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1.
Eye (Lond) ; 24(1): 14-20, 2010 Jan.
Article in English | MEDLINE | ID: mdl-19343053

ABSTRACT

PURPOSE: To assess the long-term visual outcomes and refractive status in patients with diode laser-treated threshold retinopathy of prematurity (ROP), and to investigate the causes of impaired visual function. METHOD: A total of 60 eyes of 30 consecutive patients with diode laser-treated threshold ROP were recalled for assessment at the age of 7 years or more. RESULTS: There were 38 eyes (65.5%) achieving 6/12 or better vision, however, an unfavourable visual outcome (6/60 or worse) occurred in four eyes (6.9%). One eye (1.7%) had unfavourable structural outcome. Of these 60 laser-treated eyes, 46 eyes (77.0%) were myopic, the overall mean spherical equivalent was -3.87 D. Anisometropia (>or=1.5 D) was also noted in 14 patients (46.7%). Strabismus was present in nine patients (30.0%). Perinatal neurological events of intraventricular haemorrhage (IVH) were identified in eight children (26.7%), periventricular leucomalacia (PVL) in eight children (26.7%), and cerebral palsy (CP) in four children (13.3%). There was a statistically significant association of the presence of strabismus with PVL (P=0.002). The presence of anisometropia was a significant risk factor associated with poor visual outcome of 6/15 or worse in laser-treated ROP (P=0.002). CONCLUSION: The majority of patients with diode laser-treated threshold ROP had favourable anatomical and visual outcomes. However, anisometropia, advanced refractive error, strabismus, and perinatal neurological events remain important causes of impaired visual function. Long-term follow-up is very important for early detection and timely treatment of these ocular morbidities.


Subject(s)
Laser Coagulation/methods , Lasers, Semiconductor/therapeutic use , Refraction, Ocular/physiology , Retinopathy of Prematurity/physiopathology , Retinopathy of Prematurity/surgery , Child , Female , Follow-Up Studies , Gestational Age , Humans , Infant, Newborn , Male , Risk Factors , Treatment Outcome , Visual Acuity/physiology
2.
Hum Exp Toxicol ; 27(4): 327-39, 2008 Apr.
Article in English | MEDLINE | ID: mdl-18684804

ABSTRACT

Siderosis bulbi is vision threatening. An investigation into its mechanisms and management is crucial. Experimental siderosis was established by intravitreous administration of an iron particle (chronic) or FeSO(4) (acute). After siderosis, there was a significant dose-responsive reduction in eletroretinogram (a/b-wave) amplitude, and an increase in OH level, greater when caused by 24 mM FeSO(4) than that by 8 mM FeSO(4). Furthermore, the FeSO(4)-induced oxidative stress was significantly blunted by 100 microM ferulic acid (FA). Siderosis also resulted in an excessive glutamate release, increased [Ca(++)](i), and enhanced superoxide dismutase immunoreactivity. The latter finding was consistent with the Western blot result. Obvious disorganization including loss of photoreceptor outer segments and cholinergic amacrines together with a wide-spreading ferric distribution across the retina was present, which were related to the eletro-retinographic and pathologic dysfunctions. Furthermore, b-wave reduction and amacrine damage were respectively, significantly, dose-dependently, and clearly ameliorated by FA. Thus, siderosis stimulates oxidative stress, and possibly, subsequent excitotoxicity, and calcium influx, which explains why the retina is impaired electro-physiologically and pathologically. Importantly, FA protects iron toxicity perhaps by acting as a free radical scavenger. This provides an approach to the study and treatment of the iron-related disorders such as retained intraocular iron and Alzheimer disease.


Subject(s)
Coumaric Acids/therapeutic use , Ferrous Compounds/toxicity , Iron/toxicity , Retina/drug effects , Retinal Diseases/prevention & control , Siderosis/drug therapy , Acute Disease , Animals , Calcium/metabolism , Cell Survival/drug effects , Chronic Disease , Disease Models, Animal , Dose-Response Relationship, Drug , Drug Antagonism , Electroretinography/drug effects , Ferrous Compounds/analysis , Ferrous Compounds/metabolism , Glutamates/metabolism , Hydroxyl Radical/metabolism , Hydroxyl Radical/toxicity , Injections , Iron/analysis , Iron/metabolism , Oxidative Stress/drug effects , Rats , Rats, Wistar , Retina/metabolism , Retina/physiopathology , Retinal Diseases/chemically induced , Retinal Diseases/physiopathology , Siderosis/etiology , Siderosis/pathology , Superoxide Dismutase/metabolism , Vitreous Body/chemistry , Vitreous Body/drug effects , Vitreous Body/metabolism
6.
Eye (Lond) ; 18(6): 595-9, 2004 Jun.
Article in English | MEDLINE | ID: mdl-15184925

