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1.
Alzheimers Res Ther ; 15(1): 183, 2023 10 23.
Artículo en Inglés | MEDLINE | ID: mdl-37872582

RESUMEN

BACKGROUND: In MAPT (Multidomain Alzheimer Preventive Trial), a cognitive effect of multidomain intervention (MI) was showed in non-demented subjects with positive amyloid PET. However, screening eligible patients for multidomain intervention by PET is difficult to generalize in real-world settings. METHODS: MAPT study was a 3-year, randomized, placebo-controlled trial followed by a 2-year observational and optional extension. All participants were non-demented and randomly assigned (1:1:1:1) to the MI plus omega 3, MI plus placebo, omega 3 alone, or placebo alone group. The objectives were to assess the cognitive effect of MAPT interventions (omega 3 supplementation, MI, combined intervention) in non-demented subjects according to amyloid blood status at 12, 36, and 60 months. In this subgroup analysis (n = 483), amyloid status was defined by plasma Aß42/40 ratio (cutoff ≤ 0.0107). The primary outcome measure was the change in cognitive composite score after a 1, 3, and 5-year clinical follow-up. RESULTS: The intention-to-treat (ITT) population included 483 subjects (161 positive and 322 negative amyloid participants based on plasma Aß42/40 ratio). In the positive amyloid ITT population, we showed a positive effect of MI plus omega 3 on the change in composite cognitive score in 12 (raw p = .0350, 0.01917, 95% CI = [0.0136 to 0.3699]) and 36 months (raw p = .0357, 0.2818, 95% CI = [0.0190 to 0.5446]). After correction of multiple comparisons and adjustments, these differences were not significant (adjusted p = .1144 and .0690). In the per-protocol positive amyloid group (n = 154), we observed a significant difference between the combined intervention and placebo groups at 12 (p = .0313, 0.2424, 0.0571 to 0.4276) and 36 months (p = .0195, 0.3747, 0.1055 to 0.6439) persisting after adjustment. In the ITT and per-protocol analyses, no cognitive effect was observed in the positive and negative amyloid group at 60-month visit. CONCLUSIONS: These findings suggest a benefit of MI plus omega 3 in positive blood amyloid subjects. This promising trend needs to be confirmed before using blood biomarkers for screening in preventive trials. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT01513252 .


Asunto(s)
Enfermedad de Alzheimer , Ácidos Grasos Omega-3 , Humanos , Enfermedad de Alzheimer/tratamiento farmacológico , Ácidos Grasos Omega-3/farmacología , Ácidos Grasos Omega-3/uso terapéutico , Proyectos de Investigación , Amiloide , Cognición
2.
Am J Clin Nutr ; 116(6): 1492-1506, 2022 12 19.
Artículo en Inglés | MEDLINE | ID: mdl-36253968

RESUMEN

BACKGROUND: The association between omega-3 (ω-3) PUFAs and cognition, brain imaging and biomarkers is still not fully established. OBJECTIVES: The aim was to analyze the cross-sectional and retrospective longitudinal associations between erythrocyte ω-3 index and cognition, brain imaging, and biomarkers among older adults. METHODS: A total of 832 Alzheimer's Disease Neuroimaging Initiative 3 (ADNI-3) participants, with a mean (SD) age of 74.0 (7.9) y, 50.8% female, 55.9% cognitively normal, 32.7% with mild cognitive impairment, and 11.4% with Alzheimer disease (AD) were included. A low ω-3 index (%EPA + %DHA) was defined as the lowest quartile (≤3.70%). Cognitive tests [composite score, AD Assessment Scale Cognitive (ADAS-Cog), Wechsler Memory Scale (WMS), Trail Making Test, Category Fluency, Mini-Mental State Examination, Montreal Cognitive Assessment] and brain variables [hippocampal volume, white matter hyperintensities (WMHs), positron emission tomography (PET) amyloid-ß (Aß) and tau] were considered as outcomes in regression models. RESULTS: Low ω-3 index was not associated with cognition, hippocampal, and WMH volume or brain Aß and tau after adjustment for demographics, ApoEε4, cardiovascular disease, BMI, and total intracranial volume in the cross-sectional analysis. In the retrospective analysis, low ω-3 index was associated with greater Aß accumulation (adjusted ß = 0.02; 95% CI: 0.01, 0.03; P = 0.003). The composite cognitive score did not differ between groups; however, low ω-3 index was significantly associated with greater WMS-delayed recall cognitive decline (adjusted ß = -1.18; 95% CI: -2.16, -0.19; P = 0.019), but unexpectedly lower total ADAS-Cog cognitive decline. Low ω-3 index was cross-sectionally associated with lower WMS performance (adjusted ß = -1.81, SE = 0.73, P = 0.014) and higher tau accumulation among ApoE ε4 carriers. CONCLUSIONS: Longitudinally, low ω-3 index was associated with greater Aß accumulation and WMS cognitive decline but unexpectedly with lower total ADAS-Cog cognitive decline. Although no associations were cross-sectionally found in the whole population, low ω-3 index was associated with lower WMS cognition and higher tau accumulation among ApoE ε4 carriers. The Alzheimer's Disease Neuroimaging Initiative (ADNI) is registered at clinicaltrials.gov as NCT00106899.


