Inertial measurement and heart-rate sensor-based dataset for geriatric fall detection using custom built wrist-worn device.

This paper describes a dataset acquired from 41 volunteers performing 16 Activities of daily livings (ADLs) and 8 Falls repeated 5 times. This data was collected using a custom wrist-worn end device. The dataset has data collected from Inertial measurement unit (IMU) and heart-rate sensors. The end device is built using Qualcomm Snapdragon 820c System on Chip (SoC) interfaced to the sensors via Interconnect Integrated Circuit (I2C) protocol. The data was sampled for every activity at a rate of 20 Hz for the motion sensors and at a rate of 1 Hz for the heart-rate sensor. The motion sensor comprised of a triaxial accelerometer, triaxial gyroscope, triaxial magnetometer and a linear accelerometer. The heart-rate sensor was medical grade and all sensors were calibrated for the wrist -worn position. The dataset is available on this website https://shamanx86.github.io/fall_detection_data/ and https://doi.org/10.5281/zenodo.10013090.

Potential of neutrophil to lymphocyte ratio in predicting sustained remission in rheumatoid arthritis compared to other immune activation markers.

Background & objectives: Cells and cell proportions may indicate the equilibrium status of the immune system. The present study was conducted to evaluate the role of cytokines and the immunocompetent cells as biomarkers of remission in rheumatoid arthritis (RA) patients intended to withdraw or reduce disease-modifying anti-rheumatic drug (DMARD) treatment. Methods: This prospective observational study involved newly diagnosed and treated RA patients who fulfilled 2010 American College of Rheumatology (ACR)/European League Against Rheumatism (EULAR) criteria. The patients were classified based on disease activity score (DAS)28-C-reactive protein (CRP)(3) score into remission (≤2.6) and treatment-naïve/active (>2.6) groups. Remission patients were followed up for six months and were reclassified into those in sustained remission (≤2.6) and relapse (>2.6) based on the DAS28-CRP(3) score. Various cytokines and cell surface markers were quantitated using whole blood samples, and the CD3+/CD19+ and FOXP3+/CD4+ ratios were calculated. The clinical, demographic, cytokine and cellular phenotype characteristics were compared between remission and treatment-naïve groups. The factors associated with sustained remission were verified. Results: Of the 72 patients, 52 were in remission and 20 were DMARD naïve and had active disease. Duration of illness, interleukin-6 (IL-6) and IL-10 were significantly different between remission and treatment naïve/active disease patients. Increased likelihood for achieving sustained remission was noted in RA patients with baseline NLR ≤2. Other demographic/clinical variables and cell phenotypes, namely age, gender, duration of illness, CD3+, CD4+, FOXP3+, CD19+, CD3+/CD19+, FOXP3+/CD4+ and cytokines - IL-6 and IL-10 were not associated with sustained remission. Interpretation & conclusions: The present preliminary study highlighted the potential of NLR in predicting sustained remission in RA patients with a cut-off <2. Further study with a large sample size should be done to confirm this finding.

Influence of disease duration and socioeconomic factors on the prevalence of infection and hospitalization in rheumatoid arthritis: KRAC study.

