Literature DB >> 30057785

Electrical impedance myography as a biomarker of myostatin inhibition with ActRIIB-mFc: a study in wild-type mice.

Janice A Nagy1,1, Kush Kapur2,2, Rebecca S Taylor1,1, Benjamin Sanchez1,1, Seward B Rutkove1,1.   

Abstract

AIM: We sought to determine the sensitivity of electrical impedance myography (EIM) to myofiber hypertrophy induced by treatment with various doses of ActRIIB-mFc, an inhibitor of myostatin signaling.
METHODS: Wild-type C57BL/6 J mice (n = 40, male) were treated with three different doses of ActRIIB-mFc (i.e., RAP-031) or vehicle twice weekly for 5 weeks. End point assessments included gastrocnemius EIM, force measurements, muscle mass and myofiber size quantification.
RESULTS: ActRIIB-mFc increased body mass, muscle mass and myofiber size across all doses. Alterations in EIM 50 kHz phase and center frequency (fc) were also present, with trends in a dose-dependent fashion. Significant correlations between EIM parameters and myofiber/functional data were identified.
CONCLUSION: EIM outcomes can serve as effective biomarkers of myostatin signaling inhibition, demonstrating a dose sensitivity and correlation to standard assessments.

Entities:  

Keywords:  ActRIIB-mFc; electrical impedance; mouse; myofiber hypertrophy; myography; myostatin inhibition; phase; reactance; resistance

Year:  2018        PMID: 30057785      PMCID: PMC6060391          DOI: 10.4155/fsoa-2018-0002

Source DB:  PubMed          Journal:  Future Sci OA        ISSN: 2056-5623


Better biomarkers to assess drug effect in neuromuscular disease clinical trials are needed. Although standard clinical outcome measures, such as functional testing, handheld dynamometry [1] and the 6-min walk test [2], are valuable, they also have a variety of drawbacks. These include most importantly requiring the cooperation and understanding of the patient undergoing testing and a skilled physical therapist or evaluator performing the measurements. Yet, these outcomes can still be affected by the emotional state of the patient and can be fatiguing and time consuming to perform. The use of such measures often translates into large sample size requirements and long study periods in order to identify treatment effects for many of these disorders [3]. For this reason, there has been a strong effort to establish pharmacodynamic biomarkers for the assessment of neuromuscular disease; that is, markers that are sensitive to drug efficacy. Electrical impedance myography (EIM) is an impedance-based technique that has been receiving increasing attention as a tool that could serve such a role in clinical trials [4]. Multiple studies have demonstrated its sensitivity to disease progression, including in amyotrophic lateral sclerosis [5], Duchenne muscular dystrophy [6], spinal muscular atrophy [7] and even potentially in sarcopenia [8,9]. However, there has been relatively little work to date assessing its potential sensitivity to drug effect and there has been no study to our knowledge assessing its ability to detect a dose–response relationship. In this study, we sought to assess that final point by performing a basic assessment of EIM's sensitivity to dose by measuring a group of wild-type mice treated with three different doses of ActRIIB-mFc, and its relationship to myofiber size and function. ActRIIB-mFc (also termed RAP-031, Acceleron Pharma, MA, USA) is a protein comprised of a form of the extracellular domain of ActRIIB fused to a mouse Fc that acts as a ligand trap to inhibit myostatin signaling [10,11]. Previously, only one other study evaluated EIM's response to ActRIIB-mFc, and that was only at a single full dose [12]. Administration of either ActRIIB-mFc or ActRIIB-hFc has been shown to result in a substantial muscle mass increase in normal mice [11-18], and thus in this study we sought to evaluate EIM's sensitivity to dose, helping to further establish its potential value as biomarker of muscle status.

Materials & methods

Animals

All animal procedures were carried out in strict accordance with the recommendations in the Guide for the Care and Use of Laboratory Animals of the NIH and approved by the Institutional Animal Care and Use Committee at Beth Israel Deaconess Medical Center (Protocol #087–2016). Forty male wild-type mice (C57BL6J, 8 weeks of age) were obtained from the Jackson Laboratories (ME, USA). Mice were given ad libitum access to food (Formulab Diet 5008, LabDiet, MO, USA) and water. Animals were allowed to acclimate at least 72 h prior to testing. At the conclusion of all studies, the animals were euthanized with carbon dioxide.

