Molecules, Vol. 26, Pages 1174: A Preliminary Study of FTIR Spectroscopy as a Potential Non-Invasive Screening Tool for Pediatric Precursor B Lymphoblastic Leukemia
Molecules, Vol. 26, Pages 1174: A Preliminary Study of FTIR Spectroscopy as a Potential Non-Invasive Screening Tool for Pediatric Precursor B Lymphoblastic Leukemia
Molecules doi: 10.3390/molecules26041174
Authors:
Radosław Chaber
Aneta Kowal
Paweł Jakubczyk
Christopher Arthur
Kornelia Łach
Renata Wojnarowska-Nowak
Krzysztof Kusz
Izabela Zawlik
Sylwia Paszek
Józef Cebulski
Early detection of the most common pediatric neoplasm, B-cell precursor lymphoblastic leukemia (BCP-ALL), is challenging and requires invasive bone marrow biopsies. The purpose of this study was to establish new biomarkers for early screening to detect pediatric leukemia. In this small cohort study, Fourier transform infrared (FTIR) spectra were obtained from blood sera of 10 patients with BCP-ALL and were compared with the control samples from 10 children with some conditions other than neoplasm. Using various analytical approaches, including a new physical model, some significant differences were observable. The most important include: the different peak area ratio 2965/1645 cm−1 (p = 0.002); the lower average percentage of both β-sheet and β-turn protein structures in the sera of BCP-ALL patients (p = 0.03); an AdaBoost-based predictive model for classifying healthy vs. BCP-ALL patients with 85% accuracy; and the phase shift of the first derivative in the spectral range 1050–1042 cm−1 correlating with white blood cell (WBC) and blast cell count in BCP-ALL patients co...
Source: Molecules - Category: Chemistry Authors: Rados ław Chaber Aneta Kowal Pawe ł Jakubczyk Christopher Arthur Kornelia Łach Renata Wojnarowska-Nowak Krzysztof Kusz Izabela Zawlik Sylwia Paszek J ózef Cebulski Tags: Article Source Type: research