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1.
Rheumatol Ther ; 11(2): 411-423, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38372857

ABSTRACT

INTRODUCTION: Major salivary gland ultrasonography (SGUS) demonstrated its good metric properties as an outcome measure for diagnosing primary Sjögren's disease (SD). The objective was to assess SGUS reliability among sonographers with different levels of experience, using web training. METHODS: Sonographers from expert centers participated in the reliability exercise. Before exercises, training was done by videoconferencing. Reliability of the two most experienced sonographers (MES) was assessed and then compared to other sonographers. Intra-reader and inter-reader reliability of SGUS items were assessed by computing Cohen's κ coefficients. RESULTS: All sets were read twice by all 14 sonographers within a 4-month interval. Intra-reader reliability of MES was almost perfect for homogeneity, substantial for Outcome Measures in Rheumatology (OMERACT) scoring system (OMERACTss). Among LES (less experienced sonographers), reliability was moderate to almost perfect for homogeneity, fair to moderate for OMERACTss, and fair to almost perfect for binary OMERACTss. Inter-reader reliability between MES was almost perfect for homogeneity, substantial for diagnosis, moderate for OMERACTss, and substantial for binary OMERACTss. Compared to MES, reliabilities of LES were moderate to almost perfect for both homogeneity and diagnosis, only fair to moderate for OMERACTss, but increased in binary OMERACTss. CONCLUSIONS: Videoconferencing training sessions in an international reliability exercise could be an excellent tool to train experienced and less-experienced sonographers. SGUS homogeneity items is useful to distinguish normal from abnormal salivary glands parenchyma independently of diagnosis. Structural damage evaluations by OMERACT scoring system is a new comprehensive score to diagnose patients with SD and could be easily used by sonographers in a binary method.


The goal of this project was to evaluate the reliability of salivary gland ultrasonography in patients with Sjögren's disease using online training in an international study. Currently, salivary gland ultrasonography is routinely used only by European expert sonographers but few studies have studied intra-reader and inter-reader reliability, among less experienced international sonographers. Many salivary gland ultrasonography scoring systems are used today, but it is difficult to know how to put them into practice. Online training on an international level allows a significant number of practitioners to use the different scoring systems including the latest OMERACT (Outcome Measures in Rheumatology) score, which is simple and comprehensive. There were two phases to this project: A first step consisted in a training session by videoconferencing to all sonographers, the second step was an inter and intra-reader reliability exercises. The results of our study showed satisfactory results, especially for parenchyma homogeneity. Regarding the comprehensive OMERACT score, the results are quite disparate, notably for less experienced sonographers and could be explained by this new comprehensive scoring system. However, when binary OMERACT score (minor damage versus major damage of salivary gland parenchyma (OMERACT score 0­1 vs. 2­3) was employed, reliability increased and can be very useful for novice sonographers in routine practice because it does not require scoring of all the pathological features in Sjögren's disease. This study highlights the need to train non-experts interested in this field and demonstrates the potential for beginners to quickly become experts.

2.
Comput Biol Med ; 129: 104154, 2021 02.
Article in English | MEDLINE | ID: mdl-33260099

ABSTRACT

Salivary gland ultrasonography (SGUS) has proven to be a promising tool for diagnosing various diseases manifesting with abnormalities in salivary glands (SGs), including primary Sjögren's syndrome (pSS). At present, the major obstacle for establishing SUGS as a standardized tool for pSS diagnosis is its low inter/intra observer reliability. The aim of this study was to address this problem by proposing a robust deep learning-based solution for the automated segmentation of SGUS images. For these purposes, four architectures were considered: a fully convolutional neural network, fully convolutional "DenseNets" (FCN-DenseNet) network, U-Net, and LinkNet. During the course of the study, the growing HarmonicSS cohort included 1184 annotated SGUS images. Accordingly, the algorithms were trained using a transfer learning approach. With regard to the intersection-over-union (IoU), the top-performing FCN-DenseNet (IoU = 0.85) network showed a considerable margin above the inter-observer agreement (IoU = 0.76) and slightly above the intra-observer agreement (IoU = 0.84) between clinical experts. Considering its accuracy and speed (24.5 frames per second), it was concluded that the FCN-DenseNet could have wider applications in clinical practice. Further work on the topic will consider the integration of methods for pSS scoring, with the end goal of establishing SGUS as an effective noninvasive pSS diagnostic tool. To aid this progress, we created inference (frozen models) files for the developed models, and made them publicly available.


