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Topic:Noninvasive Procedures

Noninvasive procedures in horses refer to diagnostic and therapeutic techniques that do not require incision into the body or removal of tissue. These procedures are designed to minimize discomfort and risk to the animal while providing valuable information for veterinary care. Common noninvasive methods include ultrasonography, thermography, and endoscopy, which allow for the examination of internal structures without surgery. Additionally, techniques such as laser therapy and extracorporeal shock wave therapy are employed for treatment purposes. These procedures are beneficial for assessing and managing a variety of conditions, including musculoskeletal disorders and soft tissue injuries. This page compiles peer-reviewed research studies and scholarly articles that explore the application, effectiveness, and advancements of noninvasive procedures in equine medicine.
Determination of Salivary Cortisol in Donkey Stallions.
Journal of equine veterinary science    March 6, 2019   Volume 77 68-71 doi: 10.1016/j.jevs.2019.02.027
Bonelli F, Rota A, Aurich C, Ille N, Camillo F, Panzani D, Sgorbini M.Salivary cortisol provides information about free plasma cortisol concentration, and salivary sampling is a noninvasive well-tolerated procedure. The aim of this study was to validate a commercial enzyme immunoassay for the determination of salivary cortisol in donkeys. Saliva samples were collected in four donkey stallions on 13 nonconsecutive days at 8:30 AM to avoid circadian variation. Animals were already accustomed to be handled. Saliva was collected using a swab inserted at the angle of the lips, placed onto the tongue for 1 minute and returned into a polypropylene tube. Tubes were cen...
Can the hoof be shod without limiting the heel movement? A comparative study between barefoot, shoeing with conventional shoes and a split-toe shoe.
Veterinary journal (London, England : 1997)    February 1, 2019   Volume 246 7-11 doi: 10.1016/j.tvjl.2019.01.012
Brunsting J, Dumoulin M, Oosterlinck M, Haspeslagh M, Lefère L, Pille F.Conventional shoeing restricts heel movement, which may have a negative effect on the orthopaedic health of the horse. A randomised crossover experimental study using noninvasive techniques was performed to compare the mediolateral heel movement in barefoot horses, horses shod with a conventional toe clipped shoe and with a new type of shoe with a split toe. In eight horses, 16 forelimbs were tested barefoot, shod with a conventional shoe and with the split-toe (ST) shoe, in random order. A displacement sensor was secured on the heels and measurements were collected continuously at a frequency...
Total intravenous anaesthesia with ketamine, medetomidine and guaifenesin compared with ketamine, medetomidine and midazolam in young horses anaesthetised for computerised tomography.
Equine veterinary journal    December 13, 2018   Volume 51, Issue 4 510-516 doi: 10.1111/evj.13045
Pratt S, Cunneen A, Perkins N, Farry T, Kidd L, McEwen M, Rainger J, Truchetti G, Goodwin W.There is no information directly comparing midazolam with guaifenesin when used in combination with an alpha-2 agonist and ketamine to maintain anaesthesia via i.v. infusion in horses. Objective: To compare ketamine-medetomidine-guaifenesin with ketamine-medetomidine-midazolam for total intravenous anaesthesia (TIVA) in young horses anaesthetised for computerised tomography. Methods: Prospective, randomised, blinded, crossover trial. Methods: Fourteen weanlings received medetomidine 7 μg/kg bwt i.v. and anaesthesia was induced with ketamine 2.2 mg/kg bwt i.v. On two separate occasions hors...
MicroRNA fingerprints in serum and whole blood of sarcoid-affected horses as potential non-invasive diagnostic biomarkers.
Veterinary and comparative oncology    November 28, 2018   Volume 17, Issue 1 107-117 doi: 10.1111/vco.12451
Unger L, Gerber V, Pacholewska A, Leeb T, Jagannathan V.Serum and whole blood microRNA (miRNA) fingerprints have been proposed as a new class of non-invasive human cancer biomarkers. In this study, we compared equine sarcoid (ES) disease-specific serum and whole blood miRNA fingerprints and correlated them to miRNA expression in sarcoid tissue. After high throughput sequencing, miRNA differential expression analysis between six ES-affected and five control horses was carried out in serum and whole blood using a DESeq algorithm, accounting for the influence of hemolysis and the white blood cell count. Target gene, pathway prediction and enrichment a...
