compression displacement
- PCF, Pre-compression force
- PCH, Pre-compression height
- PH101, Microcrystalline cellulose / Avicel PH-101
- PH200, Microcrystalline cellulose / Avicel PH-200
- PLS, Partial least squares
- P_DP, Paracetamol dense powder
- P_P, Paracetamol powder
- P_μ, Paracetamol micronized
- Predictive modeling
- Q2, Goodness of prediction
- R2Y, Goodness of fit
- RMSEcv, Root mean squared error of cross validation
- RSDTW, Relative standard deviation of tablet weight
- SD100, Mannitol / Pearlitol 100 SD
- T80, Lactose / Tablettose 80
- T_P, Theophylline anhydrous powder
- rpm, Revolutions per minute
- σForce, Main compression force variability
- σPCD, Variability in pre-compression displacement
Collapse
Affiliation(s)
- B. Bekaert
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium
| | - B. Van Snick
- Oral Solid Dosage, Drug Product Development, Discovery Product Development and Supplies, Pharmaceutical Research and Development, Division of Janssen Pharmaceutica, Johnson & Johnson, Turnhoutseweg 30, B-2340 Beerse, Belgium
| | - K. Pandelaere
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium
| | - J. Dhondt
- Oral Solid Dosage, Drug Product Development, Discovery Product Development and Supplies, Pharmaceutical Research and Development, Division of Janssen Pharmaceutica, Johnson & Johnson, Turnhoutseweg 30, B-2340 Beerse, Belgium
| | - G. Di Pretoro
- Oral Solid Dosage, Drug Product Development, Discovery Product Development and Supplies, Pharmaceutical Research and Development, Division of Janssen Pharmaceutica, Johnson & Johnson, Turnhoutseweg 30, B-2340 Beerse, Belgium
| | - T. De Beer
- Laboratory of Pharmaceutical Process Analytical Technology, Department of Pharmaceutical Analysis, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium
| | - C. Vervaet
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium
| | - V. Vanhoorne
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium
| |
Collapse
|
7
|
Bekaert B, Boel A, Cosemans G, De Witte L, Menten B, Heindryckx B. CRISPR/Cas gene editing in the human germline. Semin Cell Dev Biol 2022; 131:93-107. [PMID: 35305903 DOI: 10.1016/j.semcdb.2022.03.012] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 03/08/2022] [Accepted: 03/09/2022] [Indexed: 12/14/2022]
Abstract
The ease and efficacy of CRISPR/Cas9 germline gene editing in animal models paved the way to human germline gene editing (HGGE), by which permanent changes can be introduced into the embryo. Distinct genes can be knocked out to examine their function during embryonic development. Alternatively, specific sequences can be introduced which can be applied to correct disease-causing mutations. To date, it has been shown that the success of HGGE is dependent on various experimental parameters and that various hurdles (i.e. loss-of-heterozygosity and mosaicism) need to be overcome before clinical applications should be considered. Due to the shortage of human germline material and the ethical constraints concerning HGGE, alternative models such as stem cells have been evaluated as well, in terms of their predictive value on the genetic outcome for HGGE approaches. This review will give an overview of the state of the art of HGGE in oocytes and embryos, and its accompanying challenges.
Collapse
Affiliation(s)
- B Bekaert
- Ghent-Fertility And Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - A Boel
- Ghent-Fertility And Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - G Cosemans
- Ghent-Fertility And Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - L De Witte
- Center for Medical Genetics Ghent, Ghent University, Department of Biomolecular Medicine, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - B Menten
- Center for Medical Genetics Ghent, Ghent University, Department of Biomolecular Medicine, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - B Heindryckx
- Ghent-Fertility And Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium.
| |
Collapse
|
8
|
Polli A, Hendrix J, Ickmans K, Bakusic J, Ghosh M, Monteyne D, Velkeniers B, Bekaert B, Nijs J, Godderis L. Genetic and epigenetic regulation of Catechol-O-methyltransferase in relation to inflammation in chronic fatigue syndrome and Fibromyalgia. J Transl Med 2022; 20:487. [PMID: 36284330 PMCID: PMC9598022 DOI: 10.1186/s12967-022-03662-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 09/23/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Catechol-O-methyltransferase (COMT) has been shown to influence clinical pain, descending modulation, and exercise-induced symptom worsening. COMT regulates nociceptive processing and inflammation, key pathophysiological features of Chronic Fatigue Syndrome and Fibromyalgia (CFS/FM). We aimed to determine the interactions between genetic and epigenetic mechanisms regulating COMT and its influence on inflammatory markers and symptoms in patients with CFS/FM. METHODS A case-control study with repeated-measures design was used to reduce the chance of false positive and increase the power of our findings. Fifty-four participants (28 patients with CFS/FM and 26 controls) were assessed twice within 4 days. The assessment included clinical questionnaires, neurophysiological assessment (pain thresholds, temporal summation, and conditioned pain modulation), and blood withdrawal in order to assess rs4818, rs4633, and rs4680 COMT polymorphisms and perform haplotype estimation, DNA methylation in the COMT gene (both MB-COMT and S-COMT promoters), and cytokine expression (TNF-α, IFN-γ, IL-6, and TGF-β). RESULTS COMT haplotypes were associated with DNA methylation in the S-COMT promoter, TGF-β expression, and symptoms. However, this was not specific for one condition. Significant between-group differences were found for increased DNA methylation in the MB-COMT promoter and decreased IFN-γ expression in patients. DISCUSSION Our results are consistent with basic and clinical research, providing interesting insights into genetic-epigenetic regulatory mechanisms. MB-COMT DNA methylation might be an independent factor contributing to the pathophysiology of CFS/FM. Further research on DNA methylation in complex conditions such as CFS/FM is warranted. We recommend future research to employ a repeated-measure design to control for biomarkers variability and within-subject changes.
Collapse
Affiliation(s)
- Andrea Polli
- grid.8767.e0000 0001 2290 8069Pain in Motion (PiM) international research group, Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Rehabilitation Sciences & Physiotherapy, Vrije Universiteit Brussel, Laarbeeklaan 103, 1090 Jette Brussels, Belgium ,grid.5596.f0000 0001 0668 7884Department of Public Health and Primary Care, Centre for Environment & Health, KU Leuven, Kapucijnenvoer 35, 3000, Leuven, Belgium ,grid.434261.60000 0000 8597 7208Flanders Research Foundation–FWO, Brussels, Belgium
| | - Jolien Hendrix
- grid.8767.e0000 0001 2290 8069Pain in Motion (PiM) international research group, Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Rehabilitation Sciences & Physiotherapy, Vrije Universiteit Brussel, Laarbeeklaan 103, 1090 Jette Brussels, Belgium ,grid.5596.f0000 0001 0668 7884Department of Public Health and Primary Care, Centre for Environment & Health, KU Leuven, Kapucijnenvoer 35, 3000, Leuven, Belgium
| | - Kelly Ickmans
- grid.8767.e0000 0001 2290 8069Pain in Motion (PiM) international research group, Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Rehabilitation Sciences & Physiotherapy, Vrije Universiteit Brussel, Laarbeeklaan 103, 1090 Jette Brussels, Belgium ,grid.434261.60000 0000 8597 7208Flanders Research Foundation–FWO, Brussels, Belgium ,grid.411326.30000 0004 0626 3362Department of Physical Medicine and Physiotherapy, University Hospital Brussels, Brussels, Belgium
| | - Jelena Bakusic
- grid.5596.f0000 0001 0668 7884Department of Public Health and Primary Care, Centre for Environment & Health, KU Leuven, Kapucijnenvoer 35, 3000, Leuven, Belgium
| | - Manosij Ghosh
- grid.5596.f0000 0001 0668 7884Department of Public Health and Primary Care, Centre for Environment & Health, KU Leuven, Kapucijnenvoer 35, 3000, Leuven, Belgium ,grid.434261.60000 0000 8597 7208Flanders Research Foundation–FWO, Brussels, Belgium
| | - Dora Monteyne
- grid.411326.30000 0004 0626 3362Department of Internal Medicine and Endocrinology, University Hospital Brussels, Brussels, Belgium
| | - Brigitte Velkeniers
- grid.411326.30000 0004 0626 3362Department of Internal Medicine and Endocrinology, University Hospital Brussels, Brussels, Belgium
| | - Bram Bekaert
- grid.410569.f0000 0004 0626 3338Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archaeology, University Hospitals Leuven, B-3000 Leuven, Belgium ,grid.5596.f0000 0001 0668 7884Department of Imaging & Pathology, KU Leuven, B-3000 Leuven, Belgium
| | - Jo Nijs
- grid.8767.e0000 0001 2290 8069Pain in Motion (PiM) international research group, Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Rehabilitation Sciences & Physiotherapy, Vrije Universiteit Brussel, Laarbeeklaan 103, 1090 Jette Brussels, Belgium ,grid.411326.30000 0004 0626 3362Department of Physical Medicine and Physiotherapy, University Hospital Brussels, Brussels, Belgium ,grid.8761.80000 0000 9919 9582Institute of Neuroscience and Physiology, University of Gothenburg, Gothenburg, Sweden
| | - Lode Godderis
- grid.5596.f0000 0001 0668 7884Department of Public Health and Primary Care, Centre for Environment & Health, KU Leuven, Kapucijnenvoer 35, 3000, Leuven, Belgium ,External Service for Prevention and Protection at Work, IDEWE, Heverlee, Belgium
| |
Collapse
|
9
|
Fokias K, Bekaert B. Separation of sperm and epithelial cells based on fluorescence-activated cell sorting. Forensic Science International: Genetics Supplement Series 2022. [DOI: 10.1016/j.fsigss.2022.10.048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
|
10
|
Winnepenninckx A, Verhoeven E, Vermeulen S, Jeurissen B, Borgers E, Bekaert B. Time since contact influences DNA profiling success of cartridges and fired cartridge casings. Forensic Sci Int 2022; 340:111474. [PMID: 36174383 DOI: 10.1016/j.forsciint.2022.111474] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 09/18/2022] [Indexed: 11/04/2022]
Abstract
Forensic DNA analysis of cartridges and fired cartridge casings remains challenging, possibly due to the heat and pressure generated during firing of the weapon as well as metal ions from the casings that have been suggested to initiate DNA degradation and inhibit PCR during the DNA profiling process. Even though recently developed DNA recovery protocols have shown to significantly improve DNA yields and DNA profile success rates no information is available on whether the time interval between contact and the DNA recovery process has an influence on these outcomes. In the current study 40 cartridges and 40 fired cartridge casings were left untreated for 24 h or 1 week after which the rinse-and-swab technique was used to collect DNA. Higher DNA yields and higher DNA profile success rates were obtained from cartridges compared to fired cartridge casings. The same general observation was made when cartridges and fired cartridge casings were processed after 24 h compared to after 1 week. In addition, DNA profiles suitable for comparison could still be generated from samples when real-time PCR quantification indicated DNA concentrations < 0.001 ng/μl, suggesting that quantification results may not be reliable when assessing the presence of DNA on such items. In conclusion, the results indicate that cartridges and fired cartridge casings should be processed for DNA profiling as soon as possible and that DNA quantification results should be interpreted with caution as DNA profiles suitable for comparison could be missed.
Collapse
Affiliation(s)
- Astrid Winnepenninckx
- KU Leuven, Forensic Biomedical Sciences, Department of Imaging & Pathology, Leuven, Belgium
| | - Elke Verhoeven
- Technical and Scientific Police, Federal Judicial Police, Leuven, Belgium
| | - Steve Vermeulen
- Technical and Scientific Police, Federal Judicial Police, Leuven, Belgium
| | - Bert Jeurissen
- Technical and Scientific Police, Federal Judicial Police, Leuven, Belgium
| | | | - Bram Bekaert
- KU Leuven, Forensic Biomedical Sciences, Department of Imaging & Pathology, Leuven, Belgium; UZ Leuven, Laboratory of Forensic Genetics, Leuven, Belgium.
| |
Collapse
|
11
|
Cosemans G, Boel A, Bekaert B, Pascal E, Stamatiadis P, Stoop D, Chuva De Sousa Lopes S, Menten B, Coucke P, Lluis F, Heindryckx B. O-216 CRISPR/Cas9 mediated knock-out (KO) reveals a divergent role for trophectoderm markers GATA2/3 in the mouse and human preimplantation embryo. Hum Reprod 2022. [DOI: 10.1093/humrep/deac105.135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Study question
What is the effect of CRISPR/Cas9-mediated KO of trophectoderm (TE) markers GATA2/3 on embryo development and lineage commitment in both mouse and human preimplantation embryos?
Summary answer
CRISPR/Cas9-mediated KO of GATA2/3 points to interspecies differences in TE regulation and potential cross-talk between trophectoderm and inner cell mass (ICM) in mouse preimplantation embryos.
What is known already
GATA3 and its isoform GATA2 are major TE markers regulating the first lineage segregation, operating downstream of the HIPPO-pathway. Although recent evidence suggests that the HIPPO-pathway is conserved across mouse and human, it is unknown whether GATA2/3 share similar interspecies function during preimplantation development. GATA3 RNA depletion experiments in mouse embryos revealed a compensatory upregulation of GATA2, that potentially masked the observed phenotype. Upon double KO (DKO), the phenotype appeared more severe, as embryos were unable to cavitate. However, the precise effect of the (D)KO on embryo development was not investigated thoroughly, and should be expanded towards human preimplantation embryos.
Study design, size, duration
Mouse embryonic stem cells (mESCs), mouse zygotes and donated human spare oocytes were targeted. CRISPR/Cas9 ribonucleoprotein complexes, either targeting Gata3/GATA3, Gata2 or both, were delivered via nucleofection, electroporation or co-injected with sperm, in mESCs, mouse zygotes or human oocytes, respectively. Appropriate non-targeted control groups were included. Morphological analysis, immunofluorescence and next-generation sequencing were applied to check for gene editing efficiency and the impact of KO on embryonic development.
