NEAR INFRARED SPECTROSCOPY (NIRS) APPLICATIONS IN MEDICAL: NON-INVASIVE AND INVASIVE LEUKEMIA SCREENING
DOI:
https://doi.org/10.11113/jt.v78.9416Keywords:
Near Infrared Spectroscopy (NIRS), biomarker, blood parameter, leukemia screening, non-invasive, invasiveAbstract
Near Infrared Spectroscopy (NIRS) has been applied as analytical tool in numerous field of study due to its ability in non-invasive application. NIRS with the ability in providing the information on biological molecules shows a high potential as a diagnosis tool in medical as diseased related to biochemistry changes of the cell and tissue. This paper reviewed the application of NIR spectroscopy in leukemia screening and in other medical application. General comparison between invasive and non-invasive NIR spectroscopy method is provided. The author also proposed a new non-invasive NIRS method in leukemia screening and compared it with the previous invasive NIRS method.
References
Blanco, M. and Villarroya, I. N. I. R. 2002. NIR Spectroscopy: A Rapid-Response Analytical Tool. TrAC Trends in Analytical Chemistry. 21: 240-250.
Chia, K. S., Abdul Rahim, H. Abdul Rahim, R. 2013. Evaluation Of Common Pre-Processing Approaches For Visible (VIS) And Shortwave Near Infrared (SWNIR), Biosystems Engineering. 115(1): 1323-1328.
Bureau, S., Ruiz, D., Reich, M., Gouble, B., Bertrand, D., Audergon, J. M. and Renard, C. M. 2009. Rapid And Non-Destructive Analysis Of Apricot Fruit Quality Using FT-Near-Infrared Spectroscopy. Food Chemistry. 113: 1323-1328.
Rahim, H. A. and Ghazali, R. 2012. The Application Of Near-Infrared Spectroscopy For Poultry Meat Grading. Signal Processing and its Applications (CSPA), 2012 IEEE 8th International Colloquium, 23-25 March 2012, Melaka. 58-62.
Lin, M., Alâ€Holy, M., Mousaviâ€Hesary, M., Alâ€Qadiri, H., Cavinato, A. G. and Rasco, B. A. 2004. Rapid And Quantitative Detection Of The Microbial Spoilage In Chicken Meat By Diffuse Reflectance Spectroscopy (600–1100 nm). Letters in Applied Microbiology. 39: 148-155.
Lin, M., Mousavi, M., Alâ€Holy, M., Cavinato, A.G. and Rasco, B. A. 2006. Rapid Near Infrared Spectroscopic Method For The Detection Of Spoilage In Rainbow Trout (Oncorhynchus Mykiss) Fillet. Journal of Food Science. 71: S18-S23.
Leon, L., Kelly, J. D. and Downey, G. 2005. Detection Of Apple Juice Adulteration Using Near-Infrared Transflectance Spectroscopy. Applied Spectroscopy. 59: 593-599.
Pandord, J. A. and Williams, P. C. 1988. Analysis Of Oilseeds For Protein, Oil, Fiber And Moisture By Near-Infrared Reflectance Spectroscopy. Journal of the American Oil Chemists’ Society. 65: 1627-1634.
Bao, J. S., Cai, Y. Z. and Corke, H. 2001. Prediction of Rice Starch Quality Parameters by Nearâ€Infrared Reflectance Spectroscopy. Journal of Food Science. 66: 936-939.
Wu, J. G. and Shi, C. H. 2004. Prediction Of Grain Weight, Brown Rice Weight And Amylose Content In Single Rice Grains Using Near-Infrared Reflectance Spectroscopy. Field Crops Research. 87: 13-21.
Bishi, S. K., Mahatma, M. K., Lokesh, K. and Misra, J. B. 2001. Near Infrared Spectroscopy: A Tool for Universal Analytical Applications. Research Gate.
Alam, M. K. and Robinson, M. R., Sandia Corporation and Rio Grande Medical Technologies, Inc. 2003. Near-infrared Noninvasive Determination Of Ph In Pulse Mode. U.S. Patent No. 6,073,037. Washington, DC: U.S. Patent and Trademark Office.
B. G. Liptak. 2014. Instrument Engineers' Handbook, Volume Three: Process Software and Digital Networks: CRC Press.
Ozaki, Y. 2012. Near-infrared Spectroscopy—Its Versatility In Analytical Chemistry. Analytical Sciences. 28: 545-563.