Subject(s)
Deep Learning , Sjogren's Syndrome , Humans , Reproducibility of Results , Salivary Glands/diagnostic imaging , Sjogren's Syndrome/diagnostic imaging , Ultrasonography
3.
Front Med (Lausanne) ; 7: 581248, 2020.
Article in English | MEDLINE | ID: mdl-33330537

ABSTRACT

Objectives: Salivary gland ultrasonography (SGUS) is increasingly applied for the management of primary Sjögren's syndrome (pSS). This study aims to: (i) compare the reliability between two SGUS scores; (ii) test the reliability among sonographers with different levels of experience. Methods: In the reliability exercise, two four-grade semi-quantitative SGUS scoring systems, namely De Vita et al. and OMERACT, were tested. The sonographers involved in work-package 7 of the HarmonicSS project from nine countries in Europe were invited to participate. Different levels of sonographers were identified on the basis of their SGUS experience and of the knowledge of the tested scores. A dedicated atlas was used as support for SGUS scoring. Results: Twenty sonographers participated in the two rounds of the reliability exercise. The intra-rater reliability for both scores was almost perfect, with a Light's kappa of 0.86 for the De Vita et al. score and 0.87 for the OMERACT score. The inter-rater reliability for the De Vita et al. and the OMERACT score was substantial with Light's Kappa of 0.75 and 0.77, respectively. Furthermore, no significant difference was noticed among sonographers with different levels of experience. Conclusion: The two tested SGUS scores are reliable for the evaluation of major salivary glands in pSS, and even less-expert sonographers could be reliable if adequately instructed.

4.
BMC Oral Health ; 20(1): 187, 2020 07 03.
Article in English | MEDLINE | ID: mdl-32620111

ABSTRACT

BACKGROUND: The aim of this study was to evaluate chemosensory function and oral disorders in patients with primary Sjögren's syndrome (pSS) and to compare these findings with those of age- and gender-matched healthy controls. METHODS: This comparative cross-sectional study included 58 patients with primary Sjögren's syndrome (pSS) and 55 age- and gender-matched healthy controls. Olfactory and gustatory function, burning sensations in the tongue (BST) and halitosis were assessed. Oral health-related quality of life (OHRQoL) was evaluated using the short-form Oral Health Impact Profile (OHIP-14). RESULTS: Patients with pSS had significantly lower self-reported visual analogue scale (VAS) smell score (8.6 ± 2.2 vs. 9.6 ± 0.7, p = 0.016) and VAS taste score (8.5 ± 2.1 vs. 9.5 ± 0.7, p = 0.014) than healthy controls. A greater proportion of patients with pSS had anosmia (3.8% vs. 0.0%) or hyposmia (36.5% vs. 13.2%) and ageusia for basic tastes: sweetness (34.0% vs. 7.5%), sourness (10.6% vs. 0.0), saltiness (10.0% vs. 5.7%) or bitterness (19.1% vs. 1.9%) as evaluated using Sniffin Sticks test and taste stripts, respectively. A higher proportion of pSS patients complained of dysgeusia (52.6% vs. 9.4%, p < 0.0001) and BST (45.6% vs. 0.0%, p < 0.0001), while similar number of patients with pSS and controls reported halitosis (31.6% vs. 28.3%, p = 0.434). The mean OHIP-14 score was significantly higher in patients with pSS (6.8 ± 7.0 vs. 2.3 ± 8.5, p < 0.001) indicating patients' poorer OHRQoL compared with controls. CONCLUSIONS: The majority of patients with pSS had impaired chemosensory function and indicators of oral health in comparison with the age- and gender-matched healthy controls. Further studies of oral hygiene habits and dietary intake of these patients are needed to ensure better management of oral health problems in patients with pSS.


Subject(s)
Ageusia/etiology , Olfaction Disorders/etiology , Oral Health , Quality of Life/psychology , Saliva/metabolism , Sjogren's Syndrome/complications , Adult , Ageusia/diagnosis , Case-Control Studies , Cross-Sectional Studies , Dysgeusia/diagnosis , Dysgeusia/etiology , Female , Humans , Male , Middle Aged , Olfaction Disorders/diagnosis , Oral Hygiene , Sjogren's Syndrome/psychology
5.
Pharmacogenomics J ; 20(6): 784-791, 2020 12.
Article in English | MEDLINE | ID: mdl-32448869

ABSTRACT

Adenosine receptors ADORA2A and ADORA3 are part of the adenosine-mediated antiinflammatory pathway and are overexpressed in patients with Rheumatoid arthritis (RA). Methotrexate (MTX) antiinflammatory effects are partially mediated via increased release of adenosine into extracellular space. Polymorphisms in ADORA2A and ADORA3 genes may have an impact on the efficacy and toxicity of MTX in RA patients. The study included 127 RA patients. Treatment efficacy was estimated using the changes in Disease activity score (DAS28) after 6 months of MTX monotherapy, according to EULAR response criteria. Patients with good and moderate response were classified as "responders", and with a poor response as "nonresponders". Adverse effects were collected during the follow-up period. Genotyping for polymorphisms within ADORA2A gene (rs2298383, rs2236624, rs5751876, rs17004921) and ADORA3 gene (rs2298191, rs1544223, rs3393) was performed using the KASPar assays. Among patients 112 (88.19%) were responders (18.8% good, 81.2% moderate). We observed no association between analyzed genotypes or alleles and MTX response by EULAR criteria but carriers of ADORA2A rs17004921 T allele (CT + TT) had a higher DAS28 decrease after 6 months of treatment than patients with CC genotype (p = 0.013). Adverse effects were reported in 31 patients (24.41%). Bone erosions were present in 82 (64.6%) patients. Haplotype block was observed among all 3 analyzed polymorphisms within ADORA3 gene and TAA haplotype was associated with bone erosions (29% vs 15.6%, p = 0.023) and hepatotoxicity (51.3% vs 21.6%, p = 0.013). According to our study, ADORA3 TAA haplotype may be associated with bone erosions and hepatotoxicity in RA patients treated with MTX.