Participants/materials, setting, methods
The targeted embryos and controls were cultured for 4.5 (mouse) or 6.5 days (human) in vitro. They were stained for different developmental markers, including TEAD4 and CDX2 (TE), OCT4 and SOX2 (early ICM), NANOG (epibast, EPI) and SOX17 (hypoblast, PrE). Immunostaining was used to determine cell number, TE/ICM fraction, marker localization and fluorescence intensity. Embryos were subjected to genetic analysis to determine on-target efficiency, while in silico predicted off-target sites were evaluated in targeted mESCs.
Main results and the role of chance
GATA3 KO mouse embryos exhibited morula arrest (94%; n = 16). All GATA3-edited mouse embryos exhibited a reduction of CDX2-positive cells. From the 12 full KO embryos, four showed a decreased number of NANOG-positive blastomeres. No effect was observed for TEAD4 and OCT4. Complete KO morulas were devoid of SOX2 expression.
GATA2 KO mouse embryos could still form blastocysts (19% morula arrest, n = 21 embryos), even when harboring 100% frameshift mutations. KO did not noticeably influence cell number nor the expression of GATA3 or NANOG.
GATA2/3 DKO mouse embryos could still form blastocysts (38% morula arrest, n = 21), showing a milder phenotype compared to GATA3 KO embryos. In the presumed DKO blastocysts, the whole ICM is NANOG-positive and increased in cell number. SOX2 expression was still retained in the ICM, but presumed polar TE was also SOX2-positive.
Three out of four GATA3 KO human embryos harboring 100% frameshift mutations, were surprisingly able to form blastocysts. In one embryo, no morphological TE could be formed, while the others showed one or two CDX2-positive cells in TE. No effect was observed for TEAD4 and OCT4. In addition, all KO embryos displayed an increase in ICM/TE fraction. Some outer cells in KO blastocysts were NANOG-positive.
Limitations, reasons for caution
CRISPR/Cas9 is limited by the occurrence of mosaicism (more than one genotype present in an embryo) and potential off-target editing, which we will assess at in silico predicted off-target sites via NGS in mESCs. The observations of the study will be consolidated by increasing the sample size, especially in human.
Wider implications of the findings
Gene editing studies enable us to unravel the molecular interactions that are required for human preimplantation development. Obtaining novel insights into the molecular networks of the GATA transcription factor family could significantly improve our understanding of several pregnancy-related complications related to trophectoderm specification, such as early miscarriage or preeclampsia.
Trial registration number
NA
Collapse
Affiliation(s)
- G Cosemans
- Ghent Fertility and Stem Cell Team G-FaST, Department of Human Structure and Repair , Gent, Belgium
| | - A Boel
- Ghent Fertility and Stem Cell Team G-FaST, Department of Human Structure and Repair , Gent, Belgium
| | - B Bekaert
- Ghent Fertility and Stem Cell Team G-FaST, Department of Human Structure and Repair , Gent, Belgium
| | - E Pascal
- Ghent Fertility and Stem Cell Team G-FaST, Department of Human Structure and Repair , Gent, Belgium
| | - P Stamatiadis
- Ghent Fertility and Stem Cell Team G-FaST, Department of Human Structure and Repair , Gent, Belgium
| | - D Stoop
- Ghent Fertility and Stem Cell Team G-FaST, Department of Human Structure and Repair , Gent, Belgium
| | - S.M Chuva De Sousa Lopes
- Leiden University Medical Center, Department of Anatomy and Embryology , Leiden, The Netherlands
| | - B Menten
- Center for Medical Genetics, Department of Biomolecular Medicine , Ghent, Belgium
| | - P Coucke
- Center for Medical Genetics, Department of Biomolecular Medicine , Ghent, Belgium
| | - F Lluis
- Stem Cell Institute, Department of Development and Regeneration , Leuven, Belgium
| | - B Heindryckx
- Ghent Fertility and Stem Cell Team G-FaST, Department of Human Structure and Repair , Gent, Belgium
| |
Collapse
|
12
|
Bekaert B, Boel A, De Witte L, Cosemans G, Tordeurs L, De Loore AM, Chuva de Sousa Lopes SM, De Sutter P, Stoop D, Coucke P, Menten B, Heindryckx B. P-802 Distinct genetic impact of CRISPR/Cas9 gene correction in human embryos compared to induced pluripotent stem cells. Hum Reprod 2022. [DOI: 10.1093/humrep/deac104.057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Study question
Does CRISPR/Cas9 gene editing have a distinct genetic impact in human embryos compared to induced pluripotent stem cells (iPSCs)?
Summary answer
IPSCs display a difference in repair events, such as template usage, compared to the germline which indicates a distinct genetic impact by CRISPR/Cas9 gene editing.
What is known already
CRISPR/Cas9 is utilized to induce targeted DNA editing. To introduce specific changes, such as mutational correction, a DNA template is generally administered, stimulating homology-directed repair. Recent human germline editing studies aiming for mutational repair created a moderate amount of embryos which solely carried wild-type alleles. Remarkably, no template use was observed, but instead loss-of-heterozygosity (LOH) was demonstrated. This is the presence of only one (the wild-type) allele, either caused by gene conversion events using the wild type allele or chromosome loss. Up to date, no iPSCs studies have evaluated LOH events when attempting to correct a heterozygous mutation.
Study design, size, duration
A guide RNA targeting the mutant allele, and a repair template containing the wild-type allele and a synonymous variant to track template usage were designed. For iPSCs targeting, the components were nucleofected after which DNA was extracted from the whole well (n = 3) or from individual colonies (n = 33). For human embryo targeting, the components were injected simultaneously with sperm into donated spare oocytes (n = 32). DNA was extracted from embryos after 3-6 days of in vitro culture.
Participants/materials, setting, methods
Sperm and renal cells, from which the iPSCs were derived, were donated by a patient with a heterozygous base pair substitution in PLCZ1 (c.136-1G>C) causing fertilization failure. To overcome fertilization failure, assisted oocyte activation was employed during ICSI. For the embryos, next-generation sequencing (NGS), short tandem repeat (STR) analysis and a whole genome single nucleotide polymorphism (SNP) assay were performed. For the iPSCs, NGS and a targeted SNP assay were carried out.
Main results and the role of chance
The genetic events in embryos originating from mutant sperm (n = 32) displayed following distribution: 19% showed the untargeted mutant allele, 56% showed additional mutagenesis and 25% showed only the wild-type allele. In the latter group, the template was never utilized, pointing to LOH. STR analysis indeed revealed LOH events of different lengths in these embryos. SNP analysis of one embryo, originating from mutant sperm but displaying the wild-type allele, did not demonstrate LOH (with a detection limit of 500bp). These findings suggest the occurrence of gene conversion, which rejects the formerly stated hypothesis that the observed LOH in human embryos can mostly be attributed to chromosome loss. In the iPSCs, whole-well (n = 3) and single colony (n = 33) data demonstrated a similar trend in genetic event distribution compared to the embryos, with the main difference that in 30% of the corrected reads/colonies, template use was observed. LOH was further analysed in nineteen single colonies. In all the colonies (3/3) corrected with the template, no LOH was present. When the colonies displayed additional mutagenesis, 7% (1/13) contained LOH events. In 33% (1/3) of the colonies showing only the wild-type allele (without signs of template use), LOH was observed.
Limitations, reasons for caution
SNP assays have a higher resolution compared to STR analysis, and enable distinction of LOH events between ‘gene conversion’ and ‘chromosome loss’. Therefore, more embryos and iPSC colonies will be analysed with SNP assays. However, informative SNPs define the resolution of our assay (currently 500 bp from Cas9 cut site).
Wider implications of the findings
Our results show that template usage seems to differ between human embryos and iPSCs, but that iPSCs do not solely rely on template use as well. This demonstrates that embryo experiments to study the genetic impact of CRISPR/Cas9 cannot fully be replaced by iPSCs experiments.
Trial registration number
Not Applicable
Collapse
Affiliation(s)
- B Bekaert
- UGhent, Department of Human structure and repair , Ghent, Belgium
| | - A Boel
- UGhent, Department of Human structure and repair , Ghent, Belgium
| | - L De Witte
- UGhent, Department of Biomolecular Medicine , Ghent, Belgium
| | - G Cosemans
- UGhent, Department of Human structure and repair , Ghent, Belgium
| | - L Tordeurs
- UGhent, Department of Human structure and repair , Ghent, Belgium
| | - A M De Loore
- UGhent, Department of Human structure and repair , Ghent, Belgium
| | | | - P De Sutter
- UGhent, Department of Human structure and repair , Ghent, Belgium
| | - D Stoop
- UGhent, Department of Human structure and repair , Ghent, Belgium
| | - P Coucke
- UGhent, Department of Biomolecular Medicine , Ghent, Belgium
| | - B Menten
- UGhent, Department of Biomolecular Medicine , Ghent, Belgium
| | - B Heindryckx
- UGhent, Department of Human structure and repair , Ghent, Belgium
| |
Collapse
|
13
|
Bekaert B, Van Snick B, Pandelaere K, Dhondt J, Di Pretoro G, De Beer T, Vervaet C, Vanhoorne V. In-depth analysis of the long-term processability of materials during continuous feeding. Int J Pharm 2022; 614:121454. [PMID: 35026314 DOI: 10.1016/j.ijpharm.2022.121454] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 12/24/2021] [Accepted: 01/05/2022] [Indexed: 10/19/2022]
Abstract
This study determined the feasibility of long-term continuous powder feeding and its effect on the overall process performance. Additionally, quantitative relationships were established between material properties, process settings and screw feeding responses during gravimetric feeding. Twelve divergent raw materials were processed over longer periods using a GEA Compact Feeder integrated in a continuous direct compression line (ConsiGma™ CDC-50). The resulting gravimetric feeding responses were combined with the material properties and process settings into an overall PLS model. The model elucidated the impact of the material descriptors for density; powder flow; particle size; compressibility; permeability and wall friction angle on the feeding process. Furthermore, long-term processing of the materials exhibited challenges related to the processability and refill consistency where a significant impact of the compressibility and cohesive/adhesive properties of the materials was observed. Overall, this approach provided insights into the feasibility of long-term continuous feeding which is not possible through 'short-term' feeding trials. Additionally, throughout this study, the need for material-specific adjustments of the feeding and refill equipment was highlighted.
Collapse
Affiliation(s)
- B Bekaert
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium
| | - B Van Snick
- Oral Solid Dosage, Drug Product Development, Discovery Product Development and Supplies, Pharmaceutical Research and Development, Division of Janssen Pharmaceutica, Johnson & Johnson, Turnhoutseweg 30, B-2340 Beerse, Belgium
| | - K Pandelaere
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium
| | - J Dhondt
- Laboratory of Pharmaceutical Process Analytical Technology, Department of Pharmaceutical Analysis, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium
| | - G Di Pretoro
- Oral Solid Dosage, Drug Product Development, Discovery Product Development and Supplies, Pharmaceutical Research and Development, Division of Janssen Pharmaceutica, Johnson & Johnson, Turnhoutseweg 30, B-2340 Beerse, Belgium
| | - T De Beer
- Laboratory of Pharmaceutical Process Analytical Technology, Department of Pharmaceutical Analysis, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium
| | - C Vervaet
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium
| | - V Vanhoorne
- Laboratory of Pharmaceutical Technology, Department of Pharmaceutics, Ghent University, Ottergemsesteenweg 460, B-9000 Ghent, Belgium.
| |
Collapse
|
14
|
Winnepenninckx A, Verhoeven E, Vermeulen S, Bekaert B. Evaluation of infrared photography for latent bloodstain visualization and the influence of time. Forensic Sci Int 2022; 331:111167. [PMID: 34992011 DOI: 10.1016/j.forsciint.2021.111167] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 11/29/2021] [Accepted: 12/21/2021] [Indexed: 11/04/2022]
Abstract
The localization of latent blood traces at crime scenes is generally performed using fluorescent stains although infrared light has previously been recognized as an effective localization test for bloodstains as it is a non-destructive and non-contact technique. The goal of this study was to evaluate infrared photography for the detection of latent bloodstains on a large number of objects with different compositions frequently encountered at crime scenes. In this study we show that infrared light photography was able to detect bloodstains deposited on 71.7% of materials while bloodstains on 29.2% of materials could only be detected using infrared photography and not through visual photography. Bloodstain could be detected on most fabrics composed of 100% polyester, 100% cotton and 100% wool or a combination of these fibers with other types of fiber such as nylon or viscose. For other materials such as leather, tiles, wood, bricks, parquet, infrared did not improve the visibility of the bloodstains. Finally, the influence of the time of bloodstain deposition was tested over the period of 1 week and 1 month and did not reveal major differences compared to stains after 24 h drying time suggesting that time has little influence on the ability of infrared light and visual light to detect latent bloodstains.
Collapse
Affiliation(s)
- Astrid Winnepenninckx
- KU Leuven, Forensic Biomedical Sciences, Department of Imaging & Pathology, Leuven, Belgium
| | - Elke Verhoeven
- Technical and Scientific Police, Federal Judicial Police, Leuven, Belgium
| | - Steve Vermeulen
- Technical and Scientific Police, Federal Judicial Police, Leuven, Belgium
| | - Bram Bekaert
- KU Leuven, Forensic Biomedical Sciences, Department of Imaging & Pathology, Leuven, Belgium; UZ Leuven, Laboratory of Forensic Genetics, Leuven, Belgium.
| |
Collapse
|
15
|
Bakusic J, Ghosh M, Polli A, Bekaert B, Schaufeli W, Claes S, Godderis L. Role of NR3C1 and SLC6A4 methylation in the HPA axis regulation in burnout. J Affect Disord 2021; 295:505-512. [PMID: 34509065 DOI: 10.1016/j.jad.2021.08.081] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 07/23/2021] [Accepted: 08/25/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Work-related stress and burnout have become major occupational health concerns. Dysregulation of HPA axis is considered one of the central mechanisms and is potentially moderated through epigenetics. In the present study, we aim to investigate epigenetic regulation of the HPA axis in burnout, by focusing on salivary cortisol and cortisone and DNA methylation of the glucocorticoid receptor gene (NR3C1) and the serotonin transporter gene (SLC6A4). METHODS We conducted a cross-sectional study with 59 subjects with burnout and 70 healthy controls recruited from the general population. All participants underwent a clinical interview and psychological assessment. Saliva samples were collected at 0, 30 and 60 min after awakening and were used to quantify cortisol and cortisone. Pyrosequencing was performed on whole blood-derived DNA to assess DNA methylation. RESULTS There were no between-group differences in cortisol levels, whereas burnout participants had higher levels of cortisone. Job stress was associated with increased cortisol and cortisone. We observed both increased and decreased NR3C1 and SLC6A4 methylation in the burnout group compared to the control group. Some of these methylation changes correlated with burnout symptoms dimensionally. Increased methylation in a specific CpG in the SLC6A4 promoter region moderated the association between job stress and burnout. DNA methylation in this CpG was also associated with increased cortisol. In addition, average methylation of NR3C1 was negatively associated with cortisone levels. LIMITATIONS This is a cross-sectional study and therefore no conclusions on causality could be made. CONCLUSIONS We provide first evidence of changes in DNA methylation of NR3C1 and SLC6A4 in burnout, which were further associated with cortisol and cortisone. Further, increased cortisol and cortisone seemed to reflect job stress rather than burnout itself.
