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Dive into the research topics where P H Puhakka is active.

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Featured researches published by P H Puhakka.


Veterinary Journal | 2013

Arthroscopic optical coherence tomography provides detailed information on articular cartilage lesions in horses.

N.C.R. te Moller; H. Brommer; Jukka Liukkonen; Tuomas Virén; Matti Timonen; P H Puhakka; Jukka S. Jurvelin; P. R. van Weeren; Juha Töyräs

Arthroscopy enables direct inspection of the articular surface, but provides no information on deeper cartilage layers. Optical coherence tomography (OCT), based on measurement of reflection and backscattering of light, is a diagnostic technique used in cardiovascular surgery and ophthalmology. It provides cross-sectional images at resolutions comparable to that of low-power microscopy. The aim of this study was to determine if OCT is feasible for advanced clinical assessment of lesions in equine articular cartilage during diagnostic arthroscopy. Diagnostic arthroscopy of 36 metacarpophalangeal joints was carried out ex vivo. Of these, 18 joints with varying degrees of cartilage damage were selected, wherein OCT arthroscopy was conducted using an OCT catheter (diameter 0.9 mm) inserted through standard instrument portals. Five sites of interest, occasionally supplemented with other locations where defects were encountered, were arthroscopically graded according to the International Cartilage Repair Society (ICRS) classification system. The same sites were evaluated qualitatively (ICRS classification and morphological description of the lesions) and quantitatively (measurement of cartilage thickness) on OCT images. OCT provided high resolution images of cartilage enabling determination of cartilage thickness. Comparing ICRS grades determined by both arthroscopy and OCT revealed poor agreement. Furthermore, OCT visualised a spectrum of lesions, including cavitation, fibrillation, superficial and deep clefts, erosion, ulceration and fragmentation. In addition, with OCT the arthroscopically inaccessible area between the dorsal MC3 and P1 was reachable in some cases. Arthroscopically-guided OCT provided more detailed and quantitative information on the morphology of articular cartilage lesions than conventional arthroscopy. OCT could therefore improve the diagnostic value of arthroscopy in equine orthopaedic surgery.


Ultrasound in Medicine and Biology | 2014

Collagen and chondrocyte concentrations control ultrasound scattering in agarose scaffolds.

Satu I. Inkinen; Jukka Liukkonen; Janne H. Ylärinne; P H Puhakka; Mikko J. Lammi; Tuomas Virén; Jukka S. Jurvelin; Juha Töyräs

Ultrasound imaging has been proposed for diagnostics of osteoarthritis and cartilage injuries in vivo. However, the specific contribution of chondrocytes and collagen to ultrasound scattering in articular cartilage has not been systematically studied. We investigated the role of these tissue structures by measuring ultrasound scattering in agarose scaffolds with varying collagen and chondrocyte concentrations. Ultrasound catheters with center frequencies of 9 MHz (7.1-11.0 MHz, -6 dB) and 40 MHz (30.1-45.3 MHz, -6 dB) were applied using an intravascular ultrasound device. Ultrasound backscattering quantified in a region of interest starting right below sample surface differed significantly (p < 0.05) with the concentrations of collagen and chondrocytes. An ultrasound frequency of 40 MHz, as compared with 9 MHz, was more sensitive to variations in collagen and chondrocyte concentrations. The present findings may improve diagnostic interpretation of arthroscopic ultrasound imaging and provide information necessary for development of models describing ultrasound propagation within cartilage.


Acta Veterinaria Scandinavica | 2014

Application of optical coherence tomography enhances reproducibility of arthroscopic evaluation of equine joints.

Tytti Niemelä; Tuomas Virén; Jukka Liukkonen; David Argüelles; Nikae te Moller; P H Puhakka; Jukka S. Jurvelin; Riitta-Mari Tulamo; Juha Töyräs

