This protocol assesses alterations in hydration and body cell mass status using bioelectrical impedance vectorial analysis following a dynamic exercise program designed for patients with rheumatoid arthritis. The dynamic exercise program itself is detailed, highlighting its components focused on cardiovascular capacity, strength, and coordination. The protocol details steps, instruments, and limitations.
Rheumatoid arthritis (RA) is a debilitating disease that can result in complications such as rheumatoid cachexia. While physical exercise has shown benefits for RA patients, its impact on hydration and body cell mass remains uncertain. The presence of pain, inflammation, and joint changes often restrict activity and make traditional body composition assessments unreliable due to altered hydration levels. Bioelectrical impedance is a commonly used method for estimating body composition, but it has limitations since it was primarily developed for the general population and does not consider changes in body composition. On the other hand, bioelectrical impedance vectorial analysis (BIVA) offers a more comprehensive approach. BIVA involves graphically interpreting resistance (R) and reactance (Xc), adjusted for height, to provide valuable information about hydration status and the integrity of the cell mass.
Twelve women with RA were included in this study. At the beginning of the study, hydration and body cell mass measurements were obtained using the BIVA method. Subsequently, the patients participated in a six-month dynamic exercise program encompassing cardiovascular capacity, strength, and coordination training. To evaluate changes in hydration and body cell mass, the differences in the R and Xc parameters, adjusted for height, were compared using BIVA confidence software. The results showed notable changes: resistance decreased after the exercise program, while reactance increased. BIVA, as a classification method, can effectively categorize patients into dehydration, overhydration, normal, athlete, thin, cachectic, and obese categories. This makes it a valuable tool for assessing RA patients, as it provides information independent of body weight or prediction equations. Overall, the implementation of BIVA in this study shed light on the effects of the exercise program on hydration and body cell mass in RA patients. Its advantages lie in its ability to provide comprehensive information and overcome the limitations of traditional body composition assessment methods.
Rheumatoid arthritis (RA) is a disabling disease that affects patients' functionality and independence due to acute joint pain, reduced muscle strength, and impaired physical function, all of which are associated with the inflammatory process inherent to the disease1,2. In advanced stages, persistent inflammation causes structural alterations leading to deformity, joint dysfunction, and rheumatoid cachexia, which is a poor prognostic factor for these patients3,4.
Rheumatoid cachexia is characterized by alterations in body composition, such as muscle loss with stable weight and increased fat mass, which can significantly impact the quality of life for these patients3,5,6. Various techniques are available to assess body composition, with the most widely used being bioelectrical impedance analysis (BIA). However, when conventional BIA analysis is used in subjects with altered body compositions, the estimations may be limited as they are based on prediction equations formulated for a healthy or normally hydrated population7,8.
A different approach, called bioelectrical impedance vector analysis (BIVA), utilizes the impedance vector based on graphical RXc. It utilizes impedance, resistance (R), and reactance (Xc) data corrected for height, resulting in a vector that provides information about the hydration state and integrity of the cell mass. BIVA is capable of classifying patients into categories such as dehydration, overhydration, normal, athlete, lean, cachectic, and obese, making it a valuable tool for RA patients8,9,10. Vectors located above or below the main axis (the left or right halves of the ellipses) have been associated with higher and lower cell mass in soft tissues, respectively. Forward and backward displacements of vectors parallel to the major axis are linked to dehydration and fluid overload. Athletes are defined as individuals with higher cell mass, potentially accompanied by dehydration. The lean classification refers to those with lower cell mass, potentially accompanied by dehydration, and the obese classification applies to individuals with higher cell mass, which may be accompanied by fluid overload. The classification of cachexia by BIVA is determined by high resistance and low reactance values, represented by the movement of the vector to the right of the graph, indicating a decrease in cell mass, potentially accompanied by an alteration in hydration status11 (Figure 1).