Transrectal three-dimensional fetal volumetry and crown-rump length measurement during early gestation in mares: Intra- and inter-observer reliability and agreement.
Theriogenology    November 16, 2018   Volume 126 266-271 doi: 10.1016/j.theriogenology.2018.11.012
Becsek A, Tzanidakis N, Blanco M, Bollwein H.The aim of this study was to investigate if transrectal three-dimensional (3D) ultrasound is a reliable technique to measure equine fetal volume (FV) during early gestation in mares. In total 149 warmblood mares were examined once transrectally on days 45 ± 1 of pregnancy with a portable 3D ultrasound device (Voluson i, GE Healthcare, Zipf, Austria). The following measurements were performed: Two-dimensional (2D) and 3D crown-rump length (CRL), FV using Virtual Organ Computer-aided AnaLysis (VOCAL™) software with rotational angles of 6° and 30°. To analyze intra- and inter-observer re...
Bone Marrow Aspiration Does Not Induce a Measurable Pain Response Compared to Sham Procedure.
Frontiers in veterinary science    October 1, 2018   Volume 5 233 doi: 10.3389/fvets.2018.00233
Rowland AL, Navas de Solis C, Lepiz MA, Cummings KJ, Watts AE.Bone marrow is commonly collected from horses for regenerative medicine applications. Little information is available regarding pain experienced by the horse during bone marrow aspiration. The objective of this study was to characterize horse reaction and pain response during bone marrow aspiration (BMA) compared to a sham (SHAM) procedure. We hypothesized there would be significantly greater horse reaction or pain response measured by salivary cortisol, heart rate variability, and depth and duration of sedation between BMA and SHAM. Twelve university owned horses underwent a BMA and sham proc...
Assessment of systolic and diastolic function in clinically healthy horses using ambulatory acoustic cardiography.
Equine veterinary journal    September 21, 2018   Volume 51, Issue 3 391-400 doi: 10.1111/evj.13014
Zuber N, Zuber M, Schwarzwald CC.Assessment of cardiac electromechanical function in horses requires training, experience and specialised equipment and does not allow continuous monitoring over time. Objective: The objective of this study was to establish the use of an acoustic ECG monitor (Audicor ) in healthy horses. It provides noninvasive, examiner-independent, continuous analyses combining ECG and phonocardiography to calculate indices of cardiac mechanical activity and haemodynamics. Device usability was investigated, reference intervals calculated and reproducibility of analyses assessed. Methods: Prospective descripti...
Non-surgical embryo transfer technique and recipient mare pregnancy rate.
The Veterinary record    September 16, 2018   Volume 183, Issue 10 320-322 doi: 10.1136/vr.k3700
Card C.No abstract available
Assessing gastrointestinal motility in healthy horses comparing auscultation, ultrasonography and an acoustic gastrointestinal surveillance biosensor: a randomised, blinded, controlled crossover proof of principle study.
Equine veterinary journal    August 6, 2018   Volume 51, Issue 2 246-251 doi: 10.1111/evj.12990
VanderBroek AR, Reef VB, Aitken MR, Stefanovski D, Southwood LL.Auscultation and ultrasonography are noninvasive techniques used to assess gastrointestinal motility in horses. Recently, noninvasive acoustic gastrointestinal surveillance (AGIS) biosensors evaluating intestinal motility have been validated in humans. Objective: To compare AGIS to auscultation and ultrasonography for detecting decreased motility after xylazine administration. Methods: Randomised, blinded, controlled cross-over proof of principle study. Methods: Six healthy horses were evaluated under fasted and nonfasted conditions and randomly assigned to receive treatment with 0.4 mg/kg xyl...
Synovial Fluid Metabolites Differentiate between Septic and Nonseptic Joint Pathologies.
Journal of proteome research    July 20, 2018   Volume 17, Issue 8 2735-2743 doi: 10.1021/acs.jproteome.8b00190
Anderson JR, Phelan MM, Clegg PD, Peffers MJ, Rubio-Martinez LM.Osteoarthritis (OA), osteochondrosis (OC), and synovial sepsis in horses cause loss of function and pain. Reliable biomarkers are required to achieve accurate and rapid diagnosis, with synovial fluid (SF) holding a unique source of biochemical information. Nuclear magnetic resonance (NMR) spectroscopy allows global metabolite analysis of a small volume of SF, with minimal sample preprocessing using a noninvasive and nondestructive method. Equine SF metabolic profiles from both nonseptic joints (OA and OC) and septic joints were analyzed using 1D H NMR spectroscopy. Univariate and multivariate ...
