El Instituto de Investigación en Ciencias de la Alimentación ha realizado un estudio in vitro sobre la digestión de lactosa y lactulosa con un extracto comercial de intestino delgado de rata
La lactosa, azúcar mayoritario de la leche, es hidrolizada en el intestino delgado por la lactasa, dando lugar a los monosacáridos galactosa y glucosa, que son absorbidos y transportados al torrente sanguíneo para ejercer sus correspondientes funciones fisiológicas.
La mayoría de los individuos somos capaces de mantener la actividad lactasa a lo largo de gran parte de la vida, si bien, en algunos casos, se producen problemas de digestión, dando lugar a molestias gastrointestinales de cierta relevancia, con una considerable variabilidad tanto intra- como interindividual. Sin embargo, apenas existen estudios sobre modelos de digestión de lactosa.
Por otro lado, la lactulosa (galactosa-fructosa), isómero de la lactosa (galactosa-glucosa), es un prebiótico reconocido. Teniendo en cuenta la propia definición de prebiótico, se considera que este compuesto llega intacto al colon para ser fermentado por la microbiota intestinal y allí ejercer su efecto beneficioso. Además, algunos productos del metabolismo de dichas bacterias también pueden afectar muy positivamente a nivel sistémico.
Ahora, un equipo del Instituto de Investigación en Ciencias de la Alimentación (CIAL), centro mixto CSIC-UAM, ha llevado a cabo un estudio in vitro sobre la digestión de lactosa y lactulosa con un extracto comercial de intestino delgado de rata.
Los resultados, publicados en la revista Food Chemistry, subrayan la idoneidad de estos extractos intestinales en condiciones in vitro como una herramienta fiable para evaluar la digestión de carbohidratos y apoyar las evidencias hacia la mayor resistencia de los enlaces galactosil-fructosa (lactulosa y derivados) durante su degradación intestinal.
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)
Modelo de digestión in vitro de lactosa y lactulosa con un extracto de intestino delgado de rata / UAM
En trabajos previos, este equipo de investigación ha puesto de manifiesto las limitaciones de los métodos de digestión existentes, tanto en la literatura como a nivel oficial. En general, éstos están más enfocados en la digestión de otros componentes alimentarios, dejando a un lado actividades carbohidrasas necesarias e imprescindibles para poder entender el complejo proceso de digestión de carbohidratos.
Los carbohidratos destacan por ser uno de los macronutrientes más abundantes, además de ser los substratos por excelencia de la microbiota intestinal. “Nuestros estudios han puesto de manifiesto la necesidad de implementar métodos de digestión de carbohidratos con extractos de intestino delgado de mamíferos para poder obtener resultados más extrapolables al ser humano”, destacan los autores.
Estudio in vitro de la digestión de lactosa y lactulosa
En una primera fase del estudio, se establecieron las condiciones de hidrólisis in vitro que permitieran la mayor digestión posible de la lactosa, para lo que se emplearon soluciones del disacárido a diferentes concentraciones, llevándose a cabo las reacciones bajo condiciones fisiológicas simuladas (pH 6,8 y 37ºC) durante 5 horas.
Los niveles de hidrólisis de lactosa más elevados (83%) y la mayor velocidad de la reacción se obtuvieron empleando una concentración de lactosa de 0,2 mg/mL. Al comparar los parámetros cinéticos de 2 y 5 horas, los investigadores observaron que la hidrólisis de la lactosa fue más rápida en las primeras etapas de reacción, debido a una mayor presencia del disacárido y una menor concentración de monosacáridos, lo que disminuye con el tiempo.
Una vez estudiada la digestión de este disacárido estudiaron la de la lactulosa en las condiciones de máxima hidrólisis de la lactosa. Teniendo en cuenta estas condiciones, la lactulosa mostró una mayor resistencia a la digestión con el extracto de intestino delgado de rata, lo que resultó en grados de hidrólisis cercanos al 20% a partir de las 3 horas de digestión.
“A pesar de que los valores de digestión fueron más bajos que los de la lactosa, no puede concluirse que la lactulosa llega intacta al colon, ya que sufre, con toda probabilidad, una hidrólisis parcial en el intestino delgado”, concluyen los autores.
Referencia bibliográfica:
Gallego-Lobillo, P., Ferreira-Lazarte, A., Hernandez-Hernandez, O., Villamiel, M. 2020. Kinetic study of the digestibility of lactose and lactulose using small intestinal glycosidases. Food Chemistry 316: 126386.