Collapse
Affiliation(s)
- Jelena Bakusic
- Centre for Environment and Health, Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium.
| | - Manosij Ghosh
- Centre for Environment and Health, Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium
| | - Andrea Polli
- Centre for Environment and Health, Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium; Pain in Motion (PAIN) Department, Vrije Universiteit Brussel, Brussels, Belgium
| | - Bram Bekaert
- Department of Forensic Medicine; Laboratory of Forensic Genetics and Molecular Archaeology; KU Leuven, Leuven, Belgium; Department of Imaging & Pathology, KU Leuven, Leuven, Belgium
| | - Wilmar Schaufeli
- Work, Organisational and Personnel Psychology, KU Leuven, Leuven, Belgium; Department of Psychology, Utrecht University, Utrecht, the Netherlands
| | - Stephan Claes
- Psychiatry Research Group, Department of Neuroscience, KU Leuven, Leuven, Belgium
| | - Lode Godderis
- Centre for Environment and Health, Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium; IDEWE, External Service for Prevention and Protection at Work, Heverlee, Belgium
| |
Collapse
|
16
|
Antiga LG, Sibbens L, Abakkouy Y, Decorte R, Van Den Bogaert W, Van de Voorde W, Bekaert B. Cell survival and DNA damage repair are promoted in the human blood thanatotranscriptome shortly after death. Sci Rep 2021; 11:16585. [PMID: 34400689 PMCID: PMC8368024 DOI: 10.1038/s41598-021-96095-z] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 07/30/2021] [Indexed: 11/09/2022] Open
Abstract
RNA analysis of post-mortem tissues, or thanatotranscriptomics, has become a topic of interest in forensic science due to the essential information it can provide in forensic investigations. Several studies have previously investigated the effect of death on gene transcription, but it has never been conducted with samples of the same individual. For the first time, a longitudinal mRNA expression analysis study was performed with post-mortem human blood samples from individuals with a known time of death. The results reveal that, after death, two clearly differentiated groups of up- and down-regulated genes can be detected. Pathway analysis suggests active processes that promote cell survival and DNA damage repair, rather than passive degradation, are the source of early post-mortem changes of gene expression in blood. In addition, a generalized linear model with an elastic net restriction predicted post-mortem interval with a root mean square error of 4.75 h. In conclusion, we demonstrate that post-mortem gene expression data can be used as biomarkers to estimate the post-mortem interval though further validation using independent sample sets is required before use in forensic casework.
Collapse
Affiliation(s)
- Laura G Antiga
- Forensic Biomedical Sciences, Department of Imaging and Pathology, KU Leuven, Herestraat 49, Box 7003 71, 3000, Leuven, Belgium
- Department of Experimental and Health Sciences (CEXS), University Pompeu Fabra (UPF), Barcelona, Spain
| | - Lode Sibbens
- Forensic Biomedical Sciences, Department of Imaging and Pathology, KU Leuven, Herestraat 49, Box 7003 71, 3000, Leuven, Belgium
| | - Yasmina Abakkouy
- Forensic Biomedical Sciences, Department of Imaging and Pathology, KU Leuven, Herestraat 49, Box 7003 71, 3000, Leuven, Belgium
| | - Ronny Decorte
- Forensic Biomedical Sciences, Department of Imaging and Pathology, KU Leuven, Herestraat 49, Box 7003 71, 3000, Leuven, Belgium
- Laboratory of Forensic Genetics, UZ Leuven, 3000, Leuven, Belgium
| | - Wouter Van Den Bogaert
- Forensic Biomedical Sciences, Department of Imaging and Pathology, KU Leuven, Herestraat 49, Box 7003 71, 3000, Leuven, Belgium
- Laboratory of Forensic Genetics, UZ Leuven, 3000, Leuven, Belgium
| | - Wim Van de Voorde
- Forensic Biomedical Sciences, Department of Imaging and Pathology, KU Leuven, Herestraat 49, Box 7003 71, 3000, Leuven, Belgium
- Laboratory of Forensic Genetics, UZ Leuven, 3000, Leuven, Belgium
| | - Bram Bekaert
- Forensic Biomedical Sciences, Department of Imaging and Pathology, KU Leuven, Herestraat 49, Box 7003 71, 3000, Leuven, Belgium.
- Laboratory of Forensic Genetics, UZ Leuven, 3000, Leuven, Belgium.
| |
Collapse
|
17
|
Bekaert B, Boel A, Popovic M, Stamatiadis P, Chuva de Sousa Lopes SM, De Sutter P, Menten B, Stoop D, Coucke P, Heindryckx B. O-090 Correcting a PLCζ mutation in the human germ line to overcome hereditary infertility. Hum Reprod 2021. [DOI: 10.1093/humrep/deab125.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Study question
Can clustered regularly interspaced short palindromic repeats (CRISPR)/Cas9 gene editing result in the correction of a single base pair substitution that causes male infertility?
Summary answer
CRISPR/Cas9 administration during intracytoplasmic sperm injection (ICSI) leads to correction attempts of mutant phospholipase C zeta (PLCζ), howeverc loss-of-heterozygosity (LOH).
What is known already
Failed fertilization after ICSI can be caused by mutations in the sperm-related oocyte factor PLCζ which can be overcome by assisted oocyte activation (AOA). In this way, children may inherit the infertility-causing mutation. Mutation transmission can be overcome through CRISPR/Cas9 delivery during ICSI. In previous studies using CRISPR/Cas9 in the human germline for mutation correction, loss-of-heterozygosity (LOH, loss of the allele of one of the parents) was observed. Two different explanations were given, namely partial or complete paternal chromosomal loss or the correction of the mutation by using the maternal wild-type allele instead of the exogeneous supplied repair template.
Study design, size, duration
We injected a gRNA-Cas9 protein complex to target the PLCζ mutant allele, a repair template harboring the desired nucleotide substitution and an additional synonymous variant to track template usage, together with patient’s sperm. To overcome fertilization failure, AOA was applied during ICSI. After a culture period of maximal 6 days the embryos were collected. At day 3, some embryos were dissociated in individual blastomeres. The extracted DNA was analyzed through different genetic sequencing techniques.
Participants/materials, setting, methods
Donated sperm of a patient experiencing complete fertilization failure after routine ICSI, harboring a heterozygous base pair substitution in PLCZ1 (c.136-1G>C), was utilized. Sperm was injected in donated in vitro matured oocytes or in vivo matured oocytes containing clusters of smooth endoplasmic reticulum. Next-generation sequencing was used to assess correction potential. Short tandem repeat (STR) and single nucleotide polymorphism (SNP) assays were used to determine whether the sperm contained the mutation and to evaluate LOH.
Main results and the role of chance
CRISPR/Cas9 injections had no significant impact (p > 0.05) on embryonic development. Due to the heterozygous nature of the mutation, 47% (27/58) of the embryos originated from mutated sperm injection. The CRISPR components showed a high specificity with absence of insertions/deletions in 97% of the embryos originating from wild-type sperm (n = 31). Embryos originating from mutant sperm (n = 27) fall into three categories:(1) 22% showed the untargeted mutant allele, (2) 52% showed additional mutagenesis and (3) 26% showed the wild-type allele, which could be explained by correction. Mosaicism, defined as various editing events, was present in 17% (1), 21% (2) and 71% (3) of the embryos. The low occurrence of the synonymous variant, incorporated in the repair template, suggests that the template is not used during correction attempts. In only 29% (2/7) and 14% (1/7) of the ‘corrected embryos’, respectively long (>18Mb) or medium width LOH (4Mb) was observed through STR analysis. SNP analysis in closer proximity showed in 71% (5/7) of the embryos LOH, even in the absence of LOH through STR, suggesting also the occurrence of short width LOH. These results will be studied in more detail before definitive conclusions can be made. Chromosomal LOH will be studied by ddRADseq.
Limitations, reasons for caution
The occurrence of mosaicism and LOH might complicate the use of traditional CRISPR/Cas9 in human embryos and should be studied in detail to draw definite conclusions on its potential future use. To this end, genomic data have been produced from both individual blastomeres and whole-embryos which will be further analyzed.
Wider implications of the findings
Our findings demonstrate caution to use CRISPR/Cas9 to correct mutations in the germ line. They seem to contradict other reports that show predominant lack of mosaicism and presence of long width LOH. A deeper evaluation will be undertaken to define the length and type of LOH in this study.
Trial registration number
Not Applicable
Collapse
Affiliation(s)
- B Bekaert
- UGhent, Department of Human structure and repair, Ghent, Belgium
| | - A Boel
- UGhent, Department of Human structure and repair, Ghent, Belgium
| | - M Popovic
- UGhent, Department of Human structure and repair, Ghent, Belgium
| | - P Stamatiadis
- UGhent, Department of Human structure and repair, Ghent, Belgium
| | | | - P De Sutter
- UGhent, Department of Human structure and repair, Ghent, Belgium
| | - B Menten
- UGhent, Department of Biomolecular Medicine, Ghent, Belgium
| | - D Stoop
- UGhent, Department of Human structure and repair, Ghent, Belgium
| | - P Coucke
- UGhent, Department of Biomolecular Medicine, Ghent, Belgium
| | - B Heindryckx
- UGhent, Department of Human structure and repair, Ghent, Belgium
| |
Collapse
|
18
|
Bakusic J, Vrieze E, Ghosh M, Pizzagalli DA, Bekaert B, Claes S, Godderis L. Interplay of Val66Met and BDNF methylation: effect on reward learning and cognitive performance in major depression. Clin Epigenetics 2021; 13:149. [PMID: 34325733 PMCID: PMC8323304 DOI: 10.1186/s13148-021-01136-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 07/16/2021] [Indexed: 12/02/2022] Open
Abstract
Background There is a growing interest in the role of brain-derived neurotrophic factor (BDNF) in major depressive disorder (MDD). BDNF potentially exhibits opposite effects in the pathways linked to anhedonia and reward learning on the one hand and cognitive performance, on the other hand. However, the epigenetic mechanisms behind this remain unknown. In the present study, we aimed to investigate the interplay of DNA methylation of different BDNF exons and the common Val66Met polymorphism on anhedonia, reward learning and cognitive performance in MDD. Methods We recruited 80 depressed patients and 58 age- and gender-matched healthy controls. Participants underwent clinical assessment including neuropsychological testing and a probabilistic reward task to assess reward learning. Val66Met polymorphism and DNA methylation of BDNF promoters I, IV and exon IX were assessed from whole blood derived DNA, using pyrosequencing. Results BDNF promoter I methylation was lower in MDD patients (p = 0.042) and was negatively associated with self-reported anhedonia. In depressed patients, both Val66Met polymorphism and DNA methylation of promoter I were significantly associated with reward bias (p < 0.050 and p = 0.040, respectively), without an interaction effect. On the other hand, methylation of exon IX had a negative impact on executive functioning (p = 0.002) and mediated the effect of Val66Met on this outcome in patients with MDD. Conclusions Our results provide the first evidence of Val66Met susceptibility to differential epigenetic regulation of BDNF exons in reward learning and executive functioning in MDD, which needs to be further explored. Supplementary Information The online version contains supplementary material available at 10.1186/s13148-021-01136-z.
Collapse
Affiliation(s)
- J Bakusic
- Centre for Environment and Health, Department of Public Health and Primary Care, KU Leuven (University of Leuven), Kapucijnenvoer 35, 3000, Leuven, Belgium.
| | - E Vrieze
- Psychiatry Research Group, Department of Neuroscience, KU Leuven, Leuven, Belgium
| | - M Ghosh
- Centre for Environment and Health, Department of Public Health and Primary Care, KU Leuven (University of Leuven), Kapucijnenvoer 35, 3000, Leuven, Belgium
| | - D A Pizzagalli
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - B Bekaert
- Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archaeology, KU Leuven, Leuven, Belgium.,Department of Imaging & Pathology, KU Leuven, Leuven, Belgium
| | - S Claes
- Psychiatry Research Group, Department of Neuroscience, KU Leuven, Leuven, Belgium
| | - L Godderis
- Centre for Environment and Health, Department of Public Health and Primary Care, KU Leuven (University of Leuven), Kapucijnenvoer 35, 3000, Leuven, Belgium.,IDEWE, External Service for Prevention and Protection at Work, Heverlee, Belgium
| |
Collapse
|
19
|
De Smet M, Ramaekers K, Verhoeven E, Vermeulen S, Bekaert B. Influence of ink and smoke ATM security systems on dactyloscopy and subsequent DNA analysis after detonation. Forensic Sci Int Genet 2021; 54:102540. [PMID: 34111720 DOI: 10.1016/j.fsigen.2021.102540] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 05/04/2021] [Accepted: 05/25/2021] [Indexed: 11/28/2022]
Abstract
Automated Teller Machine bombings are an increasing societal problem that are often committed using Improvised Explosive Devices. The evolution in IEDs and the negative consequences for society require new security measures to prevent these crimes. Ink staining and security smoke devices are added to cash cassettes, in order to protect ATMs and prevent ATM bombings. Traces found at crime scenes, such as fingerprints and DNA, can contribute to the identification of perpetrators. However, the effect of ink staining and security smoke devices on dactyloscopy and DNA profiling is still unknown. In the current study, we demonstrate that procedures using Citrus Cleaner or sulfosalicylic acid were successful in removing ink and security smoke deposited on plastic plates but did result in the massive loss of fingerprint information as only a low number (4%) of good quality fingerprints were recovered after smoke contamination. Secondly, security ink Sun Blue ES2, but not SICPA Green and Sun Blue ES1, had a significant impact on DNA profiling success. DNA concentrations obtained from blood spiked swabs decreased with increasing ink concentration resulting in a complete loss of genotype information with the addition of ≥10 μl Sun Blue ES2. No noticeable PCR inhibition or DNA degradation was detected during quantification, but a decreased efficiency of DNA extraction could not be excluded. Security smoke, on the other hand, does not seem to have a significant influence on DNA analysis. Precautions must therefore be taken in order to avoid contaminating DNA swabs with ink during sampling. Thirdly, only a single negative impression of a glove in ink and a single glove print were able to be visualized with white fingerprint powder on detonated cash cassettes. In conclusion, the detection of glove prints and fingerprints is limited and security ink, contrary to smoke, after detonation can have a negative influence on downstream DNA analysis procedures.