Electrocardiographic confirmation of a twin pregnancy in a mare at 8 months of gestation.
Journal of veterinary cardiology : the official journal of the European Society of Veterinary Cardiology    June 23, 2018   Volume 20, Issue 4 294-299 doi: 10.1016/j.jvc.2018.05.003
Vera L, Decloedt A, Van Steenkiste G, De Clercq D, Govaere J, van Loon G.A 15-year-old Warmblood mare, at 8 months of gestation, was presented to the Ghent University Faculty of Veterinary Medicine for evaluation of suspected stage one labor. Transrectal ultrasonography revealed no clear signs of placentitis or stage one labor. The combined thickness of uterus and placenta was 11 mm and the cervix was closed. Twin pregnancy was suspected by transabdominal ultrasonography but could not be confirmed with certainty. An electrocardiogram (ECG) was recorded from the mare's abdominal wall to register a fetal ECG. To confirm twin pregnancy, registration of both fetal ECG...
Magnetic Motor Evoked Potential Recording in Horses Using Intramuscular Needle Electrodes and Surface Electrodes.
Journal of equine veterinary science    June 4, 2018   Volume 68 101-107 doi: 10.1016/j.jevs.2018.05.218
Rijckaert J, Pardon B, Van Ham L, van Loon G, Deprez P.To date, motor evoked potential (MEP) recording in animals is often performed using intramuscular monopolar needle electrodes. Their placement and use has several disadvantages. Adhesive surface electrodes appear to be attractive because they are painless and easy to place. Because these are not used in horses, a scouting study is performed to (1) explore the applicability of surface electrodes in horses (2) determine the repeatability of motor latency times (MLTs) and amplitude measurements, and (3) to investigate if MLTs and amplitude values of surface electrode recordings were similar to in...
Effect of two months whole body vibration on hoof growth rate in the horse: A pilot study.
Research in veterinary science    May 16, 2018   Volume 119 37-42 doi: 10.1016/j.rvsc.2018.05.010
Halsberghe BT.Hoof problems are commonly seen in veterinary practice and manipulation of hoof growth rate can be practical and beneficial for that matter. The purpose of this research was to evaluate the effect of whole body vibration (WBV) on hoof growth rate of front feet in the horse. The study was an experimental, single subject, repeated measure design, with all horses serving as control and treatment. Ten horses were subject to WBV, 30 min, twice daily, five days a week, for 60 days in addition to their regular exercise routine. Hoof growth was measured from the reference hairline down to a horizo...
Technical note: Evaluation of a wireless pulse oximeter for measuring arterial oxygen saturation and pulse rate in newborn Holstein Friesian calves.
Journal of dairy science    April 26, 2018   Volume 101, Issue 7 6437-6442 doi: 10.3168/jds.2017-14266
Kanz P, Krieger S, Drillich M, Iwersen M.Pulse oximetry is a well-established technique in human and veterinary medicine. In farm animals, it could also be a useful tool for the detection of critical conditions relating to oxygen supply and the cardiovascular system. Among other uses, an innovative application could be the monitoring of fetuses during birth. This could help in the early identification of critical situations and support farmers and veterinarians in their decision to start obstetric or life-support interventions. Until now, however, its use in ruminant medicine was still limited to experimental applications. The object...
Exploration of the Fecal Microbiota and Biomarker Discovery in Equine Grass Sickness.
Journal of proteome research    February 2, 2018   Volume 17, Issue 3 1120-1128 doi: 10.1021/acs.jproteome.7b00784
Leng J, Proudman C, Darby A, Blow F, Townsend N, Miller A, Swann J.Equine grass sickness (EGS) is a frequently fatal disease of horses, responsible for the death of 1 to 2% of the U.K. horse population annually. The etiology of this disease is currently uncharacterized, although there is evidence it is associated with Clostridium botulinum neurotoxin in the gut. Prevention is currently not possible, and ileal biopsy diagnosis is invasive. The aim of this study was to characterize the fecal microbiota and biofluid metabolic profiles of EGS horses, to further understand the mechanisms underlying this disease, and to identify metabolic biomarkers to aid in diagn...