AIM: The use of healthcare resources by rheumatoid arthritis (RA) patients can be related to the presence of disease, comorbid conditions, use of steroids, and the combined use of immunosuppressants. This study evaluated the risk factors associated with infection and hospitalization in RA. METHODS: This multicenter, cross-sectional study enrolled 3247 RA subjects fulfilling the 2010 American College of Rheumatology/European League Against Rheumatism criteria to examine the prevalence of hospitalization and episodes of documentable non-tubercular infections as a part of the "Karnataka rheumatoid arthritis comorbidity" study (KRAC). The study included 2081 subjects and 1166 were excluded due to incomplete data. Demographic, clinical and treatment variables were collected, and the events related to infections and hospitalization were extracted from the medical records. Comparative analysis and multivariate logistic regression were performed. RESULTS: Around 22% of the subjects had hospitalizations and 2.9% had infections. Infections were pertaining to dental (1.3%), urinary tract (1.6%) and candidiasis (0.2%). Skin- and soft tissue-related infections were found in 1.8% and 0.3% of patients, respectively. Increased need of hospitalization in RA patients was associated with advanced age (≥60 years), lower education, family income, and longer duration of RA. Presence of comorbidity, usage of three or more disease-modifying anti-rheumatic drugs (DMARDs) and family income influenced the likelihood of infection. Dental infections were less likely in working subjects and more likely in patients with increased disease duration, higher family income, comorbidities and those between the age group 40-59 years. Urinary tract infection was associated with DMARD usage. CONCLUSION: Patient-specific risk factors should be considered to improve treatment strategies and to reduce the risk of infection and hospitalization in RA patients.

The Differential Influence of Immunological Process of Autoimmune Disease on Lipid Metabolism: A Study on RA and SLE.

Metabolic parameters like uric acid, lipids and homocysteine are influenced by immunopathological mechanisms underlying the autoimmune disease processes. The current study examined the differences in these parameters and the correlation between inflammatory and metabolic variables in rheumatoid arthritis (RA) and systemic lupus erythematosus (SLE) patients. The cross-sectional prospective study included 24 treatment-naïve patients with moderate to severe diseases-15 subjects had RA and 9 had SLE. Atherogenic index of plasma (AIP) was used to assess the cardiovascular risk of the patients. Spearman's correlation was performed to verify the relationship between inflammatory and metabolic parameters. A two-tailed P < 0.05 was considered statistically significant for all the analysis. SLE patients had higher uric acid levels, very low density lipoprotein-cholesterol, total cholesterol/high density lipoprotein-cholesterol ratio (TC/HDL-C) and logarithmic ratio of triglycerides to HDL-cholesterol (log[TG/HDL-C]) than RA. Whereas, reduced total lymphocyte count, lipoprotein(a), and low density lipoprotein cholesterol were noted in the former than latter group. Majority of the SLE patients had increased risk of cardiovascular diseases (> 0.24 AIP score) and RA patients in comparison had lower risk. Correlation among serum uric acid, lipid profile constituents and AIP was noted. The immunological process of SLE has greater impact on the metabolic parameters. Higher uric acid levels are suggestive of dysfunctional lipid profile. Understanding the implications of risk factors and its inflammatory role in autoimmune processes may assist in disease management.

Incidence of infection other than tuberculosis in patients with autoimmune rheumatic diseases treated with bDMARDs: a real-time clinical experience from India.

Biologic disease-modifying anti-rheumatic drugs (bDMARD) have transformed the treatment paradigm of chronic autoimmune rheumatic diseases (ARDs), but they are often associated with adverse drug reactions. The present study evaluated the frequency, characteristics and type of infections, other than tuberculosis (TB), in ARD patients receiving bDMARDs. The multicentre, cross-sectional, retrospective, observational study was conducted across 12 centers in Karnataka, India, between January to August 2016. The study included patients receiving bDMARD therapy for various ARDs. Outcome variables considered were any infection, minor infections and major infections, other than TB. Clinical variables were compared between infection and no infection group, and the increase in the likelihood of infection with respect to various clinical variables was assessed. The study involved 209 subjects with a median (range) age of 41 (16-84) years and male to female ratio of 0.97:1. A total of 29 (13.88%) subjects developed infection following bDMARD therapy, out of whom a majority had minor infection (n = 26). The likelihood of developing any infection was noted to be more in subjects receiving anti-TNF (golimumab, P = 0.03) and those on three or more conventional synthetic (cs) DMARDs (P < 0.01). Infection risk was higher in patients with systemic lupus erythematosus (P = 0.04), other connective tissue disease (P < 0.01) and in patients with comorbidities (P = 0.13). The risk of infection was associated with the use of anti-TNF therapy and more than three csDMARDs, co morbidities and Adds such as systemic lupus erythematosus and connective tissue disease.