Collapse
Affiliation(s)
- Margot De Smet
- KU Leuven - University of Leuven, Department of Imaging and Pathology, Leuven, Belgium
| | - Kato Ramaekers
- KU Leuven - University of Leuven, Department of Imaging and Pathology, Leuven, Belgium
| | - Elke Verhoeven
- Technical and Scientific Police, Federal Judicial Police, Leuven, Belgium
| | - Steve Vermeulen
- Technical and Scientific Police, Federal Judicial Police, Leuven, Belgium
| | - Bram Bekaert
- KU Leuven - University of Leuven, Department of Imaging and Pathology, Leuven, Belgium; KU Leuven - University of Leuven, University Hospitals Leuven, Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archaeology, Leuven, Belgium.
| |
Collapse
|
20
|
Stamatiadis P, Boel A, Cosemans G, Popovic M, Bekaert B, Guggilla R, Tang M, De Sutter P, Van Nieuwerburgh F, Menten B, Stoop D, Chuva de Sousa Lopes SM, Coucke P, Heindryckx B. Comparative analysis of mouse and human preimplantation development following POU5F1 CRISPR/Cas9 targeting reveals interspecies differences. Hum Reprod 2021; 36:1242-1252. [PMID: 33609360 DOI: 10.1093/humrep/deab027] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 01/14/2021] [Indexed: 12/26/2022] Open
Abstract
STUDY QUESTION What is the role of POU class 5 homeobox 1 (POU5F1) in human preimplantation development and how does it compare with the mouse model? SUMMARY ANSWER POU5F1 is required for successful development of mouse and human embryos to the blastocyst stage as knockout embryos exhibited a significantly lower blastocyst formation rate, accompanied by lack of inner cell mass (ICM) formation. WHAT IS KNOWN ALREADY Clustered regularly interspaced short palindromic repeats-CRISPR associated genes (CRISPR-Cas9) has previously been used to examine the role of POU5F1 during human preimplantation development. The reported POU5F1-targeted blastocysts always retained POU5F1 expression in at least one cell, because of incomplete CRISPR-Cas9 editing. The question remains of whether the inability to obtain fully edited POU5F1-targeted blastocysts in human results from incomplete editing or the actual inability of these embryos to reach the blastocyst stage. STUDY DESIGN, SIZE, DURATION The efficiency of CRISPR-Cas9 to induce targeted gene mutations was first optimized in the mouse model. Two CRISPR-Cas9 delivery methods were compared in the B6D2F1 strain: S-phase injection (zygote stage) (n = 135) versus metaphase II-phase (M-phase) injection (oocyte stage) (n = 23). Four control groups were included: non-injected media-control zygotes (n = 43)/oocytes (n = 48); sham-injected zygotes (n = 45)/oocytes (n = 47); Cas9-protein injected zygotes (n = 23); and Cas9 protein and scrambled guide RNA (gRNA)-injected zygotes (n = 27). Immunofluorescence analysis was performed in Pou5f1-targeted zygotes (n = 37), media control zygotes (n = 19), and sham-injected zygotes (n = 15). To assess the capacity of Pou5f1-null embryos to develop further in vitro, additional groups of Pou5f1-targeted zygotes (n = 29) and media control zygotes (n = 30) were cultured to postimplantation stages (8.5 dpf). Aiming to identify differences in developmental capacity of Pou5f1-null embryos attributed to strain variation, zygotes from a second mouse strain-B6CBA (n = 52) were targeted. Overall, the optimized methodology was applied in human oocytes following IVM (metaphase II stage) (n = 101). The control group consisted of intracytoplasmically sperm injected (ICSI) IVM oocytes (n = 33). Immunofluorescence analysis was performed in human CRISPR-injected (n = 10) and media control (n = 9) human embryos. PARTICIPANTS/MATERIALS, SETTING, METHODS A gRNA-Cas9 protein mixture targeting exon 2 of Pou5f1/POU5F1 was microinjected in mouse oocytes/zygotes or human IVM oocytes. Reconstructed embryos were cultured for 4 days (mouse) or 6.5 days (human) in sequential culture media. An additional group of mouse-targeted zygotes was cultured to postimplantation stages. Embryonic development was assessed daily, with detailed scoring at late blastocyst stage. Genomic editing was assessed by immunofluorescence analysis and next-generation sequencing. MAIN RESULTS AND THE ROLE OF CHANCE Genomic analysis in mouse revealed very high editing efficiencies with 95% of the S-Phase and 100% of the M-Phase embryos containing genetic modifications, of which 89.47% in the S-Phase and 84.21% in the M-Phase group were fully edited. The developmental capacity was significantly compromised as only 46.88% embryos in the S-Phase and 19.05% in the M-Phase group reached the blastocyst stage, compared to 86.36% in control M-Phase and 90.24% in control S-Phase groups, respectively. Immunofluorescence analysis confirmed the loss of Pou5f1 expression and downregulation of the primitive marker SRY-Box transcription factor (Sox17). Our experiments confirmed the requirement of Pou5f1 expression for blastocyst development in the second B6CBA strain. Altogether, our data obtained in mouse reveal that Pou5f1 expression is essential for development to the blastocyst stage. M-Phase injection in human IVM oocytes (n = 101) similarly resulted in 88.37% of the POU5F1-targeted embryos being successfully edited. The developmental capacity of generated embryos was compromised from the eight-cell stage onwards. Only 4.55% of the microinjected embryos reached the late blastocyst stage and the embryos exhibited complete absence of ICM and an irregular trophectoderm cell layer. Loss of POU5F1 expression resulted in absence of SOX17 expression, as in mouse. Interestingly, genetic mosaicism was eliminated in a subset of targeted human embryos (9 out of 38), three of which developed into blastocysts. LIMITATIONS, REASONS FOR CAUTION One of the major hurdles of CRISPR-Cas9 germline genome editing is the occurrence of mosaicism, which may complicate phenotypic analysis and interpretation of developmental behavior of the injected embryos. Furthermore, in this study, spare IVM human oocytes were used, which may not recapitulate the developmental behavior of in vivo matured oocytes. WIDER IMPLICATIONS OF THE FINDINGS Comparison of developmental competency following CRISPR-Cas-mediated gene targeting in mouse and human may be influenced by the selected mouse strain. Gene targeting by CRISPR-Cas9 is subject to variable targeting efficiencies. Therefore, striving to reduce mosaicism can provide novel molecular insights into mouse and human embryogenesis. STUDY FUNDING/COMPETING INTEREST(S) The research was funded by the Ghent University Hospital and Ghent University and supported by the FWO-Vlaanderen (Flemish fund for scientific research, Grant no. G051516N), and Hercules funding (FWO.HMZ.2016.00.02.01). The authors declare no competing interests. TRIAL REGISTRATION NUMBER N/A.
Collapse
Affiliation(s)
- P Stamatiadis
- Ghent-Fertility and Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, 9000 Ghent, Belgium
| | - A Boel
- Ghent-Fertility and Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, 9000 Ghent, Belgium
| | - G Cosemans
- Ghent-Fertility and Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, 9000 Ghent, Belgium
| | - M Popovic
- Ghent-Fertility and Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, 9000 Ghent, Belgium
| | - B Bekaert
- Ghent-Fertility and Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, 9000 Ghent, Belgium
| | - R Guggilla
- Ghent-Fertility and Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, 9000 Ghent, Belgium
| | - M Tang
- Ghent-Fertility and Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, 9000 Ghent, Belgium
| | - P De Sutter
- Ghent-Fertility and Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, 9000 Ghent, Belgium
| | - F Van Nieuwerburgh
- Laboratory of Pharmaceutical Biotechnology, Ghent University, 9000 Ghent, Belgium
| | - B Menten
- Center for Medical Genetics, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium
| | - D Stoop
- Ghent-Fertility and Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, 9000 Ghent, Belgium
| | - S M Chuva de Sousa Lopes
- Ghent-Fertility and Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, 9000 Ghent, Belgium.,Department of Anatomy and Embryology, Leiden University Medical Centre, Leiden, 2333 ZC, the Netherlands
| | - P Coucke
- Center for Medical Genetics, Department of Biomolecular Medicine, Ghent University Hospital, 9000 Ghent, Belgium
| | - B Heindryckx
- Ghent-Fertility and Stem cell Team (G-FaST), Department for Reproductive Medicine, Ghent University Hospital, 9000 Ghent, Belgium
| |
Collapse
|
21
|
Bakusic J, Vrieze E, Ghosh M, Bekaert B, Claes S, Godderis L. Increased methylation of NR3C1 and SLC6A4 is associated with blunted cortisol reactivity to stress in major depression. Neurobiol Stress 2020; 13:100272. [PMID: 33344725 PMCID: PMC7739183 DOI: 10.1016/j.ynstr.2020.100272] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 10/30/2020] [Accepted: 11/16/2020] [Indexed: 12/15/2022] Open
Abstract
Background Epigenetic changes are considered the main mechanisms behind the interplay of environment and genetic susceptibility in major depressive disorder (MDD). However, studies focusing on epigenetic dysregulation of the HPA axis stress response in MDD are lacking. Our objective was to simultaneously asses DNA methylation of the glucocorticoid receptor gene (NR3C1) and serotonin transporter gene (SLC6A4) and HPA axis response to stress in MDD. Methods We recruited 80 depressed inpatients and 58 gender and age matched healthy controls. All participants underwent the Trier Social Stress Test (TSST) and salivary cortisol was repeatedly measured to assess HPA axis reactivity. DNA methylation of the NR3C1 (exon 1 F) and SLC6A4 CpG islands was quantified from whole blood DNA. In the MDD group, clinical assessment was repeated at 8-week follow-up to test the predictive potential of DNA methylation for symptom improvement. Results Depressed patients had blunted cortisol reactivity to TSST compared to healthy controls (p = 0.01). In addition, they presented with increased average SLC6A4 (p = 0.003) and NR3C1 methylation (p = 0.03), as well as methylation of two individual NR3C1 CpG loci overlapping with the NGFI-A-binding sites (CpG12 and CpG20). Methylation of one of these two loci (CpG20) predicted lower symptom improvement at the follow-up (p = 0.007). Both, average NR3C1 and SLC6A4 methylation were associated with lower cortisol reactivity in the MDD group and explained about 16% of variability in cortisol response to TSST. Conclusions We provide evidence of the role of NR3C1 and SLC6A4 DNA methylation in HPA axis dysregulation in MDD, which needs to be further explored.
Collapse
Affiliation(s)
| | - Elske Vrieze
- Psychiatry Research Group, Department of Neuroscience, KU Leuven, Belgium
| | | | - Bram Bekaert
- Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archaeology, KU Leuven, Leuven, Belgium.,Department of Imaging & Pathology, KU Leuven, Leuven, Belgium
| | - Stephan Claes
- Psychiatry Research Group, Department of Neuroscience, KU Leuven, Belgium
| | - Lode Godderis
- Environment and Health, KU Leuven, Belgium.,IDEWE, External Service for Prevention and Protection at Work, Heverlee, Belgium
| |
Collapse
|
22
|
Bakusic J, Ghosh M, Polli A, Bekaert B, Schaufeli W, Claes S, Godderis L. Epigenetic perspective on the role of brain-derived neurotrophic factor in burnout. Transl Psychiatry 2020; 10:354. [PMID: 33077716 PMCID: PMC7573604 DOI: 10.1038/s41398-020-01037-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 09/11/2020] [Accepted: 10/01/2020] [Indexed: 11/09/2022] Open
Abstract
Brain-derived neurotrophic factor (BDNF) plays a potential role in the neurobiology of burnout, but there are no studies investigating the underlying genetic and epigenetic mechanisms. Our aim is to further explore the role of BDNF in burnout, by focusing on the Val66Met polymorphism and methylation patterns of the BDNF gene and serum BDNF (sBDNF) protein expression. We conducted a cross-sectional study by recruiting 129 individuals (59 with burnout and 70 healthy controls). Participants underwent a clinical interview, psychological assessment and blood sample collection. Polymorphism and DNA methylation were measured on DNA from whole blood, using pyrosequencing and sBDNF levels were measured using ELISA. We found significantly increased methylation of promoter I and IV in the burnout group, which also correlated with burnout symptoms. In addition, DNA methylation of promoter I had a significant negative effect on sBDNF. For DNA methylation of exon IX, we did not find a significant difference between the groups, nor associations with sBDNF. The Val66Met polymorphism neither differed between groups, nor was it associated with sBDNF levels. Finally, we did not observe differences in sBDNF level between the groups. Interestingly, we observed a significant negative association between depressive symptoms and sBDNF levels. The current study is the first to show that BDNF DNA methylation changes might play an important role in downregulation of the BDNF protein levels in burnout. The presence of depressive symptoms might have an additional impact on these changes.
