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7%; 36/67). CONCLUSION Approximately one in three US based organizations developing evidence-based guidelines report the use of GRADE but adherence to published criteria is inconsistent. As uptake of the GRADE approach increases in the US, continued efforts to train guideline methodologists and panel members are important. To make healthcare decisions, patients, clinicians, clinical practice guideline developers, researchers, policy-makers and health system managers need a comprehensive, critical, accessible, actionable and up-to-date synthesis of all available evidence in a given condition. Systematic reviews and meta-analyses are a cornerstone of healthcare decisions. However, despite the increasing number of published systematic reviews of therapeutic interventions, the current evidence synthesis ecosystem is not properly addressing stakeholders' needs. The current production process leads to a series of disparate systematic reviews due to erratic and inefficient planning with a process that is not always comprehensive, and is prone to bias. Evidence synthesis depends on the quality of primary research, so primary research that is not available, is biased or selectively reported raises important concerns. Moreover, the lack of interactions between the community of primary research producers and systematic reviewers impedes the optimal use of data. The context has considerably evolved, with ongoing research innovations, a new medical approach with the end of the one-size-fits-all approach, more available data, and new patient expectations. All these changes must be introduced into the future evidence ecosystem. Leupeptin Dramatic changes are needed to enable this future ecosystem to become user-driven and user-oriented and more useful for decision-making. OBJECTIVE The GRADE working group has recognized some scenarios in which strong recommendations may be supported by low-quality of evidence, the so-called paradigmatic situations. The adherence to these paradigmatic situations by the American Thyroid Association (ATA) guidelines, however, remains unknown STUDY DESIGN Clinical guidelines from the ATA were retrieved and deemed eligible if created utilizing GRADE or the ACP system. Reviewers, independently and in duplicate, assessed all strong recommendations based on low-quality evidence and judged their alignment with GRADE paradigmatic situations. SETTING KER Unit Mexico RESULTS A total of 5 clinical guidelines, 1 using the GRADE and 4 the ACP system, were eligible for analysis. We assessed a total of 518 recommendations, of which 355 (69%) were labeled as "strong" and 163 (31%) as "weak". A total of 151 strong recommendations were based on low-quality evidence, of which 36 (24%) were congruent with one of the five GRADE paradigmatic situations, whereas 115/151 (76%) were not consistent with any paradigmatic situations and should have been categorized as weak (23% [26/115]) or best-practice recommendations (77% [89/115]). CONCLUSIONS ATA clinical guidelines are discordant with GRADE guidance. Future guidelines should carefully evaluate the quality of evidence and recognize its limitations when developing recommendations. Major depressive disorder (MDD) is one of the leading causes of years lived with disability and contributor to the burden of disease worldwide. The incidence of MDD has increased by ~20% in the last decade. Currently antidepressant drugs such as the popular selective serotonin reuptake inhibitors (SSRIs) are the leading form of pharmaceutical intervention for the treatment of MDD. SSRIs however, are inefficient in ameliorating depressive symptoms in ~50% of patients and exhibit a prolonged latency of efficacy. Due to the burden of disease, there is an increasing need to understand the neurobiology underpinning MDD and to discover effective treatment strategies. Endogenous models of MDD, such as the Wistar-Kyoto (WKY) rat provide a valuable tool for investigating the pathophysiology of MDD. The WKY rat displays behavioural and neurobiological phenotypes similar to that observed in clinical cases of MDD, as well as resistance to common antidepressants. Specifically, the WKY strain exhibits increased anxiety- anying mechanisms of MDD, here we review the WKY strain, and its relevance to the clinic. OBJECTIVES Psychological pain increases the risk of suicidal ideas and acts, and represents a potential therapeutic target. However, the mechanisms of mental pain remain unclear. Here, we assessed the peripheral transcriptomic and central neural correlates of mental pain during a depressive episode. METHODS 172 adult un-medicated depressed patients were recruited. Leucocytes were extracted for RNA quantification at baseline (T0) and after 8 weeks (T8) of an antidepressant treatment. Ninety-nine genes of the cortisol, immune, opioid, serotonergic, and kynurenine systems were a priori selected, and 41 were sufficiently expressed to be analyzed. At both T0 and T8, mean level of mental pain over the last 15 days was measured with a visual analog scale. A subset of 38 patients was additionally scanned with Magnetic Resonance Imaging at T0. Resting-state sequences of 4 networks (default-mode, basal ganglia, central executive, salience) were examined. RESULTS Mean psychological pain scores significantly decreased between T0 and T8. At conservative p-corrected levels, T0 mental pain was significantly correlated with 11 brain clusters encompassing the prefrontal, parietal, and temporal cortices, the striatum, and the cerebellum. There was no direct association between peripheral gene expression and mean mental pain at any time points or in terms of temporal changes. However, expressions of 5HTR2B at p-corrected levels, and 5HTR3A, TPH1, and OPRL1 were correlated with the activity of several identified brain clusters at T0. Finally, while suicidal ideas and mental pain were correlated, the neural and molecular correlates of suicidal ideas were not the same. CONCLUSION Our study suggests that the serotonergic and nociceptin systems are associated with the activity of a cortico-subcortical brain network underlying the perception of mental pain during depression. Mental pain may be a necessary but insufficient condition for the emergence of suicidal ideation during depression.
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