Biologics and risk of tuberculosis in autoimmune rheumatic diseases: A real-world clinical experience from India.

AIM: Tuberculosis (TB) is one of the major adverse events of concern associated with the use of biologics for managing autoimmune inflammatory rheumatic diseases (AIRDs). The study presents the data on incidence of TB in relation to biologic used, screening test and TB prophylaxis in a real-world setting. METHODS: The cross-sectional, observational, retrospective study was conducted across 12 centres in Karnataka, India. The study included patients receiving biologics therapy for AIRDs, established based on the respective diagnostic criteria. The development of TB after receiving biologic therapy and other clinical variables and the predictability of the test performed for latent TB were evaluated. RESULTS: One hundred and ninety-five AIRDs patients with an average age of 41 years were initiated on biologic therapy. Twenty-one patients were latent TB positive and were given antitubercular prophylaxis, prior to biologics treatment. During follow-up, seven patients belonging to the negative test group (n = 174) developed TB. The negative predictive values noted for Mantoux test (n = 120) and quantiFERON TB gold test (n = 178) were 96.52% and 96.25%, respectively. Patients on anti-tumor necrosis factor were more likely to develop TB. Presence of comorbidities and steroid use increased the likelihood of developing TB by 1.5 and 4.6 times, respectively. CONCLUSION: Close monitoring of patients receiving biologics is essential for early identification of adverse events, especially in test negative patients. Prophylaxis can effectively reduce the risk of developing TB in patients positive for screening.

Factors influencing remission in rheumatoid arthritis patients: results from Karnataka rheumatoid arthritis comorbidity (KRAC) study.

AIM: To study the prevalence of remission in rheumatoid arthritis (RA) patients and the influence of different factors like literacy, socioeconomic status, presence of comorbidity and treatment strategy in achieving remission. METHODS: The study involved 1990 RA patients who were recruited for the Karnataka Rheumatoid arthritis comorbidity (KRAC) study. Based on the factors evaluated, the study participants were classified as follows: age, < 30 years, 30-39 years, 40-49 years, 50-59 years and ≥ 60 years; educational status, illiterate/no formal education, high school or less, graduate, post-graduate and doctorate; family income (₹ per annum), < 50 000, 50-100 000, 100-500 000, and > 500 000; duration of illness prior (DOIP): ≤ 6 months, 6-24 months, 24-120 months and > 120 months. Joint counts were performed by a rheumatologist or trained joint assessor. To assess the treatment outcome, the disease activity score was calculated using the Disease activity Score of 28 joints - erythrocyte sedimentation rate (DAS 28-3 ESR). RESULTS: As per the DAS 28-3 ESR score, around 20% (n = 397) of the study subjects achieved remission. The corresponding mean ± SD of DAS 28-3 ESR noted for remission and non-remission groups were 2.13 ± 0.42 and 4.32 ± 1.28. The majority of the patients were treated with double disease-modifying anti-rheumatic drugs (DMARDs) (60.7%). The likelihood of remission was found to be more in patients who reported DOIP ≤ 6 months. Furthermore, the chances of remission reduced with increase in patient's age and the highest remission rate was noted for 30-39 years age group (59%), followed by 40-49 years (35.4%) and 50-59 years (19.7%). CONCLUSION: The prevalence of remission noted was around 20%. Early treatment, escalating dose of DMARDs, and patient counseling are important contributing factors for attaining remission.

Characterization of neutrophil-to-lymphocyte ratio as a measure of inflammation in rheumatoid arthritis.