Asunto(s)
Enfermedad de Alzheimer , Disfunción Cognitiva , Ácidos Grasos Omega-3 , Femenino , Humanos , Anciano , Masculino , Enfermedad de Alzheimer/diagnóstico por imagen , Estudios Transversales , Apolipoproteína E4/genética , Estudios Retrospectivos , Neuroimagen/métodos , Péptidos beta-Amiloides , Cognición , Encéfalo/diagnóstico por imagen , Disfunción Cognitiva/diagnóstico por imagen , Disfunción Cognitiva/psicología , Biomarcadores , Tomografía de Emisión de Positrones , Eritrocitos
3.
BMJ Open ; 12(4): e051881, 2022 04 29.
Artículo en Inglés | MEDLINE | ID: mdl-35487733

RESUMEN

OBJECTIVE: To investigate the prevalence of polypharmacy and characteristics associated with polypharmacy in older adults from seven European cities. DESIGN: Cross-sectional study of baseline data from DO-HEALTH. SETTING AND PARTICIPANTS: DO-HEALTH enrolled 2157 community-dwelling adults age 70 and older from seven centres in Europe. Participants were excluded if they had major health problems or Mini-Mental State Examination Score <24 at baseline. PRIMARY OUTCOME MEASURES: Extensive information on prescription and over-the-counter medications were recorded. Polypharmacy was defined as the concomitant use of five or more medications, excluding vitamins or dietary supplements. Bivariate and multivariable logistic regression was used to test the association of sociodemographic factors (age, sex, years of education, living situation and city) and health-related indicators (number of comorbidities, cognitive function, frailty status, body mass index (BMI), prior fall, self-rated health and smoking status) with polypharmacy. RESULTS: 27.2% of participants reported polypharmacy ranging from 16.4% in Geneva to 60.8% in Coimbra. In the multivariable logistic regression analyses, older age (OR 1.07; 95% CI 1.04 to 1.10), greater BMI (OR 1.09; 95% CI 1.06 to 1.12) and increased number of comorbidities (OR 2.13; 95% CI 1.92 to 2.36) were associated with polypharmacy. Women were less likely to report polypharmacy than men (OR 0.65; 95% CI 0.51 to 0.84). In comparison to participants from Zurich, participants from Coimbra were more likely to report polypharmacy (OR 2.36; 95% CI 1.56 to 3.55), while participants from Geneva or Toulouse were less likely to report polypharmacy ((OR 0.36; 95% CI 0.22 to 0.59 and OR 0.64; 95% CI 0.42 to 0.96), respectively). Living situation, smoking status, years of education, prior fall, cognitive function, self-rated health and frailty status were not significantly associated with polypharmacy. CONCLUSION: Polypharmacy is common among relatively healthy older adults, with moderate variability across seven European cities. Independent of several confounders, being a woman, older age, greater BMI and greater number of comorbidities were associated with increased odds for polypharmacy. TRIAL REGISTRATION NUMBER: NCT01745263.


