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1.
BMC Med ; 21(1): 14, 2023 01 08.
Article in English | MEDLINE | ID: mdl-36617553

ABSTRACT

BACKGROUND: Personalised medicine is a medical model that aims to provide tailor-made prevention and treatment strategies for defined groups of individuals. The concept brings new challenges to the translational step, both in clinical relevance and validity of models. We have developed a set of recommendations aimed at improving the robustness of preclinical methods in translational research for personalised medicine. METHODS: These recommendations have been developed following four main steps: (1) a scoping review of the literature with a gap analysis, (2) working sessions with a wide range of experts in the field, (3) a consensus workshop, and (4) preparation of the final set of recommendations. RESULTS: Despite the progress in developing innovative and complex preclinical model systems, to date there are fundamental deficits in translational methods that prevent the further development of personalised medicine. The literature review highlighted five main gaps, relating to the relevance of experimental models, quality assessment practices, reporting, regulation, and a gap between preclinical and clinical research. We identified five points of focus for the recommendations, based on the consensus reached during the consultation meetings: (1) clinically relevant translational research, (2) robust model development, (3) transparency and education, (4) revised regulation, and (5) interaction with clinical research and patient engagement. Here, we present a set of 15 recommendations aimed at improving the robustness of preclinical methods in translational research for personalised medicine. CONCLUSIONS: Appropriate preclinical models should be an integral contributor to interventional clinical trial success rates, and predictive translational models are a fundamental requirement to realise the dream of personalised medicine. The implementation of these guidelines is ambitious, and it is only through the active involvement of all relevant stakeholders in this field that we will be able to make an impact and effectuate a change which will facilitate improved translation of personalised medicine in the future.


Subject(s)
Precision Medicine , Humans
2.
Front Mol Biosci ; 9: 974799, 2022.
Article in English | MEDLINE | ID: mdl-36310597

ABSTRACT

Personalised medicine (PM) presents a great opportunity to improve the future of individualised healthcare. Recent advances in -omics technologies have led to unprecedented efforts characterising the biology and molecular mechanisms that underlie the development and progression of a wide array of complex human diseases, supporting further development of PM. This article reflects the outcome of the 2021 EATRIS-Plus Multi-omics Stakeholder Group workshop organised to 1) outline a global overview of common promises and challenges that key European stakeholders are facing in the field of multi-omics research, 2) assess the potential of new technologies, such as artificial intelligence (AI), and 3) establish an initial dialogue between key initiatives in this space. Our focus is on the alignment of agendas of European initiatives in multi-omics research and the centrality of patients in designing solutions that have the potential to advance PM in long-term healthcare strategies.

3.
J Pers Med ; 12(7)2022 Jul 19.
Article in English | MEDLINE | ID: mdl-35887673

ABSTRACT

The introduction of personalized medicine, through the increasing multi-omics characterization of disease, brings new challenges to disease modeling. The scope of this review was a broad evaluation of the relevance, validity, and predictive value of the current preclinical methodologies applied in stratified medicine approaches. Two case models were chosen: oncology and brain disorders. We conducted a scoping review, following the Joanna Briggs Institute guidelines, and searched PubMed, EMBASE, and relevant databases for reports describing preclinical models applied in personalized medicine approaches. A total of 1292 and 1516 records were identified from the oncology and brain disorders search, respectively. Quantitative and qualitative synthesis was performed on a final total of 63 oncology and 94 brain disorder studies. The complexity of personalized approaches highlights the need for more sophisticated biological systems to assess the integrated mechanisms of response. Despite the progress in developing innovative and complex preclinical model systems, the currently available methods need to be further developed and validated before their potential in personalized medicine endeavors can be realized. More importantly, we identified underlying gaps in preclinical research relating to the relevance of experimental models, quality assessment practices, reporting, regulation, and a gap between preclinical and clinical research. To achieve a broad implementation of predictive translational models in personalized medicine, these fundamental deficits must be addressed.