Subject(s)
Arthritis, Rheumatoid/genetics , Genotype , Haplotypes/genetics , Methotrexate/adverse effects , Receptor, Adenosine A2A/genetics , Receptor, Adenosine A3/genetics , Adult , Aged , Antirheumatic Agents/adverse effects , Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/drug therapy , Female , Genetic Association Studies/methods , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide/genetics , Treatment Outcome
6.
IEEE J Biomed Health Inform ; 24(3): 835-843, 2020 03.
Article in English | MEDLINE | ID: mdl-31329136

ABSTRACT

Salivary gland ultrasonography (SGUS) has shown good potential in the diagnosis of primary Sjögren's syndrome (pSS). However, a series of international studies have reported needs for improvements of the existing pSS scoring procedures in terms of inter/intra observer reliability before being established as standardized diagnostic tools. The present study aims to solve this problem by employing radiomics features and artificial intelligence (AI) algorithms to make the pSS scoring more objective and faster compared to human expert scoring. The assessment of AI algorithms was performed on a two-centric cohort, which included 600 SGUS images (150 patients) annotated using the original SGUS scoring system proposed in 1992 for pSS. For each image, we extracted 907 histogram-based and descriptive statistics features from segmented salivary glands. Optimal feature subsets were found using the genetic algorithm based wrapper approach. Among the considered algorithms (seven classifiers and five regressors), the best preforming was the multilayer perceptron (MLP) classifier (κ = 0.7). The MLP over-performed average score achieved by the clinicians (κ = 0.67) by the considerable margin, whereas its reliability was on the level of human intra-observer variability (κ = 0.71). The presented findings indicate that the continuously increasing HarmonicSS cohort will enable further advancements in AI-based pSS scoring methods by SGUS. In turn, this may establish SGUS as an effective noninvasive pSS diagnostic tool, with the final goal to supplement current diagnostic tests.


Subject(s)
Image Interpretation, Computer-Assisted/methods , Salivary Glands/diagnostic imaging , Sjogren's Syndrome/diagnostic imaging , Ultrasonography/methods , Adult , Aged , Algorithms , Artificial Intelligence , Female , Humans , Male , Middle Aged , Observer Variation , Radiographic Image Interpretation, Computer-Assisted , Reproducibility of Results
7.
PLoS One ; 14(1): e0210466, 2019.
Article in English | MEDLINE | ID: mdl-30653543

ABSTRACT

OBJECTIVE: Patients with primary Sjögren's Syndrome (pSS) have diminished health quality and fatigue, arthralgia along with dryness of the mouth and eyes have major impact on their psychological and social aspects of life. The purpose of this study was to determine psychological features of patients with pSS. We analyzed personality, depression and anxiety of patients with primary Sjögren's Syndrome (pSS) in comparison with patients with rheumatoid arthritis (RA) and healthy controls (HC) and assessed their association with sociodemographic factors and comorbidity. METHODS: In 105 pSS patients (mean age 51.34 years, mean disease duration 5.98 years), 52 RA patients (mean age 51.37 years, mean disease duration 8.10 years) and 54 HC (mean age 51.35 years) clinical and sociodemographic characteristics were determined and results analyzed. At enrollment patients and controls completed the Revisited NEO Personality Inventory Five-Factor model (NEO-PI-R), the Zung Self-Rating Depression Scale and the Zung Self-Rating Anxiety Scale. Statistical analyses were performed using SPSS [Version 16.0]. The relative size of the effect was assessed based on standardized estimates of effect size (d). RESULTS: Patients with pSS, similarly to RA patients had higher scores of Neuroticism (d = 0.46, p = 0.007) and lower scores of Extraversion (d = 0.51, p = 0.001) and Openness for experience (d = 0.65, p = 0.013) compared to HC. There was no significant differences between pSS group and HC in the depression (d = 0.171, p>0.05). However, patients with pSS had higher anxiety in comparison to HC (p<0.0001). In multivariate models, education and satisfaction with family relationships were significant predictors for psychological characteristics of patients, independently of clinical diagnosis. CONCLUSIONS: Our study is the first to show that patients with pSS scored high on neuroticism and anxiety and low on sociability. Education and satisfaction with family relationships predisposed to their psychological profile. Psychological assessment of patients with pSS may improve understanding and treatment of this clinical condition.


