Skip to main content
Erschienen in: Journal of Medical Systems 3/2018

01.03.2018 | Image & Signal Processing

Assessment of Subtle Changes in Diabetes-Associated Arteriosclerosis using Photoplethysmographic Pulse Wave from Index Finger

verfasst von: Po-Chun Hsu, Hsien-Tsai Wu, Cheuk-Kwan Sun

Erschienen in: Journal of Medical Systems | Ausgabe 3/2018

Einloggen, um Zugang zu erhalten

Abstract

Distortions in macro- and microcirculation are principal contributors to diabetes-associated complications. This study aimed at investigating the validity of applying non-invasive photoplethysmographic (PPG) waveform parameters in detecting diabetes-induced subtitle changes in arterial stiffness. Between July 2009 and October 2010, totally 94 middle-aged and elderly subjects were recruited including 48 without diabetes (Group 1) and 46 with the disease (Group 2). Demographic (i.e., age, gender), anthropometric (body-mass index), biochemical (i.e., glycated hemoglobin concentration), and hemodynamic (i.e., systolic blood pressure, heart rate) parameters were obtained. Crest time (CT) and crest time ratio (CTR) computed from PPG signals acquired from left index finger were compared with left index finger pulse wave velocity (PWVfinger) obtained from six-channel ECG-PWV system to investigate the differences between the two groups and the associations of these indices with the parameters of testing subjects. Significant difference was only noted in CTR between the two groups (P < 0.005). Despite correlation of both CT and CTR with age, only CTR demonstrated significant associations with hemodynamic parameters. CTR could differentiate diabetic patients from healthy individuals despite absence of difference in arterial stiffness assessed by conventional PWV, highlighting its superior sensitivity to subtle changes in diabetes-associated arteriosclerosis.
Literatur
1.
Zurück zum Zitat Vaidya, V., Gangan, N., and Sheehan, J., Impact of cardiovascular complications among patients with Type 2 diabetes mellitus: a systematic review. Expert Rev. Pharmacoecon. Outcomes Res. 15(3):487–497, 2015.CrossRefPubMed Vaidya, V., Gangan, N., and Sheehan, J., Impact of cardiovascular complications among patients with Type 2 diabetes mellitus: a systematic review. Expert Rev. Pharmacoecon. Outcomes Res. 15(3):487–497, 2015.CrossRefPubMed
2.
Zurück zum Zitat Gladdish, S., Manawadu, D., Banya, W., Cameron, J., Bulpitt, C.J., and Rajkumar, C., Repeatability of non-invasive measurement of intracerebral pulse wave velocity using transcranial Doppler. Clin. Sci. 108(5):433–439, 2005.CrossRefPubMed Gladdish, S., Manawadu, D., Banya, W., Cameron, J., Bulpitt, C.J., and Rajkumar, C., Repeatability of non-invasive measurement of intracerebral pulse wave velocity using transcranial Doppler. Clin. Sci. 108(5):433–439, 2005.CrossRefPubMed
3.
Zurück zum Zitat Allen, J., and Murray, A., Age-related changes in the characteristics of the photoplethysmographic pulse shape at various body sites. Physiol. Meas. 24(2):297, 2003.CrossRefPubMed Allen, J., and Murray, A., Age-related changes in the characteristics of the photoplethysmographic pulse shape at various body sites. Physiol. Meas. 24(2):297, 2003.CrossRefPubMed
4.
Zurück zum Zitat Alty, S.R., Angarita-Jaimes, N., Millasseau, S.C., and Chowienczyk, P.J., Predicting arterial stiffness from the digital volume pulse waveform. IEEE Trans. Biomed. Eng. 54(12):2268–2275, 2007.CrossRefPubMed Alty, S.R., Angarita-Jaimes, N., Millasseau, S.C., and Chowienczyk, P.J., Predicting arterial stiffness from the digital volume pulse waveform. IEEE Trans. Biomed. Eng. 54(12):2268–2275, 2007.CrossRefPubMed