ABSTRACT

PURPOSE: A previous study has shown that the pulsatile ocular blood flow (POBF) in eyes with asymmetric age-related macular degeneration (AMD) differs. Whereas eyes with drusen have higher POBF than contralateral eyes with disciform scarring, the POBF of eyes with drusen is lower relative to contralateral eyes with choroidal neovascularization (CNV). This study was designed to assess whether the POBF of eyes with CNV changes after transpupillary thermotherapy (TTT), using the contralateral eyes with drusen or scarring without TTT as controls. METHODS: In total, 26 patients with CNV in one eye and drusen or scarring in the other were enrolled in this prospective case series. Eyes with CNV were treated with TTT. POBF was measured monthly in both eyes of each subject. RESULTS: Before TTT, the POBF of eyes with CNV was 1179+/-317 microl/min. After TTT, the POBF of CNV eyes had decreased at 1 month (1015+/-273 microl/min, P=0.002) and 2 months (945+/-398 microl/min, P=0.011) of follow-up, but had rebounded at 3 months (P=0.441) and 6 months (P=0.084). CONCLUSIONS: These findings suggest that TTT decreases the pulsatile choroidal blood flow in eyes with CNV in patients with asymmetric AMD and the effects persist for 2 months. POBF may be used as a modality to monitor the therapeutic effects of CNV in asymmetric exudative AMD.


Subject(s)
Choroidal Neovascularization/physiopathology , Eye/blood supply , Hyperthermia, Induced , Macular Degeneration/therapy , Aged , Blood Pressure , Female , Humans , Macular Degeneration/physiopathology , Male , Manometry , Prospective Studies , Pulsatile Flow , Retinal Drusen/physiopathology
8.
Br J Ophthalmol ; 85(12): 1411-5, 2001 Dec.
Article in English | MEDLINE | ID: mdl-11734510

ABSTRACT

BACKGROUND/AIMS: Decreased perfusion or increased vascular resistance of the choroidal vessels had been proposed as the vascular pathogenesis for age related macular degeneration (AMD). This study planned to answer the question whether pulsatile ocular blood flow (POBF) was different in patients with asymmetric exudative AMD between eyes with drusen, choroidal neovascularisation (CNV), or disciform scar. METHODS: 37 patients with asymmetric exudative AMD were enrolled in this observational case series study. POBF were measured in both eyes of each subject. Eyes with high myopia, anisometropia, recent laser treatment, and glaucoma were excluded. RESULTS: After adjusting for ocular perfusion pressure, intraocular pressure, and pulse rate, multivariate regression analysis with generalised estimating equation showed POBF was significantly higher in eyes with CNV (1217 (SD 476) microl/min) than the contralateral eyes with drusen (1028 (385) microl/min) (p = 0.024). Eyes with disciform scar had lower POBF than the contralateral eyes with drusen (999 (262) microl/min and 1278 (341) microl/min, respectively, p<0.001). There was no significant correlation between the POBF and the lesion size of the CNV. CONCLUSION: The POBF in eyes with drusen was lower than their fellow eyes with CNV, but higher than their fellow eyes with disciform scar. This finding suggests that haemodynamic differences between fellow eyes in individuals are relevant to the development of CNV and the formation of disciform scar. Further studies on the follow up patients might shed light on the pathogenesis of exudative AMD.


