Machine Learning-Based Prediction of Changes in the Clinical Condition of Patients With Complex Chronic Diseases: 2-Phase Pilot Prospective Single-Center Observational Study.

BACKGROUND: Functional impairment is one of the most decisive prognostic factors in patients with complex chronic diseases. A more significant functional impairment indicates that the disease is progressing, which requires implementing diagnostic and therapeutic actions that stop the exacerbation of the disease. OBJECTIVE: This study aimed to predict alterations in the clinical condition of patients with complex chronic diseases by predicting the Barthel Index (BI), to assess their clinical and functional status using an artificial intelligence model and data collected through an internet of things mobility device. METHODS: A 2-phase pilot prospective single-center observational study was designed. During both phases, patients were recruited, and a wearable activity tracker was allocated to gather physical activity data. Patients were categorized into class A (BI≤20; total dependence), class B (2060; moderate or mild dependence, or independent). Data preprocessing and machine learning techniques were used to analyze mobility data. A decision tree was used to achieve a robust and interpretable model. To assess the quality of the predictions, several metrics including the mean absolute error, median absolute error, and root mean squared error were considered. Statistical analysis was performed using SPSS and Python for the machine learning modeling. RESULTS: Overall, 90 patients with complex chronic diseases were included: 50 during phase 1 (class A: n=10; class B: n=20; and class C: n=20) and 40 during phase 2 (class B: n=20 and class C: n=20). Most patients (n=85, 94%) had a caregiver. The mean value of the BI was 58.31 (SD 24.5). Concerning mobility aids, 60% (n=52) of patients required no aids, whereas the others required walkers (n=18, 20%), wheelchairs (n=15, 17%), canes (n=4, 7%), and crutches (n=1, 1%). Regarding clinical complexity, 85% (n=76) met patient with polypathology criteria with a mean of 2.7 (SD 1.25) categories, 69% (n=61) met the frailty criteria, and 21% (n=19) met the patients with complex chronic diseases criteria. The most characteristic symptoms were dyspnea (n=73, 82%), chronic pain (n=63, 70%), asthenia (n=62, 68%), and anxiety (n=41, 46%). Polypharmacy was presented in 87% (n=78) of patients. The most important variables for predicting the BI were identified as the maximum step count during evening and morning periods and the absence of a mobility device. The model exhibited consistency in the median prediction error with a median absolute error close to 5 in the training, validation, and production-like test sets. The model accuracy for identifying the BI class was 91%, 88%, and 90% in the training, validation, and test sets, respectively. CONCLUSIONS: Using commercially available mobility recording devices makes it possible to identify different mobility patterns and relate them to functional capacity in patients with polypathology according to the BI without using clinical parameters.

Survival Impact of an On-Site Medicalization Program in the Control of COVID-19 Outbreaks in 11 Nursing Homes.

BACKGROUND: The elderly admitted to nursing homes have especially suffered the havoc of the COVID-19 pandemic since most of them are not prepared to face such health problems. METHODS: An innovative coordinated on-site medicalization program (MP) in response to a sizeable COVID-19 outbreak in three consecutive waves was deployed, sharing coordination and resources among primary care, the referral hospital, and the eleven residences. The objectives were providing the best possible medical care to residents in their environment, avoiding dehumanization and loneliness of hospital admission, and reducing the saturation of hospitals and the risk of spreading the infection. The main outcomes were a composite endpoint of survival or optimal palliative care (SOPC), survival, and referral to the hospital. RESULTS: 587 of 1199 (49%) residents were infected, of whom 123 (21%) died. Patients diagnosed before the start of the MP presented SOPC, survival, and referrals to the hospital of 83%, 74%, and 22.4%, opposite to 96%, 84%, and 10.6% of patients diagnosed while the MP was set up. The SOPC was independently associated with an MP (OR 3.4 [1.6-7.2]). CONCLUSION: During the COVID-19 outbreak, a coordinated MP successfully obtained a better rate of SOPC while simultaneously reducing the need for hospital admissions, combining optimal medical management with a more compassionate and humanistic approach in older people.

Effect of high-energy mechanical milling on the physicochemical and rheological properties of chayotextle (Sechium edule Sw.) starch.