Conventional pharmacological treatments for RA primarily focus on reducing pain, inflammation, and joint damage progression, with limited attention given to alterations in body composition12. Among the non-pharmacological therapies commonly used in this population, exercise-based interventions have shown positive outcomes in improving functionality, fatigue, pain, joint mobility, aerobic capacity, muscle strength, endurance, flexibility, and psychological well-being. Importantly, these interventions have been shown to achieve these benefits without exacerbating symptoms or causing joint damage in patients without extensive pre-existing damage13,14,15,16,17. However, there is limited knowledge on implementing and evaluating changes in hydration and body cell mass status following exercise interventions in this population. These patients often experience pain, inflammation, and structural joint changes, limiting the types of activities they can engage in and further complicating body composition assessments using traditional approaches. This protocol aims to demonstrate how to evaluate changes in hydration and body cell mass status using bioelectrical impedance vectorial analysis after implementing a dynamic exercise program for patients with rheumatoid arthritis. Additionally, the protocol provides details of the dynamic exercise program, including cardiovascular capacity, strength, and coordination components, as well as the steps, instruments, limitations, and general considerations.
The present protocol was approved by and followed the Human Research and Ethics Committee guidelines of the National Institute of Medical Sciences and Nutrition Salvador Zubirán (Ref.: 1347). Informed consent was obtained from the human participants before participation in this study. Only patients in functional class I to III without total or partial arthroplasties18,19 and who were not candidates for prostheses were included in this study. Exclusion criteria included patients with cardiovascular disease, cancer, chronic kidney disease, pregnancy, or other autoimmune diseases that overlap with RA.
1. Recruitment of participants
2. Participant pre-test
NOTE: Pre-tests were performed 1 week before beginning the dynamic exercise program. Multifrequency bioelectrical impedance analysis equipment (see Table of Materials) was used, and measurements were performed with patients fasting for 4 to 5 h.
3. Dynamic exercise program
NOTE: The program was applied and supervised by a physiotherapist. An intervention duration of 48 sessions per patient was estimated. The exercise sessions were carried out in a mechanotherapy gym within a physiotherapy area belonging to the Rheumatology and Immunology department of the "INCMNSZ" with a duration of 90 min, twice a week.
4. Post-test evaluation
NOTE: The post-test assessment must be scheduled during the week after the last exercise session.
Results are presented for six female patients with RA who participated in a 48 session dynamic exercise program. The mean age of the patients was 52.7 ± 13.1 years, and their BMI was 26.8 ± 4.6. The average disease duration was 15.5 ± 6.1 years, and the disease activity, measured by Disease Activity Score 28, was classified as low activity with an average of 1.9 ± 1. Regarding disability, the Health Assessment Questionnaire Disability yielded an average score of 0.5 ± 0.3. For the six participants who did not undergo the exercise program, the mean age was 55.8 ± 7, and their BMI was 27.2 ± 4.8. The disease duration was 21.8 ± 10, and the disease activity was similar to the group that underwent the dynamic exercise program.
Table 1 displays the pharmacological treatment of the groups, as well as the concentrations of C-reactive protein (CRP) and erythrocyte sedimentation rate (ESR). No changes in pharmacological treatment were required for any patient during the intervention period, according to the treating rheumatologist.
Figure 2A illustrates the initial status of the six patients before the implementation of the dynamic exercise program. Each patient was positioned outside the 75% tolerance ellipses in the RXc graph, indicating cachexia according to the BIVA classification. The average resistance before the exercise program was 630 ± 88, and the reactance was 46.5 ± 7.4. Figure 2B demonstrates the change in BIVA classification after the implementation of the dynamic exercise program for the six patients shown in Figure 2A. They were reclassified as normal, according to BIVA. The average resistance was 577 ± 54.9, and the reactance was 57.5 ± 11.4.
Figure 3A shows the six patients who did not participate in the exercise program. Two patients were classified as cachexia, one as normal, and two as lean. Figure 3B displays the change in BIVA classification after 6 months for the patients shown in Figure 3A. According to the BIVA classification, the patients initially classified as lean moved to cachexia, and the patient initially in the normal classification also moved to cachexia.