Asunto(s)
Fragilidad , Vida Independiente , Anciano , Estudios Transversales , Europa (Continente)/epidemiología , Femenino , Fragilidad/epidemiología , Humanos , Masculino , Polifarmacia , Prevalencia
4.
Front Nutr ; 8: 771470, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34859035

RESUMEN

Background: Whether multiple nutritional deficiencies have a synergic effect on mobility loss remains unknown. This study aims to evaluate associations between multi-nutritional deficits and physical performance evolution among community-dwelling older adults. Methods: We included 386 participants from the Multidomain Alzheimer Preventive Trial (MAPT) (75.6 ± 4.5 years) not receiving omega-3 polyunsaturated fatty acid (PUFA) supplementation and who had available data on nutritional deficits. Baseline nutritional deficits were defined as plasma 25 hydroxyvitamin D <20 ng/ml, plasma homocysteine >14 µmol/L, or erythrocyte omega-3 PUFA index ≤ 4.87% (lower quartile). The Short Physical Performance Battery (SPPB), gait speed, and chair rise time were used to assess physical performance at baseline and after 6, 12, 24, 36, 48, and 60 months. We explored if nutrition-physical performance associations varied according to the presence of low-grade inflammation (LGI) and brain imaging indicators. Results: Within-group comparisons showed that physical function (decreased SPPB and gait speed, increased chair rise time) worsened over time, particularly in participants with ≥2 nutritional deficits; however, no between-group differences were observed when individuals without deficit and those with either 1 or ≥2 deficits were compared. Our exploratory analysis on nutritional deficit-LGI interactions showed that, among people with ≥2 deficits, chair rise time was increased over time in participants with LGI (adjusted mean difference: 3.47; 95% CI: 1.03, 5.91; p = 0.017), compared with individuals with no LGI. Conclusions: Accumulated deficits on vitamin D, homocysteine, and omega-3 PUFA were not associated with physical performance evolution in older adults, but they determined declined chair rise performance in subjects with low-grade inflammation. Clinical Trial Registration: [https://clinicaltrials.gov/ct2/show/NCT00672685], identifier [NCT00672685].

5.
Nutrients ; 11(8)2019 Aug 16.
Artículo en Inglés | MEDLINE | ID: mdl-31426362

RESUMEN

BACKGROUND: The benefits of long-term omega 3 polyunsaturated fatty acid (ω3-PUFA) supplementation on muscle strength in older adults remains to be investigated. OBJECTIVES: We assessed the effect of ω3-PUFA supplementation and a multidomain (physical activity, cognitive training, and nutritional advice), alone or in combination, compared with placebo, on muscle strength. We also hypothesized that ω3-PUFA supplementation resulted in additional benefit in participants with a low docosahexaenoic acid (DHA)/eicosapentaenoic acid (EPA) erythrocyte level at baseline and high adherence to the multidomain intervention sessions. DESIGN: We performed secondary analyses of the Multidomain Alzheimer Preventive Trial (MAPT), a 3-year, multicenter, randomized, placebo-controlled trial with four parallel groups. Participants were non-demented, aged 70 years or older. They were recruited in 13 memory clinics in France and Monaco between 30 May 2008 and 24 February 2011. Participants were randomly assigned to either ω3-PUFA alone (two capsules a day providing a total daily dose of 800 mg DHA and 225 mg EPA), ω3-PUFA plus the multidomain intervention (43 group sessions integrating advice for physical activity (PA), and nutrition, cognitive training, and three preventive consultations), the multidomain intervention plus placebo, or placebo alone. Our primary outcome was the change from baseline to 36 months of the muscle strength assessed with the repeated chair stand test and handgrip strength. RESULTS: A total of 1680 participants (75.34 years ± 4.42) were randomized. In the modified intention-to-treat population (n = 1679), no significant differences at 3-year follow-up were observed in the repeated chair stand test score between any of the three intervention groups and the placebo group. The between-group differences compared with placebo were -0.05388 (-0.6800 to 0.5723; Standard Error, SE = 0.3192; p = 0.8660) for the ω3-PUFA group, -0.3936 (-1.0217 to 0.2345; SE = 0.3180; p = 0.2192) for the multidomain intervention plus placebo group, and -0.6017 (-1.2255 to 0.02222; SE = 0.2092; p = 0.3202) for the combined intervention group. No significant effect was also found for the handgrip strength. Sensitivity analyses performed among participants with low (DHA+EPA) erythrocyte level at baseline (first quartile vs. others) or highly adherent participants (≥75% of the multidomain intervention sessions) revealed similar results. CONCLUSION: Low dose ω3-PUFA supplementation, either alone or in combination with a multidomain lifestyle intervention comprising physical activity counselling, had no significant effects on muscle strength over 3 years in elderly people.


