Autoregressive Point-Processes as Latent State-Space Models: a Moment-Closure Approach to Fluctuations and Autocorrelations

Modeling and interpreting spike train data is a task of central importance in computational neuroscience, with significant translational implications. Two popular classes of data-driven models for this task are autoregressive Point Process Generalized Linear models (PPGLM) and latent State-Space models (SSM) with point-process observations. In this letter, we derive a mathematical connection between these two classes of models. By introducing an auxiliary history process, we represent exactly a PPGLM in terms of a latent, infinite dimensional dynamical system, which can then be mapped onto an SSM by basis function projections and moment closure. This representation provides a new perspective on widely used methods for modeling spike data, and also suggests novel algorithmic approaches to fitting such models. We illustrate our results on a phasic bursting neuron model, showing that our proposed approach provides an accurate and efficient way to capture neural dynamics

organization of psychological activities in italian cardiac rehabilitation and prevention survey on the implementation of guidelines for psychological activities in cardiac rehabilitation and prevention

The present study was developed as part of a comprehensive evaluation of the state of the art of knowledge and implementation of the Italian Guidelines for psychological activities in Cardiac Rehabilitation, published in 2003 by the Working Group of Psychology of the Italian Society of Cardiac Rehabilitation (GICR). Methods. A questionnaire was designed to collect detailed information on facilities, organization, staffing level, professional background and activities carried out by psychologists working in Italian Cardiac Rehabilitation Units (CRU). Out of 144 Italian CRU (inventory 2004), 107 reported structured psychological programmes. The questionnaires were sent by conventional mail to the referring psychologist of these 107 CRU; they were invited to participate in the survey on a purely voluntary basis. Results. Responses were received from 70 (65.4%) of 107 CRU. 55 CRU (79.8%) report a good knowledge of the published GL; 10.1% declare that the psychologists did not know the current GL. 84.5% consider the GL to be fully applicable, while 15.5% believe that they are only partly applicable. Psychological assessment is performed through clinical interview (94.3%) and psychometric tests (81.4%). 92.8% of the CRU use screening instruments in order to evaluate psychosocial risk factors, in particular anxiety and depression (64.3%). Quality of life (22.8%) and cognitive impairment (17.1%) are not routinely assessed. Educational interventions are planned in 87.1% of the CR programme and are extended to the family members (51%) as well as counselling (57%). Psychological programme includes smoking (56%) and eating behaviour (55%) group interventions. Stress management is routinely planned in 69% of the CRU. Psychological intervention tailored to individual needs of the patients is performed in 62.9% CRU. Written final reports are available in 88.6% cases. The follow-up is carried out by 48.6% of the CRU, 15.7% in a structured way. Conclusions. The survey shows wide discrepancies in the provision of psychological activities in Italian CRU. Nevertheless psychological assessment and interventions seem acceptably coherent with current national GL on CR

Presentation of the Psycho-Cardiological Schedule and convergence levels analyses among the psycho-cardiological screening and the psychological assessment

In Cardiovascular Rehabilitation the increasing inpatients complexity suggests the necessity to develop screening methods which allow to identify those patients that require a psychological intervention. Material and methods: A Psycho-Cardiological Schedule (PCS) was developed with the aim of detecting the critical situation indicators or the presence of psychological, social and cognitive problems. The PCS, compiled by a nurse or cardiologist in collaboration with a psychologist, allows to assess the need for a deeper psychological examination, clinical and/or with tests. Aim of the present study is to identify the convergence levels among the observational and anamnestic data of the PCS collected by a nurse and the clinical and/or test data of the psychological deeper assessment. Results: Among the 87 patients recruited in January- February 2010, 28 (aged 53.5±12.6, M=20, F=8) fulfilled the criteria for a deeper psychological examination: age <50, manifestation of psychological/behavioural problems, neuropsychological disorders, low adherence to prescriptions, inadequate disease knowledge/representation. From data comparisons emerged convergence levels with 100% concordance as to smoke habits and problems in social-family support. High convergence levels also resulted as to emotional and/or behavioural problems (92.8%) and inadequate adherence to prescriptions (89.3%). Lower levels of concordance (82.1%) emerged when considering disease knowledge/ representation, issues specifically linked to cognition and subjective illness experience, not directly detectable from behaviour. Conclusions: our data confirm the synergic efficacy of the two evaluations: the Psycho-Cardiological Schedule reliably identifies the problematic macro-categories, mainly if they are characterized by behavioural indicators, which facilitate the detection. The psychological approach appears more suitable for better specifing macro-categories characteristics and for detecting critical aspects not overt but not less important, providing therefore advice for a therapeutic psychological management