BackgroundArthroscopy is widely used in various equine joints for diagnostic and surgical purposes. However, accuracy of defining the extent of cartilage lesions and reproducibility in grading of lesions are not optimal. Therefore, there is a need for new, more quantitative arthroscopic methods. Arthroscopic optical coherence tomography (OCT) imaging is a promising tool introduced for quantitative detection of cartilage degeneration and scoring of the severity of chondral lesions. The aim of this study was to evaluate the inter-investigator agreement and inter-method agreement in grading cartilage lesions by means of conventional arthroscopy and with OCT technique. For this aim, 41 cartilage lesions based on findings in conventional and OCT arthroscopy in 14 equine joints were imaged, blind coded and independently ICRS (International Cartilage Repair Society) scored by three surgeons and one PhD-student.ResultsThe intra- and inter-investigator percentages of agreement by means of OCT (68.9% and 43.9%, respectively) were higher than those based on conventional arthroscopic imaging (56.7% and 31.7%, respectively). The intra-investigator Kappa coefficients were 0.709 and 0.565 for OCT and arthroscopy, respectively. Inter-investigator Kappa coefficients were 0.538 and 0.408 for OCT and arthroscopy, respectively.ConclusionsOCT can enhance reproducibility of arthroscopic evaluation of equine joints.


Physics in Medicine and Biology | 2014

Dependence of light attenuation and backscattering on collagen concentration and chondrocyte density in agarose scaffolds

P H Puhakka; Janne H. Ylärinne; Mikko J. Lammi; Simo Saarakkala; Virpi Tiitu; Heikki Kröger; Tuomas Virén; Jukka S. Jurvelin; Juha Töyräs

Optical coherence tomography (OCT) has been applied for high resolution imaging of articular cartilage. However, the contribution of individual structural elements of cartilage on OCT signal has not been thoroughly studied. We hypothesize that both collagen and chondrocytes, essential structural components of cartilage, act as important light scatterers and that variation in their concentrations can be detected by OCT through changes in backscattering and attenuation. To evaluate this hypothesis, we established a controlled model system using agarose scaffolds embedded with variable collagen concentrations and chondrocyte densities. Using OCT, we measured the backscattering coefficient (µb) and total attenuation coefficient (µt) in these scaffolds. Along our hypothesis, light backscattering and attenuation in agarose were dependent on collagen concentration and chondrocyte density. Significant correlations were found between µt and chondrocyte density (ρ = 0.853, p < 0.001) and between µt and collagen concentration (ρ = 0.694, p < 0.001). µb correlated significantly with chondrocyte density (ρ = 0.504, p < 0.001) but not with collagen concentration (ρ = 0.103, p = 0.422) of the scaffold. Thus, quantitation of light backscattering and, especially, attenuation could be valuable when evaluating the integrity of soft tissues, such as articular cartilage with OCT.


Equine Veterinary Journal | 2017

Semi-automated International Cartilage Repair Society scoring of equine articular cartilage lesions in optical coherence tomography images

N.C.R. te Moller; M. Pitkänen; Jaakko K. Sarin; Sami P. Väänänen; Jukka Liukkonen; Isaac O. Afara; P H Puhakka; H. Brommer; Tytti Niemelä; Riitta-Mari Tulamo; D. Argüelles Capilla; Juha Töyräs

BACKGROUND Arthroscopic optical coherence tomography (OCT) is a promising tool for the detailed evaluation of articular cartilage injuries. However, OCT-based articular cartilage scoring still relies on the operators visual estimation. OBJECTIVES To test the hypothesis that semi-automated International Cartilage Repair Society (ICRS) scoring of chondral lesions seen in OCT images could enhance intra- and interobserver agreement of scoring and its accuracy. STUDY DESIGN Validation study using equine cadaver tissue. METHODS Osteochondral samples (n = 99) were prepared from 18 equine metacarpophalangeal joints and imaged using OCT. Custom-made software was developed for semi-automated ICRS scoring of cartilage lesions on OCT images. Scoring was performed visually and semi-automatically by five observers, and levels of inter- and intraobserver agreement were calculated. Subsequently, OCT-based scores were compared with ICRS scores based on light microscopy images of the histological sections of matching locations (n = 82). RESULTS When semi-automated scoring of the OCT images was performed by multiple observers, mean levels of intraobserver and interobserver agreement were higher than those achieved with visual OCT scoring (83% vs. 77% and 74% vs. 33%, respectively). Histology-based scores from matching regions of interest agreed better with visual OCT-based scoring than with semi-automated OCT scoring; however, the accuracy of the software was improved by optimising the threshold combinations used to determine the ICRS score. MAIN LIMITATIONS Images were obtained from cadavers. CONCLUSIONS Semi-automated scoring software improved the reproducibility of ICRS scoring of chondral lesions in OCT images and made scoring less observer-dependent. The image analysis and segmentation techniques adopted in this study warrant further optimisation to achieve better accuracy with semi-automated ICRS scoring. In addition, studies on in vivo applications are required.