Treatment with the myostatin ligand trap ActRIIB-mFc

Starting at 9 weeks of age, mice were divided randomly into four groups of 10 mice per group. Mice were treated twice weekly for 5 weeks with subcutaneous (sc.) injections of either phosphate-buffered saline (PBS) or ActRIIB-mFc at doses of 3.3, 6.6 or 9.9 mg/kg. These doses were based on previous literature [10-12]. Animals were weighed weekly with an analytical balance to ensure correct dosing throughout the course of the study. All subsequent procedures, described below, were performed after 5 weeks of treatment with ActRIIB-mFc.

Grip strength assessment

Fore limb and hind limb grip strength were measured by a grip strength meter with standard pull bar (CAT #1027CSM, Columbus Instruments, OH, USA). The mouse was first allowed to grip the pull bar and then the investigator, grasping the lower back of the animal, pulled the animal away from the bar until it lost its grip. The maximum force out of five trials was recorded. This test was performed separately on the fore and hind limbs.

Animal preparation for EIM & in situ force measurements

EIM and in situ force experiments were performed under 1–2% inhaled isoflurane anesthesia delivered by nose cone with body and muscle temperature being maintained by a heating pad (37 °C). Both hind limbs were taped to the measuring surface at an approximately 45° angle extending out from the body in preparation for measurements.

Electrical impedance myography

After shaving the left hind limb, a depilatory agent was then applied to remove residual fur, and the skin was cleaned with 0.9% saline solution. A fixed rigid four-electrode impedance-measuring array was applied over the left gastrocnemius muscle. EIM measurements were performed with the mView EIM System (Myolex, Inc., CA, USA), obtaining impedance data at 41 frequencies from 1 kHz to 10 MHz as previously described [19]. The device was connected to the electrode array via a ‘cradle’ adapter available from the company. The two major outcomes of interest in this study were the 50 kHz phase, extracted from the multifrequency data and the ‘center frequency’ (fc), a multifrequency measure thought to represent the relative size of cells [20].

In situ muscle force measurements

In situ muscle force measurements were performed, as previously described [12]. Briefly, a nonsurvival surgery was performed to expose the left gastrocnemius muscle and calcaneal tendon, the latter of which was cut and attached via silk suture to the force lever arm and the leg stabilized by inserting a disposable monopolar needle (902-DMF37-S, Natus Neurology, WI, USA) through the knee joint. Twitch and tetanic force were recorded following stimulation of the sciatic nerve with 200 ms square pulses via insulated monopolar needles (F-E2M-48, Grass Technologies, RI, USA). A high-speed servo motor-based apparatus (Model 305C, Aurora Scientific, ON, Canada) was used to measure force output. Stimulation current and resting tension were adjusted to maximize twitch force produced by a single stimulus pulse. All subsequent isometric tetanic force data were collected at this stimulation current and resting tension. Isometric force frequency relationship was recorded after stimulation by a train of square wave stimuli and maximum isometric tetanic force was recorded. Animals were then euthanized.

Muscle histology

After euthanasia, the left gastrocnemius was harvested and the wet mass of the excised muscle was determined using a standard analytical balance. Normalized muscle mass was calculated by taking this wet muscle mass and dividing by the mass of the mouse prior to muscle excision. Muscle tissue was placed in 10% buffered formalin and fixed for at least 48 h. Samples were then embedded in paraffin blocks, sectioned into 10 mm slices and stained with anticollagen VI antibody (Abcam ab6588). Sections were subsequently imaged at 20× with a Zeiss Axio Imager M1 epifluorescence microscope and fiber area was measured using Volocity® software (PerkinElmer, Akron, OH, USA).

Data analysis

The EIM resistance (R) and reactance (X) were extracted at 50 kHz and phase (θ) was calculated via the equation θ = arctan (X/R). Multifrequency resistance and reactance data were then used to extract the Cole parameters, a series of parameters that offer potential information on tissue histology: these include α (a measure of cell size variation), R0/Rinf (a measure of cell density) and fc (a myofiber size) [12,20,21]. Statistical analysis on the physiological data, the raw impedance values and the Cole parameters was then performed using GraphPad Prism (GraphPad Software, Inc., CA, USA). All mass, grip strength, force and 50 kHz EIM data are reported as mean ± standard error of the mean. Multiple group comparisons were performed by ordinary one-way analysis of variance (ANOVA) with post-hoc t-tests using Tukey's multiple comparisons test. For correlation analyses, the Pearson correlation coefficient was calculated. Findings were considered significant with p < 0.05, two tailed.