4.
Clin Infect Dis ; 72(10): 1838-1842, 2021 05 18.
Article in English | MEDLINE | ID: mdl-33091118

ABSTRACT

An effective response to the coronavirus disease 2019 (COVID-19) pandemic requires a better understanding of the biology of the infection and the identification of validated biomarker profiles that would increase the availability, accuracy, and speed of COVID-19 testing. Here, we describe the strategic objectives and action lines of the European Alliance of Medical Research Infrastructures (AMRI), established to improve the research process and tackle challenges related to diagnostic tests and biomarker development. Recommendations include: the creation of a European taskforce for validation of novel diagnostic products, the definition and promotion of criteria for COVID-19 samples biobanking, the identification and validation of biomarkers as clinical endpoints for clinical trials, and the definition of immune biomarker signatures at different stages of the disease. An effective management of the COVID-19 pandemic is possible only if there is a high level of knowledge and coordination between the public and private sectors within a robust quality framework.


Subject(s)
Biomedical Research , COVID-19 , Biological Specimen Banks , Biomarkers , COVID-19 Testing , Humans , Pandemics , SARS-CoV-2
5.
Circ Arrhythm Electrophysiol ; 13(8): e008382, 2020 08.
Article in English | MEDLINE | ID: mdl-32654517

ABSTRACT

BACKGROUND: Postoperative atrial fibrillation (POAF) occurs in 30% to 50% of patients undergoing cardiac surgery and is associated with increased morbidity and mortality. Prospective identification of structural/molecular changes in atrial myocardium that correlate with myocardial injury and precede and predict risk of POAF may identify new molecular pathways and targets for prevention of this common morbid complication. METHODS: Right atrial appendage samples were prospectively collected during cardiac surgery from 239 patients enrolled in the OPERA trial (Omega-3 Fatty Acids for Prevention of Post-Operative Atrial Fibrillation), fixed in 10% buffered formalin, and embedded in paraffin for histology. We assessed general tissue morphology, cardiomyocyte diameters, myocytolysis (perinuclear myofibril loss), accumulation of perinuclear glycogen, interstitial fibrosis, and myocardial gap junction distribution. We also assayed NT-proBNP (N-terminal pro-B-type natriuretic peptide), hs-cTnT, CRP (C-reactive protein), and circulating oxidative stress biomarkers (F2-isoprostanes, F3-isoprostanes, isofurans) in plasma collected before, during, and 48 hours after surgery. POAF was defined as occurrence of postcardiac surgery atrial fibrillation or flutter of at least 30 seconds duration confirmed by rhythm strip or 12-lead ECG. The follow-up period for all arrhythmias was from surgery until hospital discharge or postoperative day 10. RESULTS: Thirty-five percent of patients experienced POAF. Compared with the non-POAF group, they were slightly older and more likely to have chronic obstructive pulmonary disease or heart failure. They also had a higher European System for Cardiac Operative Risk Evaluation and more often underwent valve surgery. No differences in left atrial size were observed between patients with POAF and patients without POAF. The extent of atrial interstitial fibrosis, cardiomyocyte myocytolysis, cardiomyocyte diameter, glycogen score or Cx43 distribution at the time of surgery was not significantly associated with incidence of POAF. None of these histopathologic abnormalities were correlated with levels of NT-proBNP, hs-cTnT, CRP, or oxidative stress biomarkers. CONCLUSIONS: In sinus rhythm patients undergoing cardiac surgery, histopathologic changes in the right atrial appendage do not predict POAF. They also do not correlate with biomarkers of cardiac function, inflammation, and oxidative stress. Graphic Abstract: A graphic abstract is available for this article.


Subject(s)
Atrial Appendage/physiopathology , Atrial Fibrillation/etiology , Atrial Flutter/etiology , Atrial Function, Right , Cardiac Surgical Procedures/adverse effects , Heart Rate , Action Potentials , Aged , Atrial Appendage/metabolism , Atrial Appendage/pathology , Atrial Fibrillation/blood , Atrial Fibrillation/diagnosis , Atrial Fibrillation/physiopathology , Atrial Flutter/blood , Atrial Flutter/diagnosis , Atrial Flutter/physiopathology , Atrial Remodeling , Biomarkers/blood , C-Reactive Protein/metabolism , Female , Humans , Male , Middle Aged , Natriuretic Peptide, Brain/blood , Oxidative Stress , Peptide Fragments/blood , Prospective Studies , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome , Troponin T/blood
6.
Ann Neurol ; 87(4): 633-645, 2020 04.
Article in English | MEDLINE | ID: mdl-31997416