Sundaram, J., Kandala, C. V. and Butts, C. L. 2009. Application of Near Infrared Spectroscopy To Peanut Grading And Quality Analysis: Overview. Sensing and Instrumentation for Food Quality and Safety. 3: 156-164.
Pasquini, C. 2003. Near Infrared Spectroscopy: Fundamentals, Practical Aspects And Analytical Applications. Journal of the Brazilian Chemical Society. 14: 198-219.
Wang, X. and Zhou, G. 2010. Study on Pretreatment Algorithm of Near Infrared Spectroscopy. Computer and Computing Technologies in Agriculture IV. Springer Berlin Heidelberg.
Alam, M. K. and Robinson, M. R., Alam, Mary, K., Robinson and Mark, R. 1998. Near-infrared Noninvasive Spectroscopic Determination of pH. U.S. Patent No. 5,792,050. Washington, DC: U.S. Patent and Trademark Office.
Thomas, D. W. 2004. Advanced Biomaterials For Medical Applications (Vol. 180). Springer Science & Business Media.
Kraitl, J., Klinger, D., Fricke, D., Timm, U. and Ewald, H. 2013. Non-invasive Measurement Of Blood Components. Advancement in Sensing Technology. Springer Berlin Heidelberg.
Siesler, H. W., Ozaki, Y., Kawata, S. and Heise, H. M. 2008. Near-Infrared Spectroscopy: Principles, Instruments, Applications. John Wiley & Sons.
I. Merriam-Webster. Biomarker From Online Medical Dictonary: http://c.merriam-webster.com/medlineplus/ biomarker.
Janus, S. O., Malek, K. S., Glogowska, M. G., Walski, T., Komorowska, M., Witkiewicz, W., Pezowicz, C., Kobielarz, M., and Szotek, S. 2012. Spectroscopic Techniques In The Study Of Human Tissues And Their Components. Part I: IR Spectroscopy. Acta Bioeng Biomech. 14: 101-115.
Derrick, M. R., Stulik, D. and Landry, J. M. 2000. Infrared Spectroscopy in Conservation Science: Getty Publications.
Yoshinari, H., Ishizawa, H., Fukuda, M., Tokutake, S., Koyama, S. and Miyauchi, Y. 2012. Non-invasive Self Monitoring Of Blood Glucose System Using Near-Infrared Spectroscopy. SICE Annual Conference 2012 Proceedings, IEEE, Akita, 20-23 August 2012. 1852-1854.
Bakeev, K. A. 2010. Process Analytical Technology: Spectroscopic Tools and Implementation Strategies for the Chemical and Pharmaceutical Industries. John Wiley & Sons.
Cicco, G., Bruley, D. F. and Ferrari, M. 2006. Oxygen Transport to Tissue XXVII. Springer Science & Business Media.
Rosen, N. A., Charash, W. E. and Hirsch, E. F. 2002. Near-infrared Spectrometric Determination Of Blood pH. Journal of Surgical Research. 106: 282-286.
Saladin, K. 2007. Human Anatomy. McGraw-Hill Education.
Domjan, G., Kaffka, K. J., Jako, J. M. and Valyi-Nagy, I. T. 1994. Rapid Analysis Of Whole Blood And Blood Serum Using Near Infrared Spectroscopy. Journal of Near Infrared Spectroscopy. 2: 67-78.
Moreira, M. C., do Prado, R. N. and Campos, A. 2009 Application Of High-Brightness Leds In Tissue Human And Their Therapeutic Interaction. Industry Applications Society (IAS) Annual Meeting, IAS 2009, IEEE, Houston, TX, 4-8 October 2009. 1-6.
Fei, S., Kong, D., Mei, T. and Tao, Y. 2004. Near-infrared Spectral Methods For Noninvasively Measuring Blood Glucose. Proc. SPIE 5281, Asia-Pacific Optical and Wireless Communications, Wuhan, China, 7 May 2004. 595-601.
Azzouz, T., Puigdomenech, A., Aragay, M. and Tauler, R. 2003. Comparison Between Different Data Pre-Treatment Methods In The Analysis Of Forage Samples Using Near-Infrared Diffuse Reflectance Spectroscopy And Partial Least-Squares Multivariate Calibration Method. Analytica Chimica Acta. 484: 121-134.
Scheeren, T. W. L., Schober, P. and Schwarte, L. A. 2012. Monitoring Tissue Oxygenation By Near Infrared Spectroscopy (NIRS): Background And Current Applications. Journal Of Clinical Monitoring And Computing. 26: 279-287.