Asunto(s)
Enfermedad de Alzheimer/prevención & control , Suplementos Dietéticos , Ácidos Grasos Omega-3/farmacología , Fuerza de la Mano/fisiología , Estilo de Vida , Anciano , Ácidos Grasos Omega-3/administración & dosificación , Femenino , Humanos , Masculino
6.
Lancet Neurol ; 16(5): 377-389, 2017 May.
Artículo en Inglés | MEDLINE | ID: mdl-28359749

RESUMEN

BACKGROUND: No large trials have been done to investigate the efficacy of an intervention combining a specific compound and several lifestyle interventions compared with placebo for the prevention of cognitive decline. We tested the effect of omega 3 polyunsaturated fatty acid supplementation and a multidomain intervention (physical activity, cognitive training, and nutritional advice), alone or in combination, compared with placebo, on cognitive decline. METHODS: The Multidomain Alzheimer Preventive Trial was a 3-year, multicentre, randomised, placebo-controlled superiority trial with four parallel groups at 13 memory centres in France and Monaco. Participants were non-demented, aged 70 years or older, and community-dwelling, and had either relayed a spontaneous memory complaint to their physician, limitations in one instrumental activity of daily living, or slow gait speed. They were randomly assigned (1:1:1:1) to either the multidomain intervention (43 group sessions integrating cognitive training, physical activity, and nutrition, and three preventive consultations) plus omega 3 polyunsaturated fatty acids (ie, two capsules a day providing a total daily dose of 800 mg docosahexaenoic acid and 225 mg eicosapentaenoic acid), the multidomain intervention plus placebo, omega 3 polyunsaturated fatty acids alone, or placebo alone. A computer-generated randomisation procedure was used to stratify patients by centre. All participants and study staff were blinded to polyunsaturated fatty acid or placebo assignment, but were unblinded to the multidomain intervention component. Assessment of cognitive outcomes was done by independent neuropsychologists blinded to group assignment. The primary outcome was change from baseline to 36 months on a composite Z score combining four cognitive tests (free and total recall of the Free and Cued Selective Reminding test, ten Mini-Mental State Examination orientation items, Digit Symbol Substitution Test, and Category Naming Test) in the modified intention-to-treat population. The trial was registered with ClinicalTrials.gov (NCT00672685). FINDINGS: 1680 participants were enrolled and randomly allocated between May 30, 2008, and Feb 24, 2011. In the modified intention-to-treat population (n=1525), there were no significant differences in 3-year cognitive decline between any of the three intervention groups and the placebo group. Between-group differences compared with placebo were 0·093 (95% CI 0·001 to 0·184; adjusted p=0·142) for the combined intervention group, 0·079 (-0·012 to 0·170; 0·179) for the multidomain intervention plus placebo group, and 0·011 (-0·081 to 0·103; 0·812) for the omega 3 polyunsaturated fatty acids group. 146 (36%) participants in the multidomain plus polyunsaturated fatty acids group, 142 (34%) in the multidomain plus placebo group, 134 (33%) in the polyunsaturated fatty acids group, and 133 (32%) in the placebo group had at least one serious emerging adverse event. Four treatment-related deaths were recorded (two in the multidomain plus placebo group and two in the placebo group). The interventions did not raise any safety concerns and there were no differences between groups in serious or other adverse events. INTERPRETATION: The multidomain intervention and polyunsaturated fatty acids, either alone or in combination, had no significant effects on cognitive decline over 3 years in elderly people with memory complaints. An effective multidomain intervention strategy to prevent or delay cognitive impairment and the target population remain to be determined, particularly in real-world settings. FUNDING: French Ministry of Health, Pierre Fabre Research Institute, Gerontopole, Exhonit Therapeutics, Avid Radiopharmaceuticals.


