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Guerrera CS, Platania GA, Boccaccio FM, Sarti P, Varrasi S, Colliva C, Grasso M, De Vivo S, Cavallaro D, Tascedda F, Pirrone C, Drago F, Di Nuovo S, Blom JMC, Caraci F, Castellano S. The dynamic interaction between symptoms and pharmacological treatment in patients with major depressive disorder: the role of network intervention analysis. BMC Psychiatry 2023; 23:885. [PMID: 38017462 PMCID: PMC10683186 DOI: 10.1186/s12888-023-05300-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 10/23/2023] [Indexed: 11/30/2023] Open
Abstract
INTRODUCTION The Major Depressive Disorder (MDD) is a mental health disorder that affects millions of people worldwide. It is characterized by persistent feelings of sadness, hopelessness, and a loss of interest in activities that were once enjoyable. MDD is a major public health concern and is the leading cause of disability, morbidity, institutionalization, and excess mortality, conferring high suicide risk. Pharmacological treatment with Selective Serotonin Reuptake Inhibitors (SSRIs) and Serotonin Noradrenaline Reuptake Inhibitors (SNRIs) is often the first choice for their efficacy and tolerability profile. However, a significant percentage of depressive individuals do not achieve remission even after an adequate trial of pharmacotherapy, a condition known as treatment-resistant depression (TRD). METHODS To better understand the complexity of clinical phenotypes in MDD we propose Network Intervention Analysis (NIA) that can help health psychology in the detection of risky behaviors, in the primary and/or secondary prevention, as well as to monitor the treatment and verify its effectiveness. The paper aims to identify the interaction and changes in network nodes and connections of 14 continuous variables with nodes identified as "Treatment" in a cohort of MDD patients recruited for their recent history of partial response to antidepressant drugs. The study analyzed the network of MDD patients at baseline and after 12 weeks of drug treatment. RESULTS At baseline, the network showed separate dimensions for cognitive and psychosocial-affective symptoms, with cognitive symptoms strongly affecting psychosocial functioning. The MoCA tool was identified as a potential psychometric tool for evaluating cognitive deficits and monitoring treatment response. After drug treatment, the network showed less interconnection between nodes, indicating greater stability, with antidepressants taking a central role in driving the network. Affective symptoms improved at follow-up, with the highest predictability for HDRS and BDI-II nodes being connected to the Antidepressants node. CONCLUSION NIA allows us to understand not only what symptoms enhance after pharmacological treatment, but especially the role it plays within the network and with which nodes it has stronger connections.
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Affiliation(s)
- Claudia Savia Guerrera
- Department of Educational Sciences, University of Catania, Catania, Italy
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | | | | | - Pierfrancesco Sarti
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Simone Varrasi
- Department of Educational Sciences, University of Catania, Catania, Italy
| | - Chiara Colliva
- Azienda Unità Sanitaria Locale Di Modena, Distretto Di Carpi, Carpi, Italy
| | - Margherita Grasso
- Unit of Neuropharmacology and Translation Neurosciences, Oasi Research Institute - IRCCS, Troina, Italy
| | | | | | - Fabio Tascedda
- Department of Life Sciences, University of Modena and Reggio Emilia, Modena, Italy
- Center for Neuroscience and Neurotechnology, University of Modena and Reggio Emilia, Modena, Italy
| | - Concetta Pirrone
- Department of Educational Sciences, University of Catania, Catania, Italy
| | - Filippo Drago
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Santo Di Nuovo
- Department of Educational Sciences, University of Catania, Catania, Italy
| | - Johanna M C Blom
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy.
- Center for Neuroscience and Neurotechnology, University of Modena and Reggio Emilia, Modena, Italy.