5.
Zurück zum Zitat Millasseau, S., Kelly, R., Ritter, J., and Chowienczyk, P., Determination of age-related increases in large artery stiffness by digital pulse contour analysis. Clin. Sci. 103(4):371–377, 2002.CrossRefPubMed Millasseau, S., Kelly, R., Ritter, J., and Chowienczyk, P., Determination of age-related increases in large artery stiffness by digital pulse contour analysis. Clin. Sci. 103(4):371–377, 2002.CrossRefPubMed
6.
Zurück zum Zitat Tsai, W.-C., Chen, J.-Y., Wang, M.-C., Wu, H.-T., Chi, C.-K., Chen, Y.-K., Chen, J.-H., and Lin, L.-J., Association of risk factors with increased pulse wave velocity detected by a novel method using dual-channel photoplethysmography. Am. J. Hypertens. 18(8):1118–1122, 2005.CrossRefPubMed Tsai, W.-C., Chen, J.-Y., Wang, M.-C., Wu, H.-T., Chi, C.-K., Chen, Y.-K., Chen, J.-H., and Lin, L.-J., Association of risk factors with increased pulse wave velocity detected by a novel method using dual-channel photoplethysmography. Am. J. Hypertens. 18(8):1118–1122, 2005.CrossRefPubMed
7.
Zurück zum Zitat Liu, A.-B., Hsu, P.-C., Chen, Z.-L., and Wu, H.-T., Measuring pulse wave velocity using ECG and photoplethysmography. J. Med. Syst. 35(5):771–777, 2011.CrossRefPubMed Liu, A.-B., Hsu, P.-C., Chen, Z.-L., and Wu, H.-T., Measuring pulse wave velocity using ECG and photoplethysmography. J. Med. Syst. 35(5):771–777, 2011.CrossRefPubMed
8.
Zurück zum Zitat Wu, H.-T., Hsu, P.-C., Liu, A.-B., Chen, Z.-L., Huang, R.-M., Chen, C.-P., Tang, C.-J., and Sun, C.-K., Six-channel ECG-based pulse wave velocity for assessing whole-body arterial stiffness. Blood Press. 21(3):167–176, 2012.CrossRefPubMed Wu, H.-T., Hsu, P.-C., Liu, A.-B., Chen, Z.-L., Huang, R.-M., Chen, C.-P., Tang, C.-J., and Sun, C.-K., Six-channel ECG-based pulse wave velocity for assessing whole-body arterial stiffness. Blood Press. 21(3):167–176, 2012.CrossRefPubMed
9.
Zurück zum Zitat Flammer, A.J., Anderson, T., Celermajer, D.S., Creager, M.A., Deanfield, J., Ganz, P., Hamburg, N.M., Lüscher, T.F., Shechter, M., and Taddei, S., The assessment of endothelial function from research into clinical practice. Circulation. 126(6):753–767, 2012.CrossRefPubMedPubMedCentral Flammer, A.J., Anderson, T., Celermajer, D.S., Creager, M.A., Deanfield, J., Ganz, P., Hamburg, N.M., Lüscher, T.F., Shechter, M., and Taddei, S., The assessment of endothelial function from research into clinical practice. Circulation. 126(6):753–767, 2012.CrossRefPubMedPubMedCentral
10.
Zurück zum Zitat Reus, W.F., Robson, M.C., Zachary, L., and Heggers, J.P., Acute effects of tobacco smoking on blood flow in the cutaneous micro-circulation. Br. J. Plast. Surg. 37(2):213–215, 1984.CrossRefPubMed Reus, W.F., Robson, M.C., Zachary, L., and Heggers, J.P., Acute effects of tobacco smoking on blood flow in the cutaneous micro-circulation. Br. J. Plast. Surg. 37(2):213–215, 1984.CrossRefPubMed
11.
Zurück zum Zitat Guy, R.H., Tur, E., and Maibach, H.I., Optical techniques for monitoring cutaneous microcirculation. Int. J. Dermatol. 24(2):88–94, 1985.CrossRefPubMed Guy, R.H., Tur, E., and Maibach, H.I., Optical techniques for monitoring cutaneous microcirculation. Int. J. Dermatol. 24(2):88–94, 1985.CrossRefPubMed
12.