Subject(s)
Anxiety Disorders/psychology , Arthritis, Rheumatoid/psychology , Depressive Disorder/psychology , Personality , Sjogren's Syndrome/psychology , Adult , Anxiety Disorders/epidemiology , Arthritis, Rheumatoid/epidemiology , Arthritis, Rheumatoid/physiopathology , Comorbidity , Depressive Disorder/epidemiology , Fatigue/epidemiology , Fatigue/psychology , Female , Humans , Middle Aged , Quality of Life , Serbia/epidemiology , Sjogren's Syndrome/epidemiology , Sjogren's Syndrome/physiopathology , Surveys and Questionnaires
8.
Expert Opin Drug Metab Toxicol ; 15(3): 253-257, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30583708

ABSTRACT

BACKGROUND: Methotrexate (MTX), a folate analogue, is the most commonly used disease-modifying drug in the treatment of rheumatoid arthritis (RA). However, high interindividual differences in drug response are present among RA patients. RESEARCH DESIGN AND METHODS: In a group of 234 RA patients treated with MTX, we investigated whether rs1650697 polymorphism in DHFR gene may have an impact on MTX efficacy and/or adverse drug effects (ADEs). Relative DAS28 values (rDAS28) were used for the estimation of MTX therapy and all ADEs were recorded. Patients were genotyped for selected polymorphism by real-time PCR method. RESULTS: According to the European League Against Rheumatism criteria after 6 months of MTX therapy, 196 patients (83.8%) were classified as responders (25 (10.7%) were good and 171 (73.1%) were moderate) and 38 patients (16.2%) as nonresponders. ADEs were observed in 55 patients (23.5%). CONCLUSIONS: Our results showed that the presence of T allele might be protective against MTX hepatotoxicity measured by transaminase levels (p = 0.05). Furthermore, among patients who also received low-dose corticosteroids, we have found a lower rDAS value in patients with CC genotype (p = 0.039).


Subject(s)
Antirheumatic Agents/adverse effects , Arthritis, Rheumatoid/drug therapy , Methotrexate/adverse effects , Tetrahydrofolate Dehydrogenase/genetics , Adrenal Cortex Hormones/administration & dosage , Adult , Aged , Aged, 80 and over , Alleles , Antirheumatic Agents/therapeutic use , Chemical and Drug Induced Liver Injury/etiology , Chemical and Drug Induced Liver Injury/genetics , Female , Genotype , Humans , Male , Methotrexate/therapeutic use , Middle Aged , Polymorphism, Single Nucleotide , Real-Time Polymerase Chain Reaction , Treatment Outcome , Young Adult
9.
PLoS One ; 14(12): e0226498, 2019.
Article in English | MEDLINE | ID: mdl-31891590

ABSTRACT

OBJECTIVES: To assess the association between salivary ultrasonography (sUS) findings and disease activity and damage in patients with primary Sjogren's syndrome (pSS). We investigated the potential prognostic role of sUS as a tool in the assessment of disease activity. METHODS: In 303 pSS patients, disease activity was assessed by the European League Against Rheumatism (EULAR) Sjogren's Syndrome Disease Activity Index (ESSDAI), the EULAR Sjogren's Syndrome Patient Reported Index (ESSPRI), the Sjogren's Syndrome Disease Activity Index (SSDAI) and the Sjogren's Syndrome Disease Damage Index (SSDDI). The sUS parenchymal inhomogeneity (de Vita scoring system) was assessed in 303 pSS patients and 111 heathy controls. A receiver operating characteristic (ROC) curve was used to determine the cut-off value of the pathological sUS score. Logistic regression analysis was performed to assess risk factors for moderate and high disease activity. RESULTS: A pathological sUS score ≥ 2 was recorded in 271 (89.7%) patients and 8 (8.6%) healthy controls. Patients with moderate and high ESSDAI and SSDAI scores had significantly higher US activity in comparison to that of pSS patients with low disease activity (p = 0.006; p = 0.01, respectively). Additionally, pSS patients with moderate and high SSDDI scores had higher US activity (p = 0.031). Pathological sUS correlated with the glandular domain within the ESSDAI and SSDDI (p<0.001). The patients with a severe US score (5-6) had a 3.5 times greater chance of having moderate or high disease activity. The specificity of the severe de Vita sUS score for ESSDAI and SSDAI was 85.1% and 85.2%, respectively. In contrast, the sensitivity of a severe de Vita sUS score for ESSDAI was low, at 29.2%, while the sensitivity for the SSDAI was higher, 42.3%. In the analysis of disease activity, a de Vita score ≥ 5 could be used as a risk factor for moderate and high ESSDAI (p = 0.042) and SSDAI (p = 0.006). CONCLUSIONS: Pathological salivary gland ultrasonography is associated with high disease activity and damage in pSS. Consequently, sUS abnormalities might be surrogate items for glandular domains in the assessment of disease activity and damage. Thus, ultrasonography of the salivary gland combined with clinical and serological markers might be part of the next prognostic and therapeutic algorithm in the near future.