| | - Filippo Caraci
- Unit of Neuropharmacology and Translation Neurosciences, Oasi Research Institute - IRCCS, Troina, Italy
- Department of Drug and Health Sciences, University of Catania, Catania, Italy
| | - Sabrina Castellano
- Department of Educational Sciences, University of Catania, Catania, Italy
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Ishigooka J, Hoshino T, Imai T, Yoshida H, Ono M, Ota M, Moriguchi Y, Fujikawa K, Shintani A, Fernandez JL. Patient and Physician Perspectives of Depressive Symptoms and Expectations for Treatment Outcome: Results from a Web-Based Survey. Neuropsychiatr Dis Treat 2021; 17:2915-2924. [PMID: 34531658 PMCID: PMC8440229 DOI: 10.2147/ndt.s324968] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 08/18/2021] [Indexed: 12/28/2022] Open
Abstract
PURPOSE A previous international study suggested that perceptions of depression symptoms, social function, and treatment expectations are different between patients/physicians. We aimed to examine whether such differences exist in Japan. METHODS A web-based survey was conducted with patients who reported that they had been diagnosed with depression, and physicians who reported that they had treated patients with depression, in Japan. Questionnaires were designed to quantify patients' perceptions of symptoms, social function, and treatment expectations. Patients were categorized into three stages of disorder based on their reported current symptoms: severe symptomatic, mild symptomatic, and remission. Physicians were assigned up to three patients, were provided with patient information from the questionnaire completed by those patients, and finally the completed questionnaire forms for each patient. Agreement between the perceptions of the patients and physicians was examined for each stage. RESULTS Of the 2618 eligible patients, 828 were assigned to 326 eligible physicians. Overall, we found small differences in the perceptions of depression treatment between patients/physicians. Slightly fewer physicians than patients reported physical symptoms (85% vs 91%; p=0.018) in the mild symptomatic stage. Fewer physicians than patients reported cognitive symptoms in the severe (82% vs 87%; p=0.029) and mild (54% vs 66%; p=0.003) symptomatic stages. Social function was deemed to be lower by physicians than by patients, across all stages of disorder (p<0.001). Regarding treatment expectations, more physicians than patients reported "return to a normal life" in the mild symptomatic (51% vs 35%, p<0.001) and remission stages (57% vs 36%, p<0.001), and more patients than physicians reported "reduction of side effects" in the severe (10% vs 4%, p=0.004) and mild (12% vs 5%, p<0.001) symptomatic disorder stages. CONCLUSION These results suggest small differences in patient/physician perceptions of depression treatment in Japan. Discrepancies between patients'/physicians' perceptions may vary depending on the medical environment.
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Affiliation(s)
| | - Tatsuya Hoshino
- Japan Medical Office, Takeda Pharmaceutical Company Limited, Tokyo, Japan
| | - Takumi Imai
- Department of Medical Statistics, Osaka City University Graduate School of Medicine, Osaka, Japan
| | - Hisako Yoshida
- Department of Medical Statistics, Osaka City University Graduate School of Medicine, Osaka, Japan
| | - Midori Ono
- Japan Medical Office, Takeda Pharmaceutical Company Limited, Tokyo, Japan
| | - Mihoko Ota
- Japan Medical Office, Takeda Pharmaceutical Company Limited, Tokyo, Japan
| | | | - Keita Fujikawa
- Japan Medical Office, Takeda Pharmaceutical Company Limited, Tokyo, Japan
| | - Ayumi Shintani
- Department of Medical Statistics, Osaka City University Graduate School of Medicine, Osaka, Japan
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Using network analysis to explore cognitive domains in patients with unipolar versus bipolar depression: a prospective naturalistic study. CNS Spectr 2020; 25:380-391. [PMID: 31060642 DOI: 10.1017/s1092852919000968] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Despite growing evidence in the field of cognitive function in mood disorders, the neurocognitive profiles of patients with unipolar and bipolar depression still need further characterization. In this study, we applied network analysis, hypothesizing this approach could highlight differences between major depressive disorder (MDD) and bipolar disorder (BD) from a cognitive perspective. METHODS The cognitive performance of 109 patients (72 unipolar and 37 bipolar depressed outpatients) was assessed through the Montreal Cognitive Assessment (MoCA), and a series of clinical variables were collected. Differences in cognitive performance between MDD and BD patients were tested using non-parametric tests. Moreover, a network graph representing MoCA domains as nodes and Spearman's rho correlation coefficients between the domains as edges was constructed for each group. RESULTS The presence of mild cognitive impairment was observed in both MDD and BD patients during depression. No statistical significant difference was found between the two groups in terms of overall cognitive performance and across single domains. Nonetheless, network analytic metrics demonstrated different roles of memory and executive dysfunction in MDD versus BD patients: in particular, MDD network was more densely interconnected than BD network, and memory was the node with the highest betweenness and closeness centrality in MDD, while executive function was more central in BD. CONCLUSIONS From a network analytic perspective, memory impairment displays a central role in the cognitive impairment of patients with unipolar depression, whereas executive dysfunction appears to be more central in bipolar depression. Further research is warranted to confirm our results.