Results

Basic data

Figure 1 shows the most interesting standard outcomes after 5 weeks of treatment on the standard metrics of body mass, muscle mass, fore limb grip strength, mean fiber area, maximum tetanic force and maximum twitch force. The complete dataset and associated statistics are also provided in Table 1. Trends are apparent in almost all parameters with increasing/improving parameters paralleling increasing ActRIIB-mFc dose. Significant ANOVA were observed with body mass, muscle mass, fore limb grip strength, mean fiber area and maximum twitch force with post-hoc tests confirming a difference only with PBS compared with each of the doses (and not between the different doses). This finding suggests that our choice of dosing may have been less than ideal, since there appeared to be, in general, relatively minor difference between effects of 3.3, 6.6 and 9.9 mg/kg.

Summary of basic physiological parameters and force data across all three doses of ActRIIB-mFc.

(A) Body mass; (B) muscle mass; (C) fore limb grip strength; (D) mean fiber area; (E) gastrocnemius in situ tetanic force; (F) gastrocnemius in situ twitch force.

†p < 0.05; ‡p < 0.01; §p < 0.001; ¶p < 0.0001.

Post-hoc p-values are reported for the comparison between each individual ActRIIB-mFc dose versus the phosphate-buffered saline control. Post-hoc p-values for the comparison between the various ActRIIB-mFc doses were not significant.

ns: Not significant.

Body mass, muscle mass, grip strength, muscle force and myofiber size.

CharacteristicPBS (n = 9)ActRIIB-mFc dose mg/kgANOVA p-valuePost-hoc p-value

  3.3 (n = 10)6.6 (n = 9)9.9 (n = 10)  
Body mass (g)28.06 ± 0.7532.17 ± 0.7732.74 ± 0.8134.61 ± 0.760.00010.00350.0011<0.0001

Absolute muscle mass (g)0.191 ± 0.00700.220 ± 0.00550.224 ± 0.0130.234 ± 0.00750.0065nsns0.0059

Normalized muscle mass (g/g)0.0069 ± 0.00030.0069 ± 0.00020.0068 ± 0.00030.0068 ± 0.0002nsnsnsns

Fore limb grip strength (g)146.6 ± 5.5166.6 ± 7.8159.6 ± 10.1181.6 ± 8.00.0314nsns0.0201

Hind limb grip strength (g)34.0 ± 5.237.9 ± 9.232.9 ± 5.647.7 ± 6.5nsnsnsns

Normalized fore limb grip strength (g/g)5.234 ± 0.1785.177 ± 0.2154.883 ± 0.3005.263 ± 0.239nsnsnsns

Normalized hind limb grip strength (g/g)1.235 ± 0.2131.167 ± 0.2661.004 ± 0.1701.378 ± 0.194nsnsnsns

Twitch force (mN)767.2 ± 50.02829.6 ± 33.97905.4 ± 34.83939.9 ± 42.350.0233nsns0.0246

Tetanic force (mN)2783 ± 1632871 ± 1233145 ± 1533167 ± 238nsnsnsns

Normalized twitch force (mN/g)27.38 ± 1.6725.94 ± 1.3127.82 ± 1.3627.29 ± 1.34nsnsnsns

Normalized tetanic force (mN/g)99.65 ± 6.1889.80 ± 4.5896.13 ± 4.6292.15 ± 7.21nsnsnsns

Mean fiber area (μm2)1673 ± 652310 ± 1312284 ± 1672621 ± 1240.0010.00620.0114<0.0001

For muscle fiber cross-sectional area: PBS (1680 fibers); ActRIIB-mFc @ 3.3 mg/kg (1486 fibers); ActRIIB-mFc @ 6.6 mg/kg (1299 fibers); ActRIIB-mFc @ 9.9 mg/kg (1255 fibers) were analyzed. Grip strength and muscle force were normalized to body mass. Data shown as mean ± standard error of the mean.

Post-hoc p-values are reported for the comparison between each individual ActRIIB-mFc dose versus the PBS control. None of the post-hoc p-values for the comparison between the various ActRIIB-mFc doses were significant.

ANOVA: Analysis of variance; ns: Not significant; PBS: Phosphate-buffered saline.

Summary of basic physiological parameters and force data across all three doses of ActRIIB-mFc.