The mean change in resistance per height (dR/H) after the implementation of the dynamic exercise program was -55.9 ± 51, and the mean change in reactance per height (dXc/H) was 10.7 ± 10.3. These changes are associated with increased cell membrane surface and membrane integrity (Xc component) relative to fluid volume (R component), reflecting higher body cell mass and improved cell function and muscle functionality (Figure 4A). In the group that did not undergo the dynamic exercise program, no statistically significant changes were observed after 6 months (Figure 4B).
Figure 1: Cachexia classification by BIVA. An RXc graph is shown, divided into quadrants, with tolerance ellipses of 50%, 75%, and 95%. In the lower right corner, a patient with a cachexia BIVA classification, marked with a black triangle, is exemplified. Please click here to view a larger version of this figure.
Figure 2: BIVA classification before and after implementing the dynamic exercise program. (A) The classification of the six patients before incorporating them into the exercise program is shown, and it can be observed that everyone had cachexia. (B) Changes in the BIVA classification after 48 sessions of the dynamic exercise program are shown, where it is observed that the six patients went from being classified with cachexia to being classified as normal. Please click here to view a larger version of this figure.
Figure 3: Basal BIVA classification and classification after six months in patients without an exercise program. (A) Classification of six patients at baseline measurement. (B) Changes after six months can be observed, where three patients shifted their classification to cachexia, while those who already had it remained unchanged. Please click here to view a larger version of this figure.
Figure 4: Changes in the R/H and Xc/H of patients who underwent an exercise program and those who did not. (A) The graph shows the vector of the mean of R/H and Xc/H and the confidence ellipse. The resistance decreased after the exercise program, while the reactance increased. (B) The graph shows the vector of the mean of R/H and Xc/H and the confidence ellipse. The resistance and reactance increased after six months. However, these changes were not statistically significant. Please click here to view a larger version of this figure.
Variables | Dynamic exercise program | No dynamic exercise program |
Age, years | 52.7 ± 13.1 | 55.8 ± 7 |
Disease duration, years | 15.5 ± 6.1 | 21.8 ± 10 |
Global Functional status, % | ||
I | 33.3 | 33.3 |
II | 66.6 | 33.3 |
III | – | 33.3 |
Disease activity score-28 | 1.9 ± 1 | 2.2 ± 0.8 |
HAQ-Di, score | 0.5 ± 0.3 | 0.25 |
BMI, kg/m2 | 26.8 ± 4.6 | 27.2 ± 4.8 |
CRP, mg/dL | 1.2 ± 0.9 | 1.9 ± 1 |
ESR, mm/h | 16.6 ± 8.5 | 12.5 ± 6.8 |
Pharmacological treatment, % | ||
Methotrexate | 100 | 83.3 |
Sulfasalazine | 33.3 | 50 |
Antimalarials | 66.6 | 16.6 |
Leflunomide | – | 50 |
Glucocorticoids | – | 33.3 |
Glucocorticoid’s dose, mg | NA | 5 |
Table 1: Characteristics of the participants. The table displays the characteristics of six participants who underwent a dynamic exercise program for 48 sessions and six participants who did not undergo the exercise program. Data such as age, weight, disease duration, disease activity, disability, CRP and ESR concentrations, and prescribed pharmacological treatment are presented. Please click here to download this Table.