Comparing dermoscopy and histological examination of normal equine skin.
Veterinary dermatology    November 15, 2017   Volume 29, Issue 2 170-e63 doi: 10.1111/vde.12511
Tomich LM, Pieper JB, Stern AW.Dermoscopy is a noninvasive diagnostic technique that allows visualization of structures of the superficial dermis not visible with the naked eye. Objective: To assess the usefulness and applicability of dermoscopy for evaluation of healthy equine skin. Methods: Twelve healthy horses from a research herd. Methods: Five regions (cheek, lateral neck, dorsum, flank and abdomen) were examined with contact dermoscopy using both nonpolarized and polarized light at both 17-fold and 24-fold magnification. These findings were compared to histological features of skin biopsies cut both longitudinally an...
Measurement of urinary concentrations of the mycotoxins zearalenone and sterigmatocystin as biomarkers of exposure in mares.
Reproduction in domestic animals = Zuchthygiene    September 18, 2017   Volume 53, Issue 1 68-73 doi: 10.1111/rda.13054
Takagi M, Uno S, Kokushi E, Sato F, Wijayagunawardane M, Fink-Gremmels J.Mycotoxins may affect animal health, including reproduction. Little is known about the clinical relevance of exposure of horses to contaminated feed. This study aimed at (i) monitoring the levels of the mycotoxins zearalenone (ZEN), with its metabolites α- and β-zearalenol (α- and β-ZOL), and sterigmatocystin (STC) in urine samples from thoroughbred mares in Japan and (ii) relating these findings to the potential effects on reproductive efficacy of breeding mares. Sixty-three urine samples of breeding mares from 59 breeding farms were used. Urine samples and reproductive records were colle...
Glucocorticoid assessment in the domestic horse: The impacts of time and climatic variables on sample integrity.
Equine veterinary journal    September 13, 2017   Volume 50, Issue 2 270-272 doi: 10.1111/evj.12726
Yarnell K, Walker SL.Assessment of faecal glucocorticoid metabolites (FGM) offers a noninvasive method of monitoring adrenal activity in domestic horses. Samples are collected on an opportunistic basis and, if they are not fresh or have been exposed to the elements before they are identified, may not accurately reflect FGM concentrations. Objective: To explore the impact of a range of environmental conditions upon the integrity of FGM levels in equine faeces. Methods: In vitro experiment. Methods: Equine faeces were exposed to six controlled environmental conditions intended to simulate a range of weather and seas...
Equine behavioral enrichment toys as tools for non-invasive recovery of viral and host DNA.
Zoo biology    September 12, 2017   Volume 36, Issue 5 341-344 doi: 10.1002/zoo.21380
Seeber PA, Soilemetzidou SE, East ML, Walzer C, Greenwood AD.Direct collection of samples from wildlife can be difficult and sometimes impossible. Non-invasive remote sampling for the purpose of DNA extraction is a potential tool for monitoring the presence of wildlife at the individual level, and for identifying the pathogens shed by wildlife. Equine herpesviruses (EHV) are common pathogens of equids that can be fatal if transmitted to other mammals. Transmission usually occurs by nasal aerosol discharge from virus-shedding individuals. The aim of this study was to validate a simple, non-invasive method to track EHV shedding in zebras and to establish ...
Survey of Veterinarians Using a Novel Physical Compression Squeeze Procedure in the Management of Neonatal Maladjustment Syndrome in Foals.
Animals : an open access journal from MDPI    September 5, 2017   Volume 7, Issue 9 69 doi: 10.3390/ani7090069
Aleman M, Weich KM, Madigan JE.Horses are a precocious species that must accomplish several milestones that are critical to survival in the immediate post-birth period for their survival. One essential milestone is the successful transition from the intrauterine unconsciousness to an extrauterine state of consciousness or awareness. This transition involves a complex withdrawal of consciousness inhibitors and an increase in neuroactivating factors that support awareness. This process involves neuroactive hormones as well as inputs related to factors such as cold, visual, olfactory, and auditory stimuli. One factor not previ...
Validation of biplane high-speed fluoroscopy combined with two different noninvasive tracking methodologies for measuring in vivo distal limb kinematics of the horse.