Acta Orthopaedica | 2016

Optical coherence tomography enables accurate measurement of equine cartilage thickness for determination of speed of sound

P H Puhakka; Nikae te Moller; Petri Tanska; Simo Saarakkala; Virpi Tiitu; Rami K. Korhonen; H. Brommer; Tuomas Virén; Jukka S. Jurvelin; Juha Töyräs

Background and purpose — Arthroscopic estimation of articular cartilage thickness is important for scoring of lesion severity, and measurement of cartilage speed of sound (SOS)—a sensitive index of changes in cartilage composition. We investigated the accuracy of optical coherence tomography (OCT) in measurements of cartilage thickness and determined SOS by combining OCT thickness and ultrasound (US) time-of-flight (TOF) measurements. Material and methods — Cartilage thickness measurements from OCT and microscopy images of 94 equine osteochondral samples were compared. Then, SOS in cartilage was determined using simultaneous OCT thickness and US TOF measurements. SOS was then compared with the compositional, structural, and mechanical properties of cartilage. Results — Measurements of non-calcified cartilage thickness using OCT and microscopy were significantly correlated (ρ = 0.92; p < 0.001). With calcified cartilage included, the correlation was ρ = 0.85 (p < 0.001). The mean cartilage SOS (1,636 m/s) was in agreement with the literature. However, SOS and the other properties of cartilage lacked any statistically significant correlation. Interpretation — OCT can give an accurate measurement of articular cartilage thickness. Although SOS measurements lacked accuracy in thin equine cartilage, the concept of SOS measurement using OCT appears promising.


Arthroscopy techniques | 2017

Ultrasound Arthroscopy of Hip in Treatment of Osteochondritis Dissecans

Antti Joukainen; Tuomas Virén; Pekko Penttilä; Jukka Liukkonen; P H Puhakka; Heikki Kröger; Juha Töyräs

An ultrasound arthroscopy (UA) technique is a promising tool for the evaluation of the articular cartilage during arthroscopic examination. However, the applicability of UA for the evaluation of the hip joint is unknown. We describe a UA assessment of a patient with osteochondritis dissecans at the femoral head. An ultrasound catheter designed for intravascular imaging was inserted into the hip joint by use of conventional arthroscopic portals, and the cartilage surfaces of the femoral head and acetabulum were investigated with ultrasound. UA provided essential quantitative information on the integrity of the articular cartilage and the condition of the subchondral plate not assessable with conventional arthroscopy. Furthermore, the UA technique provided the possibility to monitor arthroscopy-assisted retrograde drilling and bone transplantation in the hip joint.


Osteoarthritis and Cartilage | 2015

Estimation of articular cartilage properties using multivariate analysis of optical coherence tomography signal

P H Puhakka; N.C.R. te Moller; Isaac O. Afara; J.T.A. Mäkelä; Virpi Tiitu; Rami K. Korhonen; H. Brommer; Tuomas Virén; Jukka S. Jurvelin; Juha Töyräs


Osteoarthritis and Cartilage | 2017

Multimodality scoring of chondral injuries in the equine fetlock joint ex vivo

Jaakko K. Sarin; H. Brommer; David Argüelles; P H Puhakka; Satu I. Inkinen; Isaac O. Afara; Simo Saarakkala; Juha Töyräs


Osteoarthritis and Cartilage | 2017

Corrigendum to “Multimodality scoring of chondral injuries in the equine fetlock joint ex vivo” [Osteoarthritis Cartilage 25 (5) (2017 May) 790–798]

Jaakko K. Sarin; H. Brommer; David Argüelles; P H Puhakka; Satu I. Inkinen; Isaac O. Afara; Simo Saarakkala; Juha Töyräs

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Juha Töyräs

University of Eastern Finland

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Tuomas Virén

University of Eastern Finland

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Jukka S. Jurvelin

University of Eastern Finland

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Jukka Liukkonen

University of Eastern Finland

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Isaac O. Afara

University of Eastern Finland

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Jaakko K. Sarin

University of Eastern Finland

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