OBJECTIVES: The neutrophil to lymphocyte ratio (NLR) is one of the well-recognized sensitive measures of inflammation. This cross-sectional observational study was aimed at characterizing the relationship of NLR with the inflammatory markers erythrocyte sedimentation rate (ESR), C-reative protein (CRP), Disease Activity Score of 28 joints (DAS28)-CRP(3), joint counts and quality measures of rheumatoid arthritis (RA). MATERIALS AND METHODS: Patients with RA were recruited in two phases. The following were assessed for all patients: joint count, pain by visual analogue scale (VAS), complete blood count, ESR, CRP and quality index assessment using the Short Form health survey (SF-36) questionnaire. A subgroup analysis was also performed to evaluate the association between NLR and cytokines. RESULTS: Four hundred and eighty-nine subjects were recruited. Distribution of NLR values corresponded with DAS28-CRP(3) rather than CRP and ESR. A significant difference in VAS, swollen joint counts (SJC-28), inflammatory parameters and general health outcome measures was observed among the NLR groups. A weak correlation was observed between NLR and RA disease measures. It had least bias at lower ranges with DAS28-CRP(3) than CRP and ESR. The NLR cut-off value of 1.4 classified the patients in deep remission with 90% specificity, 24% sensitivity, likelihood ratio positive (LR+) 2.46 and likelihood ratio negative (LR-) 0.84. CRP was a significant baseline predictor of NLR. A significant influence of interleukin-6 on CRP was noted. CONCLUSION: In contrast to the traditional markers, NLR may serve as a less expensive and effective measure of inflammation in RA. Its efficacy is comparable to that of CRP and it is not impacted by the cytokines influencing CRP and ESR.

Influence of cytokine status on insulin resistance and circulating endothelial progenitor cells in type 2 diabetes mellitus.

BACKGROUND: Type 2 diabetes mellitus (T2DM), a chronic metabolic disorder caused by insulin resistance (IR) and elevated blood glucose level, may lead to endothelial dysfunction. This can result in the development of various vascular complications, even in clinically controlled glycemic state. AIM: It has been experimentally proven that cytokine influences both IR and endothelial progenitor cell (EPC) dysfunction in T2DM patients. The present study evaluated the effect of clinical and metabolic risk factors and cytokine levels on IR and EPC, which are used as critical early biomarkers for estimating the risks associated with T2DM. METHODS: The study involved 58 T2DM patients. They were further subdivided into three groups based on IR score: 32 (55.17%) with normal, 11 (18.97%) with mild-moderate and 15 (25.86%) with severe IR. The relationship of clinical, metabolic and immune mediators with IR and EPCs was verified. RESULTS: HbA1c% was significantly elevated in severe (P=0.022) and mild-moderate IR groups (P= 0.012) than the normal group. The IR normal group had significantly elevated TNF levels compared to mild-moderate and severe groups. The regression analysis indicated that patients with increased body mass index (BMI) were 19.5% more likely to be significantly associated with severe IR. Association studies demonstrated that IL6 and IL10 values correlated with EPCs. CONCLUSION: IL6 and IL10 were associated with circulating EPCs than IR and other clinical characteristics including glycemic control (glycated hemoglobin). TNF-α was associated with IR, but had no relationship with EPCs. The effect of cytokine status on IR and circulating EPCs in T2DM may indicate the risk of vascular complications.

Comorbidities and related factors in rheumatoid arthritis patients of south India- Karnataka Rheumatoid Arthritis Comorbidity (KRAC) study.