(A) Body mass; (B) muscle mass; (C) fore limb grip strength; (D) mean fiber area; (E) gastrocnemius in situ tetanic force; (F) gastrocnemius in situ twitch force. †p < 0.05; ‡p < 0.01; §p < 0.001; ¶p < 0.0001. Post-hoc p-values are reported for the comparison between each individual ActRIIB-mFc dose versus the phosphate-buffered saline control. Post-hoc p-values for the comparison between the various ActRIIB-mFc doses were not significant. ns: Not significant. For muscle fiber cross-sectional area: PBS (1680 fibers); ActRIIB-mFc @ 3.3 mg/kg (1486 fibers); ActRIIB-mFc @ 6.6 mg/kg (1299 fibers); ActRIIB-mFc @ 9.9 mg/kg (1255 fibers) were analyzed. Grip strength and muscle force were normalized to body mass. Data shown as mean ± standard error of the mean. Post-hoc p-values are reported for the comparison between each individual ActRIIB-mFc dose versus the PBS control. None of the post-hoc p-values for the comparison between the various ActRIIB-mFc doses were significant. ANOVA: Analysis of variance; ns: Not significant; PBS: Phosphate-buffered saline.

EIM & Cole parameters

Both the EIM transverse 50 kHz phase and the Cole fc parameter were highly significantly different in all three ActRIIB-mFc-treated groups as compared with the animals treated with PBS (Figure 2 & Table 2); the data in the longitudinal direction were not significantly different from that found in PBS-treated animals for mice treated with any of the ActRIIB-mFc doses.

Longitudinal and transverse electrical impedance myography and Cole parameters for the left gastrocnemius muscle.

(A) Longitudinal 50 kHz phase; (B) longitudinal fc; (C) transverse 50 kHz phase; (D) transverse fc.

†p < 0.05; ‡p < 0.01.

Post-hoc p-values are reported for the comparison between each individual ActRIIB-mFc dose versus the phosphate-buffered saline control. Post-hoc p-values for the comparison between the various ActRIIB-mFc doses were not significant.

fc: center frequency; ns: Not significant.

Longitudinal and transverse 50 kHz electrical impedance myography and Cole parameters of the left gastrocnemius.

Direction of measurementImpedance parameterPBS (n = 8)ActRIIB-mFc dose mg/kgANOVA p-valuesPost-hoc p-value

   3.3 (n = 8)6.6 (n = 8)9.9 (n = 9)  
Longitudinal50 kHz phase20.77 ± 0.52521.04 ± 0.61922.18 ± 0.60122.63 ± 0.2950.0451nsnsns

 50 kHz reactance90.02 ± 3.4980.66 ± 6.0192.41 ± 4.7289.00 ± 2.26nsnsnsns

 50 kHz resistance237.0 ± 4.98207.7 ± 10.82225.9 ± 7.29213.4 ± 3.780.03170.0347nsns

Transverse50 kHz phase22.61 ± 0.56725.13 ± 0.45325.34 ± 0.49925.97 ± 0.5070.00040.00880.00430.0003

 50 kHz reactance126.6 ± 6.50135.5 ± 7.51155.6 ± 12.35134.5 ± 4.99nsnsnsns

 50 kHz resistance304.6 ± 15.14288.5 ± 13.81332.8 ± 34.94275.5 ± 5.73nsnsnsns

Longitudinalfc (kHz)37,705 ± 247531,873 ± 476030,127 ± 515031,482 ± 3219nsnsnsns

 R0/Rinf3.67 ± 0.2063.68 ± 0.2983.846 ± 0.2294.34 ± 0.087nsnsnsns

 α0.7506 ± 0.02280.7093 ± 0.01160.7602 ± 0.02080.7075 ± 0.0082nsnsnsns

Transversefc (kHz)58,423 ± 402138,875 ± 318240,097 ± 294036,487 ± 2125<0.00010.00070.00150.0001

 R0/Rinf5.414 ± 0.3446.065 ± 0.3375.861 ± 0.3466.385 ± 0.236nsnsnsns

 α0.7347 ± 0.02430.7131 ± 0.0100.7481 ± 0.02540.7145 ± 0.0095nsnsnsns

Phase shown in degrees, and reactance and resistance are shown in ohms. Data presented as mean ± standard error of the mean.

Post-hoc p-values are reported for the comparison between each individual ActRIIB-mFc dose versus the PBS control. None of the post-hoc p-values for the comparison between the various ActRIIB-mFc doses were significant.

ANOVA: analysis of variance; fc: Center frequency; ns: Not significant; PBS: Phosphate-buffered saline.