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Guerrera CS, Furneri G, Grasso M, Caruso G, Castellano S, Drago F, Di Nuovo S, Caraci F. Antidepressant Drugs and Physical Activity: A Possible Synergism in the Treatment of Major Depression? Front Psychol 2020; 11:857. [PMID: 32435223 PMCID: PMC7218094 DOI: 10.3389/fpsyg.2020.00857] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 04/06/2020] [Indexed: 12/18/2022] Open
Abstract
Major depressive disorder (MDD) is a severe mental illness that affects 5–20% of the general population. Current antidepressant drugs exert only a partial clinical efficacy because approximately 30% of depressed patients failed to respond to these drugs and antidepressants produce remission only in 30% of patients. This can be explained by the fact that the complex pathophysiology of depression has not been completely elucidated, and treatments have been mainly developed following the “monoaminergic hypothesis” of depression without considering the key role of other factors involved in the pathogenesis of MDD, such as the role of chronic stress and neuroinflammation. Chronic stress acts as a risk factor for the development of MDD through the impairment of neurotrophins signaling such as brain-derived neurotrophic factor (BDNF) and transforming-growth-factor-β1 (TGF-β1). Stress-induced depressive pathology contributes to altered BDNF level and function in MDD patients and, thereby, an impairment of neuroplasticity at the regional and circuit level. Recent studies demonstrate that aerobic exercise strongly increases BDNF production and it may contribute as a non-pharmacological strategy to improve the treatment of cognitive and affective symptoms in MDD. Here we will provide a general overview on the possible synergism between physical activity and antidepressants in MDD. Physical activity can synergize with antidepressant treatment by rescuing neurotrophins signaling in MDD patients, promoting neuronal health and recovery of function in MDD-related circuits, finally enhancing pharmacotherapeutic response. This synergism might be particularly relevant in elderly patients with late-life depression, a clinical subgroup with an increased risk to develop dementia.
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Affiliation(s)
- Claudia Savia Guerrera
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy.,Department of Educational Sciences, University of Catania, Catania, Italy
| | - Giovanna Furneri
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy.,Department of Educational Sciences, University of Catania, Catania, Italy
| | - Margherita Grasso
- Department of Laboratories, Oasi Research Institute - IRCCS, Troina, Italy.,Department of Drug Sciences, University of Catania, Catania, Italy
| | - Giuseppe Caruso
- Department of Laboratories, Oasi Research Institute - IRCCS, Troina, Italy
| | - Sabrina Castellano
- Department of Educational Sciences, University of Catania, Catania, Italy
| | - Filippo Drago
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Santo Di Nuovo
- Department of Educational Sciences, University of Catania, Catania, Italy
| | - Filippo Caraci
- Department of Laboratories, Oasi Research Institute - IRCCS, Troina, Italy.,Department of Drug Sciences, University of Catania, Catania, Italy
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Christensen MC, Wong CMJ, Baune BT. Symptoms of Major Depressive Disorder and Their Impact on Psychosocial Functioning in the Different Phases of the Disease: Do the Perspectives of Patients and Healthcare Providers Differ? Front Psychiatry 2020; 11:280. [PMID: 32390877 PMCID: PMC7193105 DOI: 10.3389/fpsyt.2020.00280] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 03/23/2020] [Indexed: 12/12/2022] Open
Abstract
This analysis was undertaken to examine the relationship between different symptoms of major depressive disorder (MDD) and psychosocial functioning from the perspectives of patients and healthcare providers (HCPs) across the different phases of the disease (acute, post-acute, and remission). Data regarding symptoms of MDD and psychosocial functioning, assessed by an adapted version of the Functioning Assessment Short Test (FAST) scale, were elicited via an online survey from 2,008 patients diagnosed with MDD (based on their personal experience of the disease) and 3,138 patients observed by 1,046 HCPs (based on individual patient records). Correlations between patient-reported and HCP-reported MDD symptoms and impairment of psychosocial functioning were assessed by multivariate regression analysis. The population comprised 1,946 patient respondents and 3,042 HCP-reported patients. Patients reported experiencing a wider range of symptoms and greater impairment of functioning than reported by HCPs across all phases of the disease. At the domain level, only cognitive symptoms were found to be significantly associated with functioning during the acute phase from the perspective of patients, while from the HCPs' perspective both mood and cognitive symptoms significantly impacted functioning in this phase. Significant associations were seen between mood, physical, and cognitive symptom domains and functioning in both cohorts during the post-acute and remission phases. Differences in associations between individual MDD symptoms and functioning were also observed between the two cohorts across all disease phases; in particular, HCPs found that more physical symptoms impacted functioning during remission than did patients. In summary, the results suggest that perceptions of MDD symptoms and the associations between these symptoms and functioning differ significantly between patients and HCPs across all phases of the disease. These findings further highlight the need for improved communication between patients and HCPs in order to set appropriate treatment goals and promote symptomatic and functional recovery in MDD.