Ding, H., Lu, Q., Gao, H. and Peng, Z. 2014. Non-invasive Prediction Of Hemoglobin Levels By Principal Component And Back Propagation Artificial Neural Network. Biomedical Optics Express. 5: 1145-1152.
Chen, W., Liu, R., Luo, Y., Han, Y. and Xu, K. 2005. Preliminary Study Of Mechanism Of Non-Invasive Blood Glucose Measurement Based On Near-Infrared Diffuse Reflectance Spectroscopy. Proc. SPIE 5696, Complex Dynamics and Fluctuations in Biomedical Photonics II, San Jose, CA, 31 March 2005, 91-100.
Haaland, D. M., Robinson, M. R., Koepp, G. W., Thomas, E.V. and Eaton, R. P. 1992. Reagentless Near-Infrared Determination Of Glucose In Whole Blood Using Multivariate Calibration. Applied Spectroscopy. 46: 1575-1578.
Gomez, A. H., He, Y. and Pereira, A. G. 2006. Non-destructive Measurement Of Acidity, Soluble Solids And Firmness Of Satsuma Mandarin Using Vis/NIR-Spectroscopy Techniques. Journal of Food Engineering. 77: 313-319.
Xiaobo, Z., Jiewen, Z., Povey, M.J., Holmes, M. and Hanpin, M. 2010. Variables Selection Methods In Near-Infrared Spectroscopy. Analytica Chimica Acta. 667: 14-32.
Hematology, A. S. 2013. Leukemia From American Society Of Hematology: http:/www.hematology.org/ Patients/Blood-Disorders/ Blood-Cancers/5230.aspx.
Mostaco-Guidolin, L. B., Murakami, L. S., Nomizo, A. and Bachmann, L. 2009. Fourier Transform Infrared Spectroscopy Of Skin Cancer Cells And Tissues. Applied Spectroscopy Reviews. 44: 438-455.
Muda, Z. 2012. Leukemia from MyHEALTH Kementerian Kesihatan: http://www.myhealth.gov.my/index.php/ en/kids/blood-disorder/leukemia.
Society, A. C. 2013. What is Acute Lymphocytic Leukemia from American cancer society: http://www.cancer.org/ cancer/leukemiaacutelymphocyticallinadults/detailedguide/leukemia-acute-lymphocytic-what-is-all.
Hoffbrand, V. and Moss, P. A. 2011. Essential Haematology. John Wiley & Sons.
Health, N. I. o. 2012. Leukemia:Symptoms and Diagnosis from National Institute of Health: http://nihseniorhealth. gov/leukemia/symptomsanddiagnosis/01.html.
Schultz, C. P., Liu, K. Z., Johnston, J. B. and Mantsch, H. H. 1996. Study Of Chronic Lymphocytic Leukemia Cells By FT-IR Spectroscopy And Cluster Analysis. Leukemia Research. 20: 649-655.
Schultz, C. P., Liu, K. Z., Johnston, J. B. and Mantsch, H. H. 1997. Prognosis Of Chronic Lymphocytic Leukemia From Infrared Spectra Of Lymphocytes. Journal Of Molecular Structure. 408: 253-256.
Benedetti, E., Bramanti, E., Papineschi, F., Rossi, I. and Benedetti, E. 1997. Determination Of The Relative Amount Of Nucleic Acids And Proteins In Leukemic And Normal Lymphocytes By Means Of Fourier Transform Infrared Microspectroscopy. Applied Spectroscopy. 51: 792-797.
Mostaco-Guidolin, L. B. and Bachmann, L. 2011. Application of FTIR Spectroscopy For Identification Of Blood And Leukemia Biomarkers: A Review Over The Past 15 Years. Applied Spectroscopy Reviews. 46: 388-404.
Lewis, S. L., Dirksen, S. R., Heitkemper, M. M. and Bucher, L. 2014. Medical-Surgical Nursing: Assessment and Management of Clinical Problems. Elsevier Health Sciences.
O'Brien, S., Vose, J. M., and Kantarjian, H. M. 2010. Management of Hematologic Malignancies. Cambridge University Press.
Nguyen, S., Leblanc, T., Fenaux, P., Witz, F., Blaise, D., Pigneux, A., Thomas, X., Rigal-Huguet, F., Lioure, B., Auvrignon, A. and Fiere, D. 2002. A White Blood Cell Index As The Main Prognostic Factor In T (8; 21) Acute Myeloid Leukemia (AML): A Survey Of 161 Cases From The French AML Intergroup. Blood. 99: 3517-3523.