Longitudinal and transverse electrical impedance myography and Cole parameters for the left gastrocnemius muscle.

(A) Longitudinal 50 kHz phase; (B) longitudinal fc; (C) transverse 50 kHz phase; (D) transverse fc. †p < 0.05; ‡p < 0.01. Post-hoc p-values are reported for the comparison between each individual ActRIIB-mFc dose versus the phosphate-buffered saline control. Post-hoc p-values for the comparison between the various ActRIIB-mFc doses were not significant. fc: center frequency; ns: Not significant. Phase shown in degrees, and reactance and resistance are shown in ohms. Data presented as mean ± standard error of the mean. Post-hoc p-values are reported for the comparison between each individual ActRIIB-mFc dose versus the PBS control. None of the post-hoc p-values for the comparison between the various ActRIIB-mFc doses were significant. ANOVA: analysis of variance; fc: Center frequency; ns: Not significant; PBS: Phosphate-buffered saline.

Correlation to myofiber size & impedance parameters

Figure 3 shows the correlation between two impedance parameters (i.e., p50_t and fc_t) with muscle mass, myofiber size and maximum twitch force across all the animals at all doses demonstrating significant relationships across all groups, except for the p50_t versus twitch force. The full dataset is provided in Table 3.

Correlations between transverse electrical impedance myography and Cole parameters, and muscle mass, mean fiber area and maximum twitch force.

(A) Transverse 50 kHz phase versus muscle mass; (B) transverse 50 kHz phase versus mean fiber area; (C) transverse 50 kHz phase versus maximum twitch force; (D) transverse fc versus muscle mass; (E) transverse fc versus mean fiber area; (F) transverse fc versus maximum twitch force.

fc: Center frequency.

Correlations between 50 kHz electrical impedance myography parameters, grip strength, muscle mass, twitch force, tetanic force & mean cross-sectional area.

Impedance feature categorySpecific impedance valueBody massMuscle massFore limb grip strengthMaximum twitch forceMaximum tetanic forceMean fiber area
Longitudinal 50 kHz EIM parametersPhaser = 0.261p = 0.142r = 0.247p = 0.166r = 0.222p = 0.215r = 0.210p = 0.241r = 0.219p = 0.220r = 0.041p = 0.822

 Reactancer = -0.164p = 0.363r = -0.134p = 0.456r = -0.197p = 0.272r = 0.047p = 0.797r = 0.033p = 0.857r = -0.268p = 0.132

 Resistancer = -0.455p = 0.0078r = -0.400p = 0.021r = -0.465p = 0.006r = -0.091p = 0.614r = -0.112p = 0.534r = -0.408p = 0.018

Longitudinal Cole parametersfcr = -0.192p = 0.284r = -0.123p = 0.494r = -0.169p = 0.347r = -0.174p = 0.332r = -0.115p = 0.524r = -0.088p = 0.627

 R0/Rinfr = 0.200p = 0.264r = 0.156p = 0.385r = 0.171p = 0.340r = 0.172p = 0.339r = 0.100p = 0.581r = 0.111p = 0.539

 αr = -0.366p = 0.0361r = -0.180p = 0.317r = -0.200p = 0.265r = -0.048p = 0.790r = 0.013p = 0.942r = -0.320p = 0.069

Transverse 50 kHz EIM parametersPhaser = 0.482p = 0.0045r = 0.431p = 0.012r = 0.203p = 0.258r = 0.286p = 0.107r = 0.116p = 0.521r = 0.394p = 0.023

 Reactancer = 0.235p = 0.188r = 0.234p = 0.154r = -0.263p = 0.139r = 0.058p = 0.750r = 0.115p = 0.526r = 0.231p = 0.196

 Resistancer = 0.018p = 0.923r = 0.064p = 0.723r = -0.326p = 0.064r = -0.080p = 0.659r = 0.063p = 0.727r = 0.046p = 0.800

Transverse Cole parametersfcr = -0.495p = 0.0034r = -0.390p = 0.025r = -0.280p = 0.115r = -0.385p = 0.027r = -0.218p = 0.223r = -0.386p = 0.026

 R0/Rinfr = 0.253p = 0.156r = 0.543p = 0.001r = 0.177p = 0.325r = 0.438p = 0.011r = 0.376p = 0.031r = 0.169p = 0.346

 αr = -0.083p = 0.647r = -0.348p = 0.047r = -0.284p = 0.110r = -0.457p = 0.007r = -0.465p = 0.006r = -0.054p = 0.764

Data from a total of 33 mice (8 PBS; 8 ActRIIB-mFc @ 3.3 mg/kg; 8 ActRIIB-mFc @ 6.6 mg/kg; 9 ActRIIB-mFc @ 9.9 mg/kg) were included for each correlation. Pearson correlation coefficients (r) and p values (p) are shown.

