Title :
Device for Quantification of Bilirubin in Cerebral Spinal Fluid
Author :
Beyette, Fred R., Jr. ; Booher, Blaine ; Drennan, James ; Carraher, Lee ; Butler, Josh ; Bowman, Peggy S. ; Clark, Joseph F. ; Wilsey, Philip A.
Author_Institution :
Sch. of Electron. & Comput. Syst., Univ. of Cincinnati, Cincinnati, OH, USA
fDate :
3/1/2011 12:00:00 AM
Abstract :
In North America, an estimated 30 000 patients annually experience an aneurysmal subarachnoid hemorrhage (SAH). In approximately five percent of these patients, the hemorrhage is not visible on computerized tomography scans due to the inability to image blood at time intervals greater than 12 h post symptom onset. For these patients (many of which have experienced a sentinel hemorrhage that is a precursor to a more significant rupture), a method is needed for accurately analyzing cerebral spinal fluid (CSF) for evidence of SAH. Further, it is necessary to differentiate blood associated with the SAH from blood associated with the spinal tap procedure. This letter presents a point-of-care device that is capable of performing such an analysis. The stand-alone prototype device uses commercially available embedded system components to implement a point-of-care device that is capable of collecting and analyzing optical absorbance spectra. A mathematical model for the hemorrhagic CSF sample is then developed by using a partial-least-squares-regression-based regression methodology that is able to differentiate between SAH and blood associated with the spinal tap. This differentiation is achieved by quantifying bilirubin (associated with the breakdown of old blood) in the CSF. Initial testing on the prototype device suggests that the device is able to quantify bilirubin in the presence of hemoglobin over concentrations ranges that are clinically relevant to the patient population of interest.
Keywords :
biomedical equipment; blood; least squares approximations; medical disorders; medical signal processing; molecular biophysics; neurophysiology; regression analysis; spectral analysis; spectrochemical analysis; visible spectroscopy; CSF analysis; SAH associated blood; aneurysmal subarachnoid hemorrhage; bilirubin quantification device; cerebral spinal fluid; embedded system components; hemorrhagic CSF mathematical model; optical absorbance spectral analysis; optical absorbance spectrum collection; partial least squares regression methodology; point of care device; spinal tap associated blood; stand alone prototype device; Blood; Fluids; Hardware; Hemorrhaging; Prototypes; Signal processing algorithms; Universal Serial Bus; Bilirubin quantification; cerebral spinal fluid analysis; subarachnoid hemorrhage; Algorithms; Bilirubin; Hemoglobins; Humans; Least-Squares Analysis; Models, Biological; Point-of-Care Systems; Spectrum Analysis; Spinal Puncture; Subarachnoid Hemorrhage;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2011.2108653