Subject(s)
Eye/blood supply , Macular Degeneration/physiopathology , Pulsatile Flow , Aged , Choroidal Neovascularization/physiopathology , Female , Humans , Intraocular Pressure , Logistic Models , Male , Middle Aged , Retinal Drusen/physiopathology , Tonometry, Ocular/methods
9.
Eur J Appl Physiol ; 84(1-2): 36-41, 2001.
Article in English | MEDLINE | ID: mdl-11394251

ABSTRACT

The effects of different knee joint angles and fatigue on the neuromuscular control of the vastus medialis oblique (VMO) and vastus lateralis (VL) muscles were investigated in 17 (11 men, 6 women) young subjects. The electromyogram (EMG) activities and the force generation capacities were monitored before and after a fatigue protocol at three different knee joint angles, 90 degrees, 150 degrees, 175 degrees of knee extension, on three occasions. In response to randomly triggered light signals, the subjects performed three isometric maximal voluntary contraction (IMVC) that lasted for 4 to 8 s. This was then followed by the fatigue protocol which consisted of six bursts of contractions fixed at 30 s on and 10 s off. Immediately after the exercise to fatigue, the subjects performed another three IMVC in response to the light signals. Repeated measures ANOVA were performed to examine the effects of fatigue at these three positions on the electromechanical delay (EMD), median frequency (fmed), peak force (Fpeak) and root mean square (rms)-EMG:Fpeak quotient of VMO and VL. The results revealed a significant effect of the three knee joint angles on the EMD before the fatigue (P < 0.05). The fatigue protocol induced a significant decrease in Fpeak at all the three positions (P < 0.01). However, the fatigue induced a significant decrease of fmed at only 90 degrees and 150 degrees of knee extension (P < 0.01). This occurred in parallel with the lengthening of EMD at these two joint angles (P < 0.01 and P < 0.05). The effects of fatigue on the fmed and EMD were not significant between VMO and VL at all three angles. The insignificant difference in fmed and EMD between VMO and VL at the three knee positions before and after fatigue indicated that no preferential onset activation between VMO and VL had occurred.


Subject(s)
Knee Joint/physiology , Muscle Fatigue/physiology , Muscle, Skeletal/physiology , Adult , Electromyography , Female , Humans , Male , Muscle, Skeletal/innervation , Posture/physiology
10.
Acta Ophthalmol Scand ; 79(3): 266-70, 2001 Jun.
Article in English | MEDLINE | ID: mdl-11401636

ABSTRACT

PURPOSE: To assess patients with diabetic macular edema quantitatively using optical coherence tomography (OCT). METHODS: OCT was performed in 14 eyes with diabetic retinopathy and ophthalmoscopic evidence of clinically significant macular edema (CSME) and in 19 diabetic eyes without CSME. Retinal thickness was computed from the tomograms at fovea and other 36 locations throughout the macula. RESULTS: The mean +/- standard deviation foveal thickness was 255.6 +/- 138.9 microm in eyes with CSME, and 174.6 +/- 38.2 microm in eyes without CSME (p = 0.051). Within 2000 microm of the center of the macula, eyes with CSME had significantly thicker retina in the inferior quadrant than those without CSME (p < 0.01). The foveal thickness was correlated with logMAR visual acuity (gamma = 0.68, p < 0.01). OCT identified sponge-like retinal swelling and/or cystoid macular edema in 11 (58%) eyes without CSME, and in 12 (86%) eyes with CSME. CONCLUSIONS: Criteria of CSME seem to be insufficient in really identifying macular edema. OCT may be more sensitive than a clinical examination in assessing diabetic macular edema and is a quantitative tool for documenting changes in macular thickening.


Subject(s)
Diabetic Retinopathy/diagnosis , Diagnostic Techniques, Ophthalmological , Macular Edema/diagnosis , Retina/pathology , Diabetic Retinopathy/complications , Female , Humans , Interferometry , Light , Macular Edema/complications , Male , Middle Aged , Ophthalmoscopy , Sensitivity and Specificity , Tomography/methods , Visual Acuity
12.
Ophthalmic Epidemiol ; 8(5): 339-50, 2001 Dec.
Article in English | MEDLINE | ID: mdl-11922386