Zurück zum Zitat Spigulis, J., Erts, R., Rubins, U., Micro-circulation of skin blood: optical monitoring by advanced photoplethysmography techniques. In: Microtechnologies for the New Millennium 2003. International Society for Optics and Photonics, 2003, pp 219–225. Spigulis, J., Erts, R., Rubins, U., Micro-circulation of skin blood: optical monitoring by advanced photoplethysmography techniques. In: Microtechnologies for the New Millennium 2003. International Society for Optics and Photonics, 2003, pp 219–225.
13.
Zurück zum Zitat K-I, K., Fukutake, T., and Hattori, T., Fingertip photoplethysmography and migraine. J. Neurol. Sci. 216(1):17–21, 2003.CrossRef K-I, K., Fukutake, T., and Hattori, T., Fingertip photoplethysmography and migraine. J. Neurol. Sci. 216(1):17–21, 2003.CrossRef
14.
Zurück zum Zitat Korhonen, I., and Yli-Hankala, A., Photoplethysmography and nociception. Acta Anaesthesiol. Scand. 53(8):975–985, 2009.CrossRefPubMed Korhonen, I., and Yli-Hankala, A., Photoplethysmography and nociception. Acta Anaesthesiol. Scand. 53(8):975–985, 2009.CrossRefPubMed
15.
Zurück zum Zitat Hile, C., and Veves, A., Diabetic neuropathy and microcirculation. Curr. Diab. Rep. 3(6):446–451, 2003.CrossRefPubMed Hile, C., and Veves, A., Diabetic neuropathy and microcirculation. Curr. Diab. Rep. 3(6):446–451, 2003.CrossRefPubMed
16.
Zurück zum Zitat McMillan, D., The microcirculation in diabetes. Microcirc. Endothel. Lymphat. 1(1):3–24, 1984. McMillan, D., The microcirculation in diabetes. Microcirc. Endothel. Lymphat. 1(1):3–24, 1984.
17.
Zurück zum Zitat Tooke, J.E., Sandeman, D.D., and Shore, A.C., Microvascular hemodynamics in hypertension and diabetes. J. Cardiovasc. Pharmacol. 18:S51–S53, 1991.CrossRefPubMed Tooke, J.E., Sandeman, D.D., and Shore, A.C., Microvascular hemodynamics in hypertension and diabetes. J. Cardiovasc. Pharmacol. 18:S51–S53, 1991.CrossRefPubMed
18.
Zurück zum Zitat Wu, H.-T., Lee, C.-H., Liu, A.-B., Chung, W.-S., Tang, C.-J., Sun, C.-K., and Yip, H.-K., Arterial stiffness using radial arterial waveforms measured at the wrist as an indicator of diabetic control in the elderly. IEEE Trans. Biomed. Eng. 58(2):243–252, 2011.CrossRefPubMed Wu, H.-T., Lee, C.-H., Liu, A.-B., Chung, W.-S., Tang, C.-J., Sun, C.-K., and Yip, H.-K., Arterial stiffness using radial arterial waveforms measured at the wrist as an indicator of diabetic control in the elderly. IEEE Trans. Biomed. Eng. 58(2):243–252, 2011.CrossRefPubMed
19.
Zurück zum Zitat Wu, H.-T., Liu, C.-C., Lin, P.-H., Chung, H.-M., Liu, M.-C., Yip, H.-K., Liu, A.-B., and Sun, C.-K., Novel application of parameters in waveform contour analysis for assessing arterial stiffness in aged and atherosclerotic subjects. Atherosclerosis. 213(1):173–177, 2010.CrossRefPubMed Wu, H.-T., Liu, C.-C., Lin, P.-H., Chung, H.-M., Liu, M.-C., Yip, H.-K., Liu, A.-B., and Sun, C.-K., Novel application of parameters in waveform contour analysis for assessing arterial stiffness in aged and atherosclerotic subjects. Atherosclerosis. 213(1):173–177, 2010.CrossRefPubMed
20.
Zurück zum Zitat Huff, S.E., Taylor, H.L., and Keys, A., Observations on the peripheral blood flow in chronic lupus erythematosus. J. Invest. Dermatol. 14(1):21–36, 1950.CrossRefPubMed Huff, S.E., Taylor, H.L., and Keys, A., Observations on the peripheral blood flow in chronic lupus erythematosus. J. Invest. Dermatol. 14(1):21–36, 1950.CrossRefPubMed
21.
Zurück zum Zitat Dillon, J.B., and Hertzman, A.B., The form of the volume pulse in the finger pad in health, arteriosclerosis, and hypertension. Am. Heart J. 21(2):172–190, 1941.CrossRef Dillon, J.B., and Hertzman, A.B., The form of the volume pulse in the finger pad in health, arteriosclerosis, and hypertension. Am. Heart J. 21(2):172–190, 1941.CrossRef