Aguayo, A., Estey, E., Kantarjian, H., Mansouri, T., Gidel, C. Keating, M., Giles, F., Estrov, Z., Barlogie, B. and Albitar, M. 1999. Cellular Vascular Endothelial Growth Factor Is A Predictor Of Outcome In Patients With Acute Myeloid Leukemia. Blood. 94: 3717-3721.
Kornberg, A. and Polliack, A. 1980. Serum Lactic Dehydrogenase (LDH) Levels In Acute Leukemia: Marked. Blood. 56: 351.
Bierman, H. R., Hill, B. R., Reinhardt, L. and Emory, E. 1957. Correlation Of Serum Lactic Dehydrogenase Activity With The Clinical Status Of Patients With Cancer, Lymphomas, And The Leukemias. Cancer Research. 17: 660-667.
Hafiz, M. G. and Mannan, M. A. 2007. Serum Lactate Dehydrogenase Level In Childhood Acute Lymphoblastic Leukemia. Bangladesh Medical Research Council Bulletin. 33: 88-91.
Zalina, A. Z., Shahar, S., Jamal, A. R. A. and MY, N. A. 2009. Assessing the Nutritional Status of Children with Leukemia from Hospitals in Kuala Lumpur. Malaysian Journal Of Nutrition. 15: 45-51.
Hematology, A. S. 2014. Leukemia from American Society of Hematology: http://www.hematology.org/Patients /Cancers/Leukemia.aspx.
Derrer, D. 2014. Understanding Leukemia-Symptom. From WebMD: http://www.webmd.com/cancer/ understanding- leukemia-symptoms.
Kakepoto, G. N., Burney, I. A., Zaki, S., Adil, S. N. and Khurshid, M. 2002. Long-Term Outcomes Of Acute Myeloid Leukemia In Adults In Pakistan. Journal-Pakistan Medical Association. 52: 482-486.
Advani, S., Pai, S., Venzon, D., Adde, M., Kurkure, P. K., Nair, C. N., Sirohi, B., Banavali, S. D., Hawaldar, R., Kolhatkar, B. B. and Vats, T. 1999. Acute Lymphoblastic Leukemia In India: An Analysis Of Prognostic Factors Using A Single Treatment Regimen. Annals Of Oncology. 10: 167-176.
Arimoto, H., Egawa, M. and Yamada, Y. 2005. Depth Profile Of Diffuse Reflectance Nearâ€Infrared Spectroscopy For Measurement Of Water Content In Skin. Skin Research and Technology. 11: 27-35.
Kraitl, J., Timm, U., Ewald, H. and Lewis, E. 2011. Non-invasive Sensor For An In Vivo Hemoglobin Measurement. Sensors, 2011 IEEE, Limerick, 28-31 October 2011. 276-279.
do Amaral, C. E. F. and Wolf, B. 2008. Current Development In Non-Invasive Glucose Monitoring. Medical Engineering & Physics. 30: 541-549.
Huang, Z. H., Hao, C. N., Zhang, L. L., Huang, Y. C., Shi, Y. Q., Jiang, G. R. and Duan, J. L. 2011. Noninvasive Blood Glucose Sensing On Human Body With Near-Infrared Reflection Spectroscopy. Proc. SPIE 8193, International Symposium on Photoelectronic Detection and Imaging 2011: Advances in Infrared Imaging and Applications, Beijing, China, 8 September 2011. 81931O-81931O-10.
Marbach, R., Koschinsky, T. H., Gries, F. A. and Heise, H. M. 1993. Noninvasive Blood Glucose Assay By Near-Infrared Diffuse Reflectance Spectroscopy Of The Human Inner Lip. Applied Spectroscopy. 47: 875-881.
Liu, H., Song, Y., Worden, K. L., Jiang, X., Constantinescu, A. and Mason, R. P. 2000. Noninvasive Investigation Of Blood Oxygenation Dynamics Of Tumors By Near-Infrared Spectroscopy. Applied optics. 39: 5231-5243.
Shibata, S., Ohdan, H., Noriyuki, T., Yoshioka, S., Asahara, T. and Dohi, K. 1999. Novel Assessment Of Acute Lung Injury By In Vivo Near-Infrared Spectroscopy, American Journal Of Respiratory And Critical Care Medicine. 160: 317-323.
Ali, M. S. 2014. Simulation and Modelling of near Infrared Spectroscopy (NIRS) as Brain Monitor. Spectral Analysis Review. 2: 3.