Asunto(s)
Ácidos Grasos Omega-3/uso terapéutico , Trastornos de la Memoria/prevención & control , Anciano , Anciano de 80 o más Años , Cognición/efectos de los fármacos , Terapia Cognitivo-Conductual , Suplementos Dietéticos , Método Doble Ciego , Terapia por Ejercicio , Femenino , Humanos , Masculino , Pruebas Neuropsicológicas , Resultado del Tratamiento
7.
Clin Nutr ; 35(5): 1047-52, 2016 10.
Artículo en Inglés | MEDLINE | ID: mdl-26243061

RESUMEN

BACKGROUND & AIMS: Identifying factors associated with oral nutritional supplement (ONS) prescription in nursing homes (NH) may help to treat malnutrition in this very old and vulnerable population. OBJECTIVES: The aim of the study was to investigate if resident-related and NH-related characteristics were associated with ONS prescription. DESIGN: Cross-sectional study using medical and demographic data from 6275 NH residents and data on the structure and organization (e.g., presence of a dietitian, organization of the meal) of 175 NHs in southwestern France. The main outcome measure was ONS prescription (dichotomous variable: yes/no). RESULTS: ONS were prescribed for 7.8% (n = 489) of NH residents. In a multivariate binary logistic regression, resident-related factors associated with the prescription of ONS were age, clinical markers of undernutrition (body mass index and weight loss), disability in activities of daily living, pain, pressure sores, and hospitalization in the last 12 months. NH-related factors associated with ONS prescription were: presence of a dietitian (Odds Ratio (OR): 1.46, 95% Confidence Interval: 1.18-1.88), NH coordinating physician with specific training in geriatrics (OR: 2.58, 95% CI: 1.48-4.49), organization of evening snack (OR: 1.63, 95% CI: 1.28-2.07), number of general practitioners per NH bed (OR: 0.49, 95% CI: 0.38-0.64 intermediate tertile; OR:0.77, 95% CI:0.59-1.06 highest tertile. Reference category: lowest tertile) and number of drug prescriptions (OR: 0.97, 95% CI: 0.94-0.99). CONCLUSIONS: Both resident's characteristics and NH characteristics were associated with ONS prescription independently of each other. Our results showed that NH organizational aspects are associated with ONS prescribing, suggesting that modifiable aspects may contribute to achieve optimal nutritional status in the NH setting.


Asunto(s)
Suplementos Dietéticos , Prescripciones de Medicamentos , Hogares para Ancianos , Desnutrición/tratamiento farmacológico , Casas de Salud , Actividades Cotidianas , Administración Oral , Anciano , Anciano de 80 o más Años , Índice de Masa Corporal , Estudios Transversales , Femenino , Francia , Humanos , Modelos Logísticos , Masculino , Comidas , Análisis Multivariante , Resultado del Tratamiento , Pérdida de Peso
8.
Br J Clin Pharmacol ; 75(3): 738-55, 2013 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-23384081

RESUMEN

The prevention of dementias, such as Alzheimer's disease (AD), is a growing public health concern, due to a lack of effective curative treatment options and a rising global prevalence. Various potential risk or preventive factors have been suggested by epidemiological research, including modifiable lifestyle factors such as diet. Current epidemiological data are in favour of a protective role of certain micronutrients (B vitamins related to homocysteine metabolism, the anti-oxidant vitamins C and E, flavonoids, polyunsatured omega-3 fatty acids, vitamin D) and macronutrients (fish) in the prevention of cognitive decline and dementia/AD. Some factors have been targeted by interventions tested in randomized controlled trials (RCTs), but many of the results are conflicting with observational evidence. Epidemiological analysis of the relations between nutrient consumption and cognitive decline is complex and it is highly unlikely that a single component plays a major role. In addition, since multiple factors across the life course influence brain function in late life, multidomain interventions might be more promising in the prevention of cognitive decline and dementia/AD. Designing such trials remains very challenging for researchers. The main objective of this paper is to review the epidemiologic data linking potential protective factors to cognitive decline or dementia/AD, focusing particularly on the roles of adiposity, caloric restriction, micro (group B vitamins related to homocysteine metabolism, the anti-oxidant vitamins C and E, flavonoids, polyunsatured omega-3 fatty acids, vitamin D) and macronutrients (fish). Limitations of the current data, divergence with results of interventional prevention studies and challenges for future research are discussed.


