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1.
Gut ; 2024 Jul 29.
Article in English | MEDLINE | ID: mdl-39054059

ABSTRACT

OBJECTIVE: In utero exposure to maternal inflammation may impact immune system development and subsequent risk of disease. We investigated whether a maternal diagnosis of IBD before childbirth is linked to a higher risk of IBD in offspring compared with a diagnosis after childbirth. Further, we analysed paternal IBD status for comparison. DESIGN: Using Danish health registers, we identified all individuals born in Denmark between 1997 and 2022 and their legal parents, as well as their IBD status. Cox proportional hazards regression analyses adjusted for calendar period and mode of delivery were used to estimate offspring IBD risk by maternal and paternal IBD status before and after childbirth. RESULTS: Of 1 290 358 children, 10 041 (0.8%) had mothers with IBD diagnosis before childbirth and 9985 (0.8%) had mothers with IBD diagnosis after childbirth. Over 18 370 420 person-years, 3537 individuals were diagnosed with IBD. Offspring of mothers with IBD before childbirth had an adjusted HR of IBD of 6.27 (95% CI 5.21, 7.54) compared with those without maternal IBD, while offspring of mothers with IBD after childbirth had an adjusted HR of 3.88 (95% CI 3.27, 4.60). Corresponding adjusted HRs were 5.26 (95% CI 4.22, 6.56) among offspring with paternal IBD before childbirth and 3.73 (95% CI 3.10, 4.50) for paternal IBD after childbirth. CONCLUSION: Offspring had a greater risk of IBD when either parent was diagnosed before childbirth rather than later, emphasising genetic predisposition and environmental risk factors rather than maternal inflammation in utero as risk factors for IBD.

3.
Opt Express ; 32(12): 20976-20991, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38859464

ABSTRACT

Optical feeder links offer immense utility in meeting future communication demands-however, atmospheric turbulence limits their performance. This work targets this challenge through analyses of a bidirectional free-space optical communication (FSOC) link that incorporates pre-distortion adaptive optics (AO) between the next-generation optical ground station at the German Aerospace Center (DLR) Oberpfaffenhofen and the laser communications terminal on Alphasat-a satellite in geostationary orbit (GEO). The analyses are performed via end-to-end Monte Carlo simulations that provide realistic performance estimates of the bidirectional FSOC link for a GEO feeder link scenario. We find that applying pre-distortion AO reduces the total uplink losses of the bidirectional FSOC link by up to 10 dB and lessens the scintillation at the GEO satellite by an order of magnitude. Moreover, applying pre-distortion AO eases the link budget requirements needed for maintaining 99.9% link uptime by as much as 20-40 dB, while its use with a laser guide star shows an additional performance improvement of up to 8 dB. These findings demonstrate the desirability and feasibility of utilizing pre-distortion AO for the realization of optical feeder links.

6.
Inflamm Bowel Dis ; 30(Supplement_2): S39-S54, 2024 May 23.
Article in English | MEDLINE | ID: mdl-38778628

ABSTRACT

Precision medicine is part of 5 focus areas of the Challenges in IBD Research 2024 research document, which also includes preclinical human IBD mechanisms, environmental triggers, novel technologies, and pragmatic clinical research. Building on Challenges in IBD Research 2019, the current Challenges aims to provide a comprehensive overview of current gaps in inflammatory bowel diseases (IBDs) research and deliver actionable approaches to address them with a focus on how these gaps can lead to advancements in interception, remission, and restoration for these diseases. The document is the result of multidisciplinary input from scientists, clinicians, patients, and funders, and represents a valuable resource for patient-centric research prioritization. In particular, the precision medicine section is focused on the main research gaps in elucidating how to bring the best care to the individual patient in IBD. Research gaps were identified in biomarker discovery and validation for predicting disease progression and choosing the most appropriate treatment for each patient. Other gaps were identified in making the best use of existing patient biosamples and clinical data, developing new technologies to analyze large datasets, and overcoming regulatory and payer hurdles to enable clinical use of biomarkers. To address these gaps, the Workgroup suggests focusing on thoroughly validating existing candidate biomarkers, using best-in-class data generation and analysis tools, and establishing cross-disciplinary teams to tackle regulatory hurdles as early as possible. Altogether, the precision medicine group recognizes the importance of bringing basic scientific biomarker discovery and translating it into the clinic to help improve the lives of IBD patients.