Subject(s)
Salivary Glands/diagnostic imaging , Salivary Glands/pathology , Sjogren's Syndrome/diagnostic imaging , Sjogren's Syndrome/pathology , Adult , Aged , Case-Control Studies , Cross-Sectional Studies , Female , Humans , Logistic Models , Male , Middle Aged , Prognosis , ROC Curve , Severity of Illness Index , Ultrasonography
10.
Front Pharmacol ; 9: 20, 2018.
Article in English | MEDLINE | ID: mdl-29422864

ABSTRACT

Objectives: Methotrexate (MTX) is the first line treatment for rheumatoid arthritis (RA), but nevertheless 30% of patients experience MTX inefficacy. Our aim was to develop a clinical pharmacogenetic model to predict which RA patients will not respond to MTX monotherapy. We also assessed whether this model can be generalized to other populations by validating it on a group of Serbian RA patients. Methods: In 110 RA Slovenian patients, data on clinical factors and 34 polymorphisms in MTX pathway were analyzed by Least Absolute Shrinkage and Selection Operator (LASSO) penalized regression to select variables associated with the disease activity as measured by Disease Activity Score (DAS28) score after 6 months of MTX monotherapy. A clinical pharmacogenetic index was constructed from penalized regression coefficients with absolute value above 0.05. This index was cross-validated and also independently validated on 133 Serbian RA patients. Results: A clinical pharmacogenetic index for prediction of DAS28 after 6 months of MTX monotherapy in Slovenian RA patients consisted of DAS28 score at diagnosis, presence of erosions, MTX dose, Solute Carrier Family 19 Member 1 (SLC19A1) rs1051266, Solute Carrier Organic Anion Transporter Family Member 1B1 (SLCO1B1) rs2306283, Thymidylate Synthase (TYMS), and Adenosine Monophosphate Deaminase 1 (AMPD1) rs17602729. It correctly classified 69% of Slovenian patients as responders or nonresponders and explained 30% of variability in DAS28 after 6 months of MTX monotherapy. Testing for validity in another population showed that it classified correctly only 22.5% of Serbian RA patients. Conclusions: We developed a clinical pharmacogenetic model for DAS28 after 6 months of MTX monotherapy in Slovenian RA patients by combining clinical and genetic variables. The clinical pharmacogenetic index developed for Slovenian patients did not perform well on Serbian patients, presumably due to the differences in patients' characteristics and clinical management between the two groups.

11.
RMD Open ; 3(1): e000364, 2017.
Article in English | MEDLINE | ID: mdl-28879042

ABSTRACT

OBJECTIVES: Ultrasonography (US) is sensitive for detecting echostructural abnormalities of the major salivary glands (SGs) in primary Sjögren's syndrome (pSS). Our objectives were to define selected US-SG echostructural abnormalities in pSS, set up a preliminary atlas of these definitions and evaluate the consensual definitions reliability in both static and acquisition US-SG images. METHODS: International experts in SG US in pSS participated in consensus meetings to select and define echostructural abnormalities in pSS. The US reliability of detecting these abnormalities was assessed using a two-step method. First 12 experts used a web-based standardised form to evaluate 60 static US-SG images. Intra observer and interobserver reliabilities were expressed in κ values. Second, five experts, who participated all throughout the study, evaluated US-SG acquisition interobserver reliability in pSS patients. RESULTS: Parotid glands (PGs) and submandibular glands (SMGs) intra observer US reliability on static images was substantial (κ > 0.60) for the two main reliable items (echogenicity and homogeneity) and for the advised pSS diagnosis. PG inter observer reliability was substantial for homogeneity. SMGs interobserver reliability was moderate for homogeneity (κ = 0.46) and fair for echogenicity (κ = 0.38). On acquisition images, PGs interobserver reliability was substantial (κ = 0.62) for echogenicity and moderate (κ = 0.52) for homogeneity. The advised pSS diagnosis reliability was substantial (κ = 0.66). SMGs interobserver reliability was fair (0.20< κ ≤ 0.40) for echogenicity and homogeneity and either slight or poor for all other US core items. CONCLUSION: This work identified two most reliable US-SG items (echogenicity and homogeneity) to be used by US-SG trained experts. US-PG interobserver reliability result for echogenicity is in line with diagnosis of pSS.

12.
Pharmacogenomics ; 17(15): 1687-1691, 2016 10.
Article in English | MEDLINE | ID: mdl-27636122

ABSTRACT

AIM: Our aim was to explore the influence of 9-bp insertion/deletion and variable number of 9 bp elements (63/91) length polymorphism in noncoding interfering RNA and major promoter of DHFR gene on methotrexate (MTX) efficacy and toxicity in patients with rheumatoid arthritis (RA). PATIENTS & METHODS: Response to the MTX therapy and adverse effects were estimated in 243 RA patients genotyped for the selected polymorphism. RESULTS: The presence of allele 1 of analyzed polymorphism had significant protective effect against MTX toxicity (odds ratio: 0.37 [95% CI: 0.19-0.70]; p = 0.002). Results remained significant in multiple logistic regression analysis with the inclusion of disease and treatment features in the model (p = 0.03). CONCLUSION: Polymorphism 63/91 in DHFR gene promoter can modulate the onset of MTX-related adverse effects in RA patients.