This work evaluates the effect of high-energy mechanical milling time (7 levels, 20-80 min) on amylose content, crystallinity pattern, temperature and gelatinization enthalpy, morphology, and rheological properties of chayotextle (Sechium edule Sw.) starch. After 30 min of milling, granular structure was affected, and amylose values were the highest while crystallinity and gelatinization enthalpy decreased significantly. These changes allowed to obtain gels with viscoelastic properties where the elastic character (Ç´) prevailed upon the viscous modulus (Ǵ́). Native starch showed Tan δ values of 0.6, increased significantly (0.9) after 30 min of milling due to the surge in linear chains (amylose) and loss of granular structure. Native and modified starches showed high dependence on cutting or shear speed, presenting a non-Newtonian behavior (reofluidizers). These results indicate that mechanical grinding is an alternative to obtain modified starches with applications in the food industry.

Feasibility of the Implementation of LESS-CHRON in Clinical Practice: A Pilot Intervention Study in Older Patients With Multimorbidity.

Background and Objectives: Potentially inappropriate medication refers to the prescription of drugs whose risks outweigh the benefits. There are different pharmacotherapeutic optimization strategies to detect and avoid potentially inappropriate medications (PIMs), namely deprescription. The List of Evidence-Based Deprescribing for Chronic Patients (LESS-CHRON) criteria were designed as a tool to systematize the deprescribing process. LESS-CHRON has established itself as one of the most suitable to be applied in older (≥65 years) multimorbid patients. However, it has not been applied to these patients, to measure the impact on their treatment. For this reason, a pilot study was conducted to analyze the feasibility of implementing this tool in a care pathway. Research Design and Methods: A pre-post quasi-experimental study was conducted. Older outpatients with multimorbidity from the Internal Medicine Unit of a benchmark Hospital were included. The main variable was feasibility in clinical practice, understood as the likelihood that the deprescribing intervention recommended by the pharmacist would be applied to the patient. Success rate, therapeutic, and anticholinergic burden, and other variables related to health care utilization were analyzed. Results: A total of 95 deprescribing reports were prepared. Forty-three were evaluated by the physician who assessed the recommendations made by pharmacists. This translates into an implementation feasibility of 45.3%. The application of LESS-CHRON identified 92 PIMs. The acceptance rate was 76.7% and after 3 months 82.7% of the stopped drugs remained deprescribed. A reduction in anticholinergic burden and enhanced adherence was achieved. However, no improvement was found in clinical or health care utilization variables. Discussion and Implications: The implementation of the tool in a care pathway is feasible. The intervention has achieved great acceptance and deprescribing has been successful in a not insignificant percentage. Future studies with a larger sample size are necessary to obtain more robust results in clinical and health care utilization variables.

Cardiovascular-related proteomic changes in ECFCs exposed to the serum of COVID-19 patients.

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection significantly affects the cardiovascular system, causing vascular damage and thromboembolic events in critical patients. Endothelial dysfunction represents one of the first steps in response to COVID-19 that might lead to cardiovascular complications and long-term sequelae. However, despite the enormous efforts in the last two years, the molecular mechanisms involved in such processes remain poorly understood. Herein, we analyzed the protein changes taking place in endothelial colony forming cells (ECFCs) after the incubation with the serum from individuals infected with COVID-19, whether asymptomatic or critical patients, by application of a label free-quantitative proteomics approach. Specifically, ECFCs from healthy individuals were incubated ex-vivo with the serum of either COVID-19 negative donors (PCR-/IgG-, n:8), COVID-19 asymptomatic donors at different infective stages (PCR+/ IgG-, n:8and PCR-/IgG+, n:8), or hospitalized critical COVID-19 patients (n:8), followed by proteomics analysis. In total, 590 proteins were differentially expressed in ECFCs in response to all infected serums. Predictive analysis highlighted several proteins like CAPN5, SURF4, LAMP2 or MT-ND1, as highly discriminating features between the groups compared. Protein changes correlated with viral infection, RNA metabolism or autophagy, among others. Remarkably, the angiogenic potential of ECFCs in response to the infected serums was impaired, and many of the protein alterations in response to the serum of critical patients were associated with cardiovascular-related pathologies.

Prevalence of Potentially Inappropriate Medications in Patients With Multimorbidity According to LESS-CHRON and STOPPFrail Criteria.