Precision medicine is the practice of getting the most suitable drug or treatment option to each individual patient at the right time. In Crohn's disease and ulcerative colitis, we need to learn more about the diversity of patients to deliver precision medicine.


Subject(s)
Inflammatory Bowel Diseases , Precision Medicine , Humans , Precision Medicine/methods , Inflammatory Bowel Diseases/therapy , Biomarkers/analysis , Biomedical Research
7.
Crohns Colitis 360 ; 6(1): otae004, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38425446

ABSTRACT

Background: Tofacitinib is an oral Janus kinase inhibitor for the treatment of ulcerative colitis (UC). This analysis assessed the impact of cigarette smoking on tofacitinib efficacy and safety in the UC clinical program. Methods: Efficacy endpoints and adverse events (AEs) were evaluated by smoking status (ever smokers [current and ex-smokers] and never smokers) in the phase (P)2 induction study (baseline demographics and safety only), P3 studies (OCTAVE Induction 1&2, OCTAVE Sustain, OCTAVE Open), and P3/4b RIVETING study. Results: This post hoc analysis included 1156 patients (ever smokers, n = 416 [36.0%; current smokers, n = 59 (5.1%); ex-smokers, n = 357 (30.9%)]; never smokers, n = 740 [64.0%]; median [range] treatment duration 654 [1-2712] and 615.5 [1-2850] days, respectively). Similar proportions of ever smokers and never smokers achieved efficacy endpoints. AEs were reported in 88.7% of ever smokers and 83.8% of never smokers. Overall, 60.6% of ever smokers had an infection (serious infections, 5.5%; herpes zoster [nonserious and serious], 10.8%; Clostridioides difficile infection, 12.0%; lower respiratory tract infection, 19.5%: corresponding values among never smokers were 53.1%, 3.9%, 6.8%, 8.5%, and 11.4%). Major adverse cardiovascular events were reported in 1.0% of ever smokers and 0.7% of never smokers and thromboembolism events (venous and arterial) in 1.0% of ever smokers and 0.9% never smokers. Deaths, malignancies (excluding non-melanoma skin cancer [NMSC]), and NMSC occurred infrequently in ever smokers (0.5%, 2.5%, and 3.7%, respectively) and never smokers (0.1%, 1.5%, and 1.0%, respectively). Colorectal cancer was reported in 0.6% of never smokers; no cases occurred in ever smokers. Conclusions: Efficacy and safety of tofacitinib were generally similar in ever smokers and never smokers. Overall, serious AEs and, as expected, infections were more frequent in ever smokers versus never smokers. This may inform treatment selection and monitoring strategies. ClinicalTrialsgov: NCT00787202;NCT01465763;NCT01458951;NCT01458574;NCT01470612;NCT03281304.

8.
Lancet ; 403(10432): 1177-1191, 2024 Mar 23.
Article in English | MEDLINE | ID: mdl-38437854

ABSTRACT

Crohn's disease is a chronic inflammatory disease of the gastrointestinal tract that might lead to progressive bowel damage and disability. The exact cause of Crohn's disease is unknown, but evidence points towards multifactorial events causing dysregulation of the innate immune system in genetically susceptible people. Commonly affecting the terminal ileum and proximal colon, Crohn's disease inflammation is often discontinuous and patchy, segmental, and transmural. Identification of characteristic findings on ileocolonoscopy and histology remains the diagnostic gold standard, but complete assessment involves laboratory abnormalities, including micronutrient deficiencies, cross-sectional imaging to identify transmural disease extent, severity and complications, and a psychosocial assessment. Treatment strategies for patients with Crohn's disease now go beyond achieving clinical remission to include deeper targets of endoscopic healing and consideration of adjunctive histological and transmural targets to alter disease progression potentially further. The use of early effective advanced therapies and development of therapies targeting alternative novel pathways with improved safety profiles have resulted in a new era of healing in Crohn's disease management. Future combination of advanced therapies with diet or other biological drugs and small molecules, together with improvements in tight control monitoring tools and predictive biomarkers might continue to improve outcomes for patients with Crohn's disease.