ABSTRACT

OBJECTIVE: Evidence for a role of microglia in the pathogenesis of multiple sclerosis (MS) is growing. We investigated association of microglial markers at time of diagnostic lumbar puncture (LP) with different aspects of disease activity (relapses, disability, magnetic resonance imaging parameters) up to 6 years later in a cohort of 143 patients. METHODS: In cerebrospinal fluid (CSF), we measured 3 macrophage and microglia-related proteins, chitotriosidase (CHIT1), chitinase-3-like protein 1 (CHI3L1 or YKL-40), and soluble triggering receptor expressed on myeloid cells 2 (sTREM2), as well as a marker of neuronal damage, neurofilament light chain (NfL), using enzyme-linked immunosorbent assay and electrochemiluminescence. We investigated the same microglia-related markers in publicly available RNA expression data from postmortem brain tissue. RESULTS: CHIT1 levels at diagnostic LP correlated with 2 aspects of long-term disease activity after correction for multiple testing. First, CHIT1 increased with reduced tissue integrity in lesions at a median 3 years later (p = 9.6E-04). Second, CHIT1 reflected disease severity at a median 5 years later (p = 1.2E-04). Together with known clinical covariates, CHIT1 levels explained 12% and 27% of variance in these 2 measures, respectively, and were able to distinguish slow and fast disability progression (area under the curve = 85%). CHIT1 was the best discriminator of chronic active versus chronic inactive lesions and the only marker correlated with NfL (r = 0.3, p = 0.0019). Associations with disease activity were, however, independent of NfL. INTERPRETATION: CHIT1 CSF levels measured during the diagnostic LP reflect microglial activation early on in MS and can be considered a valuable prognostic biomarker for future disease activity. ANN NEUROL 2020;87:633-645.


Subject(s)
Hexosaminidases/cerebrospinal fluid , Multiple Sclerosis/cerebrospinal fluid , Multiple Sclerosis/physiopathology , Adult , Brain/diagnostic imaging , Chitinase-3-Like Protein 1/cerebrospinal fluid , Female , Follow-Up Studies , Humans , Magnetic Resonance Imaging , Male , Membrane Glycoproteins/cerebrospinal fluid , Middle Aged , Multiple Sclerosis/diagnostic imaging , Neurofilament Proteins/cerebrospinal fluid , Prognosis , Receptors, Immunologic , Young Adult
7.
Mult Scler ; 25(9): 1223-1231, 2019 08.
Article in English | MEDLINE | ID: mdl-30084711

ABSTRACT

BACKGROUND: The importance of predicting disease progression in multiple sclerosis (MS) has increasingly been recognized, and hence reliable biomarkers are needed. OBJECTIVES: To investigate the prognostic role of cerebrospinal fluid (CSF) amyloid beta1-42 (Aß) levels by the determination of a cut-off value to classify patients in slow and fast progressors. To evaluate possible association with white matter (WM) and grey matter (GM) damage at early disease stages. METHODS: Sixty patients were recruited and followed up for 3-5 years. Patients underwent clinical assessment, brain magnetic resonance imaging (MRI; at baseline and after 1 year), and CSF analysis to determine Aß levels. T1-weighted volumes were calculated. T2-weighted scans were used to quantify WM lesion loads. RESULTS: Lower CSF Aß levels were observed in patients with a worse follow-up Expanded Disability Status Scale (EDSS; r = -0.65, p < 0.001). The multiple regression analysis confirmed CSF Aß concentration as a predictor of patients' EDSS increase (r = -0.59, p < 0.0001). Generating a receiver operating characteristic curve, a cut-off value of 813 pg/mL was determined as the threshold able to identify patients with worse prognosis (95% confidence interval (CI): 0.690-0.933, p = 0.0001). No differences in CSF tau and neurofilament light chain (NfL) levels were observed (p > 0.05). CONCLUSION: Low CSF Aß levels may represent a predictive biomarker of disease progression in MS.