Subject(s)
Arthritis, Rheumatoid/drug therapy , Methotrexate/adverse effects , Polymorphism, Genetic , Promoter Regions, Genetic , Tetrahydrofolate Dehydrogenase/genetics , Adult , Aged , Aged, 80 and over , Arthritis, Rheumatoid/genetics , Female , Humans , Logistic Models , Male , Middle Aged
13.
J Rheumatol ; 43(10): 1858-1863, 2016 10.
Article in English | MEDLINE | ID: mdl-27528574

ABSTRACT

OBJECTIVE: To evaluate the multiobserver reliability of salivary gland ultrasonography (SGUS) for scoring greyscale (GS) parenchymal inhomogeneity and parenchymal color Doppler (CD) signal in patients with established primary Sjögren syndrome (pSS). METHODS: The study comprised 2 multiobserver reliability assessments in patients with pSS in 2 European centers. The first reliability exercise was performed on 24 patients with pSS and 8 controls who were independently evaluated with GS and CD US by 5 observers at the Institute of Rheumatology, Belgrade, Serbia. The second reliability exercise was carried out on 10 patients with pSS who were independently assessed with GS and CD US by 8 observers at the Hospital G.U. Gregorio Marañón, Madrid, Spain. SGUS parenchymal inhomogeneity and parenchymal CD signal were semiquantitatively scored using a 4-grade scoring system. The multiobserver agreement was calculated by the overall agreement and Light's κ statistics. RESULTS: A total of 640 SGUS examinations were performed in the first reliability exercise and a total of 320 examinations in the second reliability exercise. Multiobserver reliability was good (κ = 0.71-0.79) to excellent (κ = 0.81-0.82) for GS parenchymal inhomogeneity in both exercises. There was a moderate (κ = 0.53-0.58) to good (κ = 0.70) multiobserver reliability for parenchymal CD signal in the first exercise. However, there was no agreement or only a fair agreement (κ = 0.03-0.29) for parenchymal CD signal in the second exercise. CONCLUSION: US may be a reliable technique in the multiobserver scoring of GS parenchymal inhomogeneity of major SG in patients with established pSS. CD scoring of SG needs further standardization to be used in multicenter studies.


Subject(s)
Salivary Glands/diagnostic imaging , Sjogren's Syndrome/diagnostic imaging , Ultrasonography, Doppler, Color , Adult , Female , Humans , Male , Middle Aged , Observer Variation , Reproducibility of Results , Serbia , Spain , Young Adult
14.
Rheumatol Int ; 36(4): 597-602, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26612436

ABSTRACT

Nitric oxide (NO) is a mediator in autoimmune responses and thus involved in the pathogenesis of a variety of rheumatic diseases. Genetic factors that influence the expression of the enzyme endothelial nitric oxide synthase (eNOS) that catalyzes NO synthesis are important for the control of NO level and consequently its activity. We have analyzed three functionally relevant polymorphisms of eNOS gene: T-786C, G894T and VNTR (4a/b), to investigate whether they are predisposing factors in pathogenesis of RA in Serbian population and to evaluate their role in clinical manifestations of RA. We performed genotyping of 196 patients with RA and the control group of 132 healthy individuals from Serbian population, using PCR and polymerase chain reaction-restriction fragment length polymorphism methods. Disease activity was prospectively assessed using number of tender joints, number of swollen joints and 28-joints disease activity score (DAS28). There were no differences between the patients and control groups in the genotypes and alleles frequencies of the three analyzed SNPs. Our results showed statistically significant differences in all three analyzed parameters of disease severity between 786TT/786CT and 786CC genotypes and between 894GG/894GT and 894TT genotypes. In the case of 4a/b polymorphism, carriers of minor allele had significantly lower DAS28 values. In conclusion, our results do not support the implication of analyzed eNOS gene polymorphisms in susceptibility to RA but associate them with the disease activity and give assumption that minor alleles are indicators of better clinical course.


Subject(s)
Arthritis, Rheumatoid/genetics , Nitric Oxide Synthase Type III/genetics , Polymorphism, Single Nucleotide , Aged , Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/enzymology , Case-Control Studies , Disability Evaluation , Female , Gene Frequency , Genetic Association Studies , Genetic Predisposition to Disease , Heterozygote , Homozygote , Humans , Male , Middle Aged , Phenotype , Prospective Studies , Risk Factors , Serbia , Severity of Illness Index
15.
Rheumatology (Oxford) ; 55(5): 789-800, 2016 May.
Article in English | MEDLINE | ID: mdl-26667216

ABSTRACT

OBJECTIVE: Ultrasonography (US) is a sensitive tool in the diagnosis of major salivary gland abnormalities in primary Sjögren's syndrome (pSS). The aim of this systematic review was to assess the metric properties of this technique. METHODS: PUBMED and EMBASE databases were searched. All publications between January 1988 and January 2013 were considered. Data were extracted from the articles meeting the inclusion criteria according to US definition of salivary gland scoring system and metric properties studied. The type and number of glands tested, study design and metric properties according to OMERACT filter (truth, discrimination, feasibility) were assessed. RESULTS: Of 167 publications identified initially with PUBMED and EMBASE, 31 met the inclusion criteria. The number of pSS patients varied among the studies from 16 to 140. The diagnosis of pSS was in line in most of the cases with the American-European Consensus Group (AECG) classification criteria for Sjögren's syndrome. The US examination was performed in suspected pSS only in studies in which the sensitivity ranged from 45.8 to 91.6% and specificity from 73 to 98.1%. There was heterogeneity in regard to the definition of US in B-mode and few studies used US in colour Doppler. Few studies reported reliability of US and sensitivity to change in pSS. CONCLUSION: US is a valuable tool for detecting salivary gland abnormalities in pSS. Its reliability has been poorly investigated and there is considerable variation in the definition of US abnormalities. Further studies are required to validate and standardize the US definition of salivary gland in pSS.