ABSTRACT

PURPOSE: We sought to estimate the prevalence of visual impairment among an elderly population in urban Taiwan, determine the causes of visual impairment, and gain information about certain socioeconomic factors associated with visual impairment. METHODS: A population-based survey of ocular diseases in residents aged 50 years or older was conducted in Peitou Precinct, Taipei, Taiwan. All participants underwent a comprehensive ophthalmic examination, including visual acuity measurement, using standardized protocols. Demographic data, marital status, employment status, and educational level were gathered through an interview. RESULTS: A total of 2034 participants completed the visual acuity measurements. The prevalence of visual impairment (defined as best-corrected visual acuity in the better eye <6/18) among this population was 2.75% (95% confidence intervals: 2.04%-3.46%). Three major causes of visual impairment were cataract (30.4%), high myopic macular degeneration (25.0%), and age-related macular degeneration (14.3%). In multivariate analysis, age was positively correlated with visual impairment (P < 0.001), and higher education level was associated with a significant decrease in the odds of being visually impaired (P < 0.001). No relation was found between visual impairment and sex, or marital and employment status. CONCLUSIONS This study provides the first information about the prevalence and causes of visual impairment in Taiwan, and identifies age and educational level as the most important factors related to visual impairment. Additional educational programs should be developed to improve individual awareness of age-related ocular diseases and the availability of current ophthalmic intervention.


Subject(s)
Vision Disorders/epidemiology , Age Distribution , Aged , Aged, 80 and over , Educational Status , Female , Humans , Male , Middle Aged , Prevalence , Socioeconomic Factors , Taiwan/epidemiology , Urban Population/statistics & numerical data , Vision Disorders/etiology , Visual Acuity
13.
Zhonghua Yi Xue Za Zhi (Taipei) ; 64(12): 706-12, 2001 Dec.
Article in English | MEDLINE | ID: mdl-11922490

ABSTRACT

BACKGROUND: The sequela of retinopathy of prematurity (ROP) is an important cause of infant blindness. This study was designed to screen the high-risk premature infants and investigate the incidence and risk factors associated with the development of ROP. METHODS: From October 1997 to October 1998, all premature infants with birth body weight (BBW) less than 2000 gm or gestational age (GA) less than 36 weeks were enrolled and underwent ophthalmologic examination at 4 to 6 weeks of age at Taipei Veterans General Hospital. The perinatal variables were analyzed to evaluate their correlation with the development of ROP. RESULTS: In totally 108 premature infants, the incidence for development of ROP was 25% (27 in 108 patients). The threshold ROP occurred in 15 eyes (7%). The average BBW and GA (1267+/-341 gm and 29.7+/-2.7 weeks) were significantly lower in ROP group than in the non-ROP group (1703+/-368 gm and 32.3+/-2.2 weeks). The artificial ventilation for more than 5 days, chronic lung disease and periventricular leukomalacia were significant risk factors associated with highest rate of ROP. The respiratory distress syndrome, intraventricular hemorrhage, congenital heart disease and sepsis were significant risk factors accompanied by moderate rate of ROP. CONCLUSION: Low birth body weight and young gestational age are the most important risk factors in the development of ROP. The analysis of risk factors will be helpful in understanding and prediction of ROP formation in high-risk neonates. The timely clinical screening retina examination of high-risk premature infants is important to prevent the development of advanced ROP.


Subject(s)
Retinopathy of Prematurity/diagnosis , Female , Humans , Incidence , Infant, Newborn , Male , Neonatal Screening , Retinopathy of Prematurity/epidemiology , Retinopathy of Prematurity/etiology , Risk Factors , Taiwan/epidemiology
14.
Zhonghua Yi Xue Za Zhi (Taipei) ; 63(10): 770-3, 2000 Oct.
Article in English | MEDLINE | ID: mdl-11076435

ABSTRACT

A healthy 76-year-old woman complained of redness and a painful sensation in her right eye after cataract surgery 5 months previously. The eye was treated with topical corticosteroid and ciprofloxacin, and a soft exudative mass on the nasal lower iris was noted later. Fungal endophthalmitis was suspected and a repeat aqueous culture grew Penicillium spp. After treatment with topical natamycin and an intracameral injection of amphotericin B, the endophthalmitis was cured. We describe the disease course and management and discuss topical corticosteroids as a possible risk factor for increasing the dissemination of Penicillium infection. This was a unique case of successful therapy resulting in the cure of Penicillium endophthalmitis in an immunocompetent patient.