Subject(s)
Amyloid beta-Peptides/cerebrospinal fluid , Disease Progression , Multiple Sclerosis/cerebrospinal fluid , Multiple Sclerosis/diagnostic imaging , Peptide Fragments/cerebrospinal fluid , White Matter/diagnostic imaging , Adult , Biomarkers/cerebrospinal fluid , Female , Follow-Up Studies , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Prognosis
8.
J Neuroimmunol ; 324: 129-135, 2018 11 15.
Article in English | MEDLINE | ID: mdl-30170791

ABSTRACT

LncRNA PCR arrays containing 90 common LncRNAs were used to screen lncRNA expression levels in PBMC from a discovery population of patients with MS. Data from discovery and replications cohorts showed a generalized dysregulation of lncRNA levels in MS patients compared with controls. MALAT1, MEG9, NRON, ANRIL, TUG1, XIST, SOX2OT, GOMAFU, HULC, BACE-1AS were significantly downregulated in MS patients in comparison with controls. Therefore, we performed a validation analysis in an independent cohort of Belgian origin. In this study, NRON and TUG1 downregulations in MS patients compared with controls were confirmed (p ≤ .05 and p ≤ .0001 respectively), whereas considering the other lncRNAs, the statistical threshold was not reached. LncRNAs profiling could thus represent a new challenge in the research of easy detectable biomarkers of disease susceptibility and progression.


Subject(s)
Leukocytes, Mononuclear/metabolism , Multiple Sclerosis/genetics , Multiple Sclerosis/metabolism , RNA, Long Noncoding/biosynthesis , RNA, Long Noncoding/genetics , Transcriptome/physiology , Adult , Belgium/epidemiology , Biomarkers/metabolism , Cohort Studies , Female , Humans , Italy/epidemiology , Male , Middle Aged , Multiple Sclerosis/epidemiology
9.
Biomarkers ; 23(6): 603-608, 2018 Sep.
Article in English | MEDLINE | ID: mdl-29741401

ABSTRACT

BACKGROUND: Several studies performed in the last years on the brain, showed that beta2-microglobulin (ß2m) and MHC can act independently of their canonical immune function to regulate normal brain development, synaptic plasticity and behaviour. Increased systemic levels of soluble ß2m have been implicated in cognitive impairments like that associated with chronic haemodialysis, or aortic valve replacement. Increased soluble ß2m has also been detected in the cerebral spinal fluid (CSF) of patients with HIV-associated dementia and Alzheimer's disease (AD). OBJECTIVE: To compare plasma ß2m levels in healthy subjects and subjects with dementia or cognitive impairment. METHODS: We measured the concentration of ß2m in a cohort of 245 individuals and compared sex matched, cognitive healthy individuals. RESULTS: We found higher levels of ß2m in AD patients compared to non-AD MCI and healthy controls (2063 ng/mL ±852 versus 1613 ± 503 and 1832 ± 382 ng/mL, p< 0.001 and <0.033, respectively), while there was no difference between mild cognitive impairment (MCI) and healthy controls (p > 0.05). CONCLUSIONS: Our data confirm that ß2m could play a role in AD. However, a replication study in an independent cohort would be necessary to confirm our preliminary results.


Subject(s)
Alzheimer Disease/blood , Biomarkers/blood , Cognition , Cognitive Dysfunction/blood , beta 2-Microglobulin/blood , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Cognitive Dysfunction/diagnosis , Female , Healthy Volunteers , Humans , Male , Middle Aged , Retrospective Studies , Sensitivity and Specificity
10.
J Alzheimers Dis ; 61(4): 1289-1294, 2018.
Article in English | MEDLINE | ID: mdl-29376874

ABSTRACT

Herein, we performed a gene expression profiling in a cohort of 10 mild cognitive impairment (MCI), subdivided, according to the analysis of cerebrospinal fluid biomarkers, in prodromal Alzheimer's disease (AD) and non-AD MCI, as compared with 27 AD patients and 24 controls, in order to detect early gene expression alterations. We observed a significant upregulation of insulin (INS) and INS Receptor (INSR) expression levels in AD both prodromal and fully symptomatic, as compared with controls, but not in MCI subjects. Our results suggest an early dysregulation of INS and INSR in AD pathogenesis and pave the way to a possible utility of these transcripts as peripheral biomarkers.