Subject(s)
Salivary Glands/diagnostic imaging , Sjogren's Syndrome/diagnostic imaging , Humans , Reproducibility of Results , Research Design , Sensitivity and Specificity , Ultrasonography
16.
Srp Arh Celok Lek ; 141(3-4): 228-31, 2013.
Article in Serbian | MEDLINE | ID: mdl-23745349

ABSTRACT

INTRODUCTION: Sjögren's syndrome (SS) is an autoimmune disease of unknown etiology, clinically manifested by dry eyes (xerophthalmia) and dry mouth (xerostomia). In childhood SS is a rare disease, clinically atypically or asymptomatic and is often unrecognized. We report a girl with asymptomatic, juvenile form of primary Sjögren's syndrome (JSS). CASE OUTLINE: A 13-year-old girl was initially observed for several months due to elevated sedimentation rate (ESR 75-90 mm/h) without signs of inflammation or other symptoms and disease signs. Subjective symptoms of dryness of the eyes and mouth were absent at the beginning. Ophthalmologic examination demonstrated hypolacrimia although the patients had no subjective signs of xerophthalmia. Ultrasonography (US) revealed mild enlargement and heterogeneity of large salivary glands parenchyma. Increased rheumatoid factor (RF), anti SS-A/Ro, anti SS-B/La antibodies were found in serum. Ophthalmologic examination demonstrated decreased lacrimation.JSS was confirmed on the basis of ophthalmologic examination, immunological tests, histological findings of biopsy of small and US of major salivary glands. During a 12-years follow-up period systemic or extraglandular manifestations of JSS and other autoimmune diseases were not observed. CONCLUSION: Our experience suggests that in the differential diagnosis of unexplained elevated ESR the primary form of JSS should be also taken into consideration. Ultrasonographic changes of major salivary glands in the absence of symptoms of xerostomia point out that this noninvasive method has an important role in the diagnosis and management of patients with JSS.


Subject(s)
Sjogren's Syndrome/diagnosis , Adolescent , Female , Humans
18.
Eur J Clin Pharmacol ; 69(3): 377-83, 2013 Mar.
Article in English | MEDLINE | ID: mdl-22763757

ABSTRACT

PURPOSE: Gamma-glutamyl hydrolase (GGH), cyclin D1 (CCND1) and thymidylate synthase (TS) genes encode enzymes that are involved in methotrexate (MTX) action. In a group of 184 RA patients treated with MTX, we have investigated whether selected polymorphisms in these genes modulate MTX efficacy and/or have impact on adverse drug effects (ADEs). METHODS: The efficacy of the MTX therapy has been estimated using the disease activity score in 28 joints (DAS28-ESR) based on EULAR criteria and relative DAS28 values (rDAS28). All adverse drug events were recorded. Patients were genotyped for selected polymorphisms of the GGH (-354 G > T and 452 C > T), CCND1 (870 A > G) and TYMS (variable number of tandem repeats, VNTR, and G to C substitution of triple repeat, 3R allele) gene. Association studies have been performed between obtained genotypes and the efficacy and toxicity of MTX. RESULTS: According to the EULAR response criteria, 146 RA patients (79.3 %) were classified as responders (good/moderate response) and 38 (20.7 %) as non-responders (poor response). Higher frequency of the TYMS 3 G/3 G genotype has been found among non-responders as compared to individuals with remaining genotypes (p = 0.02). ADEs were recorded in 53 patients. Among those patients eight experienced bone marrow toxicity, all of them carried GGH -354GG genotype (p = 0.003). No other significant association were observed. CONCLUSION: The 3 G/3 G genotype of the TYMS gene may indicate predisposition of poor response to MTX and GG genotype of GGH -354 T > G polymorphism may have high predictive value for myelosuppression in RA patients.