Subject(s)
Crohn Disease , Humans , Crohn Disease/therapy , Crohn Disease/drug therapy , Ileum/pathology , Endoscopy , Biomarkers
9.
J Crohns Colitis ; 2024 Mar 23.
Article in English | MEDLINE | ID: mdl-38520394

ABSTRACT

INTRODUCTION: As acceptance of AI platforms increases, more patients will consider these tools as sources of information. The ChatGPT architecture utilizes a neural network to process natural language, thus generating responses based on the context of input text. The accuracy and completeness of ChatGPT3.5 in the context of Inflammatory Bowel Disease remains unclear. METHODS: In this prospective study, 38 questions worded by IBD patients were inputted into ChatGPT3.5. The following topics were covered: 1) CD, UC and malignancy, 2) maternal medicine 3) infection and vaccination 4) complementary medicine. Responses given by Chat GPT were assessed for accuracy (1 - completely incorrect to 5 - completely correct) and completeness (3-point Likert scale; range 1 - incomplete to 3 - complete) by 14 expert gastroenterologists, in comparison with relevant ECCO guidelines. RESULTS: In terms of accuracy, most replies (84.2%) had a median score of ≥4 (IQR:2) and a mean score of 3.87 (SD: +/- 0.6). For completeness, 34.2% of the replies had a median score of 3 and 55.3 % had a median score of between 2 and <3. Overall, the mean rating was 2.24 (SD: +/- 0.4, Median:2 IQR :1). Though group 3 and 4 had a higher mean for both accuracy and completeness, there was no significant scoring variation between the 4 question groups (Kruskal-Wallis test p:>0.05). However, statistical analysis for the different individual questions revealed a significant difference both for accuracy (p<0.001) and completeness (p<0.001). The questions which rated the highest for both accuracy and completeness were related to smoking, while the lowest rating was related to screening for malignancy and vaccinations especially in the context of immunosuppression and family planning. CONCLUSION: This is the first study to demonstrate the capability of an AI-based system to provide accurate and comprehensive answers to real-world patient queries in IBD. AI systems may serve as a useful adjunct for patients, in addition to standard of care in clinic and validated patient information resources. However, responses in specialist areas may deviate from evidence-based guidance and the replies need to give more firm advice.

10.
United European Gastroenterol J ; 12(5): 543-551, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38419274

ABSTRACT

BACKGROUND: Ustekinumab and tofacitinib have recently been approved for the management of moderate to severe ulcerative colitis (UC). However, there is no evidence on how they should be positioned in the therapeutic algorithm. The aim of this study was to compare tofacitinib and ustekinumab as third-line therapies in UC patients in whom anti-TNF and vedolizumab had failed. METHODS: This was a multicenter retrospective observational study. The primary outcome was disease progression, defined as the need for steroids, therapy escalation, UC-related hospitalization and/or surgery. Secondary outcomes were clinical remission, normalization of C-reactive protein, endoscopic remission, treatment withdrawal, and adverse events. RESULTS: One-hundred seventeen UC patients were included in the study and followed for a median time of 11.6 months (q1-q3, 5.5-18.7). Overall, 65% of patients were treated with tofacitinib and 35% with ustekinumab. In the entire study cohort, 63 patients (54%) had disease progression during the follow-up period. Treatment with ustekinumab predicted increased risk of disease progression compared to treatment with tofacitinib in Cox regression analysis (HR: 1.93 [95% CI: 1.06-3.50] p = 0.030). Twenty-eight (68%) patients in the ustekinumab group and 35 (46%) in the tofacitinib group had disease progression over the follow-up period (log-rank test, p < 0.054). No significant differences were observed for the secondary outcomes. Six and 22 adverse events occurred in the ustekinumab and tofacitinib groups, respectively (15% vs. 31%, p = 0.11). CONCLUSIONS: Tofacitinib was more efficacious in reducing disease progression than ustekinumab in this cohort of refractory UC patients. However, prospective head-to-head clinical trials are needed as to confirm these data.