Equine veterinary journal    September 4, 2017   Volume 50, Issue 2 261-269 doi: 10.1111/evj.12717
Geiger SM, Reich E, Böttcher P, Grund S, Hagen J.Biplane high-speed fluoroscopy is a new method for gait analysis of the equine distal extremity. This is the first study validating the noninvasive tracking possibilities (Autoscoping and Scientific Rotoscoping) taking equine anatomy into account. Objective: To determine the resolution with which Autoscoping and Scientific Rotoscoping depict motion of the equine phalanges in comparison to the invasive gold standard marker-based registration. Methods: Comparative ex vivo study. Methods: In 5 distal extremities of slaughtered ponies, 3 or 4 tantalum beads with 1 mm diameter were implanted in e...
Spatially offset Raman spectroscopy for photon migration studies in bones with different mineralization levels.
The Analyst    August 3, 2017   Volume 142, Issue 17 3219-3226 doi: 10.1039/c7an00408g
Sowoidnich K, Churchwell JH, Buckley K, Goodship AE, Parker AW, Matousek P.The ability of Spatially Offset Raman Spectroscopy (SORS) to obtain chemically specific information from below the sample surface makes it a promising technique for non-invasive in vivo diagnosis of bone conditions by sampling bone through the skin. The depth below a surface interrogated by SORS depends on the system's optical properties and is difficult to estimate for complex bone material. This paper uses 830 nm laser excitation to investigate the influence of bone mineralization on photon migration properties in deer antler cortex, equine metacarpal cortex and whale tympanic bulla. Thin sl...
Evaluation of ovarian structures using computerized microtomography.
Anais da Academia Brasileira de Ciencias    June 29, 2017   Volume 89, Issue 3 Suppl 2131-2139 doi: 10.1590/0001-3765201720150864
Paulini F, Chaves SB, Rôlo JLJP, Azevedo RB, Lucci CM.Visualization and clear understanding of the ovarian structures are important in determining the stage of oestrus, helping to diagnose several pathologies and supporting advances in reproductive technologies. In this research, computerized microtomography (microCT) was used to explore and characterize the ovarian structure of seven mammalian species. Ovaries of rats, female dog, queens, cows, mares, sows and a female donkey were used. After microCT scanning, the same samples were prepared for histologic evaluation, used here as a validation criterion. It was possible to distinguish regions of ...
A quantitative swab is a good non-invasive alternative to a quantitative biopsy for quantifying bacterial load in wounds healing by second intention in horses.
Veterinary journal (London, England : 1997)    June 19, 2017   Volume 225 63-68 doi: 10.1016/j.tvjl.2017.06.004
Van Hecke LL, Hermans K, Haspeslagh M, Chiers K, Pint E, Boyen F, Martens AM.The aim of this study was to evaluate different techniques for diagnosing wound infection in wounds healing by second intention in horses and to assess the effect of a vortex and sonication protocol on quantitative bacteriology in specimens with a histologically confirmed biofilm. In 50 wounds healing by second intention, a clinical assessment, a quantitative swab, a semi-quantitative swab, and a swab for cytology were compared to a quantitative tissue biopsy (reference standard). Part of the biopsy specimen was examined histologically for evidence of a biofilm. There was a significant, high c...
Validation of the ultrasonographic assessment of the femoral trochlea epiphyseal cartilage in foals at osteochondrosis predilected sites with magnetic resonance imaging and histology.
Equine veterinary journal    June 19, 2017   Volume 49, Issue 6 821-828 doi: 10.1111/evj.12698
Martel G, Forget C, Gilbert G, Richard H, Moser T, Olive J, Laverty S.Noninvasive imaging tools are needed to screen foal femoropatellar joints to detect subclinical osteochondrosis lesions due to focal failure of endochondral ossification to enhance early management to optimise intrinsic healing events. Recently investigations employing 3T susceptibility-weighted magnetic resonance imaging (3T SWI MRI) and CT have demonstrated their capacity for early osteochondrosis diagnosis, but these technologies are not practical for field screening. We postulate that ultrasonography is a valuable field tool for the detection of subclinical osteochondrosis lesions. Objecti...
An Ambulatory Electroencephalography System for Freely Moving Horses: An Innovating Approach.