Collapse
Affiliation(s)
- Jelena Bakusic
- Centre for Environment and Health, Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium.
| | - Manosij Ghosh
- grid.5596.f0000 0001 0668 7884Centre for Environment and Health, Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium
| | - Andrea Polli
- grid.5596.f0000 0001 0668 7884Centre for Environment and Health, Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium ,grid.8767.e0000 0001 2290 8069Pain in Motion research group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy, Vrije Universiteit Brussel, Brussels, Belgium
| | - Bram Bekaert
- grid.5596.f0000 0001 0668 7884Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archaeology; KU Leuven, Leuven, Belgium
| | - Wilmar Schaufeli
- grid.5596.f0000 0001 0668 7884Work, Organisational and Personnel Psychology, KU Leuven, Leuven, Belgium
| | - Stephan Claes
- grid.5596.f0000 0001 0668 7884Psychiatry Research Group, Department of Neuroscience, KU Leuven, Leuven, Belgium
| | - Lode Godderis
- grid.5596.f0000 0001 0668 7884Centre for Environment and Health, Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium ,IDEWE, External Service for Prevention and Protection at Work, Heverlee, Belgium
| |
Collapse
|
23
|
Polli A, Ghosh M, Bakusic J, Ickmans K, Monteyne D, Velkeniers B, Bekaert B, Godderis L, Nijs J. DNA Methylation and Brain-Derived Neurotrophic Factor Expression Account for Symptoms and Widespread Hyperalgesia in Patients With Chronic Fatigue Syndrome and Comorbid Fibromyalgia. Arthritis Rheumatol 2020; 72:1936-1944. [PMID: 32562379 DOI: 10.1002/art.41405] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 06/07/2020] [Indexed: 12/16/2022]
Abstract
OBJECTIVE The epigenetics of neurotrophic factors holds the potential to unravel the mechanisms underlying the pathophysiology of complex conditions such as chronic fatigue syndrome (CFS). This study was undertaken to explore the role of brain-derived neurotrophic factor (BDNF) genetics, epigenetics, and protein expression in patients with both CFS and comorbid fibromyalgia (CFS/FM). METHODS A repeated-measures study was conducted in 54 participants (28 patients with CFS/FM and 26 matched healthy controls). Participants underwent a comprehensive assessment, including questionnaires, sensory testing, and blood withdrawal. Serum BDNF (sBDNF) protein levels were measured using enzyme-linked immunosorbent assay, while polymorphism and DNA methylation were measured in blood using pyrosequencing technology. To assess the temporal stability of the measures, participants underwent the same assessment twice within 4 days. RESULTS Repeated-measures mixed linear models were used for between-group analysis, with mean differences and 95% confidence intervals (95% CIs) shown. Compared to controls, serum BNDF was higher in patients with CFS/FM (F = 15.703; mean difference 3.31 ng/ml [95% CI 1.65, 4.96]; P = 0.001), whereas BDNF DNA methylation in exon 9 was lower (F = 7.543; mean difference -2.16% [95% CI -3.93, -0.83]; P = 0.007). BDNF DNA methylation was mediated by the Val66Met (rs6265) polymorphism. Lower methylation in the same region predicted higher sBDNF levels (F = 7.137, β = -0.408 [95% CI -0.711, -0.105]; P = 0.009), which in turn predicted participants' symptoms (F = 14.410, β = 3.747 [95% CI 1.79, 5.71]; P = 0.001) and widespread hyperalgesia (F = 4.147, β = 0.04 [95% CI 0.01, 0.08]; P = 0.044). CONCLUSION Our findings indicate that sBDNF levels are elevated in patients with CFS/FM and that BDNF methylation in exon 9 accounts for the regulation of protein expression. Altered BDNF levels might represent a key mechanism explaining CFS/FM pathophysiology.
Collapse
Affiliation(s)
- Andrea Polli
- Vrije Universiteit Brussel, Brussels, Belgium, Katholieke Universiteit Leuven, Leuven, Belgium, and Scientific Research Foundation, Flanders, Belgium
| | - Manosij Ghosh
- Katholieke Universiteit Leuven, Leuven, Belgium, and Scientific Research Foundation, Flanders, Belgium
| | | | - Kelly Ickmans
- Vrije Universiteit Brussel and University Hospital Brussels, Brussels, Belgium, and Scientific Research Foundation, Flanders, Belgium
| | | | | | - Bram Bekaert
- University Hospitals Leuven, and Katholieke Universiteit Leuven, Leuven, Belgium
| | - Lode Godderis
- Katholieke Universiteit Leuven, Leuven, Belgium, and External Service for Prevention and Protection at Work, IDEWE, Heverlee, Belgium
| | - Jo Nijs
- Vrije Universiteit Brussel, Brussels, Belgium, and University Hospital Brussels, Brussels, Belgium
| |
Collapse
|
24
|
Chubar V, Luyten P, Goossens L, Bekaert B, Bleys D, Soenens B, Claes S. The link between parental psychological control, depressive symptoms and epigenetic changes in the glucocorticoid receptor gene (NR3C1). Physiol Behav 2020; 227:113170. [PMID: 32956684 DOI: 10.1016/j.physbeh.2020.113170] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 08/20/2020] [Accepted: 09/09/2020] [Indexed: 12/22/2022]
Abstract
AIMS This paper examines the relationship between parental Psychological Control (PC) and depressive symptoms in adolescents and assesses whether this relationship was mediated by DNA methylation, focusing on the glucocorticoid receptor gene (NR3C1), which plays a crucial role in HPA-axis functioning and is linked to environmental stress and depression. This is among the very few studies that looked at the relation between DNA methylation, environmental stress and depression in family trios. METHODS The study cohort consisted of 250 families: father, mother and a biologically related adolescent (adolescents (48.9% boys), mean age: 15.14, SD= 1.9; mean age mothers: 45.83, SD= 4.2; mean age fathers: 47.77, SD= 4.7). Depressive symptoms and PC were measured in adolescents and in both parents. DNA methylation levels in NR3C1 were examined in all participants. RESULTS Depressive symptoms in adolescents were predicted by PC of both mothers and fathers. Moreover, maternal depressive symptoms were associated with maternal PC, and fathers' depressive symptoms and PC. In fathers, only the level of their self-reported PC was associated with their depressive symptoms. There was no relation between adolescents' DNA methylation and depressive symptoms or the level of parental PC. Yet, there was a significant association between maternal depressive symptoms and maternal epigenetic patterns in NR3C1. CONCLUSIONS These findings highlight the need for more research in order to better understand the biological and contextual mechanisms through which parenting and parental emotional well-being is related to the development of psychopathology.
Collapse
Affiliation(s)
- V Chubar
- KU Leuven, Mind-Body Research Group, Department of Neuroscience, B-3000 Leuven, Belgium.
| | - P Luyten
- KU Leuven, Faculty of Psychology and Educational Sciences, B-3000 Leuven, Belgium; University College London, Research Department of Clinical, Educational and Health Psychology, London, UK
| | - L Goossens
- KU Leuven, School Psychology and Child and Adolescent Development Research Unit, Faculty of Psychology and Educational Sciences, KU Leuven, B-3000 Leuven, Belgium
| | - B Bekaert
- KU Leuven, University Hospitals Leuven, Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archaeology, B-3000 Leuven, Belgium; KU Leuven, Department of Imaging and Pathology, B-3000 Leuven, Belgium
| | - D Bleys
- KU Leuven, Faculty of Psychology and Educational Sciences, B-3000 Leuven, Belgium
| | - B Soenens
- Ghent university, Department of Developmental, Personality and Social Psychology, Ghent, Belgium
| | - S Claes
- KU Leuven, Mind-Body Research Group, Department of Neuroscience, B-3000 Leuven, Belgium; KU Leuven, University Psychiatric Center KU Leuven, B-3000 Leuven, Belgium
| |
Collapse
|
25
|
Mansour H, Sperhake JP, Bekaert B, Krebs O, Friedrich P, Fuhrmann A, Püschel K. New aspects of dental implants and DNA technology in human identification. Forensic Sci Int 2019; 302:109926. [PMID: 31444040 DOI: 10.1016/j.forsciint.2019.109926] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 07/11/2019] [Accepted: 08/05/2019] [Indexed: 01/29/2023]
Abstract
Missing, ineligible or delayed reference data to establish conventional dental or DNA identification are common scenarios in forensic practice. Therefore, it is worthwhile to explore new avenues that facilitate human identification. Due to the recent remarkable evolution in the prosthetic dental restorations based on dental implants and the emergence of novel DNA technologies utilized to infer the biological profile, the identification process has become easier than ever before. We report on a characteristic case, which highlights the particular importance of dental implants and DNA approaches in the prospective investigations for human identification. The aim of this publication is to focus on the possibility of identifying the batch numbers, even if they were not engraved in dental implants, making antemortem dental records of dental implants more easily accessible to establish a comparative dental identification. In addition, the reported case presents the supplementary data yielded through estimating the epigenetic age using DNA methylation as well as the biogeographical origin using Y-Haplotype and mitochondrial DNA analyses. Our results demonstrate that expanded oral implant investigations that also include implants extraction and comprehensive microscopic measurements can lead to identifying their batch numbers despite the numerous number of implants systems manufactured and distributed worldwide. Data saved by dental implant manufacturers can be very supportive and represent additional reference data for dental identification, when antemortem dental records are still missing. Furthermore, DNA methylation and mitochondrial DNA analyses can support the progress of investigation.
Collapse
Affiliation(s)
- Hussam Mansour
- University Medical Center Hamburg-Eppendorf, Institute of Legal Medicine, Butenfeld34, 22529 Hamburg, Germany.
| | - Jan Peter Sperhake
- University Medical Center Hamburg-Eppendorf, Institute of Legal Medicine, Butenfeld34, 22529 Hamburg, Germany.
| | - Bram Bekaert
- KU Leuven - University of Leuven, Department of Imaging & Pathology, Campus St-Rafaël, Kapucijnenvoer 33, Leuven, Belgium; KU-Leuven - University of Leuven, University Hospitals Leuven, Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archeology, Campus St-Rafaël, Kapucijnenvoer 33, Leuven, Belgium.
| | - Oliver Krebs
- University Medical Center Hamburg-Eppendorf, Institute of Legal Medicine, Butenfeld34, 22529 Hamburg, Germany.
| | - Peter Friedrich
- State Criminal Investigation Department of the City of Hamburg (LKA 41), Bruno-Georges-Platz 1, 22297 Hamburg, Germany.
| | - Andreas Fuhrmann
- University Medical Center Hamburg-Eppendorf, Institute of Legal Medicine, Butenfeld34, 22529 Hamburg, Germany.
| | - Klaus Püschel
- University Medical Center Hamburg-Eppendorf, Institute of Legal Medicine, Butenfeld34, 22529 Hamburg, Germany.
| |
Collapse
|
26
|
Pauwels S, Symons L, Vanautgaerden EL, Ghosh M, Duca RC, Bekaert B, Freson K, Huybrechts I, Langie SAS, Koppen G, Devlieger R, Godderis L. The Influence of the Duration of Breastfeeding on the Infant's Metabolic Epigenome. Nutrients 2019; 11:E1408. [PMID: 31234503 PMCID: PMC6628078 DOI: 10.3390/nu11061408] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Revised: 05/29/2019] [Accepted: 06/17/2019] [Indexed: 12/21/2022] Open
Abstract
Nutrition in the postnatal period is associated with metabolic programming. One of the presumed underlying mechanisms involves epigenetic modifications (e.g., DNA methylation). Breastfeeding has an unknown impact on DNA methylation at a young age. Within the Maternal Nutrition and Offspring's Epigenome (MANOE) study, we assessed the effect of breastfeeding duration on infant growth and buccal methylation in obesity-related genes (n = 101). A significant difference was found between infant growth and buccal RXRA and LEP methylation at 12 months of breastfeeding. For RXRA CpG2 methylation, a positive association was found with duration of breastfeeding (slope = 0.217; 95% confidence interval (CI) 1.03, 0.330; p < 0.001). For RXRA CpG3 and CpG, mean methylation levels were significantly lower when children were breastfed for 4-6 months compared to non-breastfed children (only CpG3), and those breastfed for 7-9 months, 10-12 months, or 1-3 months. On the other hand, higher LEP CpG3 methylation was observed when mothers breastfed 7-9 months (6.1%) as compared to breastfeeding for 1-3 months (4.3%; p = 0.007) and 10-12 months (4.6%; p = 0.04). In addition, we observed that infant weight was significantly lower when children were breastfed for 10-12 months. Breastfeeding duration was associated with epigenetic variations in RXRA and LEP at 12 months and with infant biometry/growth. Our results support the hypothesis that breastfeeding could induce epigenetic changes in infants.
Collapse
Affiliation(s)
- Sara Pauwels
- Department of Public Health and Primary Care, Environment and Health, KU Leuven-University of Leuven, 3000 Leuven, Belgium.
- VITO-Health, 2400 Mol, Belgium.
| | - Lin Symons
- Department of Public Health and Primary Care, Environment and Health, KU Leuven-University of Leuven, 3000 Leuven, Belgium.
| | - Eva-Lynn Vanautgaerden
- Department of Public Health and Primary Care, Environment and Health, KU Leuven-University of Leuven, 3000 Leuven, Belgium.
| | - Manosij Ghosh
- Department of Public Health and Primary Care, Environment and Health, KU Leuven-University of Leuven, 3000 Leuven, Belgium.
| | - Radu Corneliu Duca
- Department of Public Health and Primary Care, Environment and Health, KU Leuven-University of Leuven, 3000 Leuven, Belgium.
| | - Bram Bekaert
- Department of Imaging & Pathology, KU Leuven-University of Leuven, 3000 Leuven, Belgium.