EIM: Electrical impedance myography; fc: Center frequency; PBS: Phosphate-buffered saline.

Correlations between transverse electrical impedance myography and Cole parameters, and muscle mass, mean fiber area and maximum twitch force.

(A) Transverse 50 kHz phase versus muscle mass; (B) transverse 50 kHz phase versus mean fiber area; (C) transverse 50 kHz phase versus maximum twitch force; (D) transverse fc versus muscle mass; (E) transverse fc versus mean fiber area; (F) transverse fc versus maximum twitch force. fc: Center frequency. Data from a total of 33 mice (8 PBS; 8 ActRIIB-mFc @ 3.3 mg/kg; 8 ActRIIB-mFc @ 6.6 mg/kg; 9 ActRIIB-mFc @ 9.9 mg/kg) were included for each correlation. Pearson correlation coefficients (r) and p values (p) are shown. EIM: Electrical impedance myography; fc: Center frequency; PBS: Phosphate-buffered saline.

Discussion

Taken together, these results confirm the capability of EIM to detect a relationship to myofiber size and other outcomes with varying doses of ActRIIB-mFc, a potent inducer of myofiber hypertrophy. The greatest limitation of our study design was our choice of doses to test; whereas we anticipated a linear impact on myofiber size with escalating dose, in fact, no significant difference could be identified for any outcome assessment across the three doses, except for animal body mass and mean fiber area. Nevertheless, the trends across the three doses were apparent on histology, functional measures and the EIM data itself. Other studies evaluating EIM's sensitivity to actual drug effect have been limited. There has been one previous study evaluating EIM previously detecting the impact of myostatin inhibition of ActRIIB-mFc (also termed RAP-031) [12]. But this study looked at relatively few animals, performed measurements in only a single direction (longitudinal), and studied only one dose. In addition, one human study identified the impact of corticosteroids on EIM in patients with Duchenne muscular dystrophy [6]. Perhaps the closest study that attempted to show a differential effect of medication on the EIM parameters was in spinal muscular atrophy mice, in which mice with a severe form of the disease (the SMNΔ7 mouse) were treated with identical doses of antisense oligonucleotides at different ages shortly after birth [22]; animals that were treated later had a more severe phenotype; those treated earlier had a milder phenotype. EIM was able to detect these differences. In this study, we were mainly interested in a relatively restricted set of impedance parameters, namely the 50 kHz phase values and the Cole-modeled impedance parameter, fc, obtained both in the longitudinal and transverse directions. The main reason for not focusing on the raw 50 kHz resistance and reactance values in this situation is that the changes in these values more likely reflect changes in muscle mass rather than changes due to the inherent structure of the myofibers themselves. While there are several Cole parameters, fc is most closely tied to myofiber size and thus we anticipated the greatest changes in this one parameter. The difference in transverse versus longitudinal data is also of interest. In transverse measurements, the electrical current is passed perpendicular to the fiber direction (i.e., current is passed in the medial–lateral direction and the voltage measured in that same direction); in longitudinal measurements, the current is passed parallel to the myofibers (i.e., proximal to distal). In the transverse direction, current is forced across myofibers and would thus be more likely to detect changes in their size than might be the case in the longitudinal direction; longitudinal changes would be anticipated in being more sensitive to changes in the interstitium. There are several limitations to this study that need to be highlighted. The first, as already stated, was that the doses of ActRIIB-mFc we chose were too similar, all three inducing similar degrees of change in muscle fiber size. Perhaps, if we had still larger sample sizes, we may have been able to detect a significance difference between these doses, as trends do appear. Nevertheless, it would have been preferable to use a different and perhaps wider range of doses (e.g., 1, 2 and 5 mg/kg and possibly doses >10 mg/kg). Of note, a previous dose–response study indicated that the maximal efficacy on lean tissue mass was observed with the bi-weekly administration of ActRIIB-mFc at a dose 10 mg/kg in mice [17]. In addition, in this study we only evaluated wild-type animals, since our main goal was simply in demonstrating EIM's potential applicability as a biomarker of drug effect. A similar study in a disease in which we anticipate drug efficacy would be an important next step to pursue. Nevertheless, by studying the effect in wild-type animals, we provide the ‘cleanest’ example of EIM's potential capability of detecting a differential drug effect. A final more minor limitation is that we used formalin fixation in lieu of frozen, which may produce some degree of shrinkage in the tissue. However, such shrinkage is likely minor and would have affected all specimens similarly and thus not impact the overall results of the study. In addition, our untreated mouse myofiber size was well within the expected range for adult mice.