In rheumatoid arthritis, the vicious circle of the disease has been described, which refers to the structural changes in joints caused by inflammation mechanisms; these changes, together with the chronic inflammatory state, lead to patients going through stages of great pain and inflammation, with structural changes in joints and as a consequence functional disability, that increase the risk of developing metabolic and cardiovascular diseases and alterations in body composition such as rheumatoid cachexia22. Exercise has been shown to reduce the symptoms of this disease, increase the quality of life, reduce the risk of other diseases23, and have a positive impact on the body composition of these patients. There are several methods to determine body composition; however, BIA is one of the most used because it is non-invasive, easily accessible, and simple to use. An analysis of body composition that is performed through BIA uses a low-frequency electric current. This current provides R values that are generated by the passage of the current through the fluids of the system, which allows an estimation of the intracellular and extracellular fluids24. Another measure provided by the BIA method is the Xc, which is the force that opposes the passage of the current through the cell membranes and allows an estimation of the cell mass of an individual; using the values of R, Xc, and body weight, it is possible to obtain through prediction equations the fat-free mass, total body water, and fat mass24. Several types of BIA equipment present different variabilities. The equipment described in this protocol is multifrequency equipment that measures impedance at different frequencies (5, 50, 50, 100, 200, and 500 kHz), which allows differentiation between intracellular and extracellular water because at lower frequencies, the impedance to current flow allows the determination of extracellular water, while at higher frequencies the impedance can be used to determine total body water and, by derivation, intracellular water25.
The use of BIA in clinical conditions such as AR presents some limitations because it is common in these patients to find total or partial arthroplasties. The surgical implants used are mainly made of metals such as steel, titanium, cobalt, and chromium, with the use of other materials such as ceramics, hydroxyapatites, and polyethylenes. These materials can increase or decrease electrical conductivity, and it is difficult to predict how they will affect the estimates of body composition26. On the other hand, deformities in the hands and feet are frequent and can influence the correct anatomical locations of the electrodes, which affects the results that are obtained. Another important limitation of the BIA method occurs when there are alterations in the distribution of body fluids or abnormal body geometries. Due to the pathophysiology of AR, using body composition estimates through the BIA method does not provide reliable data. To avoid this limitation and to be able to use the BIA method in populations with these alterations, it has been proposed to use the raw impedance data through BIVA, which presents the data through an RXc graph that represents specific sex and race and the tolerance ellipses of a comparative reference population27. The advantage of this method is that it provides information independent of body weight or prediction equations, so it is not influenced by hydration status or body alterations. This method can identify the hydration status through the R/H axis and the cell mass on the Xc/H axis28. It also allows us to make intra- and inter-subject comparisons; evaluate post-intervention changes in these variables; and categorize patients with cachexia, a condition that is reflected as an increase in R/H that has been associated with decreased muscle function and a decrease in Xc/h that has been associated with a loss of muscle strength, which is essential in patients with AR29. As for the limitations of BIVA,this is an indirect method to assess muscle function. We did not conduct an evaluation of muscle function or strength to support our findings. However, it is necessary to have the tolerance ellipses validated for the study population; using ellipses from different populations could lead to erroneous and invalid conclusions, and it is also essential to have the BIVA tolerance R-Xc graph software. Furthermore, it is worth noting that dual-energy X-ray absorptiometry (DXA) is widely considered the gold standard for measuring body composition. Although we did not directly compare the agreement between these two techniques, there are existing studies that have conducted such comparisons. These studies have found that the BIVA method demonstrates good concordance with DXA regarding total body water (TBW), extracellular water (ECW), and intracellular water (ICW). However, it should be noted that, to our knowledge, no specific comparison has been made regarding cell mass30.
One drawback of the BIVA method is the inability to assess fat mass or fat-free mass. Nevertheless, it offers the advantage of categorizing patients based on their cell mass and hydration status, which distinguishes it from DXA.
The determination of hydration status and cell mass using BIVA is a useful tool to assess changes in body composition in patients with AR, which may be derived from the pathophysiology of the disease, pharmacological treatments, and dietary or exercise interventions, so it is essential to apply in health services as an integral part of the evaluation of a patient with AR.
According to Hurkmans, dynamic exercise is characterized as an exercise therapy that involves sufficient intensity, duration, and frequency to enhance aerobic capacity and muscle strength and positively impact the functionality of patients with rheumatoid arthritis (RA)13. Based on the American College of Sports Medicine, dynamic exercise refers to the practice of aerobic exercise where the maximum heart rate (HRmax) is maintained between 55% and 80%31.