Subject(s)
Colitis, Ulcerative , Disease Progression , Piperidines , Pyrimidines , Ustekinumab , Humans , Piperidines/therapeutic use , Piperidines/adverse effects , Ustekinumab/therapeutic use , Ustekinumab/adverse effects , Colitis, Ulcerative/drug therapy , Male , Female , Pyrimidines/therapeutic use , Pyrimidines/adverse effects , Retrospective Studies , Adult , Middle Aged , Treatment Outcome , Pyrroles/therapeutic use , Pyrroles/adverse effects , Pyrroles/administration & dosage , Remission Induction/methods
11.
Curr Gastroenterol Rep ; 26(1): 1-8, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38180722

ABSTRACT

PURPOSE OF REVIEW: Inflammatory Bowel Disease (IBD) is a chronic GI inflammatory condition induced by a dysregulated immune system activation, whereas HIV infection causes depletion of the immune system, inducing immunosuppression. Given the increasing incidence of IBD across the globe, including in developing countries, the co-prevalence of both conditions is expected to increase. Herein, we systematically review the data describing disease course when both pathologies co-exist. RECENT FINDINGS: Overall, the co-prevalence of IBD and HIV is around 0.1 to 2%. While IBD does not seem to affect HIV course, the opposite is controversial, as some studies report milder IBD phenotype, with fewer disease relapses especially when CD4 + counts are lower than 200 cells/µL. Despite growing evidence to support the safety of the use of immunosuppressants and biologics in IBD-HIV infected patients, these classes of drugs are used in less than 50% of patients, as compared to non-HIV infected IBD patients. There is a need for more studies on disease course and safety of IBD medications in the setting of IBD.


Subject(s)
Colitis, Ulcerative , HIV Infections , Inflammatory Bowel Diseases , Humans , HIV Infections/complications , HIV Infections/drug therapy , HIV Infections/epidemiology , Inflammatory Bowel Diseases/complications , Inflammatory Bowel Diseases/drug therapy , Immunosuppressive Agents/adverse effects , Immunosuppression Therapy , Colitis, Ulcerative/complications
13.
Nat Rev Gastroenterol Hepatol ; 21(2): 86-100, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37950021

ABSTRACT

Inflammatory bowel disease (IBD) is an immune-mediated inflammatory disease (IMID) of the gastrointestinal tract and includes two subtypes: Crohn's disease and ulcerative colitis. It is well-recognized that IBD is associated with a complex multifactorial aetiology that includes genetic predisposition and environmental exposures, with downstream dysregulation of systemic immune function and host-microbial interactions in the local environment in the gut. Evidence to support the notion of a multistage development of IBD is growing, as has been observed in other IMIDs such as rheumatoid arthritis and systemic lupus erythematosus. With the rising worldwide incidence of IBD, it is increasingly important to understand the complex interplay of pathological events during the different stages of disease development to enable IBD prediction and prevention strategies. In this article, we review comprehensively the current evidence pertaining to the preclinical phase of IBD, including at-risk, initiation and expansion phases. We also discuss the framework of preclinical IBD, expanding on underlying pathways in IBD development, future research directions and IBD development in the context of other IMIDs.


Subject(s)
Colitis, Ulcerative , Crohn Disease , Inflammatory Bowel Diseases , Humans , Crohn Disease/genetics , Colitis, Ulcerative/etiology , Genetic Predisposition to Disease , Immunomodulating Agents
14.
J Crohns Colitis ; 18(3): 416-423, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-37797293

ABSTRACT

BACKGROUND AND AIMS: Durable clinical remission, endoscopic healing, and biomarker normalization are key treatment goals for Crohn's disease. The selective anti-interleukin-23 p19 inhibitor risankizumab has demonstrated efficacy and safety in moderately to severely active Crohn's disease. This post-hoc analysis of data from the pivotal risankizumab maintenance study assessed whether risankizumab maintenance therapy sustained the clinical and endoscopic outcomes achieved with risankizumab induction therapy. METHODS: We evaluated 462 patients who achieved a clinical response to risankizumab intravenous induction treatment and were re-randomized to receive subcutaneous risankizumab 360 mg, subcutaneous risankizumab 180 mg, or placebo [withdrawal] every 8 weeks for 52 weeks in the randomized, controlled FORTIFY maintenance study. Maintenance of clinical, endoscopic, and biomarker endpoints at week 52 among patients who achieved these endpoints after 12 weeks of induction treatment was evaluated. RESULTS: A significantly higher proportion of patients receiving maintenance treatment with risankizumab 360 or 180 mg compared with placebo [withdrawal] maintained Crohn's Disease Activity Index remission [68.6%, 70.8%, vs 56.3%; p < 0.05], stool frequency/abdominal pain remission [69.2%, 64.1%, vs 50.5%; p < 0.01], endoscopic response [70.2%, 68.2%, vs 38.4%; p < 0.001], endoscopic remission [74.4%, 45.5%, vs 23.9%; p < 0.05], and Simple Endoscopic Score for Crohn's Disease of 0-2 [65.5%, 36.7%, vs 21.9%]. Most patients [56.8-83.3%] who achieved normalized faecal calprotectin or C-reactive protein during induction sustained them with maintenance risankizumab. CONCLUSIONS: Subcutaneous risankizumab maintenance therapy results in durable improvement in clinical and endoscopic outcomes over 1 year in patients with moderately to severely active Crohn's disease. CLINICAL TRIAL REGISTRATION NUMBER: NCT03105102.


