TY - JOUR
T1 - Assessment of chronic limb threatening ischemia using thermal imaging
AU - Pakarinen, Tomppa
AU - Joutsen, Atte
AU - Oksala, Niku
AU - Vehkaoja, Antti
N1 - Funding Information:
This research was funded by the Academy of Finland ( 351471 , 351472 ), State Research Fund (VTR, 9AP052), and by Instrumentarium Science Foundation , Finland, as a personal grant for Tomppa Pakarinen's doctoral research.
Funding Information:
Authors have no competing interest to declare. This research was funded by the Academy of Finland ( 351471 , 351472 ), State Research Fund (VTR, 9AP052), and by Instrumentarium Science Foundation , Finland, as a personal grant for Tomppa Pakarinen's doctoral research. Research nurses Anna-Maija Purosola and Milka Ahola, and medical student Julia Koskela are acknowledged for collecting the preliminary data.
Publisher Copyright:
© 2023 The Authors
PY - 2023/1
Y1 - 2023/1
N2 - Objectives: Current chronic limb threatening ischemia (CLTI) diagnostics require expensive equipment, using ionizing radiation or contrast agents, or summative surrogate methods lacking in spatial information. Our aim is to develop and improve contactless, non-ionizing and cost-effective diagnostic methods for CLTI assessment with high spatial accuracy by utilizing dynamic thermal imaging and the angiosome concept. Approach: Dynamic thermal imaging test protocol was suggested and implemented with a number of computational parameters. Pilot data was measured from 3 healthy young subjects, 4 peripheral artery disease (PAD) patients and 4 CLTI patients. The protocol consists of clinical reference measurements, including ankle- and toe-brachial indices (ABI, TBI), and a modified patient bed for hydrostatic and thermal modulation tests. The data was analyzed using bivariate correlation. Results: The thermal recovery time constant was on average higher for the PAD (88%) and CLTI (83%) groups with respect to the healthy young subjects. The contralateral symmetry was high for the healthy young group and low for the CLTI group. The recovery time constants showed high negative correlation to TBI (ρ = -0.73) and ABI (ρ = -0.60). The relation of these clinical parameters to the hydrostatic response and absolute temperatures (|ρ|<0.3) remained unclear. Conclusion: The lack of correlation for absolute temperatures or their contralateral differences with the clinical status, ABI and TBI disputes their use in CLTI diagnostics. Thermal modulation tests tend to augment the signs of thermoregulation deficiencies and accordingly high correlations were found with all reference metrics. The method is promising for establishing the connection between impaired perfusion and thermography. The hydrostatic modulation test requires more research with stricter test conditions.
AB - Objectives: Current chronic limb threatening ischemia (CLTI) diagnostics require expensive equipment, using ionizing radiation or contrast agents, or summative surrogate methods lacking in spatial information. Our aim is to develop and improve contactless, non-ionizing and cost-effective diagnostic methods for CLTI assessment with high spatial accuracy by utilizing dynamic thermal imaging and the angiosome concept. Approach: Dynamic thermal imaging test protocol was suggested and implemented with a number of computational parameters. Pilot data was measured from 3 healthy young subjects, 4 peripheral artery disease (PAD) patients and 4 CLTI patients. The protocol consists of clinical reference measurements, including ankle- and toe-brachial indices (ABI, TBI), and a modified patient bed for hydrostatic and thermal modulation tests. The data was analyzed using bivariate correlation. Results: The thermal recovery time constant was on average higher for the PAD (88%) and CLTI (83%) groups with respect to the healthy young subjects. The contralateral symmetry was high for the healthy young group and low for the CLTI group. The recovery time constants showed high negative correlation to TBI (ρ = -0.73) and ABI (ρ = -0.60). The relation of these clinical parameters to the hydrostatic response and absolute temperatures (|ρ|<0.3) remained unclear. Conclusion: The lack of correlation for absolute temperatures or their contralateral differences with the clinical status, ABI and TBI disputes their use in CLTI diagnostics. Thermal modulation tests tend to augment the signs of thermoregulation deficiencies and accordingly high correlations were found with all reference metrics. The method is promising for establishing the connection between impaired perfusion and thermography. The hydrostatic modulation test requires more research with stricter test conditions.
KW - Blood perfusion
KW - Chronic limb threatening ischemia
KW - Dynamic imaging
KW - Peripheral artery disease
KW - Thermal imaging
U2 - 10.1016/j.jtherbio.2023.103467
DO - 10.1016/j.jtherbio.2023.103467
M3 - Article
AN - SCOPUS:85146692334
SN - 0306-4565
VL - 112
JO - JOURNAL OF THERMAL BIOLOGY
JF - JOURNAL OF THERMAL BIOLOGY
M1 - 103467
ER -