Subject(s)
Endophthalmitis/etiology , Eye Infections, Fungal/etiology , Penicillium/isolation & purification , Pseudophakia/complications , Aged , Female , Humans
15.
Zhonghua Yi Xue Za Zhi (Taipei) ; 63(8): 641-8, 2000 Aug.
Article in English | MEDLINE | ID: mdl-10969451

ABSTRACT

BACKGROUND: Age-related cataracts are the main cause of blindness throughout the world. Nonetheless, population-based data on the epidemiology of age-related cataracts among Taiwanese populations are not readily available. This study was conducted to estimate the prevalence of age-related cataracts and to determine the relationships of age, gender, blood pressure, diabetes and smoking to the risks of age-related cataracts in an urban Taiwanese population. METHODS: The study was part of a population-based survey of eye diseases among residents aged 50 years or older in Peitou Precinct, Taipei, Taiwan. Of the 2,700 eligible persons, 2,038 (75.5%) underwent a standard evaluation protocol including dilated slit-lamp examination, a questionnaire of medical and ophthalmic histories and blood pressure measurement. RESULTS: Among the participants, 1,040 were diagnosed with age-related cataracts. The prevalence was 51.0% (95% confidence interval, 48.9%-53.2%). Nuclear opacity was the most prevalent type (718/1,040; 35.2%) of cataracts, followed by posterior subcapsular opacity (311/1,040; 15.3%) and cortical opacity (163/1,040; 7.8%). An increased risk of age-related cataracts was associated with female gender (p = 0.002). When a single type of lens opacity was considered, diabetes was significantly associated with a posterior subcapsular cataract (p = 0.022). Overall, older women with diabetes and relatively lower diastolic blood pressure were more likely to have age-related cataracts. CONCLUSIONS: The study provided the first prevalence data on age-related cataracts in an urban Taiwanese population and highlighted the relationships of age, gender, blood pressure and diabetes to the frequency and type of age-related cataracts. The results can assist in the design and implementation of intervention programs to reduce the prevalence of age-related cataracts.


Subject(s)
Cataract/epidemiology , Age Factors , Aged , Aged, 80 and over , Blood Pressure , Cataract/etiology , Female , Humans , Male , Middle Aged , Prevalence , Risk Factors , Sex Factors , Smoking/adverse effects , Taiwan/epidemiology
16.
Zhonghua Yi Xue Za Zhi (Taipei) ; 62(9): 605-13, 1999 Sep.
Article in English | MEDLINE | ID: mdl-10502851

ABSTRACT

BACKGROUND: Fluorescein angiography has not been particularly useful in studying the choroidal vasculature because of limited fluorescence transmission through the retinal pigment epithelium (RPE). Indocyanine green (ICG), a dye that absorbs and fluoresces in the near-infrared range and does not leak extensively through the choriocapillaries, because of its highly protein-bound nature, allows improved imaging of the choroid compared with fluorescein angiography. This study was performed to evaluate changes in the choroidal circulation in the eyes of patients with central serous chorioretinopathy (CSCR) using ICG angiography. METHODS: We prospectively performed ICG angiography and fluorescein angiography in 41 eyes with classic or chronic CSCR (diffuse retinal pigment epitheliopathy) to investigate the choroidal abnormalities. RESULTS: The ICG angiographic studies revealed choroidal staining in all eyes of the two forms of CSCR. Classic CSCR (35 eyes), when compared with the chronic form (6 eyes), were associated with more RPE leakage (89% vs 33%; p = 0.008), more prominent ischemic lobules (69% vs 0; p = 0.003), and less late phase hypofluorescent spots (46% vs 100%; p = 0.02). CONCLUSIONS: Choroidal hyperpermeability may be a causative factor of acute or chronic CSCR and may help in the diagnosis of atypical cases of CSCR. The differences in the results between these two types of CSCR using ICG angiography, allowed for a better understanding of the choroidal hemodynamic change than fluorescein angiography.


Subject(s)
Choroid/metabolism , Indocyanine Green , Macula Lutea , Retinal Detachment/diagnosis , Adult , Aged , Angiography , Female , Fluorescein Angiography , Humans , Male , Middle Aged , Permeability , Prospective Studies
17.
Zhonghua Yi Xue Za Zhi (Taipei) ; 62(5): 268-77, 1999 May.
Article in English | MEDLINE | ID: mdl-10389281

ABSTRACT

BACKGROUND: Age-related macular degeneration (ARMD) is the most prevalent cause of blindness in the elderly population. This study retrospectively evaluated the natural course of submacular hemorrhage related to ARMD. METHODS: We reviewed the records of patients with submacular hemorrhage and foveal avascular zone involvement at the Veterans General Hospital-Taipei from 1981 to 1996. Data were collected from color fundus pictures, fluorescence angiographic films and visual acuity changes. RESULTS: Data from a total of 86 eyes with age-related macular degeneration (ARMD) and 37 non-ARMD eyes were collected. Analysis of data from the ARMD group revealed 10.5% visual acuity improvement six months after presentation and a final mean acuity of 0.069. Analysis of data from the non-ARMD group revealed 29.7% visual acuity improvement and a final mean acuity of 0.388. CONCLUSIONS: In this study, patients with submacular hemorrhage had spontaneous visual improvement even without surgery, especially those without subretinal neovascularization.