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Affiliation(s)
| | | | - Bernhard T Baune
- Department of Psychiatry and Psychotherapy, University of Münster, Münster, Germany.,Department of Psychiatry, Melbourne Medical School, University of Melbourne, Melbourne, VIC, Australia.,The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Melbourne, VIC, Australia
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FEATURES OF MENSTRUAL AND GENERATIVE FUNCTION DISORDERS IN DEPRESSIVE DISORDERS OF ENDOGENOUS NATURE. WORLD OF MEDICINE AND BIOLOGY 2020. [DOI: 10.26724/2079-8334-2020-4-74-15-19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Perini G, Cotta Ramusino M, Sinforiani E, Bernini S, Petrachi R, Costa A. Cognitive impairment in depression: recent advances and novel treatments. Neuropsychiatr Dis Treat 2019; 15:1249-1258. [PMID: 31190831 PMCID: PMC6520478 DOI: 10.2147/ndt.s199746] [Citation(s) in RCA: 164] [Impact Index Per Article: 32.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2018] [Accepted: 03/14/2019] [Indexed: 12/14/2022] Open
Abstract
In the past, little or no attention was paid to cognitive disorders associated with depression (a condition sometimes termed pseudodementia). However, recent years have seen a growing interest in these changes, not only because of their high frequency in acute-stage depression, but also because they have been found to persist, as residual symptoms (in addition to affective and psychomotor ones), in many patients who respond well to antidepressant treatment. These cognitive symptoms seem to impact significantly not only on patients' functioning and quality of life, but also on the risk of recurrence of depression. Therefore, over the past decade, pharmacological research in this field has focused on the development of new agents able to counteract not only depressive symptoms, but also cognitive and functional ones. In this context, novel antidepressants with multimodal activity have emerged. This review considers the different issues, in terms of disease evolution, raised by the presence of cognitive disorders associated with depression and considers, particularly from the neurologist's perspective, the ways in which the clinical approach to cognitive symptoms, and their interpretation to diagnostic and therapeutic ends, have changed in recent years. Finally, after outlining the pharmacodynamics and pharmacokinetics of the first multimodal antidepressant, vortioxetine, it reports the main results obtained with the drug in depressed patients, also in consideration of the ever-increasing evidence on its different mechanisms of action in animal models.
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Affiliation(s)
- Giulia Perini
- Center of Cognitive and Behavioral Disorders, IRCCS Fondazione Mondino, National Institute of Neurology, Pavia, Italy.,Department of Brain and Behavior, University of Pavia, Pavia, Italy
| | - Matteo Cotta Ramusino
- Center of Cognitive and Behavioral Disorders, IRCCS Fondazione Mondino, National Institute of Neurology, Pavia, Italy.,Department of Brain and Behavior, University of Pavia, Pavia, Italy
| | - Elena Sinforiani
- Center of Cognitive and Behavioral Disorders, IRCCS Fondazione Mondino, National Institute of Neurology, Pavia, Italy
| | - Sara Bernini
- Center of Cognitive and Behavioral Disorders, IRCCS Fondazione Mondino, National Institute of Neurology, Pavia, Italy
| | - Roberto Petrachi
- Unit of Mood Disorders, Psychiatry Service, ASST, Acqui Terme, Alessandria, Italy
| | - Alfredo Costa
- Center of Cognitive and Behavioral Disorders, IRCCS Fondazione Mondino, National Institute of Neurology, Pavia, Italy.,Department of Brain and Behavior, University of Pavia, Pavia, Italy
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Italian neurologists' perception on cognitive symptoms in major depressive disorder. Neurol Sci 2016; 37:1437-42. [PMID: 27155852 DOI: 10.1007/s10072-016-2601-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2016] [Accepted: 05/02/2016] [Indexed: 10/21/2022]
Abstract
The assessment of cognition is an important part of major depressive disorder (MDD) evaluation and a crucial issue is the physicians' perception of cognitive dysfunction in MDD that remains nowadays a little known matter. The present study aims at investigating the understanding of neurologists' perception about cognitive dysfunction in MDD. An on-line survey addressed to 85 Italian neurologists in the period between May and June 2015 was performed. The questionnaire comprised three sections: the first section collecting information on neurologists' socio-demographic profile, the second investigating cognitive symptoms relevance in relation with different aspects and the third one explicitly focusing on cognitive symptoms in MDD. Cognitive symptoms are considered most significant among DSM-5 symptoms to define the presence of a Major Depressive Episode in a MDD, to improve antidepressant therapy adherence, patients' functionality and concurrent neurological condition, once resolved. Furthermore, an incongruity came to light from this survey: the neurologists considered cognitive symptoms a not relevant aspect to choose the antidepressant treatment in comparison with the other DSM-5 symptoms on one side, but they declared the opposite in the third part of the questionnaire focused on cognitive symptoms. Cognitive symptoms appeared to be a relevant aspect in MDD and neurologists have a clear understanding of this issue. Nevertheless, the discrepancy between neurologists' perception on cognitive symptoms and the antidepressant treatment highlights the feeling of an unmet need that could be filled increasing the awareness of existing drugs with pro-cognitive effects.
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