Asunto(s)
Enfermedad de Alzheimer/prevención & control , Trastornos del Conocimiento/prevención & control , Dieta , Ácidos Grasos Omega-3/uso terapéutico , Vitaminas/uso terapéutico , Enfermedad de Alzheimer/epidemiología , Antioxidantes/uso terapéutico , Trastornos del Conocimiento/epidemiología , Estudios Epidemiológicos , Humanos , Micronutrientes/uso terapéutico , Estado Nutricional , Ensayos Clínicos Controlados Aleatorios como Asunto , Factores de Riesgo
9.
Alzheimers Dement ; 5(2): 114-21, 2009 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-19328438

RESUMEN

BACKGROUND: Because no effective curative approaches are available, preventive approaches in the field of Alzheimer's disease (AD) are needed. We present the design of the ongoing Multidomain Alzheimer Preventive Trial (MAPT) Study. Several previous studies suggested that many factors may be involved in the occurrence of AD at late ages. Because of the probable multifactorial nature of AD, it seems logical to initiate multidomain interventions to examine their potential synergistic effects. The MAPT Study aims to evaluate the efficacy of a multidomain intervention (nutritional, physical, and cognitive training) and omega 3 treatment in the prevention of cognitive decline in frail elderly persons aged 70 years or over. The study also collects imaging and biological data that could be used in future AD prevention and treatment trials. METHODS: The MAPT Study is a 3-year, randomized, controlled trial conducted by university hospital practitioners specializing in memory disorders in four French cities (Bordeaux, Limoges, Montpellier, and Toulouse). The study plans to enroll 1200 frail elderly subjects on the basis of at least one of the following criteria: subjective memory complaint spontaneously expressed to a general practitioner, limitation in one instrumental activity of daily living (IADL), and slow walking speed. To demonstrate the protective effect of interventions, subjects are randomized into one of the following four groups: omega 3 alone, multidomain intervention alone, omega 3 plus multidomain intervention, or placebo (n = 300 each). The principal outcome measure is a change in cognitive function at 3 years, as determined by the Grober and Buschke Test. CONCLUSIONS: The MAPT Study is the first preventive trial involving multidomain interventions. Final results should be available in 2013.


Asunto(s)
Enfermedad de Alzheimer/prevención & control , Encéfalo/efectos de los fármacos , Terapia Cognitivo-Conductual/métodos , Terapia por Ejercicio/métodos , Ácidos Grasos Omega-3/administración & dosificación , Enfermedad de Alzheimer/dietoterapia , Enfermedad de Alzheimer/tratamiento farmacológico , Biomarcadores , Encéfalo/metabolismo , Encéfalo/fisiopatología , Trastornos del Conocimiento/dietoterapia , Trastornos del Conocimiento/tratamiento farmacológico , Trastornos del Conocimiento/prevención & control , Recolección de Datos , Progresión de la Enfermedad , Humanos , Pruebas Neuropsicológicas , Evaluación de Resultado en la Atención de Salud/métodos , Selección de Paciente , Proyectos de Investigación , Tamaño de la Muestra
10.
Am J Clin Nutr ; 81(4): 897-902, 2005 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-15817869

RESUMEN

BACKGROUND: The concentration of aluminum or silica in drinking water may be a potential environmental risk factor for Alzheimer disease (AD). OBJECTIVES: The objective was to investigate at baseline the potential association between the composition of drinking water and the level of cognitive function in women taking part in the Epidemiology of Osteoporosis (EPIDOS) Study and to determine during follow-up the effects of the composition of drinking water on the risk of AD. DESIGN: Women aged >/=75 y (n = 7598) were recruited between 1992 and 1994 in 5 geographic areas of France. The participants from one center (n = 1462) were followed for

Asunto(s)
Aluminio/efectos adversos , Enfermedad de Alzheimer/inducido químicamente , Trastornos del Conocimiento/inducido químicamente , Dióxido de Silicio/uso terapéutico , Contaminantes Químicos del Agua/efectos adversos , Anciano , Aluminio/administración & dosificación , Aluminio/análisis , Enfermedad de Alzheimer/epidemiología , Enfermedad de Alzheimer/prevención & control , Escolaridad , Femenino , Francia/epidemiología , Humanos , Dióxido de Silicio/administración & dosificación , Dióxido de Silicio/análisis , Encuestas y Cuestionarios , Contaminantes Químicos del Agua/análisis
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