22.
Zurück zum Zitat Allen, J., Photoplethysmography and its application in clinical physiological measurement. Physiol. Meas. 28(3):R1, 2007.CrossRefPubMed Allen, J., Photoplethysmography and its application in clinical physiological measurement. Physiol. Meas. 28(3):R1, 2007.CrossRefPubMed
24.
Zurück zum Zitat Steiner, G., The dyslipoproteinemias of diabetes. Atherosclerosis. 110(Suppl):S27–S33, 1994.CrossRefPubMed Steiner, G., The dyslipoproteinemias of diabetes. Atherosclerosis. 110(Suppl):S27–S33, 1994.CrossRefPubMed
25.
Zurück zum Zitat Li, L., Mac-Mary, S., Sainthillier, J.-M., Nouveau, S., De Lacharriere, O., and Humbert, P., Age-related changes of the cutaneous microcirculation in vivo. Gerontology. 52(3):142–153, 2006.CrossRefPubMed Li, L., Mac-Mary, S., Sainthillier, J.-M., Nouveau, S., De Lacharriere, O., and Humbert, P., Age-related changes of the cutaneous microcirculation in vivo. Gerontology. 52(3):142–153, 2006.CrossRefPubMed
26.
Zurück zum Zitat Klein, R., Clegg, L., Cooper, L.S., Hubbard, L.D., Klein, B.E., King, W.N., and Folsom, A.R., Prevalence of age-related maculopathy in the Atherosclerosis Risk in Communities Study. Arch. Ophthalmol. 117(9):1203–1210, 1999.CrossRefPubMed Klein, R., Clegg, L., Cooper, L.S., Hubbard, L.D., Klein, B.E., King, W.N., and Folsom, A.R., Prevalence of age-related maculopathy in the Atherosclerosis Risk in Communities Study. Arch. Ophthalmol. 117(9):1203–1210, 1999.CrossRefPubMed
27.
Zurück zum Zitat Rose, K.M., Tyroler, H.A., Nardo, C.J., Arnett, D.K., Light, K.C., Rosamond, W., Sharrett, A.R., and Szklo, M., Orthostatic hypotension and the incidence of coronary heart disease: the Atherosclerosis Risk in Communities study. Am. J. Hypertens. 13(6 Pt 1):571–578, 2000.CrossRefPubMed Rose, K.M., Tyroler, H.A., Nardo, C.J., Arnett, D.K., Light, K.C., Rosamond, W., Sharrett, A.R., and Szklo, M., Orthostatic hypotension and the incidence of coronary heart disease: the Atherosclerosis Risk in Communities study. Am. J. Hypertens. 13(6 Pt 1):571–578, 2000.CrossRefPubMed
28.
Zurück zum Zitat Palatini, P., and Julius, S., Elevated heart rate: a major risk factor for cardiovascular disease. Clin. Exp. Hypertens. 26(7–8):637–644, 2004.CrossRefPubMed Palatini, P., and Julius, S., Elevated heart rate: a major risk factor for cardiovascular disease. Clin. Exp. Hypertens. 26(7–8):637–644, 2004.CrossRefPubMed
29.
Zurück zum Zitat Chen, Y., Huang, Y., Li, X., Xu, M., Bi, Y., Zhang, Y., Gu, W., and Ning, G., Association of arterial stiffness with HbA1c in 1,000 type 2 diabetic patients with or without hypertension. Endocrine. 36(2):262–267, 2009.CrossRefPubMed Chen, Y., Huang, Y., Li, X., Xu, M., Bi, Y., Zhang, Y., Gu, W., and Ning, G., Association of arterial stiffness with HbA1c in 1,000 type 2 diabetic patients with or without hypertension. Endocrine. 36(2):262–267, 2009.CrossRefPubMed
Metadaten
Titel
Assessment of Subtle Changes in Diabetes-Associated Arteriosclerosis using Photoplethysmographic Pulse Wave from Index Finger
verfasst von
Po-Chun Hsu
Hsien-Tsai Wu
Cheuk-Kwan Sun
Publikationsdatum
01.03.2018
Verlag
Springer US
Erschienen in
Journal of Medical Systems / Ausgabe 3/2018
Print ISSN: 0148-5598
Elektronische ISSN: 1573-689X
DOI
https://doi.org/10.1007/s10916-018-0901-1

Weitere Artikel der Ausgabe 3/2018

Journal of Medical Systems 3/2018 Zur Ausgabe