Into the cognitive constructs related to adherence to treatment in CHD outpatients: the importance of accepting the disease limitations

Background and aims: Poor adherence to clinical prescriptions has been recognized as a major problem in management of chronic diseases. Only few studies tried to identify which factors could be considered predictive of low adherence to pharmacological and non pharmacological prescriptions in Coronary Heart Disease (CHD) patients. The aims of our observational-longitudinal study were to assess in CHD outpatients admitted to a Cardiological Day Hospital (DH): self-reported knowledge and acceptance about illness, perceived self-efficacy in disease management and emotional status, and the possible relationships among these variables. Methods: Patients were assessed at baseline during the first days of DH and few days before discharge (follow-up) by the Adherence Schedule in Ischemic Heart Disease (ASIHD) and by the Anxiety and Depression Scale (AD). The ASIHD is a tool specifically aimed at evaluating the cognitive, relational and behavioural antecedents of adherence to treatment of patients suffering CHD. The rehabilitation programme comprised: individualized physical training, nutrition monitoring, psychological assessment and psychoeducational interventions, when indicated. Baseline and follow- up clinical data, ASHID and AD scores were analysed both considering the whole sample (n=117) and the subgroup which met the clinical criteria for psychological counselling (n=35, psychologically treated group). Intracorrelation and intercorrelation coefficients of the whole sample baseline data were calculated among ASIHD, AD scores and socio-demographic data. Results: Our CHD outpatients (62.6±9.3 years) were mainly male, married and retired. They had 5,2 years of illness on the average, and only 9% of them were still smokers, whereas 62% had smoked in the past. Total and LDL cholesterol levels showed a significant reduction at follow up evaluation. Among ASIHD baseline item scores, many statistically significant intracorrelations emerged, in particular: disease limitations acceptance showed significant positive correlations with disease knowledge (r=.34, p=.0001), family/friend support (r=.27, p=.003), following dietary prescriptions (r=.38, p=.0001), exercise (r=.35, p=.0001), taking medicines punctually (r=.35, p=.0001), identifying physical/ psychological fatigue (r=.45, p=.0001), monitoring clinical parameters (r=.42, p=.0001), management of stressful situations (r=.26, p=.006), and reducing stress sources (r=.34, p=.0001). Concerning the significant intercorrelations between AD and ASIHD scores, disease acceptance showed negative correlations with anxiety and depression (r=-.27, p=.004; r=-.26, p=.004 respectively). Conclusions: The pathway stemmed from our data enlights that in the area of cognitive and relational antecedents of adeherence, accepting the disease limitations can be considered a central issue in CHD patient’s illness adjustment and prescriptions adherence. Moreover, the ASHID resulted a useful synthetic schedule of psychological/behavioural variables regarding perceived self-efficacy in disease management. This may facilitate a synergic team work on common priorities that respect the point of view of the patient and the clinical-rehabilitation purposes

Frailty and rehabilitation outcome in older patients with cardiorespiratory disease: Preliminary multidimensional data