This type of exercise encompasses changes in body positions, enabling targeted work on joint mobility ranges. Moreover, it combines various components such as aerobic exercise, strength training, flexibility exercises, and coordination exercises. Our program is based on the Rheumatoid Arthritis Patients in Training (RAPIT) protocol, which has demonstrated its safety and effectiveness for patients with similar characteristics to ours15.
The exercise program presented here was designed to be applied to patients with RA with functional classes I to III. Patients with functional class IV are not suitable to carry out this program due to functional limitations and dependence when carrying out any activity17. The exercise program can be safely applied to overweight or obese patients with RA, as cardiovascular factors are taken into account to ensure safety. Patients with total or partial arthroplasties are also not suitable to carry out the program since joint dynamics are altered. It is not recommended to carry out this exercise protocol without prior supervision or instruction from an expert since it is necessary to understand the joint situation, disease activity, and disability level to avoid putting stress on the joints or causing pain or inflammation in the joints. The exercise program proposed in this study has an extended duration of 6 months. However, we did not assess changes in hydration or cellular mass before this period. Therefore, future investigations could explore interventions of shorter durations to determine if any changes occur in these aspects.
The authors have nothing to disclose.
The authors would like to thank professors Piccoli and Pastori of the Department of Medical and Surgical Sciences, University of Padova, Italy, for providing the BIVA software. Also, to Dr. Luis Llorente and Dra. Andrea Hinojosa-Azaola from the Department of Immunology and Rheumatology at the INCMNSZ for rheumatological assessment of patients. This work was supported by the CONACyT which sponsored the scholarship CVU 777701 for Mariel Lozada Mellado during his Ph.D. course study and through the Research Project Grant 000000000261652. The sponsor did not have any role in the study design or in the collection, analysis, or interpretation of data, nor in the writing of the report and in the decision to submit the paper for publication.
Alcohol 70% swabs | NA | NA | Any brand can be used |
bicycle ergometer | NA | NA | Any brand can be used |
BIVA tolerance software 2002 | NA | NA | Is a sofware created for academic use, can be download in http://www.renalgate.it/formule_calcolatori/bioimpedenza.htm in "LE FORMULE DEL Prof. Piccoli" section |
BIVA confidence software | NA | NA | Is a sofware created for academic use, can be download in http://www.renalgate.it/formule_calcolatori/bioimpedenza.htm in "LE FORMULE DEL Prof. Piccoli" section |
Chair | NA | NA | Any brand can be used |
Chlorhexidine | NA | NA | Any brand can be used, 0.05% |
Examination table | NA | NA | Any brand can be used |
Leadwires square socket | BodyStat | SQ-WIRES | |
Long Bodystat 0525 electrodes | BodyStat | BS-EL4000 | |
Plastic ball | NA | NA | Any brand can be used, 30 cm |
Pulse oximeter | NA | NA | Any brand can be used |
Quadscan 4000 equipment | BodyStat | BS-4000 | Impedance measuring range: 20 – 1300 Ω ohms Test Current: 620 μA Frequency: 5, 50, 100, 200 kHz Accuracy: Impedance 5 kHz: +/- 2 Ω Impedance 50 kHz: +/- 2 Ω Impedance 100 kHz: +/- 3 Ω Impedance 200 kHz: +/- 3 Ω Resistance 50 kHz: +/- 2 Ω Reactance 50 kHz: +/- 1 Ω Phase Angle 50 kHz: +/- 0.2° Calibration: A resistor is supplied for independent verification from time to time. The impedance value should read between 496 and 503 Ω. |
Resistence bands | NA | NA | Any brand can be used, with resistence of 0.5 kg to 3.2 kg |
Stationary bicycle | NA | NA | Any brand can be used |
Treadmill | NA | NA | Any brand can be used |
Wooden stick | NA | NA | Any brand can be used, 1.5m in large and <1kg |