OBJECTIVE: LESS-CHRON (List of Evidence-Based Deprescribing for Chronic Patients) and STOPPFrail (Screening Tool of Older Persons' Prescriptions in Frail adults with limited life expectancy) are criterion-based deprescribing tools. This study aimed to identify the prevalence of potentially inappropriate medications (PIMs) with these tools in an outpatient, polymedicated, older population with multimorbidity. DESIGN: Single-center cross-sectional observational study. SETTING AND PARTICIPANTS: PIMs and criteria subject to deprescribing identified by each tool were collected in patients who were being followed up on outpatient internal medicine consultation. METHODS: PIMs were identified by STOPPFrail and LESS-CHRON criteria reviewing medical histories and pharmacologic treatments of the patients in the electronic health card system. Sociodemographic, clinical, and pharmacologic variables were recorded. A correlation analysis between treatment tools and clinical values was performed using the nonparametric Spearman rho correlation. RESULTS: Eighty-three patients with a median of 14.4 (interquartile range 12-17) prescribed drugs were included. The total number of PIMs identified with LESS-CHRON was 158 vs 127 with STOPPFrail. Eight of the 27 criteria (29.6%) for LESS-CHRON and 15 of the 25 for STOPPFrail were found to be not applicable. A significant correlation was obtained for both tools with the number of prescribed drugs at the time of inclusion. The Profund, Barthel, and Frail-VIG index only showed a significant correlation with LESS-CHRON. CONCLUSION AND IMPLICATIONS: Both tools have shown the capacity to identify PIMs that can be deprescribed in the population studied. However, LESS-CHRON appears to have a greater detection potential in the subgroup of patients analyzed. STOPPFrail brings a certain complementarity in other areas of therapy not covered by LESS-CHRON.

Physiotherapy in palliative medicine: patient and caregiver wellness.

OBJECTIVES: Despite the demonstrated efficacy of physiotherapy in palliative care programmes, there are scarce data of its real-life impact on patients' and caregivers' wellness and stress. Our aim was to assess effectiveness of a 30-day physiotherapy programme in psychological wellness and health-related quality of life (HRQoL) of patients with advanced chronic diseases or cancer and in their caregivers' stress. METHODS: Quasiexperimental before-after study applying personalised kinesitherapy, exercise with curative effects, respiratory physiotherapy, therapeutic massages and ergotherapy. Psychological wellness, HRQoL and caregiver's strain outcomes were measured. RESULTS: 207 patients (60% men, with a mean age of 73.6±12 years) were included; 129 (62.3%) with advanced cancer, and the remaining 78 with advanced chronic diseases. Psychological wellness (Emotional Stress Detection Tool decreased from 12.4±3 to 11±3; p<0.0001), caregiver's strain (Caregiver Strain Index decreased from 8.5±3.2 to 7.9±3.5; p<0.0001) and HRQoL (WHO-BREF physical health domain increased from 8.3±2.6 to 9.4±2.9; p<0.0001) showed a significant improvement after the physiotherapy programme. Global satisfaction with the physiotherapy intervention was also high (Client Satisfaction Questionnaire-8 of 28.3±3.3 points). CONCLUSIONS: A personalised physiotherapy programme incorporated to integral palliative care improved psychological wellness, HRQoL and caregivers' strain of patients with advanced chronic diseases and cancer.

nor 3'-Demethoxyisoguaiacin from Larrea tridentata Is a Potential Alternative against Multidrug-Resistant Bacteria Associated with Bovine Mastitis.

Bovine mastitis is one of the most common diseases in dairy cows, and it causes significant economic losses in dairy industries worldwide. Gram-positive and Gram-negative bacteria can cause bovine mastitis, and many of them have developed antimicrobial resistance. There is an urgent need for novel therapeutic options to treat the disease. Larrea tridentata-derived compounds represent an important potential alternative treatment. The aim of the present study was to isolate and characterize antibacterial compounds from Larrea tridentata against multidrug-resistant bacteria associated with bovine mastitis. The L. tridentata hydroalcoholic extract (LTHE) exhibited antibacterial activity. The extract was subjected to a bipartition, giving an aqueous fraction (moderate antibacterial activity) and an organic fraction (higher antibacterial activity). Chromatographic separation of the organic fraction enabled us to obtain four active sub-fractions. Chemical analyses through HPLC techniques were conducted for the LTHE, fractions, and sub-fraction Ltc1-F3, from which we isolated two compounds, characterized by 1H and 13C NMR analyses. Compound nor-3 demethoxyisoguaiacin exhibited the best antibacterial activity against the evaluated bacteria (MIC: 0.01-3.12 mg/mL; MBC: 0.02-3.12 mg/mL). The results indicated that nor-3 demethoxyisoguaiacin can be used as an alternative treatment for multidrug-resistant bacteria associated with mastitis.

