Literature DB >> 11357494

Perfusion heterogeneity in human skeletal muscle: fractal analysis of PET data.

K K Kalliokoski1, T A Kuusela, P Nuutila, T Tolvanen, V Oikonen, M Teräs, T E Takala, J Knuuti.   

Abstract

Muscle blood flow has been shown to be heterogeneous at the voxel by voxel level in positron emission tomography (PET) studies using oxygen-15 labelled water. However, the limited spatial resolution of the imaging device does not allow direct measurement of true vascular flow heterogeneity. Fractal dimension (D) obtained by fractal analysis describes the relationship between the relative dispersion and the size of the region studied, and has been used for the assessment of perfusion heterogeneity in microvascular units. This study was undertaken to evaluate fractal characteristics of PET perfusion data and to estimate perfusion heterogeneity in microvascular units. Skeletal muscle blood flow was measured in healthy subjects using [15O]water PET and the fractal characteristics of blood flow in resting and exercising skeletal muscle were analysed. The perfusion heterogeneity in microvascular units was estimated using the measured heterogeneity (relative dispersion, RD = SD/mean) and D values. Heterogeneity due to methodological factors was estimated with phantoms and subtracted from the flow data. The number of aggregated voxels was inversely correlated with RD both in phantoms (Pearson r = -0.96-0.97) and in muscle (Pearson r = -0.94) when both parameters were expressed using a logarithmic scale. Fractal dimension was similar between exercising (1.13) and resting (1.14) muscles and significantly lower than the values in the phantoms with different activity levels (1.27-1.29). Measured flow heterogeneity values were 20% +/- 6% (exercise) and 27% +/- 5% (rest, P < 0.001), whereas estimated flow heterogeneity values in microvascular units (1 mm3) were 35% +/- 14% (exercise) and 49% +/- 14% (rest, P < 0.01). In conclusion, these results show that it is feasible to apply fractal analysis to PET perfusion data. When microvascular flow heterogeneity is estimated using fractals, perfusion appears to be more heterogeneous in microvascular units than when obtained by routine spatial analysis of PET data. Analysis of flow heterogeneity using PET and fractals could provide new insight into physiological conditions and diseases associated with changes in peripheral vascular function.

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Year:  2001        PMID: 11357494     DOI: 10.1007/s002590000458

Source DB:  PubMed          Journal:  Eur J Nucl Med        ISSN: 0340-6997


  11 in total

Review 1.  Peripheral limitations of maximal aerobic capacity in patients with chronic heart failure.

Authors:  Stuart D Katz; Haoyi Zheng
Journal:  J Nucl Cardiol       Date:  2002 Mar-Apr       Impact factor: 5.952

2.  Muscle fractal vascular branching pattern and microvascular perfusion heterogeneity in endurance-trained and untrained men.

Authors:  Kari K Kalliokoski; Tom A Kuusela; Marko S Laaksonen; Juhani Knuuti; Pirjo Nuutila
Journal:  J Physiol       Date:  2003-01-15       Impact factor: 5.182

3.  Dual gradient-echo MRI of post-contraction changes in skeletal muscle blood volume and oxygenation.

Authors:  Bruce M Damon; Jennifer L Hornberger; Megan C Wadington; Drew A Lansdown; Jane A Kent-Braun
Journal:  Magn Reson Med       Date:  2007-04       Impact factor: 4.668

4.  Temporal course of perfusion in human masseter muscle during isometric contraction assessed by arterial spin labeling at 3T.

Authors:  Christina Schraml; Nina F Schwenzer; Petros Martirosian; Claus D Claussen; Fritz Schick
Journal:  MAGMA       Date:  2011-05-15       Impact factor: 2.310

Review 5.  The Complexity and Fractal Geometry of Nuclear Medicine Images.

Authors:  Fabio Grizzi; Angelo Castello; Dorina Qehajaj; Carlo Russo; Egesta Lopci
Journal:  Mol Imaging Biol       Date:  2019-06       Impact factor: 3.488

Review 6.  Methods for the determination of skeletal muscle blood flow: development, strengths and limitations.

Authors:  Lasse Gliemann; Stefan P Mortensen; Ylva Hellsten
Journal:  Eur J Appl Physiol       Date:  2018-05-14       Impact factor: 3.078

7.  Fractal properties of perfusion heterogeneity in optimized arterial trees: a model study.

Authors:  Rudolf Karch; Friederike Neumann; Bruno K Podesser; Martin Neumann; Paul Szawlowski; Wolfgang Schreiner
Journal:  J Gen Physiol       Date:  2003-08-11       Impact factor: 4.086

Review 8.  Fractal analysis in radiological and nuclear medicine perfusion imaging: a systematic review.

Authors:  Florian Michallek; Marc Dewey
Journal:  Eur Radiol       Date:  2013-08-23       Impact factor: 5.315

9.  [¹¹C]acetate PET/CT visualizes skeletal muscle exercise participation, impaired function, and recovery after hip arthroplasty; first results.

Authors:  Franz Buchegger; Osman Ratib; Jean-Pierre Willi; Charles Steiner; Yann Seimbille; Habib Zaidi; Véronique Graf; Robin Peter; Maximilien Jung
Journal:  Mol Imaging Biol       Date:  2010-08-31       Impact factor: 3.488

10.  Predicting Response to Neoadjuvant Chemotherapy with PET Imaging Using Convolutional Neural Networks.

Authors:  Petros-Pavlos Ypsilantis; Musib Siddique; Hyon-Mok Sohn; Andrew Davies; Gary Cook; Vicky Goh; Giovanni Montana
Journal:  PLoS One       Date:  2015-09-10       Impact factor: 3.240

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