Back

Comparison of Conventional Cytomorphology, Automated Cell Counting, and FTIR Spectroscopy for Detection of CNS Involvement in Acute Leukaemia

esohe, l. a.; ADEGBE, S.

2024-07-03 cell biology
10.1101/2024.07.01.601535 bioRxiv
Show abstract

AbstractO_ST_ABSBackgroundC_ST_ABSThe incidence of central nervous system (CNS) involvement in pediatric leukemia patients presents significant diagnostic challenges. This study compares the diagnostic capabilities of Fourier Transform Infrared (FTIR) Spectroscopy with conventional cytomorphology and automated cell counting to detect CNS involvement in pediatric leukemia. MethodsA cohort of pediatric patients diagnosed with leukemia was assessed at Altnbas University Medical Park Hospital. Cerebrospinal fluid (CSF) samples were analyzed using FTIR spectroscopy and compared with outcomes from conventional cytomorphology and automated cell counting to evaluate diagnostic efficacy and accuracy. ResultsFTIR spectroscopy demonstrated a higher sensitivity in detecting biochemical markers of CNS involvement than conventional methods. Distinct spectral profiles enabled the identification of specific biochemical changes associated with CNS leukemia. ConclusionsFTIR spectroscopy offers a promising alternative to traditional diagnostic methods, providing rapid, non-invasive, and accurate detection of CNS involvement, which is crucial for timely and effective treatment of pediatric leukemia.

Matching journals

The top 9 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.