Predicting 30-Day Readmission Risk for Patients With Chronic Obstructive Pulmonary Disease Through a Federated Machine Learning Architecture on Findable, Accessible, Interoperable, and Reusable (FAIR) Data: Development and Validation Study.

BACKGROUND: Owing to the nature of health data, their sharing and reuse for research are limited by legal, technical, and ethical implications. In this sense, to address that challenge and facilitate and promote the discovery of scientific knowledge, the Findable, Accessible, Interoperable, and Reusable (FAIR) principles help organizations to share research data in a secure, appropriate, and useful way for other researchers. OBJECTIVE: The objective of this study was the FAIRification of existing health research data sets and applying a federated machine learning architecture on top of the FAIRified data sets of different health research performing organizations. The entire FAIR4Health solution was validated through the assessment of a federated model for real-time prediction of 30-day readmission risk in patients with chronic obstructive pulmonary disease (COPD). METHODS: The application of the FAIR principles on health research data sets in 3 different health care settings enabled a retrospective multicenter study for the development of specific federated machine learning models for the early prediction of 30-day readmission risk in patients with COPD. This predictive model was generated upon the FAIR4Health platform. Finally, an observational prospective study with 30 days follow-up was conducted in 2 health care centers from different countries. The same inclusion and exclusion criteria were used in both retrospective and prospective studies. RESULTS: Clinical validation was demonstrated through the implementation of federated machine learning models on top of the FAIRified data sets from different health research performing organizations. The federated model for predicting the 30-day hospital readmission risk was trained using retrospective data from 4.944 patients with COPD. The assessment of the predictive model was performed using the data of 100 recruited (22 from Spain and 78 from Serbia) out of 2070 observed (records viewed) patients during the observational prospective study, which was executed from April 2021 to September 2021. Significant accuracy (0.98) and precision (0.25) of the predictive model generated upon the FAIR4Health platform were observed. Therefore, the generated prediction of 30-day readmission risk was confirmed in 87% (87/100) of cases. CONCLUSIONS: Implementing a FAIR data policy in health research performing organizations to facilitate data sharing and reuse is relevant and needed, following the discovery, access, integration, and analysis of health research data. The FAIR4Health project proposes a technological solution in the health domain to facilitate alignment with the FAIR principles.

Serum microRNAs targeting ACE2 and RAB14 genes distinguish asymptomatic from critical COVID-19 patients.

Despite the extraordinary advances achieved to beat COVID-19 disease, many questions remain unsolved, including the mechanisms of action of SARS-CoV-2 and which factors determine why individuals respond so differently to the viral infection. Herein, we performed an in silico analysis to identify host microRNA targeting ACE2, TMPRSS2, and/or RAB14, all genes known to participate in viral entry and replication. Next, the levels of six microRNA candidates previously linked to viral and respiratory-related pathologies were measured in the serum of COVID-19-negative controls (n = 16), IgG-positive COVID-19 asymptomatic individuals (n = 16), and critical COVID-19 patients (n = 17). Four of the peripheral microRNAs analyzed (hsa-miR-32-5p, hsa-miR-98-3p, hsa-miR-423-3p, and hsa-miR-1246) were upregulated in COVID-19 critical patients compared with COVID-19-negative controls. Moreover, hsa-miR-32-5p and hsa-miR-1246 levels were also altered in critical versus asymptomatic individuals. Furthermore, these microRNA target genes were related to viral infection, inflammatory response, and coagulation-related processes. In conclusion, SARS-CoV-2 promotes the alteration of microRNAs targeting the expression of key proteins for viral entry and replication, and these changes are associated with disease severity. The microRNAs identified could be taken as potential biomarkers of COVID-19 progression as well as candidates for future therapeutic approaches against this disease.

[Transcultural translation and adaptation into spanish of the questionnaire "Healthcare task difficulty (hctd) among older-adults with multimorbidity".] / Traducción y adaptación transcultural al español del cuestionario "Healthcare task difficulty (HCTD) among older-adults with multimorbidity".