Guo, Z., Cai, F. and He, S. 2013. Optimization For Brain Activity Monitoring With Near Infrared Light In A Four-Layered Model Of The Human Head. Progress In Electromagnetics Research. 140: 277-295.
Soller, B. R., Micheels, R. H., Coen, J., Parikh, B., Chu, L. and Hsi, C. 1996. Feasibility Of Non-Invasive Measurement Of Tissue Ph Using Near-Infrared Reflectance Spectroscopy. Journal Of Clinical Monitoring. 12: 387-395.
Thomas, E. V., Robinson, M. R., Haaland, D. M. and Alam, M. K., Sandia Corporation. 1994. Reliable Noninvasive Measurement Of Blood Gases. U.S. Patent No. 5,355,880. Washington, DC: U.S. Patent and Trademark Office.
Alam, M. K., Franke, J. E., Niemczyk, T. M., Maynard, J. D., Rohrscheib, M. R., Robinson, M. R. and Eaton, R. P. 1998. Characterization Of Ph Variation In Lysed Blood By Nearinfrared Spectroscopy. Applied Spectroscopy. 52: 393-399.
Alam, M. K., Rohrscheib, M. R., Franke, J. E., Niemczyk, T. M., Maynard, J. D. and Robinson, M. R. 1999. Measurement Of Ph In Whole Blood By Near-Infrared Spectroscopy. Applied Spectroscopy. 53: 316-324.
Wallon, J., Yan, S. H., Tong, J., Meurens, M. and Haot, J. 1994. Identification Of Breast Carcinomatous Tissue By Near-Infrared Reflectance Spectroscopy. Applied Spectroscopy. 48: 190-193.
Shaw, R. A., Kotowich, S., Eysel, H. H., Jackson, M., Thomson, G. T. D. and Mantsch, H. H. 1995. Arthritis Diagnosis Based Upon The Near-Infrared Spectrum Of Synovial Fluid. Rheumatology International. 15: 159-165.
Pezzaniti, J. L., Jeng, T. W., McDowell, L. and Oosta, G. M. 2001. Preliminary Investigation Of Near-Infrared Spectroscopic Measurements Of Urea, Creatinine, Glucose, Protein, And Ketone In Urine. Clinical Biochemistry. 34: 239-246.
Liu, K. Z., Xu, M. and Scott, D. A. 2007. Biomolecular Characterisation Of Leucocytes By Infrared Spectroscopy, British Journal Of Haematology. 136: 713-722.
Erukhimovitch, V., Talyshinsky, M., Souprun, Y. and Huleihel, M. 2006. FTIR Spectroscopy Examination Of Leukemia Patients Plasma. Vibrational Spectroscopy. 40: 40-46.
Sahu, R. K., Zelig, U., Huleihel, M., Brosh, N., Talyshinsky, M., Ben-Harosh, M., Mordechai, S. and Kapelushnik, J. 2006. Continuous Monitoring Of WBC (Biochemistry) In An Adult Leukemia Patient Using Advanced FTIR-Spectroscopy, Leukemia Research. 30: 687-693.
Ramesh, J., Huleihel, M., Mordehai, J., Moser, A., Erukhimovich, V., Levi, C., Kapelushnik, J. and Mordechai, S. 2003. Preliminary Results Of Evaluation Of Progress In Chemotherapy For Childhood Leukemia Patients Employing Fourier-Transform Infrared Microspectroscopy And Cluster Analysis. Journal of Laboratory and Clinical Medicine. 141: 385-394.
Ramesh, J., Kapelushnik, J., Mordehai, J., Moser, A., Huleihel, M., Erukhimovitch, V., Levi, C. and Mordechai, S. 2002. Novel Methodology For The Follow-Up Of Acute Lymphoblastic Leukemia Using FTIR Microspectroscopy, Journal Of Biochemical And Biophysical Methods. 51: 251-261.
Northrop, R. B. 2001. Noninvasive Instrumentation And Measurement In Medical Diagnosis. CRC press.
do Amaral, C.E.F. and Wolf, B. 2008. Current Development In Non-Invasive Glucose Monitoring. Medical Engineering & Physics. 30: 541-549.
Downloads
Published
Issue
Section
License
Copyright of articles that appear in Jurnal Teknologi belongs exclusively to Penerbit Universiti Teknologi Malaysia (Penerbit UTM Press). This copyright covers the rights to reproduce the article, including reprints, electronic reproductions, or any other reproductions of similar nature.