Lyocell–modal thread microfluidic platform integrated with a microneedle sensor for lactate detection in saliva

= 0.94). Overall, the lyocell-modal hybrid microfluidic platform provides a sustainable, low-cost, and scalable strategy for electrochemical point-of-care testing (POCT), offering a promising route toward next-generation lab-on-fabric systems.