OBJECTIVE: The increase in chronic diseases as a consequence of the rising life expectancy calls for tools that allow us to analyze the difficulty that patients with multimorbidity present when performing healthcare-related tasks. To this end, we carried out a cross-cultural translation and adaptation into Spanish of the questionnaire "Healthcare Task Difficulty (HCTD) among Older Adults with Multimorbidity." METHODS: Direct translation and back translation were made, followed by a synthesis and adaptation by a third translator and a panel of experts in order to guarantee the conceptual, semantic, and content equivalence between the original questionnaire and the Spanish version. Additionally, an evaluation of the comprehension of the questionnaire in Spanish was carried out in a sample of elderly patients with multimorbidity. RESULTS: The Spanish version of the HCTD questionnaire (HCTD-E) was obtained. The overall difficulty of the translators to find an equivalent expression between both languages was low. In the synthesis and adaptation part, four discrepancies were resolved (two of them were adapted in order to use a terminology closer to our health system and the other two were completed with different examples). The comprehensibility analysis was conducted in a sample of ten elderly patients with multimorbidity, and they showed an excellent comprehensibility. CONCLUSIONS: This is the first cross-cultural adaptation to Spanish of the HCTD questionnaire. The methodology used through direct translation, back-translation and adaptation by a third translator and a panel of experts demonstrated a high level of comprehensibility of the HCTD-E, which was measured with cognitive interviews in a sample of patients.

OBJETIVO: El incremento de las enfermedades crónicas como consecuencia del aumento en la esperanza de vida, hace necesario disponer de herramientas que permitan analizar la dificultad que presentan los pacientes con multimorbilidad, a la hora de realizar tareas relacionadas con la asistencia sanitaria. Con este fin, se llevó a cabo una traducción y adaptación transcultural al español del cuestionario "Healthcare Task Difficulty (HCTD) among Older Adults with Multimorbidity". METODOS: Traducción directa y retrotraducción llevadas a cabo por dos traductores, seguidas de una síntesis y adaptación por parte de un tercer traductor. Posterior creación de un panel de expertos con el fin de garantizar la equivalencia conceptual, semántica y de contenido entre la versión original y la española. A continuación, se realizó una evaluación de la comprensión del cuestionario en español en una muestra de pacientes de edad avanzada con múltiples patologías. RESULTADOS: Se obtuvo la versión española del cuestionario HCTD (HCTD-E). La dificultad global encontrada por los traductores para hallar una expresión equivalente entre ambos idiomas fue baja. En la fase de síntesis y adaptación, se resolvieron 4 discrepancias con el fin de utilizar una terminología más cercana a nuestro sistema sanitario. El análisis de comprensibilidad se efectuó sobre una muestra de 10 pacientes, mayores y con multimorbilidad en seguimiento por Medicina Interna, el cual demostró una comprensibilidad excelente. CONCLUSIONES: Se trata de la primera adaptación transcultural al español del cuestionario HCTD. La metodología utilizada mediante traducción directa, retrotraducción y adaptación por parte de un tercer traductor y un panel de expertos, ha demostrado un alto nivel de comprensibilidad de la herramienta HCTD-E medida a través de entrevistas cognitivas realizadas en una muestra de pacientes.

Effectiveness of a On-site Medicalization Program for Nursing Homes With COVID-19 Outbreaks.

BACKGROUND: Nursing homes are highly vulnerable to the occurrence of COVID-19 outbreaks, which result in high lethality rates. Most of them are not prepared to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic. METHOD: A coordinated on-site medicalization program (MP) in response to a sizeable COVID-19 outbreak in 4 nursing homes was organized, with the objectives of improving survival, offering humanistic palliative care to residents in their natural environment, and reducing hospital referrals. Ten key processes and interventions were established (provision of informatics infrastructure, medical equipment, and human resources, universal testing, separation of "clean" and "contaminated" areas, epidemiological surveys, and unified protocols stratifying for active or palliative care approach, among others). Main outcomes were a composite endpoint of survival or optimal palliative care (SOPC), survival, and referral to hospital. RESULTS: Two hundred and seventy-two of 457 (59.5%) residents and 85 of 320 (26.5%) staff members were affected. The SOPC, survival, and referrals to hospital occurred in 77%, 72.5%, and 29% of patients diagnosed before the start of MP, with respect to 97%, 83.7%, and 17% of those diagnosed during the program, respectively. The SOPC was independently associated to MP (OR = 15 [3-81]); and survival in patients stratified to active approach, to the use of any antiviral treatment (OR = 28 [5-160]). All outbreaks were controlled in 39 [37-42] days. CONCLUSIONS: A coordinated on-site MP of nursing homes with COVID-19 outbreaks achieved a higher SOPC rate, and a reduction in referrals to hospital, thus ensuring rigorous but also humanistic and gentle care to residents.