Conclusion

The value of this study is that it demonstrates EIM's capability to offer data that are well correlated to standard measures that are more challenging to obtain. We show here that EIM parameters of 50 kHz phase and the fc show a moderate correlation to multiple features of the drug treatment, including the myofiber cross-sectional area, muscle mass and twitch/isometric force. Thus, it is conceivable that this technology may ultimately be able to serve as a biomarker or potentially as a surrogate outcome in future clinical trials. Given its ease of use, both in animals and in humans, it could serve as a simple measure of drug effect that provides direct correlation to histological and force-generating aspects of the muscle, without the need for invasive biopsy or extended functional measurements.

Future perspective

We anticipate the broader neuromuscular disease field will gradually incorporate additional tools such as EIM to evaluate muscle condition in a variety of diseases rather than some of the standard functional outcome measures currently in use. The initial purpose will be to help speed clinical trials and therapeutic testing in general. In addition, it is likely that such approaches will begin to reach mainstream clinical care, especially as some of these tools can be used at home to provide a more detailed picture of therapeutic trends over time. ActRIIB-mFc, a potent inducer of myofiber hypertrophy, increased body mass, muscle mass and myofiber size across all doses tested. Dose-dependent trends were observed in two electrical impedance myography (EIM) parameters: the 50 kHz phase and fc, the center frequency. Significant correlations were identified between EIM parameters and myofiber cross-sectional area. Significant correlations were identified between EIM parameters and muscle mass. Significant correlations were identified between EIM parameters and functional measures. EIM outcomes can serve as effective biomarkers of myofiber hypertrophy. EIM obviates the need for invasive biopsy or extended functional measurements and can function as a pharmacodynamic biomarker for the assessment of drug efficacy in neuromuscular disease.
  21 in total

1.  Administration of a soluble activin type IIB receptor promotes skeletal muscle growth independent of fiber type.

Authors:  Samuel M Cadena; Kathleen N Tomkinson; Travis E Monnell; Matthew S Spaits; Ravindra Kumar; Kathryn W Underwood; R Scott Pearsall; Jennifer L Lachey
Journal:  J Appl Physiol (1985)       Date:  2010-05-13

2.  Treatment with ActRIIB-mFc Produces Myofiber Growth and Improves Lifespan in the Acta1 H40Y Murine Model of Nemaline Myopathy.

Authors:  Jennifer Tinklenberg; Hui Meng; Lin Yang; Fujun Liu; Raymond G Hoffmann; Mahua Dasgupta; Kenneth P Allen; Alan H Beggs; Edna C Hardeman; R Scott Pearsall; Robert H Fitts; Michael W Lawlor
Journal:  Am J Pathol       Date:  2016-04-18       Impact factor: 4.307

3.  Electrical impedance myography for assessment of Duchenne muscular dystrophy.

Authors:  Seward B Rutkove; Kush Kapur; Craig M Zaidman; Jim S Wu; Amy Pasternak; Lavanya Madabusi; Sung Yim; Adam Pacheck; Heather Szelag; Tim Harrington; Basil T Darras
Journal:  Ann Neurol       Date:  2017-05-04       Impact factor: 10.422

Review 4.  Present Uses, Future Applications, and Technical Underpinnings of Electrical Impedance Myography.