Subject(s)
Macular Degeneration/physiopathology , Retinal Hemorrhage/physiopathology , Aged , Aged, 80 and over , Female , Humans , Macular Degeneration/pathology , Male , Middle Aged , Retinal Hemorrhage/pathology , Retrospective Studies , Visual Acuity
18.
Zhonghua Yi Xue Za Zhi (Taipei) ; 62(12): 886-90, 1999 Dec.
Article in English | MEDLINE | ID: mdl-10634003

ABSTRACT

Sun-gazing is the main cause of solar retinopathy. A 20-year-old inebriated man lying in a park gazed at the sun for approximately three hours at noon. Forty-eight hours after sun-gazing, the patient experienced the symptoms of blurred vision, erythropsia, and central scotoma in the left eye. Visual acuity decreased from 6/6 to 6/60 in the left eye and fundi examinations showed a round, yellowish-white discoid lesion on the left fovea and a smaller one on the right fovea. Fluorescein angiography showed early dye leakage in the fovea of the left eye, that increased gradually in size and became fuzzy at the foveal border in the late phase. A small, central scotoma of the left eye was also found in the visual field test. One month later, the lesion in the fovea of the left eye became smaller and was surrounded by a coarse pigmented halo. Fluorescein angiography showed a window defect in the retinal pigment epithelium. Visual field testing disclosed that the central scotoma persisted, but became smaller. Six months after sun-gazing, a lamellar hole in the fovea of the left eye was detected by optical coherence tomography. The visual acuity was 6/6 in the right eye and 6/60 in the left eye, and was unchanged at the end of the six-month follow-up period.


Subject(s)
Retinal Diseases/etiology , Sunlight/adverse effects , Adult , Fluorescein Angiography , Humans , Male
19.
Int J Syst Bacteriol ; 48 Pt 4: 1463-6, 1998 Oct.
Article in English | MEDLINE | ID: mdl-9828450

ABSTRACT

Some Candida species which were similar to each other in phenotypic characteristics were studied by chemotaxonomic and molecular taxonomic comparison including the ubiquinone systems, electrophoretic karyotypes, DNA base composition and DNA relatedness. Candida viswanathii and Candida lodderae showed similar electrophoretic karyotypes and DNA base composition and demonstrated 89 to 91% DNA relatedness, confirming their synonymy.


Subject(s)
Candida/classification , Candida/genetics , Candidiasis/microbiology , Base Composition , Candida/growth & development , Candida/isolation & purification , Cerebrospinal Fluid/microbiology , DNA, Fungal/chemistry , Electrophoresis, Gel, Pulsed-Field , Food Microbiology , Humans , Karyotyping , Nucleic Acid Hybridization , Phenotype , Sputum/microbiology , Ubiquinone/analysis
20.
Int J Syst Bacteriol ; 46(1): 352-5, 1996 Jan.
Article in English | MEDLINE | ID: mdl-8573521

ABSTRACT

Molecular and chemical taxonomic characteristics, including DNA base composition, electrophoretic karyotype, restriction fragment length polymorphism of genes coding for rRNA, cellular fatty acid composition, and ubiquinone systems, were studied for 19 strains of Candida boidinii Ramirez. Electrophoretic karyotype and restriction fragment length polymorphism demonstrated marked differences among these strains. A combination of molecular and chemical analyses can serve as a reliable tool for culture authentication and quality control of industrial strains.


Subject(s)
Candida/classification , Base Composition , Base Sequence , Candida/chemistry , Candida/genetics , DNA, Fungal/genetics , DNA, Ribosomal/analysis , Electrophoresis, Gel, Pulsed-Field , Fatty Acids/analysis , Karyotyping , Molecular Sequence Data , Phenotype , Polymerase Chain Reaction
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