Death risk stratification in elderly patients with covid-19. A comparative cohort study in nursing homes outbreaks.

Elderly people are more severely affected by COVID-19. Nevertheless scarce information about specific prognostic scores for this population is available. The main objective was to compare the accuracy of recently developed COVID-19 prognostic scores to that of CURB-65, Charlson and PROFUND indices in a cohort of 272 elderly patients from four nursing homes, affected by COVID-19. Accuracy was measured by calibration (calibration curves and Hosmer-Lemeshov (H-L) test), and discriminative power (area under the receiver operation curve (AUC-ROC). Negative and positive predictive values (NPV and PPV) were also obtained. Overall mortality rate was 22.4 %. Only ACP and Shi et al. out of 10 specific COVID-19 indices could be assessed. All indices but CURB-65 showed a good calibration by H-L test, whilst PROFUND, ACP and CURB-65 showed best results in calibration curves. Only CURB-65 (AUC-ROC = 0.81 [0.75-0.87])) and PROFUND (AUC-ROC = 0.67 [0.6-0.75])) showed good discrimination power. The highest NPV was obtained by CURB-65 (95 % [90-98%]), PROFUND (93 % [77-98%]), and their combination (100 % [82-100%]); whereas CURB-65 (74 % [51-88%]), and its combination with PROFUND (80 % [50-94%]) showed highest PPV. PROFUND and CURB-65 indices showed the highest accuracy in predicting death-risk of elderly patients affected by COVID-19, whereas Charlson and recent developed COVID-19 specific tools lacked it, or were not available to assess. A comprehensive clinical stratification on two-level basis (basal death risk due to chronic conditions by PROFUND index, plus current death risk due to COVID-19 by CURB-65), could be an appropriate approach.

Validation of the LESS-CHRON criteria: reliability study of a tool for deprescribing in patients with multimorbidity.

OBJECTIVE: The 'LESS-CHRON criteria' (List of Evidence-Based Deprescribing for Chronic Patients criteria) is a newly created tool with 27 criteria to guide deprescribing. It was developed using a Delphi methodology. Each criterion consists of drugs and their indications, conditions under which deprescribing would be considered, a health variable to be monitored after deprescribing and a follow-up period. The aim of our study was to evaluate the reliability of the LESS-CHRON criteria in a population of patients with multimorbidity to determine the possible usefulness of this tool in clinical practice. METHODS: We selected chronic patients with multimorbidity from an internal medicine unit who were older than 80 years old and were alive at the time of the study. To determine interobserver reliability, each professional (internist or hospital pharmacy specialist) applied the questionnaire under the same conditions and with the same resources. To determine intraobserver reliability, each health professional applied the tool at baseline and 2 months later. We measured interobserver and intraobserver reliability using the kappa coefficient. The proportion of overall agreement was also determined. RESULTS: We obtained a moderate overall kappa (ĸ=0.46, 95% CI 0.36 to 0.55) for interobserver reliability, and good (ĸ=0.65, 95% CI 0.57 to 0.78) and moderate (ĸ=0.59, 95% CI 0.49 to 0.74) values for intraobserver reliability for the internist and pharmacist, respectively. The proportion of overall agreement was very high: 92% (range: 62%-100%) for the interobserver, and 94% (80%-100%) and 93% (63%-100%) for the internist and pharmacist, respectively. CONCLUSIONS: The LESS-CHRON criteria shows early promise as a reliable method to help guide deprescribing in patients with multimorbidity. Further, more complete testing with a larger sample of prescribers is needed.

Simplificación de la escala de Barthel para el cribado de fragilidad y dependencia severa en pacientes pluripatológicos / Simplification of the Barthel scale for screening for frailty and severe dependency in polypathological patients