- Laboratory of Forensic Genetics and Molecular Archeology, Department of Forensic Medicine, University Hospitals Leuven, KU Leuven-University of Leuven, 3000 Leuven, Belgium.
| | - Kathleen Freson
- Center for Molecular and Vascular Biology, KU Leuven-University of Leuven, 3000 Leuven, Belgium.
| | - Inge Huybrechts
- Nutrition and Metabolism Section, International Agency for Research on Cancer, 69372 Lyon CEDEX 08, France.
| | - Sabine A S Langie
- VITO-Health, 2400 Mol, Belgium.
- Centre for Environmental Sciences, Hasselt University, 3590 Diepenbeek, Belgium.
| | | | - Roland Devlieger
- Department of Development and Regeneration, KU Leuven-University of Leuven, 3000 Leuven, Belgium.
- Department of Obstetrics and Gynecology, University Hospitals of Leuven, 3000 Leuven, Belgium.
| | - Lode Godderis
- Department of Public Health and Primary Care, Environment and Health, KU Leuven-University of Leuven, 3000 Leuven, Belgium.
- IDEWE, External Service for Prevention and Protection at Work, 3001 Heverlee, Belgium.
| |
Collapse
|
27
|
Luginbühl M, Bekaert B, Suesse S, Stöth F, Weinmann W. Detox shampoos for EtG and FAEE in hair – Results from in vitro experiments. Toxicologie Analytique et Clinique 2019. [DOI: 10.1016/j.toxac.2019.03.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
28
|
Emerce E, Ghosh M, Öner D, Duca RC, Vanoirbeek J, Bekaert B, Hoet PHM, Godderis L. Carbon Nanotube- and Asbestos-Induced DNA and RNA Methylation Changes in Bronchial Epithelial Cells. Chem Res Toxicol 2019; 32:850-860. [PMID: 30990028 DOI: 10.1021/acs.chemrestox.8b00406] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Carbon nanotubes (CNTs) are nanoscale tube-shaped carbon materials used in many industrial areas. Their fiber shape has caused concerns about their toxicity given their structural similarity with asbestos. The aim here was to elucidate the effect of CNTs and asbestos exposure on global DNA and RNA methylation and the methylation of genes associated with cell cycle, inflammation, and DNA damage processes in human lung cells. Human bronchial epithelial cells (16HBE14o-) were exposed for 24 h to 25 and 100 μg/mL CNTs (single-walled CNTs [SWCNTs] and multiwalled CNTs [MWCNTs]) and 2.5 μg/mL asbestos (chrysotile, amosite, and crocidolite). Global DNA and RNA (hydroxy)methylation to cytosines was measured by a validated liquid chromatography tandem-mass spectrometry method. Global RNA methylation to adenines was measured by a colorimetric ELISA-like assay. Gene-specific DNA methylation status at certain cytosine-phosphate-guanine (CpG) sites of cyclin-dependent kinase inhibitor 1A ( CDKN1A), serine/threonine kinase ( ATM), and TNF receptor-associated factor 2 ( TRAF2) were analyzed by using bisulfite pyrosequencing technology. Only MWCNT-exposed cells showed significant global DNA hypomethylation of cytosine and global RNA hypomethylation of adenosine. SWCNT, MWCNT, and amosite exposure decreased DNA methylation of CDKN1A. ATM methylation was affected by chrysotile, SWCNT, and MWCNT. However, SWCNT exposure led to DNA hypermethylation of TRAF2. These findings contribute to further understanding of the effect of CNTs on different carcinogenic pathways.
Collapse
Affiliation(s)
- Esra Emerce
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium.,Department of Toxicology, Faculty of Pharmacy , Gazi University , 06560 Ankara , Turkey
| | - Manosij Ghosh
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium
| | - Deniz Öner
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium
| | - Radu-Corneliu Duca
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium
| | - Jeroen Vanoirbeek
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium
| | - Bram Bekaert
- Forensic Biomedical Sciences, Department of Imaging and Pathology , KU Leuven - University of Leuven , 3000 Leuven , Belgium.,Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archaeology , University Hospitals Leuven , 3000 Leuven , Belgium
| | - Peter H M Hoet
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium
| | - Lode Godderis
- Department of Public Health and Primary Care, Unit of Environment and Health , KU Leuven , 3000 Leuven , Belgium.,External Service for Prevention and Protection at Work , IDEWE , B-3001 Leuven , Belgium
| |
Collapse
|
29
|
Ghosh M, Öner D, Bové H, Moisse M, Boeckx B, Duca R, Vanoirbeek J, Ameloot M, Bekaert B, Lambrechts D, Godderis L, Hoet P. Single-walled and multi-walled carbon nanotubes induce epigenetic alterations in association with the nuclear deposition in 16 HBE cells. Toxicol Lett 2018. [DOI: 10.1016/j.toxlet.2018.06.918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
|
30
|
Smeers I, Decorte R, Van de Voorde W, Bekaert B. Evaluation of three statistical prediction models for forensic age prediction based on DNA methylation. Forensic Sci Int Genet 2018; 34:128-133. [DOI: 10.1016/j.fsigen.2018.02.008] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Revised: 12/27/2017] [Accepted: 02/05/2018] [Indexed: 11/15/2022]
|
31
|
Ghosh M, Öner D, Duca RC, Bekaert B, Vanoirbeek JAJ, Godderis L, Hoet PHM. Single-walled and multi-walled carbon nanotubes induce sequence-specific epigenetic alterations in 16 HBE cells. Oncotarget 2018; 9:20351-20365. [PMID: 29755656 PMCID: PMC5945544 DOI: 10.18632/oncotarget.24866] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2017] [Accepted: 03/15/2018] [Indexed: 02/06/2023] Open
Abstract
Recent studies have identified carbon nanotube (CNT)-induced epigenetic changes as one of the key players in patho-physiological response. In the present study, we investigated whether CNT exposure is associated with epigenetic changes in human bronchial epithelial cells (16 HBE), in vitro. We focused on global DNA methylation, methylation of LINE-1 elements and promoter sequence of twelve functionally important genes (SKI, DNMT1, HDAC4, NPAT, ATM, BCL2L11, MAP3K10, PIK3R2, MYO1C, TCF3, FGFR 1 and AGRN). Additionally, we studied the influence of CNT exposure on miRNA expression. Using a LC-MS/MS method and pyrosequencing for LINE-1, we observed no significant changes in global DNA methylation (%) between the concentrations of multi-walled and single-walled CNT (MWCNT and SWCNT, respectively). Significant changes in sequence-specific methylation was observed in at least one CpG site for DNMT1 (SWCNT), HDAC4 (MWCNT), NPAT/ATM (MWCNT and SWCNT), MAP3K10 (MWCNT), PIK3R2 (MWCNT and SWCNT) and MYO1C (SWCNT). While changes in DNA methylation of the genes were relatively small, these changes were associated with changes in RNA expression, especially for MWCNT. However, the study did not reveal any significant alteration in the miRNA expression, associated with MWCNT and SWCNT exposure. Based on our results, mainly MWCNT influence DNA methylation and expression of the studied genes and could have significant impact on several critical cellular processes.
Collapse
Affiliation(s)
- Manosij Ghosh
- KU Leuven, Department of Public Health and Primary Care, Centre Environment and Health, B-3000 Leuven, Belgium
| | - Deniz Öner
- KU Leuven, Department of Public Health and Primary Care, Centre Environment and Health, B-3000 Leuven, Belgium
| | - Radu C Duca
- KU Leuven, Department of Public Health and Primary Care, Centre Environment and Health, B-3000 Leuven, Belgium
| | - Bram Bekaert
- Forensic Biomedical Sciences, Department of Imaging and Pathology, KU Leuven, University of Leuven, Leuven, Belgium.,Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archaeology, University Hospitals Leuven, Leuven, Belgium
| | - Jeroen A J Vanoirbeek
- KU Leuven, Department of Public Health and Primary Care, Centre Environment and Health, B-3000 Leuven, Belgium
| | - Lode Godderis
- KU Leuven, Department of Public Health and Primary Care, Centre Environment and Health, B-3000 Leuven, Belgium.,Idewe, External Service for Prevention and Protection at Work, B-3001 Heverlee, Belgium
| | - Peter H M Hoet
- KU Leuven, Department of Public Health and Primary Care, Centre Environment and Health, B-3000 Leuven, Belgium
| |
Collapse
|
32
|
Godderis L, Öner D, Ghosh M, Bekaert B, Tabish AM, Hoet PHM. 429 Signature of epigenetic alterations induced by carbon nanotube- in vitro, in vivoand in workers. Epidemiology 2018. [DOI: 10.1136/oemed-2018-icohabstracts.414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
|
33
|
Sibbens L, Van de Voorde W, Decorte R, Bekaert B. The development of a forensic clock to determine time of death. Forensic Science International: Genetics Supplement Series 2017. [DOI: 10.1016/j.fsigss.2017.09.059] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
|
34
|
Ghosh M, Öner D, Poels K, Tabish AM, Vlaanderen J, Pronk A, Kuijpers E, Lan Q, Vermeulen R, Bekaert B, Hoet PH, Godderis L. Changes in DNA methylation induced by multi-walled carbon nanotube exposure in the workplace. Nanotoxicology 2017; 11:1195-1210. [PMID: 29191063 DOI: 10.1080/17435390.2017.1406169] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
This study was designed to assess the epigenetic alterations in blood cells, induced by occupational exposure to multi-wall carbon nanotubes (MWCNT). The study population comprised of MWCNT-exposed workers (n=24) and unexposed controls (n=43) from the same workplace. We measured global DNA methylation/hydroxymethylation levels on the 5th cytosine residues using a validated liquid chromatography tandem-mass spectrometry (LC-MS/MS) method. Sequence-specific methylation of LINE1 retrotransposable element 1 (L1RE1) elements, and promoter regions of functionally important genes associated with epigenetic regulation [DNA methyltransferase-1 (DNMT1) and histone deacetylase 4 (HDAC4)], DNA damage/repair and cell cycle pathways [nuclear protein, coactivator of histone transcription/ATM serine/threonine kinase (NPAT/ATM)], and a potential transforming growth factor beta (TGF-β) repressor [SKI proto-oncogene (SKI)] were studied using bisulfite pyrosequencing. Analysis of global DNA methylation levels and hydroxymethylation did not reveal significant difference between the MWCNT-exposed and control groups. No significant changes in Cytosine-phosphate-Guanine (CpG) site methylation were observed for the LINE1 (L1RE1) elements. Further analysis of gene-specific DNA methylation showed a significant change in methylation for DNMT1, ATM, SKI, and HDAC4 promoter CpGs in MWCNT-exposed workers. Since DNA methylation plays an important role in silencing/regulation of the genes, and many of these genes have been associated with occupational and smoking-induced diseases and cancer (risk), aberrant methylation of these genes might have a potential effect in MWCNT-exposed workers.
Collapse
Affiliation(s)
- Manosij Ghosh
- a Department of Public Health and Primary Care, Centre Environment & Health , KU Leuven , Leuven , Belgium
| | - Deniz Öner
- a Department of Public Health and Primary Care, Centre Environment & Health , KU Leuven , Leuven , Belgium
| | - Katrien Poels
- a Department of Public Health and Primary Care, Centre Environment & Health , KU Leuven , Leuven , Belgium
| | - Ali M Tabish
- a Department of Public Health and Primary Care, Centre Environment & Health , KU Leuven , Leuven , Belgium
| | - Jelle Vlaanderen
- b Division of Environmental Epidemiology, Institute for Risk Assessment Sciences , Utrecht University , Utrecht , The Netherlands
| | - Anjoeka Pronk
- c TNO, Netherlands Organisation for Applied Scientific Research , Zeist , The Netherlands
| | - Eelco Kuijpers
- c TNO, Netherlands Organisation for Applied Scientific Research , Zeist , The Netherlands
| | - Qing Lan
- d Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics , National Cancer Institute , Bethesda , MD , USA
| | - Roel Vermeulen
- b Division of Environmental Epidemiology, Institute for Risk Assessment Sciences , Utrecht University , Utrecht , The Netherlands
| | - Bram Bekaert
- e Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archaeology , University Hospitals Leuven , Leuven , Belgium
| | - Peter Hm Hoet
- a Department of Public Health and Primary Care, Centre Environment & Health , KU Leuven , Leuven , Belgium
| | - Lode Godderis
- a Department of Public Health and Primary Care, Centre Environment & Health , KU Leuven , Leuven , Belgium.,f External Service for Prevention and Protection at Work , Idewe , Heverlee , Belgium
| |
Collapse
|
35
|
Pauwels S, Truijen I, Ghosh M, Duca RC, Langie SAS, Bekaert B, Freson K, Huybrechts I, Koppen G, Devlieger R, Godderis L. The effect of paternal methyl-group donor intake on offspring DNA methylation and birth weight. J Dev Orig Health Dis 2017; 8:311-321. [PMID: 28260562 DOI: 10.1017/s2040174417000046] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Most nutritional studies on the development of children focus on mother-infant interactions. Maternal nutrition is critically involved in the growth and development of the fetus, but what about the father? The aim is to investigate the effects of paternal methyl-group donor intake (methionine, folate, betaine, choline) on paternal and offspring global DNA (hydroxy)methylation, offspring IGF2 DMR DNA methylation, and birth weight. Questionnaires, 7-day estimated dietary records, whole blood samples, and anthropometric measurements from 74 fathers were obtained. A total of 51 cord blood samples were collected and birth weight was obtained. DNA methylation status was measured using liquid chromatography-tandem mass spectrometry (global DNA (hydroxy)methylation) and pyrosequencing (IGF2 DMR methylation). Paternal betaine intake was positively associated with paternal global DNA hydroxymethylation (0.028% per 100 mg betaine increase, 95% CI: 0.003, 0.053, P=0.03) and cord blood global DNA methylation (0.679% per 100 mg betaine increase, 95% CI: 0.057, 1.302, P=0.03). Paternal methionine intake was positively associated with CpG1 (0.336% per 100 mg methionine increase, 95% CI: 0.103, 0.569, P=0.006), and mean CpG (0.201% per 100 mg methionine increase, 95% CI: 0.001, 0.402, P=0.049) methylation of the IGF2 DMR in cord blood. Further, a negative association between birth weight/birth weight-for-gestational age z-score and paternal betaine/methionine intake was found. In addition, a positive association between choline and birth weight/birth weight-for-gestational age z-score was also observed. Our data indicate a potential impact of paternal methyl-group donor intake on paternal global DNA hydroxymethylation, offspring global and IGF2 DMR DNA methylation, and prenatal growth.