The aim was to study the prevalence of comorbidities in rheumatoid arthritis (RA) patients in everyday clinical practice and their association with disease-specific and demographic factors. The multi-center study recruited 3,247 (at 14 centers, and 265) were excluded due to incomplete data. The number of subjects considered for the analysis was 2982. The mean (±standard deviation) age was 48.98±12.64 years and the male-to-female ratio was 1:5. The data was collected based on a pre-structured pro forma by trained clinical research associates through interview and verification of charts and reports available in the patient records. The following comorbidities were studied: cardiovascular disease, hypertension, diabetes mellitus, hypercholesterolemia, thyroid disease, psychiatric diseases like depression, and pulmonary disease. Hypertension (20.7%), diabetes mellitus (14.4%) and thyroid disease (18.3%) were the most prevalent comorbidities. Hypercholesterolemia (5.3%), pulmonary diseases (2.1%), cardiovascular diseases (0.2%) and depression (0.03%) were prevalent in ≤5% of the study population. The overall presence of comorbidity increased with age and reduced with the duration of illness prior (DOIP). The age, gender, and DOIP differed significantly between groups with and without hypercholesterolemia. Females had a statistically increased prevalence of thyroid disease. The prevalence of comorbidities in RA patients from south India is around 40% and the incidence of comorbidity increased with age. As per the literature evidence, the prevalence in the current study subjects was higher when compared to prevalence of similar diseases occurring in the general south Indian population.

Reduced incidence of extra-articular manifestations of RA through effective disease control: Karnataka Rheumatoid Arthritis Comorbidity (KRAC) study.

AIM: To estimate the prevalence of extra-articular manifestations (EAM) in rheumatoid arthritis (RA) patients and the impact of demographic, clinical and treatment factors. METHOD: The study was carried out as a part of 'Karnataka Rheumatoid arthritis comorbidity (KRAC) study' conducted at 14 centers across Karnataka, India between September 2014 and July 2015. The data were collected by trained clinical research associates using a structured pro forma, under the supervision of the consulting rheumatologists. Based on the factors evaluated, the study participants were classified as follows: age, < 30 years, 30-39 years, 40-49 years, 50-59 years and ≥ 60 years; and duration of illness prior to visiting rheumatologist (DOIP), ≤ 6 months, > 6 months-2 years, 2-10 years and > 10 years. The Disease Activity Score of 28 joints-3 (erythrocyte sedimentation rate) score was calculated for each patient by three variable methods. RESULTS: The total number of patients considered for the study after exclusion was 1716. The subjects had a mean (SD) age of 48.1 (12.71) years, the male-to-female ratio was 1 : 5, and median (range) of duration of RA was 48 (0.5-484) months. The prevalence of EAM noted was around 13%. EAM were more likely during the first 2 years of the disease (odds ratio [OR]: 1.465; P = 0.047) and increased with longer DOIP. The incidence was less in patients with low disease activity (OR: 0.657) and worse with the presence of deformities (OR: 2.1). CONCLUSION: The study corroborates the current concept of effective disease control to reduce the incidence/likelihood of EAM in RA patients.

High IL-6 and low IL-15 levels mark the presence of TB infection: A preliminary study.

The host immune response, apart from mycobacterial factors, is a significant determinant in the development of tuberculosis (TB). The purpose of the study was to examine whether the differential serum profiles of cytokines IL-1ß, IL-2, IL-4, IL-6, IL-10, IL-15, IFN-γ, TGF-ß, and TNF-α could discriminate between TB patients and healthy controls and provide insights into pathogenesis. Serum samples from TB patients, TB patient contacts and healthy controls were collected and analyzed by ELISA. The cytokine concentrations obtained were stratified into three groups: below detection limit (BDL), low values, and high values. The differences in cytokine concentrations were analyzed by Fisher's exact test. The statistically significant results were interpreted based on post-hoc analysis of the chi square contingency table using the adjusted residual method. Among the assayed cytokines, there was a statistically significant difference in the detection levels of IL-6, IL-15 and IFN-γ. Levels of IL-1ß, IL-2, IL-4, IL-10, TGF-ß and TNF-α did not vary. Post-hoc analysis of the significant results revealed that dynamic changes in the BDL and high values of cytokines influenced the post-infection cytokine milieu in the study subjects. The study concludes that altered balance in the levels of serum cytokines can be indicative of TB pathogenesis. Hence, profiling of dynamic changes in cytokines would facilitate effective TB diagnostic and treatment strategies.