OBJETIVOS: Analizar la sensibilidad (S), la especificidad (E) y los valores predictivos positivo (VPP) y negativo (VPN) de cada dimensión del índice de Barthel (IB) con respecto al cuestionario completo en pacientes pluripatológicos (PPP). MÉTODOS: Estudio transversal multicéntrico. Se consideraron dos puntos de corte del IB (≥90 puntos para el cribado de fragilidad y <60 puntos para el diagnóstico de dependencia severa). Para cada dimensión y combinaciones de dos dimensiones se calcularon la S, la E, el VPP y el VPN con respecto al IB completo. RESULTADOS: El IB medio de los 1.632 PPP incluidos (edad media de 77,9+/-9,8años, 53% varones) fue 69+/-31 (<90 en el 58,7% y <60 en el 31,4% de pacientes). La dimensión «alimentación» obtuvo los mayores VPN para tener un IB≥60 y ≥90 puntos (87% y 99,6%, respectivamente). Las dimensiones «deambular» y «subir y bajar escaleras» obtuvieron el mayor VPP para tener un IB≥60 y ≥90 (99,2/99,5% y 81/92%, respectivamente; la combinación de ambas preguntas aumentó el VPP al 95 y al 99,6%, respectivamente. CONCLUSIONES: Los PPP de ámbito hospitalario presentan con elevada frecuencia deterioro funcional. La dimensión referente a alimentarse obtuvo el mayor VPN, por lo que se puede utilizar para el diagnóstico de dependencia severa, mientras que la combinación de deambular y subir y bajar escaleras obtuvo el mayor VPP, pudiendo utilizarse para plantear el cribado de fragilidad de los PPP

OBJECTIVES: To analyse the sensitivity, specificity and positive predictive (PPV) and negative predictive (NPV) values of each measure of the Barthel index (BI) compared with the full questionnaire for polypathological patients (PPPs). METHODS: Multicentre cross-sectional study. We considered 2 cut-off points for the BI (≥90 points for screening frailty and <60 points for diagnosing severe dependence). For each measure and combination of 2 measures, we calculated the sensitivity, specificity, PPV and NPV with respect to the full BI. RESULTS: The mean BI of the 1,632 included PPPs (mean age, 77.9+/-9.8years; 53% men) was 69+/-31 (<90 for 58.7% and <60 for 31.4% of the patients). The "feeding" measure achieved the highest NPV, for a BI ≥60 and ≥90 points (87% and 99.6%, respectively). The "walking" and "going up and down stairs" measures achieved the highest PPV, for a BI ≥60 and ≥90 (99.2%/99.5% and 81%/92%, respectively. The combination of the 2 measures increased the PPV to 95% and 99.6%, respectively. CONCLUSIONS: PPPs in hospital settings have a high rate of functional impairment. The measure for feeding achieved the highest NPV and can therefore be employed for diagnosing severe dependence. The combination of the measures for walking and going up and down stairs achieved the highest PPV and can therefore be employed to propose frailty screening for PPPs

Producing an Emulsified Meat System by Partially Substituting Pig Fat with Nanoemulsions that Contain Antioxidant Compounds: The Effect on Oxidative Stability, Nutritional Contribution, and Texture Profile.

The objective of this study was the incorporation of a water-oil (W/O) nanoemulsion for the partial substitution of pig fats and the addition of antioxidant compounds in an emulsified meat system (EMS). The nanoemulsion was formulated with orange essential oil and cactus acid fruit (xoconostle). The treatments were different percentages (0, 1, 2, 3, 4, and 5%) of the nanoemulsion for the substitution of pig fat in the EMS. The proximal analysis (moisture, protein, fat, and ash), texture profile (hardness, cohesiveness, springiness, and chewiness), phenolic compounds and antioxidant capacity 2, 2-diphenyl-1-picrylhydrazyl (DPPH), 2,2'-Azino-bis-3-ethylbenzothiazoline-6-sulfonic acid (ABTS), and 2-thiobarbituric acid reactive substances (TBARS) were evaluated. All variables showed significant differences (p < 0.05). The results for protein, fat, and ash exhibited increments with the addition of the nanoemulsion, and moisture loss was reduced. The profile showed increments in hardness and chewiness. The addition of the nanoemulsion incremented the phenolic compounds and antioxidant capacity (DPPH and ABTS), decreased production of Malonaldehyde, and reduced lipid oxidation. The result of the addition of the nanoemulsion in the EMS is a product with a substantial nutritional contribution, antioxidant capacity, and excellent shelf life.