Collapse
Affiliation(s)
- S Pauwels
- 1Department of Public Health and Primary Care, Environment and Health,KU Leuven- University of Leuven,Leuven,Belgium
| | - I Truijen
- 1Department of Public Health and Primary Care, Environment and Health,KU Leuven- University of Leuven,Leuven,Belgium
| | - M Ghosh
- 1Department of Public Health and Primary Care, Environment and Health,KU Leuven- University of Leuven,Leuven,Belgium
| | - R C Duca
- 1Department of Public Health and Primary Care, Environment and Health,KU Leuven- University of Leuven,Leuven,Belgium
| | - S A S Langie
- 2Unit Environmental Risk and Health,Flemish Institute of Technological Research (VITO),Mol,Belgium
| | - B Bekaert
- 4Department of Imaging & Pathology,KU Leuven - University of Leuven,Leuven,Belgium
| | - K Freson
- 6Center for Molecular and Vascular Biology,KU Leuven - University of Leuven,Leuven,Belgium
| | - I Huybrechts
- 7Dietary Exposure Assessment Group,International Agency for Research on Cancer,Lyon,France
| | - G Koppen
- 2Unit Environmental Risk and Health,Flemish Institute of Technological Research (VITO),Mol,Belgium
| | - R Devlieger
- 8Department of Development and Regeneration,KU Leuven-University of Leuven,Leuven,Belgium
| | - L Godderis
- 1Department of Public Health and Primary Care, Environment and Health,KU Leuven- University of Leuven,Leuven,Belgium
| |
Collapse
|
36
|
Pauwels S, Ghosh M, Duca RC, Bekaert B, Freson K, Huybrechts I, Langie SAS, Koppen G, Devlieger R, Godderis L. Maternal intake of methyl-group donors affects DNA methylation of metabolic genes in infants. Clin Epigenetics 2017; 9:16. [PMID: 28191262 PMCID: PMC5297118 DOI: 10.1186/s13148-017-0321-y] [Citation(s) in RCA: 105] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 01/31/2017] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Maternal nutrition during pregnancy and infant nutrition in the early postnatal period (lactation) are critically involved in the development and health of the newborn infant. The Maternal Nutrition and Offspring's Epigenome (MANOE) study was set up to assess the effect of maternal methyl-group donor intake (choline, betaine, folate, methionine) on infant DNA methylation. Maternal intake of dietary methyl-group donors was assessed using a food-frequency questionnaire (FFQ). Before and during pregnancy, we evaluated maternal methyl-group donor intake through diet and supplementation (folic acid) in relation to gene-specific (IGF2 DMR, DNMT1, LEP, RXRA) buccal epithelial cell DNA methylation in 6 months old infants (n = 114) via pyrosequencing. In the early postnatal period, we determined the effect of maternal choline intake during lactation (in mothers who breast-fed for at least 3 months) on gene-specific buccal DNA methylation (n = 65). RESULTS Maternal dietary and supplemental intake of methyl-group donors (folate, betaine, folic acid), only in the periconception period, was associated with buccal cell DNA methylation in genes related to growth (IGF2 DMR), metabolism (RXRA), and appetite control (LEP). A negative association was found between maternal folate and folic acid intake before pregnancy and infant LEP (slope = -1.233, 95% CI -2.342; -0.125, p = 0.0298) and IGF2 DMR methylation (slope = -0.706, 95% CI -1.242; -0.107, p = 0.0101), respectively. Positive associations were observed for maternal betaine (slope = 0.875, 95% CI 0.118; 1.633, p = 0.0241) and folate (slope = 0.685, 95% CI 0.245; 1.125, p = 0.0027) intake before pregnancy and RXRA methylation. Buccal DNMT1 methylation in the infant was negatively associated with maternal methyl-group donor intake in the first and second trimester of pregnancy and negatively in the third trimester. We found no clear association between maternal choline intake during lactation and buccal infant DNA methylation. CONCLUSIONS This study suggests that maternal dietary and supplemental intake of methyl-group donors, especially in the periconception period, can influence infant's buccal DNA methylation in genes related to metabolism, growth, appetite regulation, and maintenance of DNA methylation reactions.
Collapse
Affiliation(s)
- Sara Pauwels
- Department of Public Health and Primary Care, Environment and Health, KU Leuven - University of Leuven, Kapucijnenvoer 35 blok D box 7001, 3000 Leuven, Belgium
- Flemish Institute of Technological Research (VITO), Unit Environmental Risk and Health, Boeretang 200, 2400 Mol, Belgium
| | - Manosij Ghosh
- Department of Public Health and Primary Care, Environment and Health, KU Leuven - University of Leuven, Kapucijnenvoer 35 blok D box 7001, 3000 Leuven, Belgium
| | - Radu Corneliu Duca
- Department of Public Health and Primary Care, Environment and Health, KU Leuven - University of Leuven, Kapucijnenvoer 35 blok D box 7001, 3000 Leuven, Belgium
| | - Bram Bekaert
- Department of Imaging & Pathology, KU Leuven - University of Leuven, 3000 Leuven, Belgium
- University Hospitals Leuven; Department of Forensic Medicine; Laboratory of Forensic Genetics and Molecular Archeology, KU Leuven - University of Leuven, 3000 Leuven, Belgium
| | - Kathleen Freson
- Center for Molecular and Vascular Biology, KU Leuven - University of Leuven, UZ Herestraat 49 - box 911, 3000 Leuven, Belgium
| | - Inge Huybrechts
- International Agency for Research on Cancer, 150 Cours Albert Thomas, 69372 Lyon, CEDEX 08, France
| | - Sabine A. S. Langie
- Flemish Institute of Technological Research (VITO), Unit Environmental Risk and Health, Boeretang 200, 2400 Mol, Belgium
- Faculty of Sciences, Hasselt University, 3590 Diepenbeek, Belgium
| | - Gudrun Koppen
- Flemish Institute of Technological Research (VITO), Unit Environmental Risk and Health, Boeretang 200, 2400 Mol, Belgium
| | - Roland Devlieger
- Department of Development and Regeneration, KU Leuven - University of Leuven, 3000 Leuven, Belgium
- Department of Obstetrics and Gynecology, University Hospitals of Leuven, 3000 Leuven, Belgium
| | - Lode Godderis
- Department of Public Health and Primary Care, Environment and Health, KU Leuven - University of Leuven, Kapucijnenvoer 35 blok D box 7001, 3000 Leuven, Belgium
- IDEWE, External Service for Prevention and Protection at Work, Interleuvenlaan 58, 3001 Heverlee, Belgium
| |
Collapse
|
37
|
Pauwels S, Ghosh M, Duca RC, Bekaert B, Freson K, Huybrechts I, A. S. Langie S, Koppen G, Devlieger R, Godderis L. Dietary and supplemental maternal methyl-group donor intake and cord blood DNA methylation. Epigenetics 2017; 12:1-10. [PMID: 27830979 PMCID: PMC5270634 DOI: 10.1080/15592294.2016.1257450] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Revised: 10/19/2016] [Accepted: 10/31/2016] [Indexed: 10/20/2022] Open
Abstract
Maternal nutrition is critically involved in the development and health of the fetus. We evaluated maternal methyl-group donor intake through diet (methionine, betaine, choline, folate) and supplementation (folic acid) before and during pregnancy in relation to global DNA methylation and hydroxymethylation and gene specific (IGF2 DMR, DNMT1, LEP, RXRA) cord blood methylation. A total of 115 mother-infant pairs were enrolled in the MAternal Nutrition and Offspring's Epigenome (MANOE) study. The intake of methyl-group donors was assessed using a food-frequency questionnaire. LC-MS/MS and pyrosequencing were used to measure global and gene specific methylation, respectively. Dietary intake of methyl-groups before and during pregnancy was associated with changes in LEP, DNMT1, and RXRA cord blood methylation. Statistically significant higher cord blood LEP methylation was observed when mothers started folic acid supplementation more than 6 months before conception compared with 3-6 months before conception (34.6 ± 6.3% vs. 30.1 ± 3.6%, P = 0.011, LEP CpG1) or no folic acid used before conception (16.2 ± 4.4% vs. 13.9 ± 3%, P = 0.036 for LEP CpG3 and 24.5 ± 3.5% vs. 22.2 ± 3.5%, P = 0.045 for LEP mean CpG). Taking folic acid supplements during the entire pregnancy resulted in statistically significantly higher cord blood RXRA methylation as compared with stopping supplementation in the second trimester (12.3 ± 1.9% vs. 11.1 ± 2%, P = 0.008 for RXRA mean CpG). To conclude, long-term folic acid use before and during pregnancy was associated with higher LEP and RXRA cord blood methylation, respectively. To date, pregnant women are advised to take a folic acid supplement of 400 µg/day from 4 weeks before until 12 weeks of pregnancy. Our results suggest significant epigenetic modifications when taking a folic acid supplement beyond the current advice.
Collapse
Affiliation(s)
- Sara Pauwels
- KU Leuven - University of Leuven, Department of Public Health and Primary Care, Environment and Health, Leuven, Belgium
- Flemish Institute of Technological Research (VITO), Unit Environmental Risk and Health, Mol, Belgium
| | - Manosij Ghosh
- KU Leuven - University of Leuven, Department of Public Health and Primary Care, Environment and Health, Leuven, Belgium
| | - Radu Corneliu Duca
- KU Leuven - University of Leuven, Department of Public Health and Primary Care, Environment and Health, Leuven, Belgium
| | - Bram Bekaert
- KU Leuven - University of Leuven, Department of Imaging & Pathology, Leuven, Belgium
- KU Leuven - University of Leuven, University Hospitals Leuven, Department of Forensic Medicine, Laboratory of Forensic Genetics and Molecular Archeology, Leuven, Belgium
| | - Kathleen Freson
- KU Leuven - University of Leuven, Center for Molecular and Vascular Biology, Leuven, Belgium
| | - Inge Huybrechts
- International Agency for Research on Cancer, Dietary Exposure Assessment Group, Lyon, France
| | - Sabine A. S. Langie
- Flemish Institute of Technological Research (VITO), Unit Environmental Risk and Health, Mol, Belgium
- Hasselt University, Faculty of Sciences, Diepenbeek, Belgium
| | - Gudrun Koppen
- Flemish Institute of Technological Research (VITO), Unit Environmental Risk and Health, Mol, Belgium
| | - Roland Devlieger
- KU Leuven - University of Leuven, Department of Development and Regeneration, Leuven, Belgium
- University Hospitals of Leuven, Department of Obstetrics and Gynecology, Leuven, Belgium
| | - Lode Godderis
- KU Leuven - University of Leuven, Department of Public Health and Primary Care, Environment and Health, Leuven, Belgium
- IDEWE, External Service for Prevention and Protection at Work, Heverlee, Belgium
| |
Collapse
|
38
|
Vanhoorne V, Bekaert B, Peeters E, De Beer T, Remon JP, Vervaet C. Improved tabletability after a polymorphic transition of delta-mannitol during twin screw granulation. Int J Pharm 2016; 506:13-24. [PMID: 27094358 DOI: 10.1016/j.ijpharm.2016.04.025] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Revised: 04/12/2016] [Accepted: 04/13/2016] [Indexed: 11/25/2022]
Abstract
In most formulations processed via continuous twin screw granulation microcrystalline cellulose (MCC) and/or lactose are used as excipients, but mannitol is also a preferred excipient for wet granulation and tableting due to its non-hygroscopicity and inertness. Therefore, the aim of the current study was to investigate the influence of process parameters on critical quality attributes of granules (moisture content, solid state, morphology, size distribution, specific surface area, friability, flowability and hygroscopicity) and tablets (tensile strength and friability) after twin screw granulation of δ-mannitol. The δ-polymorph was selected since a moisture-induced transformation to β-mannitol was observed during batch wet granulation, which exhibited a unique morphology with a large surface area and improved tabletability. A full factorial experimental design was performed, varying screw speed (400-900rpm), granulation temperature (25-40°C), number of kneading elements (6 or 12) and liquid-to-solid (L/S) ratio, on the granulation unit of a ConsiGma™-25 line (a continuous powder-to-tablet manufacturing system). After tray drying the granules were milled and tableted. The results showed that the polymorphic transition from δ- to β-mannitol also occurred during twin screw granulation, although the residence time and L/S ratios were much lower in continuous twin screw granulation compared to batch processing. However, the polymorphic transition was not complete in all experiments and depended on the L/S ratio, screw speed and number of kneading elements. Nevertheless all granules exhibited the unique morphology linked to the polymorphic transition and had a superior tabletability compared to granules produced with β-mannitol as starting material. This was attributed to enhanced plastic deformation of the granules manufactured using δ-mannitol as starting material. In addition, it was concluded that mannitol was granulated via a different mechanism than other, less-soluble, excipients (e.g. lactose, microcrystalline cellulose) due to its high solubility and dissolution rate as the influence of process parameters on the mannitol granule characteristics was different.