Subject(s)
Antibodies, Monoclonal , Crohn Disease , Humans , Crohn Disease/drug therapy , Abdominal Pain , Administration, Intravenous , Biomarkers
17.
Inflamm Bowel Dis ; 2023 Nov 02.
Article in English | MEDLINE | ID: mdl-37934789

ABSTRACT

BACKGROUND: The knowledge of patients' perceptions of factors contributing to ulcerative colitis (UC) flares is limited; however, online patient communications could offer insight. This analysis aimed to identify the most frequent patient-reported triggers and symptoms of UC flares, which could highlight potential interventions for outcome improvement. METHODS: Online posts written pre- and postflare by patients with UC on 8 public forums in 6 countries between January 1, 2019, and February 14, 2021, were identified using flare-related keywords. Flare-related posts were captured and Netbase Quid™ artificial intelligence text analytics and natural language processing software were used to semantically map and identify commonly discussed themes and topics (subsets of themes). RESULTS: Of >27 000 patient posts, 12 900 were identified as flare related. The most frequent themes were treatment experiences and side effects (28.5% of posts), followed by flare symptoms (22.9% of posts). The most frequent topic was emotional/peer support (9.4% of posts), followed by experiences with mesalamine (and other oral/rectal formulations; 8.0% of posts), and dietary recommendations (6.0% of posts). Stress and anxiety were the most frequently reported flare triggers (37.9% of posts), followed by diet (28.4% of posts). Stress and anxiety were frequently identified as both triggers for, and general symptoms of, flare. Blood in the stool was the most discussed flare indicator (57.8% of posts). CONCLUSIONS: Frequently discussed patient-perceived triggers of UC flares included diet, stress, and anxiety. These results suggest that physicians could incorporate a broader and more holistic approach to UC monitoring and management than is currently practiced.


The patient-reported triggers of flares that were most frequently discussed in online forum posts are not routinely monitored during ulcerative colitis management, emphasizing the need for physicians to incorporate a broader, more holistic approach to ulcerative colitis management than currently practiced.

18.
Therap Adv Gastroenterol ; 16: 17562848231189122, 2023.
Article in English | MEDLINE | ID: mdl-37560161

ABSTRACT

Background: Tofacitinib is an oral small molecule Janus kinase inhibitor for the treatment of ulcerative colitis (UC). Objective: To assess colectomy incidence rates (IRs) and baseline characteristics for the presence of identified colectomy risk factors among patients in the tofacitinib OCTAVE UC clinical program. Design: This post hoc analysis evaluated patients in the 8-week OCTAVE Induction 1 and 2, 52-week OCTAVE Sustain, and OCTAVE Open (open-label, long-term extension) studies. Methods: IRs [95% confidence interval (CI)] for colectomy were analyzed. Baseline risk factors based on clinical guidelines: aged <40 years at diagnosis, extensive colitis, severe endoscopic disease [Mayo endoscopic subscore (MES) = 3], hospitalization for UC within 12 months, C-reactive protein (CRP) >3 mg/L, and serum albumin <3.5 g/dL. Baseline risk factors were evaluated in patients who underwent colectomy by study and summarized descriptively. Results: Over a maximum of 7.8 years of tofacitinib exposure, 14 patients underwent colectomy: 3/1139 (0.3%) in OCTAVE Induction 1 and 2 [tofacitinib 10 mg twice daily (BID): n = 2; placebo: n = 1], 3/593 (0.5%) in OCTAVE Sustain (placebo: n = 3), and 8/944 (0.8%) in OCTAVE Open (tofacitinib 10 mg BID: n = 8). Colectomy IR per 100 patient-years for all patients who received ⩾1 tofacitinib dose was 0.34 (95% CI: 0.16-0.63). All patients who underwent colectomy had ⩾1 risk factor and prior tumor necrosis factor inhibitor (TNFi) failure, among which the most common risk factors were a MES of 3 (n = 13), CRP >3 mg/L (n = 11), and aged <40 years at diagnosis (n = 9). Conclusions: Among patients with moderate to severe UC receiving tofacitinib, colectomies were infrequent; all patients undergoing colectomy had prior TNFi failure, and most had multiple additional risk factors. This provides important information to discuss with patients and inform management decisions. Registration: NCT01465763; NCT01458951; NCT01458574; and NCT01470612.

