A Preliminary Study of FTIR Spectroscopy as a Potential Non-Invasive Screening Tool for Pediatric Precursor B Lymphoblastic Leukemia

被引:30
作者
Chaber, Radoslaw [1 ,2 ]
Kowal, Aneta [3 ]
Jakubczyk, Pawel [4 ]
Arthur, Christopher [5 ]
Lach, Kornelia [1 ]
Wojnarowska-Nowak, Renata [4 ]
Kusz, Krzysztof [4 ]
Zawlik, Izabela [6 ]
Paszek, Sylwia [6 ]
Cebulski, Jozef [4 ]
机构
[1] Univ Rzeszow, Inst Med Sci, Dept Pediat, Coll Med, Warzywna 1A, PL-35310 Rzeszow, Poland
[2] State Hosp 2 Rzeszow, Clin Pediat Oncol & Hematol, Lwowska 60, PL-35301 Rzeszow, Poland
[3] Univ Rzeszow, Inst Med Sci, Doctoral Sch, Coll Med, Al T Rejtana 16c, PL-35959 Rzeszow, Poland
[4] Univ Rzeszow, Inst Phys, Coll Nat Sci, Pigonia 1, PL-35310 Rzeszow, Poland
[5] Univ Bristol, Sch Chem, Bristol BS8 1TS, Avon, England
[6] Univ Rzeszow, Ctr Innovat Res Med & Nat Sci, Warzywna 1A, PL-35310 Rzeszow, Poland
来源
MOLECULES | 2021年 / 26卷 / 04期
关键词
acute lymphoblastic leukemia; cancer screening; spectroscopy FTIR; Lissajous curves;
D O I
10.3390/molecules26041174
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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 beta-sheet and beta-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 contrary to the samples obtained from healthy controls. Although verification in larger groups of patients will be necessary, these promising results suggest that FTIR spectroscopy may have future potential for the early screening of BCP-ALL.
引用
收藏
页数:13
相关论文
共 35 条
  • [1] Abdel-Raouf G., 2010, J APPL HEMATOL, V1, P102
  • [2] FTIR study of secondary structure of bovine serum albumin and ovalbumin
    Abrosimova, K. V.
    Shulenina, O. V.
    Paston, S. V.
    [J]. 18TH INTERNATIONAL CONFERENCE PHYSICA.SPB, 2016, 769
  • [3] The infrared absorption of amino acid side chains
    Barth, A
    [J]. PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY, 2000, 74 (3-5) : 141 - 173
  • [4] Bellisola G, 2012, AM J CANCER RES, V2, P1
  • [5] Board PDQPTE., 2020, WILMS TUM OTH CHILDH
  • [6] Detecting alterations of glucose and lipid components in human serum by near-infrared Raman spectroscopy
    Biomedical Engineering Institute, Universidade Camilo Castelo Branco – Unicastelo, Parque Tecnológico de São José dos Campos, Estr. Dr. Altino Bondesan, 500, São José dos Campos
    SP
    CEP 12247-016, Brazil
    不详
    SP
    CEP 12243-003, Brazil
    [J]. Rev. Bras. Eng. Biomed., 2 (160-168): : 160 - 168
  • [7] Predicting Ewing Sarcoma Treatment Outcome Using Infrared Spectroscopy and Machine Learning
    Chaber, Radoslaw
    Arthur, Christopher J.
    Lach, Kornelia
    Raciborska, Anna
    Michalak, Elzbieta
    Bilska, Katarzyna
    Drabko, Katarzyna
    Depciuch, Joanna
    Kaznowska, Ewa
    Cebulski, Jozef
    [J]. MOLECULES, 2019, 24 (06)
  • [8] Distinguishing Ewing sarcoma and osteomyelitis using FTIR spectroscopy
    Chaber, Radoslaw
    Arthur, Christopher J.
    Depciuch, Joanna
    Lach, Kornelia
    Raciborska, Anna
    Michalak, Elzbieta
    Cebulski, Jozef
    [J]. SCIENTIFIC REPORTS, 2018, 8
  • [9] Prediction of Ewing Sarcoma treatment outcome using attenuated tissue reflection FTIR tissue spectroscopy
    Chaber, Radoslaw
    Lach, Kornelia
    Arthur, Christopher J.
    Raciborska, Anna
    Michalak, Elibieta
    Ciebiera, Krzysztof
    Bilska, Katarzyna
    Drabko, Katarzyna
    Cebulski, Jozef
    [J]. SCIENTIFIC REPORTS, 2018, 8
  • [10] Application of infrared spectroscopy in the identification of Ewing sarcoma: A preliminary report
    Chaber, Radoslaw
    Lach, Kornelia
    Szmuc, Kamil
    Michalak, Elzbieta
    Raciborska, Anna
    Mazur, Damian
    Machaczka, Maciej
    Cebulski, Jozef
    [J]. INFRARED PHYSICS & TECHNOLOGY, 2017, 83 : 200 - 205