A multidisciplinary approach for patients with multiple chronic conditions: IMPACTO study / Plan de asistencia continuada multidisciplinar a pacientes pluripatológicos: estudio IMPACTO

Background and objective: The objective of the study was to evaluate the effects of a multidisciplinary intervention on the outcomes of polypathological patients (PP). Methods: A multicenter quasi-experimental pre-post study with a 12-month follow up was performed. In-hospital, at discharge and outpatient clinics patients who met criteria of PP between March 2012 and October 2013 were included. The multidisciplinary approach was defined by 11 interventions performed by general practitioners, internal medicine physicians, team care nurses and hospital pharmacists. The primary outcome was reduction in the number of hospital admissions and days of hospitalization. Secondary outcomes included mortality and the effects of 11 interventions on mortality. Results: 420 patients were included. Mean patient age was 77.3 (SD: 8.90) and average number of PP defining categories was 2.99 (SD: 1.00). Number of hospital admissions and days of hospitalization decreased significantly after intervention: 1.52 (SD: 1.35) versus 0.82 (SD: 1.29), p<0.001, and 13.77 (SD: 15.20) versus 7.21 (SD: 12.90), p<0.001 respectively. 12-month mortality was 37.7%. PP who failed to receive a structured medical visit from the internal medicine physician and educational workshops from the team care nurses had a higher risk of exitus in the next 12 months, HR: 1.68; 95% CI: 1.15-2.46, p=0.007 and HR: 2.86; 95% CI: 1.92-4.27, p<0.001, respectively. Conclusions: This multidisciplinary intervention reduced the risk of PP hospital admission and days of hospitalization. Educational workshop programs for PP and their caregivers and structured IM medical visits were associated with improvements of survival

Introducción y objetivo: El objetivo del estudio fue evaluar los resultados en salud tras la implantación de una intervención multidisciplinar a pacientes pluripatológicos (PP). Metodología: Se realizó un estudio multicéntrico antes-después cuasi-experimental, con seguimiento a 12 meses. Se incluyeron pacientes que cumplían los criterios de PP entre marzo de 2012 y octubre de 2013, tanto en el ámbito hospitalario como en atención primaria. El enfoque multidisciplinar fue definido por 11 intervenciones realizadas por médicos de familia, médicos internistas, enfermeras y farmacéuticos hospitalarios. El resultado fundamental fue la reducción en el número de ingresos hospitalarios y días de hospitalización al año de seguimiento. Los resultados secundarios incluyeron la mortalidad y los efectos de las intervenciones sobre la misma. Resultados: Se incluyeron 420 pacientes. La edad media de los pacientes fue de 77,3 (DE: 8,90) y la media de categorías definitorias de PP fue de 2,99 (DE: 1,00). El número de ingresos hospitalarios y los días de hospitalización disminuyeron significativamente después de la intervención: 1,52 (DE: 1,35) versus 0,82 (DE: 1,29), p<0,001 y 13,77 (DE: 15,20) versus 7,21 (DE: 12,90), p<0,001, respectivamente. La mortalidad a los 12 meses fue del 37,7%. Los PP que no recibieron la visita médica estructurada del médico internista tras la inclusión y los talleres educativos de las enfermeras tuvieron un mayor riesgo de exitus en los 12 meses de seguimiento, HR: 1,68; IC del 95%: 1,15-2,46, p=0,007 y HR: 2,86; IC del 95%: 1,92-4,27, p<0,001, respectivamente. Conclusiones: Esta intervención multidisciplinaria reduce el riesgo de ingreso y los días de ingreso hospitalario en PP. Los programas de talleres educativos para PP y sus cuidadores, y las visitas médicas estructuradas por parte de medicina interna se asociaron con una mayor supervivencia

Selection of interventions aimed at improving medication adherence in patients with multimorbidity.

OBJECTIVES: To select interventions aimed at improving medication adherence in patients with multimorbidity by means of a standardised methodology. METHODS: A modified Delphi methodology was used to reach consensus. Interventions that had demonstrated their efficacy in improving medication adherence in patients with multimorbidity or in similar populations were identified from a literature search of several databases (PubMed, EMBASE, the Cochrane Library, Center for Reviews and Dissemination, and Web of Science). 11 experts in medication adherence and/or chronic disease scored the selected interventions for appropriateness according to three criteria: strength of the evidence that supported each intervention, usefulness in patients with multimorbidity, and feasibility of implementation in clinical practice. The final set of interventions was selected according to appropriateness and agreement based on the Delphi methodology. RESULTS: 566 articles were retrieved in the literature search. Nine systematic reviews were included. 33 interventions were initially selected for evaluation by the panellists. Consensus after two Delphi rounds was reached on 16 interventions. Five interventions were categorized as educational, six as behavioural and five were related to other aspects of interest. CONCLUSIONS: The interventions selected following a comprehensive and standardized methodology, could be used to improve medication adherence in patients with multimorbidity.