Collapse
Affiliation(s)
- V Vanhoorne
- Laboratory of Pharmaceutical Technology, Ghent University, Belgium
| | - B Bekaert
- Laboratory of Pharmaceutical Technology, Ghent University, Belgium
| | - E Peeters
- Laboratory of Pharmaceutical Process Analytical Technology, Ghent University, Belgium
| | - T De Beer
- Laboratory of Pharmaceutical Process Analytical Technology, Ghent University, Belgium
| | - J-P Remon
- Laboratory of Pharmaceutical Technology, Ghent University, Belgium
| | - C Vervaet
- Laboratory of Pharmaceutical Technology, Ghent University, Belgium.
| |
Collapse
|
39
|
Bekaert B, Kamalandua A, Zapico S, Van de Voorde W, Decorte R. A selective set of DNA-methylation markers for age determination of blood, teeth and buccal samples. Forensic Science International: Genetics Supplement Series 2015. [DOI: 10.1016/j.fsigss.2015.09.058] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
40
|
Bekaert B, Kamalandua A, Zapico SC, Van de Voorde W, Decorte R. Improved age determination of blood and teeth samples using a selected set of DNA methylation markers. Epigenetics 2015; 10:922-30. [PMID: 26280308 DOI: 10.1080/15592294.2015.1080413] [Citation(s) in RCA: 143] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
Age estimation from DNA methylation markers has seen an exponential growth of interest, not in the least from forensic scientists. The current published assays, however, can still be improved by lowering the number of markers in the assay and by providing more accurate models to predict chronological age. From the published literature we selected 4 age-associated genes (ASPA, PDE4C, ELOVL2, and EDARADD) and determined CpG methylation levels from 206 blood samples of both deceased and living individuals (age range: 0-91 years). This data was subsequently used to compare prediction accuracy with both linear and non-linear regression models. A quadratic regression model in which the methylation levels of ELOVL2 were squared showed the highest accuracy with a Mean Absolute Deviation (MAD) between chronological age and predicted age of 3.75 years and an adjusted R(2) of 0.95. No difference in accuracy was observed for samples obtained either from living and deceased individuals or between the 2 genders. In addition, 29 teeth from different individuals (age range: 19-70 years) were analyzed using the same set of markers resulting in a MAD of 4.86 years and an adjusted R(2) of 0.74. Cross validation of the results obtained from blood samples demonstrated the robustness and reproducibility of the assay. In conclusion, the set of 4 CpG DNA methylation markers is capable of producing highly accurate age predictions for blood samples from deceased and living individuals.
Collapse
Affiliation(s)
- Bram Bekaert
- a KU Leuven - University of Leuven ; Department of Imaging & Pathology ; Leuven , Belgium.,b KU-Leuven - University of Leuven; University Hospitals Leuven; Department of Forensic Medicine; Laboratory of Forensic Genetics and Molecular Archeology ; Leuven , Belgium
| | - Aubeline Kamalandua
- a KU Leuven - University of Leuven ; Department of Imaging & Pathology ; Leuven , Belgium
| | - Sara C Zapico
- c Smithsonian Institution; NMNH; MRC112 ; Anthropology Department ; Washington, DC USA
| | - Wim Van de Voorde
- a KU Leuven - University of Leuven ; Department of Imaging & Pathology ; Leuven , Belgium.,b KU-Leuven - University of Leuven; University Hospitals Leuven; Department of Forensic Medicine; Laboratory of Forensic Genetics and Molecular Archeology ; Leuven , Belgium
| | - Ronny Decorte
- a KU Leuven - University of Leuven ; Department of Imaging & Pathology ; Leuven , Belgium.,b KU-Leuven - University of Leuven; University Hospitals Leuven; Department of Forensic Medicine; Laboratory of Forensic Genetics and Molecular Archeology ; Leuven , Belgium
| |
Collapse
|
41
|
De Boevre M, Vanheule A, Audenaert K, Bekaert B, Di Mavungu JD, Werbrouck S, Haesaert G, De Saeger S. Detached leaf in vitro model for masked mycotoxin biosynthesis and subsequent analysis of unknown conjugates. WORLD MYCOTOXIN J 2014. [DOI: 10.3920/wmj2014.1717] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The manuscript details the development of an in vitro model plant system using detached leaves because there is a need for biosynthetic methods for the production and isolation of masked mycotoxins. This detached leaf in vitro model was firstly applied to deoxynivalenol with satisfying results. The biosynthesis of deoxynivalenol-3-glucoside was confirmed using its respective commercially available reference standard. Secondly, the detached leaf in vitro model was applied to T-2 toxin. Mono- and tri-glucoside derivatives of T-2 toxin and HT-2 toxin, T-2-(3)-glucoside, T-2-(3)-triglucoside and HT-2-(3)-glucoside were identified and characterised using Orbitrap high-resolution mass spectrometry. This is the first report on a triglucoside of T-2 toxin. The discovery of new masked forms implies the importance of the development of analytical methods for their detection, the constitution of toxicity studies, and proving the relevance of their presence in the food and feed chain.
Collapse
Affiliation(s)
- M. De Boevre
- Department of Bioanalysis, Laboratory of Food Analysis, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - A. Vanheule
- Department of Applied Bioscience Engineering, Building C, Ghent University, Valentin Vaerwyckweg 1, 9000 Ghent, Belgium
- Department of Crop Protection, Laboratory of Phytopathology, Faculty of Applied Bioscience Engineering, Ghent University, Coupure links 653, 9000 Ghent, Belgium
| | - K. Audenaert
- Department of Applied Bioscience Engineering, Building C, Ghent University, Valentin Vaerwyckweg 1, 9000 Ghent, Belgium
- Department of Crop Protection, Laboratory of Phytopathology, Faculty of Applied Bioscience Engineering, Ghent University, Coupure links 653, 9000 Ghent, Belgium
| | - B. Bekaert
- Department of Applied Bioscience Engineering, Building C, Ghent University, Valentin Vaerwyckweg 1, 9000 Ghent, Belgium
| | - J. Diana Di Mavungu
- Department of Bioanalysis, Laboratory of Food Analysis, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - S. Werbrouck
- Department of Applied Bioscience Engineering, Building C, Ghent University, Valentin Vaerwyckweg 1, 9000 Ghent, Belgium
- Department of Crop Protection, Laboratory of Phytopathology, Faculty of Applied Bioscience Engineering, Ghent University, Coupure links 653, 9000 Ghent, Belgium
| | - G. Haesaert
- Department of Applied Bioscience Engineering, Building C, Ghent University, Valentin Vaerwyckweg 1, 9000 Ghent, Belgium
- Department of Crop Protection, Laboratory of Phytopathology, Faculty of Applied Bioscience Engineering, Ghent University, Coupure links 653, 9000 Ghent, Belgium
| | - S. De Saeger
- Department of Bioanalysis, Laboratory of Food Analysis, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| |
Collapse
|
42
|
Troch V, Audenaert K, Vanheule A, Bekaert B, Höfte M, Haesaert G. Evaluation of Resistance to Powdery Mildew in Triticale Seedlings and Adult Plants. Plant Dis 2013; 97:410-417. [PMID: 30722401 DOI: 10.1094/pdis-02-12-0161-re] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Triticale (×Triticosecale) is the intergeneric hybrid between the female parent wheat and the male parent rye. With the expansion of the triticale growing area, powdery mildew emerged on this new host and has become a significant disease on triticale. Recent research demonstrated that this "new" powdery mildew on triticale has emerged through a host range expansion of powdery mildew of wheat. Moreover, this expansion occurred recently and multiple times at different locations in Europe. An effective and environmentally sensitive approach to controlling powdery mildew involves breeding crop plants for resistance. The main goal of this study was to identify the presence of powdery mildew resistance in commercial triticale cultivars. First, the avirulence (AVR) genes and gene complexity carried by this new powdery mildew population on triticale were characterized. Virulence was identified for all the resistance genes evaluated in the present study, and virulence frequencies higher than 50% were recorded on the genes Pm3f, Pm5b, Pm6, Pm7, Pm8, and Pm17. Using molecular markers, the presence of resistance genes Pm3f and Pm17 was identified in certain triticale cultivars. The triticale cultivars were also evaluated for the presence of quantitative resistance at adult plant growth stages in a 2-year field experiment. Despite the high disease pressure, cultivars highly resistant at the adult-plant growth stages were identified. Because 'Grenado' also showed effective race-specific resistance, this cultivar could be of high value for breeding for durable resistance to powdery mildew. Altogether, this study reveals valuable information on the presence of powdery mildew resistance in commercial triticale cultivars, which can be used in breeding programs in triticale. Additionally, this study underscores the need to broaden the base of powdery mildew resistance in triticale through introgression and deployment of new sources of mildew resistance, including quantitative resistance.
Collapse
Affiliation(s)
- V Troch
- Faculty of Applied Bioscience Engineering, University College Ghent (Ghent University Association), and Department of Crop Protection, Laboratory of Phytopathology, Ghent University
| | - K Audenaert
- Faculty of Applied Bioscience Engineering, University College Ghent (Ghent University Association), and Department of Crop Protection, Laboratory of Phytopathology, Ghent University
| | - A Vanheule
- Faculty of Applied Bioscience Engineering, University College Ghent (Ghent University Association), and Department of Crop Protection, Laboratory of Phytopathology, Ghent University
| | - B Bekaert
- Faculty of Applied Bioscience Engineering, University College Ghent (Ghent University Association)
| | - M Höfte
- Department of Crop Protection, Laboratory of Phytopathology
| | - G Haesaert
- Faculty of Applied Bioscience Engineering, University College Ghent (Ghent University Association), and Department of Crop Protection, Laboratory of Phytopathology, Ghent University, BE-9000 Ghent, Belgium
| |
Collapse
|
43
|
Bekaert B, Massoli C, Anandarajah A, Van de Voorde W, Decorte R. Multiplex DNA amplification and barcoding in a single reaction for 454 Roche sequencing: A comprehensive study on the control region of the mitochondrial genome. Forensic Science International: Genetics Supplement Series 2013. [DOI: 10.1016/j.fsigss.2013.10.057] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
44
|
Bekaert B, Wens J, Decorte R. Optimization and validation of the SNPforID 34-SNPplex for POP7™. Forensic Science International: Genetics Supplement Series 2011. [DOI: 10.1016/j.fsigss.2011.08.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
45
|
Bekaert B, Larmuseau MHD, Vanhove MPM, Opdekamp A, Decorte R. Automated DNA extraction of single dog hairs without roots for mitochondrial DNA analysis. Forensic Sci Int Genet 2011; 6:277-81. [PMID: 21531187 DOI: 10.1016/j.fsigen.2011.04.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2010] [Revised: 04/04/2011] [Accepted: 04/05/2011] [Indexed: 11/29/2022]
Abstract
Dogs are intensely integrated in human social life and their shed hairs can play a major role in forensic investigations. The overall aim of this study was to validate a semi-automated extraction method for mitochondrial DNA analysis of telogenic dog hairs. Extracted DNA was amplified with a 95% success rate from 43 samples using two new experimental designs in which the mitochondrial control region was amplified as a single large (± 1260 bp) amplicon or as two individual amplicons (HV1 and HV2; ± 650 and 350 bp) with tailed-primers. The results prove that the extraction of dog hair mitochondrial DNA can easily be automated to provide sufficient DNA yield for the amplification of a forensically useful long mitochondrial DNA fragment or alternatively two short fragments with minimal loss of sequence in case of degraded samples.
Collapse
Affiliation(s)
- Bram Bekaert
- Laboratory of Forensic Genetics and Molecular Archaeology, UZ Leuven, Kapucijnenvoer 33, B-3000 Leuven, Belgium.
| | | | | | | | | |
Collapse
|
46
|
Bekaert B, Coomans M, Knaepen K, Larno L, Thijs N, Vanhoutte E, Van de Voorde W, Decorte R. Validation of a microchip electrophoresis system as a DNA amplification control. Forensic Science International: Genetics Supplement Series 2009. [DOI: 10.1016/j.fsigss.2009.08.092] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
47
|
Janssen L, Jacobs M, Vanderheyden N, Bekaert B, Van de Voorde W, Decorte R. Increased sensitivity for amplified STR alleles on capillary sequencers with BigDye® XTerminator™. Forensic Science International: Genetics Supplement Series 2009. [DOI: 10.1016/j.fsigss.2009.08.118] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
48
|
|
49
|
Bekaert B, Cooper ML, Green FR, McNulty H, Pentieva K, Scott JM, Molloy AM, Rayman MP. Effect of selenium status and supplementation with high-selenium yeast on plasma homocysteine and B vitamin concentrations in the UK elderly. Mol Nutr Food Res 2008; 52:1324-33. [DOI: 10.1002/mnfr.200700353] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
|
50
|
Rayman MP, Thompson AJ, Bekaert B, Catterick J, Galassini R, Hall E, Warren-Perry M, Beckett GJ. Randomized controlled trial of the effect of selenium supplementation on thyroid function in the elderly in the United Kingdom. Am J Clin Nutr 2008; 87:370-8. [PMID: 18258627 DOI: 10.1093/ajcn/87.2.370] [Citation(s) in RCA: 79] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Thyroid function depends on the essential trace mineral selenium, which is at the active center of the iodothyronine deiodinase enzymes that catalyze the conversion of the prohormone thyroxine (T(4)) to the active form of thyroid hormone, triiodothyronine (T(3)). OBJECTIVE Because selenium intake in the United Kingdom has fallen during the past 25 y, we wanted to determine whether current selenium status might be limiting conversion of T(4) to T(3) in the elderly, in whom marginal hypothyroidism is relatively common. DESIGN We investigated the effect of selenium supplementation in a double-blind, placebo-controlled trial in 501 elderly UK volunteers. Similar numbers of men and women from each of 3 age groups, 60-64 y, 65-69 y, and 70-74 y, were randomly allocated to receive 100, 200, or 300 microg Se/d as high-selenium yeast or placebo yeast for 6 mo. As part of the study, plasma selenium, thyroid-stimulating hormone, and total and free T(3) and T(4) were measured. Data from 368 euthyroid volunteers who provided blood samples at baseline and 6 mo were analyzed. RESULTS Although selenium status at baseline correlated weakly with free T(4) (r = -0.19, P < 0.001) and with the ratio of free T(3) to free T(4) (r = 0.12, P = 0.02), we found no evidence of any effect of selenium supplementation on thyroid function, despite significant increases in plasma selenium. However, baseline plasma selenium in our study (x: 91 microg/L) was somewhat higher than in previous supplementation studies in which apparently beneficial effects were seen. CONCLUSION We found no indication for increasing selenium intake to benefit T(4) to T(3) conversion in the elderly UK population.
Collapse
Affiliation(s)
- Margaret P Rayman
- Nutritional Sciences Division, Faculty of Health and Medical Sciences, University of Surrey, Guildford, United Kingdom.
| | | | | | | | | | | | | | | |
Collapse
|