Subject(s)
Alzheimer Disease/genetics , Antigens, CD/genetics , Gene Expression Profiling , Insulin/genetics , Receptor, Insulin/genetics , Aged , Alzheimer Disease/cerebrospinal fluid , Biomarkers/cerebrospinal fluid , Case-Control Studies , Cognitive Dysfunction/cerebrospinal fluid , Cognitive Dysfunction/genetics , Female , Humans , Male , Middle Aged
11.
Mult Scler ; 23(8): 1085-1091, 2017 Jul.
Article in English | MEDLINE | ID: mdl-27754941

ABSTRACT

BACKGROUND: Neurodegeneration plays a major role in determining disability in multiple sclerosis (MS) patients. Hence, there is increasing need to identify reliable biomarkers, which could serve as prognostic measure of disease progression. OBJECTIVES: To assess whether cerebrospinal fluid (CSF) tau and ß-amyloid (Aß) levels were altered in newly diagnosed MS patients and correlated with disability. Moreover, we investigated whether these CSF biomarkers associate with macroscopic brain tissue damage measures. METHODS: CSF Aß and tau levels were determined by enzyme-linked immunosorbent assay in CSF samples from 48 newly diagnosed MS patients, followed-up clinically for 3 years by recording their Expanded Disability Status Scale score at 6-month intervals, and 45 controls. All patients underwent magnetic resonance imaging at baseline and at the end of follow-up to quantify their lesion load (LL). RESULTS: CSF Aß levels were significantly reduced in patients compared to controls ( p < 0.001). Lower CSF Aß levels at baseline were a disability predictor at 3-year follow-up ( p = 0.009). CSF tau levels correlated with T2- and T1-LL ( p < 0.001). CONCLUSION: CSF Aß reduction is a promising biomarker of neurodegeneration and may predict patients' clinical outcome. Therefore, CSF Aß should be considered as a potential biomarker of prognostic value.


Subject(s)
Amyloid beta-Peptides/cerebrospinal fluid , Biomarkers/cerebrospinal fluid , Multiple Sclerosis/cerebrospinal fluid , Multiple Sclerosis/diagnosis , Aged , Alzheimer Disease/diagnosis , Disease Progression , Female , Humans , Male , Middle Aged , Peptide Fragments/cerebrospinal fluid , Prognosis , tau Proteins/cerebrospinal fluid
13.
J Neuroimmunol ; 299: 81-83, 2016 10 15.
Article in English | MEDLINE | ID: mdl-27725128

ABSTRACT

MicroRNAs (miRNAs) have recently found to be dysregulated in serum from multiple sclerosis (MS) patients. Cell free circulating miR-15b, -23a and 223 levels were analyzed by Real Time PCR in a cohort consisting of 30 serum samples from Relapsing Remitting MS patients at baseline (T0) and after three, six, nine and twelve months (T1, T2, T3, T4) after starting the treatment. A down-regulation of miRNA levels in patients at T0 compared with controls was present (p<0.001). MiRNA levels slightly increased at T1 and this trend reached the statistical significance at T2 vs T0 and remains stable at T3 and T4. Our preliminary results suggest that aberrant levels of circulating miRNAs are recovered in fingolimod treated MS patients. Circulating miRNAs profiling could thus represent an easy detectable biomarker of disease and response to treatment.


Subject(s)
Fingolimod Hydrochloride/therapeutic use , MicroRNAs/blood , Multiple Sclerosis, Relapsing-Remitting/blood , Multiple Sclerosis, Relapsing-Remitting/drug therapy , Adult , Biomarkers/blood , Cohort Studies , Female , Fingolimod Hydrochloride/pharmacology , Humans , Immunosuppressive Agents/pharmacology , Immunosuppressive Agents/therapeutic use , Male , Treatment Outcome
14.
J Alzheimers Dis ; 50(2): 353-7, 2016.
Article in English | MEDLINE | ID: mdl-26757195

ABSTRACT

The missense P39L variant in the prion protein gene (PRNP) has recently been associated with frontotemporal dementia (FTD). Here, we analyzed the presence of the P39L variant in 761 patients with FTD and 719 controls and found a single carrier among patients. The patient was a 67-year-old male, with a positive family history for dementia, who developed apathy, short term memory deficit, and postural instability at 66. Clinical and instrumental workup excluded prion disease. At MRI, bilateral frontal lobe atrophy was present. A diagnosis of FTD was made, with a mainly apathetic phenotype. The PRNP P39L mutation may be an extremely rare cause of FTD (0.13%).


Subject(s)
Frontotemporal Dementia/genetics , Genetic Predisposition to Disease , Language , Memory Disorders/genetics , Prions/genetics , Aged , Atrophy/pathology , Frontal Lobe/pathology , Frontotemporal Dementia/pathology , Humans , Italy , Magnetic Resonance Imaging , Male , Memory Disorders/pathology , Memory, Short-Term/physiology , Neuropsychological Tests , Prion Proteins , Temporal Lobe/pathology
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