19.
Nat Med ; 29(6): 1520-1529, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37322120

ABSTRACT

Primary sclerosing cholangitis (PSC) is an immune-mediated disease of the bile ducts that co-occurs with inflammatory bowel disease (IBD) in almost 90% of cases. Colorectal cancer is a major complication of patients with PSC and IBD, and these patients are at a much greater risk compared to patients with IBD without concomitant PSC. Combining flow cytometry, bulk and single-cell transcriptomics, and T and B cell receptor repertoire analysis of right colon tissue from 65 patients with PSC, 108 patients with IBD and 48 healthy individuals we identified a unique adaptive inflammatory transcriptional signature associated with greater risk and shorter time to dysplasia in patients with PSC. This inflammatory signature is characterized by antigen-driven interleukin-17A (IL-17A)+ forkhead box P3 (FOXP3)+ CD4 T cells that express a pathogenic IL-17 signature, as well as an expansion of IgG-secreting plasma cells. These results suggest that the mechanisms that drive the emergence of dysplasia in PSC and IBD are distinct and provide molecular insights that could guide prevention of colorectal cancer in individuals with PSC.


Subject(s)
Cholangitis, Sclerosing , Colorectal Neoplasms , Inflammatory Bowel Diseases , Humans , Cholangitis, Sclerosing/complications , Cholangitis, Sclerosing/pathology , Inflammation/complications , Inflammatory Bowel Diseases/complications , Inflammatory Bowel Diseases/pathology , Colorectal Neoplasms/pathology
20.
Pharmaceuticals (Basel) ; 16(2)2023 Feb 16.
Article in English | MEDLINE | ID: mdl-37259454

ABSTRACT

Marine sources contain several bioactive compounds with high therapeutic potential, such as remarkable antioxidant activity that can reduce oxidative stress related to the pathogenesis of neurodegenerative diseases. Indeed, there has been a growing interest in these natural sources, especially those resulting from the processing of marine organisms (i.e., marine bio-waste), to obtain natural antioxidants as an alternative to synthetic antioxidants in a sustainable approach to promote circularity by recovering and creating value from these bio-wastes. However, despite their expected potential to prevent, delay, or treat neurodegenerative diseases, antioxidant compounds may have difficulty reaching the brain due to the need to cross the blood-brain barrier (BBB). In this regard, alternative delivery systems administered by different routes have been proposed, including intranasal administration of lipid nanoparticles, such as solid lipid nanoparticles (SLN) and nanostructured lipid carriers (NLC), which have shown promising results. Intranasal administration shows several advantages, including the fact that molecules do not need to cross the BBB to reach the central nervous system (CNS), as they can be transported directly from the nasal cavity to the brain (i.e., nose-to-brain transport). The benefits of using SLN and NLC for intranasal delivery of natural bioactive compounds for the treatment of neurodegenerative diseases have shown relevant outcomes through in vitro and in vivo studies. Noteworthy, for bioactive compounds obtained from marine bio-waste, few studies have been reported, showing the open potential of this research area. This review updates the state of the art of using SLN and NLC to transport bioactive compounds from different sources, in particular, those obtained from marine bio-waste, and their potential application in the treatment of neurodegenerative diseases.

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