Chronic heart failure (CHF) and chronic obstructive pulmonary disease (COPD) are two clinical conditions often associated with cognitive dysfunctions, psychological distress, poor quality of life (QoL), and functional worsening. In addition, since patients suffering from these conditions are often older adults, frailty syndrome represented a further and important issue to be investigated. The present preliminary study aimed to perform a multidimensional assessment of CHF COPD older patients (age ≥65) undergoing cardiac or pulmonary rehabilitation. The characteristics of the included patients (30 CHF and 30 COPD) resulted almost similar, except for the COPD patients' longer duration of illness and better performances in Addenbrooke's cognitive examination III subtests and short physical performance battery (SPPB). No significant differences were found in the frailty evaluation, but a consistent number of patients resulted to be frail (CHF=36.7% vs COPD=26.6%). After the rehabilitation program, a significant improvement was found in the whole sample concerning the executive functions (14.34±2.49 vs 15.62±2.22, p=0.001), quality of life (58.77±18.87 vs 65.82±18.45, p=0.003), depressive and anxious symptoms (6.27±4.21 vs 3.77±3.39, p=0.001 and 5.17±3.40 vs 3.38±3.21, p=0.001), frailty status [4.00 (3.00,5.00) vs 3.00 (3.00,5.00) p=0.035] and functional exercise abilities [SPPB, 7.40±3.10 vs 9.51±3.67, p=0.0002; timed up and go test, 14.62±4.90 vs 11.97±4.51, p=<0.0001; 6-minute walking test, 353.85±127.62 vs 392.59±123.14, p=0.0002]. Preliminary results showed a substantial homogeneity of CHF and COPD older patients' cognitive, psychosocial, frailty, and functional characteristics. Nevertheless, the specific rehabilitation intervention appears promising in both clinical populations. This trial has been registered with the ClinicalTrials.gov, NCT05230927 registration number (clinicaltrials.gov/ct2/show/NCT05230927)

ISYDE-Ψ* First step of the implementation of guidelines for psychology activities in cardiac rehabilitation and prevention *Italian SurveY on CarDiac REhabilitation – Psychology

The Italian SurveY on CarDiac REhabilitation – Psychology (ISYDE-Ψ) was developed, in line with the indications of the Italian National Guidelines Program, as part of a project to implement and apply the guidelines for psychology interventions in cardiac rehabilitation and prevention published in 2003. The Task Force on Psychological Interventions in Cardiac Rehabilitation conducted this pilot survey of the existing situation of Psychology in order to prepare the ground for implementation of the guidelines through interactive training. As part of the evaluation of training requirements a questionnaire was elaborated to gather information on the models of organization of and activities carried out by psychologists working in the surveyed cardiac rehabilitation facilities. Data collection for ISYDE-Ψ terminated at the end of March 2005, with replies from 68/107 (63.6%) structures. In the light of this response, the Task Force has developed a training project for psychologists working in cardiac rehabilitation, sponsored by the Italian Council of Psychologists, that will be implemented in different regions of the country with the aim of disseminating the guidelines and promoting their correct application despite the existing regional disparities in organization

COVID-19 symptoms at hospital admission vary with age and sex: results from the ISARIC prospective multinational observational study

Background: The ISARIC prospective multinational observational study is the largest cohort of hospitalized patients with COVID-19. We present relationships of age, sex, and nationality to presenting symptoms. Methods: International, prospective observational study of 60 109 hospitalized symptomatic patients with laboratory-confirmed COVID-19 recruited from 43 countries between 30 January and 3 August 2020. Logistic regression was performed to evaluate relationships of age and sex to published COVID-19 case definitions and the most commonly reported symptoms. Results: ‘Typical’ symptoms of fever (69%), cough (68%) and shortness of breath (66%) were the most commonly reported. 92% of patients experienced at least one of these. Prevalence of typical symptoms was greatest in 30- to 60-year-olds (respectively 80, 79, 69%; at least one 95%). They were reported less frequently in children (≤ 18 years: 69, 48, 23; 85%), older adults (≥ 70 years: 61, 62, 65; 90%), and women (66, 66, 64; 90%; vs. men 71, 70, 67; 93%, each P &lt; 0.001). The most common atypical presentations under 60 years of age were nausea and vomiting and abdominal pain, and over 60 years was confusion. Regression models showed significant differences in symptoms with sex, age and country. Interpretation: This international collaboration has allowed us to report reliable symptom data from the largest cohort of patients admitted to hospital with COVID-19. Adults over 60 and children admitted to hospital with COVID-19 are less likely to present with typical symptoms. Nausea and vomiting are common atypical presentations under 30 years. Confusion is a frequent atypical presentation of COVID-19 in adults over 60 years. Women are less likely to experience typical symptoms than men

31st Annual Meeting and Associated Programs of the Society for Immunotherapy of Cancer (SITC 2016) : part two

