An apparatus for noninvasively measuring a bio-analyte including a metering device configured to obtain at least one of light and electrical information representative of an amount of fibrous protein from skin of a subject; and a processor configured to determine information representative of an amount an analyte present in blood of the subject based on the obtained information representative of an amount of the fibrous protein.