Frontiers in veterinary science    May 2, 2017   Volume 4 57 doi: 10.3389/fvets.2017.00057
Cousillas H, Oger M, Rochais C, Pettoello C, Ménoret M, Henry S, Hausberger M.Electroencephalography (EEG) that has been extensively studied in humans presents also a large interest for studies on animal brain processes. However, since the quality of the recordings is altered by muscular activity, most EEG recordings on animals are obtained using invasive methods with deeply implanted electrodes. This requires anesthesia and can thus only be used in laboratory or clinical settings. As EEG is a very useful tool both for detecting brain alterations due to diseases or accidents and to evaluate the arousal and attentional state of the animal, it seemed crucial to develop a ...
Ultrasonographic assessment of the atlanto-occipital space in healthy Thoroughbred foals and Thoroughbred foals with neonatal maladjustment syndrome.
Veterinary journal (London, England : 1997)    May 2, 2017   Volume 223 55-59 doi: 10.1016/j.tvjl.2017.04.002
Mackenzie CJ, Haggett EF, Pinchbeck GL, Marr CM.Ultrasonography of the atlanto-occipital (AO) space may be useful as a non-invasive diagnostic tool in neonatal foals. The aims of the study were establish a range of values for ultrasonographic measurements of the AO space in healthy Thoroughbred foals and to compare these variables in healthy foals with foals diagnosed with neonatal maladjustment syndrome (NMS). Ultrasonography of the AO space was performed on 38 healthy Thoroughbred foals and 28 Thoroughbred foals with NMS≤4days of age. Transverse image spinal cord height (P=0.001), width (P<0.001) and spinal cord cross sectional area ...
Applicability of fetal thoracic aortic diameter measurement in the prediction of birth weight in Holstein-Friesian cows – Short communication.
Acta veterinaria Hungarica    March 1, 2017   Volume 65, Issue 1 60-65 doi: 10.1556/004.2017.006
Vincze B, Gáspárdy A, Kovács L, Albert E, Kézér L, Baska F, Szenci O.Transabdominal ultrasonography has been shown to be a useful and reliable method for assessing fetal well-being in horses and cattle. To test the applicability of fetal aortic diameter measurement in cattle, 44 late-term pregnant cows and heifers were examined 21 to 0 days prior to calving. Mean fetal aortic diameter was 2.07 ± 0.14 cm and mean fetal heart rate (FHR) was 109 ± 17 bpm. Three dead calves were dissected and their aortic diameter was measured in a water bath. The mean birth weight (n = 44) was 39.9 ± 5.8 kg. There was a significant negative correlation between FHR and fetal aor...
Use of fecal glucocorticoid and salivary cortisol concentrations as a measure of well-being of New York City carriage horses.
Journal of the American Veterinary Medical Association    January 25, 2017   Volume 250, Issue 3 316-321 doi: 10.2460/javma.250.3.316
Mercer-Bowyer S, Kersey DC, Bertone JJ.OBJECTIVE To use noninvasive approaches to assess stress in New York City (NYC) carriage horses during the course of their daily routine to determine whether use of these horses affected their well-being. DESIGN Prospective case control study. ANIMALS 13 (5 mares and 8 geldings) stabled working NYC carriage horses and 5 pastured (nonworking) NYC carriage horses (1 mare and 4 geldings). PROCEDURES Samples for determination of fecal glucocorticoid and salivary cortisol concentrations were collected on 3 successive days from 10, 8, and 9 working carriage horses during rest (time 1), preparation f...
Influence of horse breed on transepidermal water loss.
Polish journal of veterinary sciences    January 17, 2017   Volume 19, Issue 4 859-864 doi: 10.1515/pjvs-2016-0107
Szczepanik MP, Wilkołek PM, Adamek ŁR, Pluta M, Gołyński M, Sitkowski W, Kalisz G, Taszkun I, Pomorski ZJ.Non-invasive methods of skin condition assessment include, among others, the evaluation of transepidermal water loss (TEWL). The aim of the study was to examine whether TEWL values depend on horse breed. The study was conducted on four breeds: "Felin" ponies (FP) (n=16), Polish koniks (PK) (n=15), Polish cold-blooded horses (PcbH) (n=11) and Wielkopolska horses (WH) (n=12). It was found that horse breed influences TEWL values. In the neck region, statistically significant differences were found between PK and FP (p=0.006), and PK and WH (p=0.0005). In the lumbar region, there were statisticall...
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