Background The immunological escape of tumors represents one of the main ob- stacles to the treatment of malignancies. The blockade of PD-1 or CTLA-4 receptors represented a milestone in the history of immunotherapy. However, immune checkpoint inhibitors seem to be effective in specific cohorts of patients. It has been proposed that their efficacy relies on the presence of an immunological response. Thus, we hypothesized that disruption of the PD-L1/PD-1 axis would synergize with our oncolytic vaccine platform PeptiCRAd. Methods We used murine B16OVA in vivo tumor models and flow cytometry analysis to investigate the immunological background. Results First, we found that high-burden B16OVA tumors were refractory to combination immunotherapy. However, with a more aggressive schedule, tumors with a lower burden were more susceptible to the combination of PeptiCRAd and PD-L1 blockade. The therapy signifi- cantly increased the median survival of mice (Fig. 7). Interestingly, the reduced growth of contralaterally injected B16F10 cells sug- gested the presence of a long lasting immunological memory also against non-targeted antigens. Concerning the functional state of tumor infiltrating lymphocytes (TILs), we found that all the immune therapies would enhance the percentage of activated (PD-1pos TIM- 3neg) T lymphocytes and reduce the amount of exhausted (PD-1pos TIM-3pos) cells compared to placebo. As expected, we found that PeptiCRAd monotherapy could increase the number of antigen spe- cific CD8+ T cells compared to other treatments. However, only the combination with PD-L1 blockade could significantly increase the ra- tio between activated and exhausted pentamer positive cells (p= 0.0058), suggesting that by disrupting the PD-1/PD-L1 axis we could decrease the amount of dysfunctional antigen specific T cells. We ob- served that the anatomical location deeply influenced the state of CD4+ and CD8+ T lymphocytes. In fact, TIM-3 expression was in- creased by 2 fold on TILs compared to splenic and lymphoid T cells. In the CD8+ compartment, the expression of PD-1 on the surface seemed to be restricted to the tumor micro-environment, while CD4 + T cells had a high expression of PD-1 also in lymphoid organs. Interestingly, we found that the levels of PD-1 were significantly higher on CD8+ T cells than on CD4+ T cells into the tumor micro- environment (p < 0.0001). Conclusions In conclusion, we demonstrated that the efficacy of immune check- point inhibitors might be strongly enhanced by their combination with cancer vaccines. PeptiCRAd was able to increase the number of antigen-specific T cells and PD-L1 blockade prevented their exhaus- tion, resulting in long-lasting immunological memory and increased median survival

MASCoD-Multidimensional Assessment of Subjective Cognitive Decline

: Subjective cognitive decline (SCD) is a subclinical cognitive impairment that is complained by the individual without being objectively supported at clinical, diagnostic, and neuropsychological levels. It can negatively impact on patient's frailty and quality of life, as well as on the caregiver's burden. Moreover, it can be prodromal to Mild Cognitive Impairment or dementia. Although the clinical manifestations of SCD can differ along with several cognitive domains, to date there are only screening tools to investigate subjective memory complaints. Thus, the first aim of this paper is to propose a preliminary English and Italian version of a new screening tool called MASCoD (Multidimensional Assessment of Subjective Cognitive Decline); the second aim is to propose its preliminary adoption on a pilot sample. This schedule is a brief test derived from the review of the literature and the clinical experience provided by an experts panelist. From pilot tests, it seems promising as it can help the professional to make differential diagnosis and to predict the risk of developing severe cognitive impairment over time, developing a personalized care path. This screening tool is brief, easily embeddable in usual clinical assessment, and administrable by different professionals. Furthermore, following validation, it will allow to collect manifold cognitive manifestations of SCD, addressing the shortage of previous validated instruments globally assessing cognition affected by this condition

The Montescano Effect: Being Resilient Through Challenges and Changes

Hospitals are places where you live a piece of your life, no matter you are healthcare professional, patient or caregiver. This editorial describes the humanistic approach to medicine adopted by the Montescano Institute, an Italian research and clinical hospital dedicated to the rehabilitation of neurological and cardiopulmonary diseases according to updated international guidelines. The aim of these “notes from the field” is to provide a sound example of humanistic clinical practice before, during and after the challenges posed by the COVID-19 pandemic. In this environmental each individual is indeed engaged in relationships, which trigger mutual empowerment and growth