Subject(s)
Antirheumatic Agents/adverse effects , Arthritis, Rheumatoid/drug therapy , Bone Marrow Diseases/chemically induced , Bone Marrow/drug effects , Methotrexate/adverse effects , Polymorphism, Genetic , Thymidylate Synthase/genetics , gamma-Glutamyl Hydrolase/genetics , Adult , Aged , Aged, 80 and over , Analysis of Variance , Antirheumatic Agents/pharmacokinetics , Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/enzymology , Arthritis, Rheumatoid/genetics , Bone Marrow Diseases/enzymology , Bone Marrow Diseases/genetics , Chi-Square Distribution , Cyclin D1/genetics , Female , Gene Frequency , Genetic Predisposition to Disease , Humans , Logistic Models , Male , Methotrexate/pharmacokinetics , Middle Aged , Multivariate Analysis , Odds Ratio , Pharmacogenetics , Phenotype , Risk Factors , Severity of Illness Index , Thymidylate Synthase/metabolism , Young Adult , gamma-Glutamyl Hydrolase/metabolism
19.
Rheumatology (Oxford) ; 51(6): 1081-5, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22302061

ABSTRACT

OBJECTIVE: To test the diagnostic accuracy of modified American-European classification criteria (AEC) for primary SS (pSS) by replacing sialoscintigraphy (sSC) with ultrasonography of the major salivary glands. METHODS: One hundred and ninety subjects were evaluated for the diagnosis of pSS, including US of the salivary glands. We tested the diagnostic accuracy of the three different sets of five diagnostic criteria for pSS. Each set combined these four criteria (ocular symptoms, oral symptoms, Schirmer-I test and auto-SS-A antibody) and one of the following: US (US set), sSC (sSC set) or biopsy (Biopsy set). The area under the receiver operating characteristics curve (AUC-ROC) was used to evaluate the diagnostic accuracy of each set of criteria. RESULTS: Out of 190 subjects examined, 140 subjects fulfilled the AEC for the diagnosis of pSS, whereas 50 subjects were classified as non-pSS subjects. US score was positive in 129 (92%), sSC in 123 (88%) and biopsy in 93 (66%) of 140 pSS patients. Among 140 patients with pSS, 88 (63%) patients fulfilled the criteria of the US set, 85 (61%) patients of the sSC set and 71 (51%) patients of the Biopsy set. None of the subjects from the non-pSS group fulfilled any of the sets of criteria. Diagnostic accuracy of each of the three sets of criteria was high and similar [AUC-ROC (s.e.) for the US set was 0.99 (0.00), followed by the sSC set at 0.98 (0.00) and the Biopsy set at 0.97 (0.00)]. CONCLUSION: US finding of major salivary gland involvement could replace sSC in AEC for the diagnosis of pSS.


Subject(s)
Radionuclide Imaging/standards , Salivary Glands/diagnostic imaging , Sjogren's Syndrome/diagnostic imaging , Ultrasonography/standards , Adult , Aged , Europe , Female , Humans , Male , Middle Aged , ROC Curve , Radionuclide Imaging/methods , Reproducibility of Results , Sensitivity and Specificity , Ultrasonography/methods , United States , Young Adult
20.
Clin Exp Rheumatol ; 30(2): 178-83, 2012.
Article in English | MEDLINE | ID: mdl-22324981

ABSTRACT

OBJECTIVES: Identifying genetic predictors of methotrexate (MTX) treatment response in patients with rheumatoid arthritis (RA) may have great importance for optimising drug doses required for clinical benefit without toxicity. In a group of 125 RA patients treated with MTX we investigated whether selected polymorphisms in genes relevant for MTX action (aminoimidazole-4-carboxiamide ribonucleotide transformylase, ATIC, and dihydrofolate reductase, DHFR) modulate disease activity and/or have impact on therapy side effects. METHODS: The efficacy of treatment was estimated both by the disease activity score in 28 joints (DAS28), based on EULAR criteria, and relative DAS28 (rDAS28) score. Adverse drug events (ADEs) were also recorded. RA patients were genotyped using the PCR-RFLP method, followed by an association study between ATIC -129T>G, DHFR -216T>C and DHFR -317A>G polymorphisms and the efficacy and toxicity of MTX. RESULTS: According to the EULAR response criteria, 96 RA patients (76.8%) were classified as responders (good/moderate response) and 29 (23.2%) as non-responders (poor response). rDAS28 values ranged from -0.01 to 0.80 (mean value 0.31±0.19). Among 125 patients enrolled in this study 39 experienced at least one side effect. The DHFR -317AA genotype was associated with the less favourable response (reduction in rDAS28 score, p=0.05). None of the analysed polymorphisms was associated with MTX toxicity. CONCLUSIONS: RA patients with DHFR-317AA genotype had less favourable response to MTX. Further studies in larger patient populations are necessary to confirm the relationship between the analysed polymorphisms and MTX treatment response.


Subject(s)
Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Methotrexate/therapeutic use , Polymorphism, Genetic , Tetrahydrofolate Dehydrogenase/genetics , Adult , Aged , Aged, 80 and over , Analysis of Variance , Antirheumatic Agents/adverse effects , Antirheumatic Agents/metabolism , Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/enzymology , Arthritis, Rheumatoid/genetics , Chi-Square Distribution , Disability Evaluation , Female , Gene Frequency , Humans , Hydroxymethyl and Formyl Transferases/genetics , Male , Methotrexate/adverse effects , Methotrexate/metabolism , Middle Aged , Multienzyme Complexes/genetics , Nucleotide Deaminases/genetics , Patient Selection , Pharmacogenetics , Phenotype , Prospective Studies , Serbia , Severity of Illness Index , Tetrahydrofolate Dehydrogenase/metabolism , Treatment Outcome , Young Adult
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