Authors:  Benjamin Sanchez; Seward B Rutkove
Journal:  Curr Neurol Neurosci Rep       Date:  2017-09-20       Impact factor: 5.081

5.  Accuracy, reproducibility, and variability of hand-held dynamometry in motor neuron disease.

Authors:  A Goonetilleke; H Modarres-Sadeghi; R J Guiloff
Journal:  J Neurol Neurosurg Psychiatry       Date:  1994-03       Impact factor: 10.154

6.  Soluble activin receptor type IIB increases forward pulling tension in the mdx mouse.

Authors:  C George Carlson; Kay Bruemmer; Jenna Sesti; Casey Stefanski; Heather Curtis; Jeffrey Ucran; Jennifer Lachey; Jasbir S Seehra
Journal:  Muscle Nerve       Date:  2011-04-01       Impact factor: 3.217

7.  The 6-minute walk test as a new outcome measure in Duchenne muscular dystrophy.

Authors:  Craig M McDonald; Erik K Henricson; Jay J Han; R Ted Abresch; Alina Nicorici; Gary L Elfring; Leone Atkinson; Allen Reha; Samit Hirawat; Langdon L Miller
Journal:  Muscle Nerve       Date:  2010-04       Impact factor: 3.217

8.  Differential muscle hypertrophy is associated with satellite cell numbers and Akt pathway activation following activin type IIB receptor inhibition in Mtm1 p.R69C mice.

Authors:  Michael W Lawlor; Marissa G Viola; Hui Meng; Rachel V Edelstein; Fujun Liu; Ke Yan; Elizabeth J Luna; Alexandra Lerch-Gaggl; Raymond G Hoffmann; Christopher R Pierson; Anna Buj-Bello; Jennifer L Lachey; Scott Pearsall; Lin Yang; Cecilia J Hillard; Alan H Beggs
Journal:  Am J Pathol       Date:  2014-04-13       Impact factor: 4.307

9.  Single and modeled multifrequency electrical impedance myography parameters and their relationship to force production in the ALS SOD1G93A mouse.

Authors:  Jia Li; Adam Pacheck; Benjamin Sanchez; Seward B Rutkove
Journal:  Amyotroph Lateral Scler Frontotemporal Degener       Date:  2016-04-14       Impact factor: 4.092

10.  A novel therapeutic approach to treating obesity through modulation of TGFβ signaling.

Authors:  Alan Koncarevic; Shingo Kajimura; Milton Cornwall-Brady; Amy Andreucci; Abigail Pullen; Dianne Sako; Ravindra Kumar; Asya V Grinberg; Katia Liharska; Jeffrey A Ucran; Elizabeth Howard; Bruce M Spiegelman; Jasbir Seehra; Jennifer Lachey
Journal:  Endocrinology       Date:  2012-05-01       Impact factor: 4.736

View more
  6 in total

1.  Predicting myofiber cross-sectional area and triglyceride content with electrical impedance myography: A study in db/db mice.

Authors:  Sarbesh R Pandeya; Janice A Nagy; Daniela Riveros; Carson Semple; Rebecca S Taylor; Marie Mortreux; Benjamin Sanchez; Kush Kapur; Seward B Rutkove
Journal:  Muscle Nerve       Date:  2020-10-28       Impact factor: 3.217

2.  Estimating myofiber cross-sectional area and connective tissue deposition with electrical impedance myography: A study in D2-mdx mice.

Authors:  Sarbesh R Pandeya; Janice A Nagy; Daniela Riveros; Carson Semple; Rebecca S Taylor; Marie Mortreux; Benjamin Sanchez; Kush Kapur; Seward B Rutkove
Journal:  Muscle Nerve       Date:  2021-04-07       Impact factor: 3.852

3.  Permittivity of ex vivo healthy and diseased murine skeletal muscle from 10 kHz to 1 MHz.

Authors:  J A Nagy; C J DiDonato; S B Rutkove; B Sanchez
Journal:  Sci Data       Date:  2019-04-18       Impact factor: 6.444

4.  Antisense oligonucleotide and adjuvant exercise therapy reverse fatigue in old mice with myotonic dystrophy.

Authors:  Ningyan Hu; Eunjoo Kim; Layal Antoury; Jia Li; Paloma González-Pérez; Seward B Rutkove; Thurman M Wheeler
Journal:  Mol Ther Nucleic Acids       Date:  2020-11-26       Impact factor: 8.886

5.  Relationships between in vivo surface and ex vivo electrical impedance myography measurements in three different neuromuscular disorder mouse models.

Authors:  Sarbesh R Pandeya; Janice A Nagy; Daniela Riveros; Carson Semple; Rebecca S Taylor; Benjamin Sanchez; Seward B Rutkove
Journal:  PLoS One       Date:  2021-10-29       Impact factor: 3.752

Review 6.  Antimyostatin Treatment in Health and Disease: The Story of Great Expectations and Limited Success.

Authors:  Tue L Nielsen; John Vissing; Thomas O Krag
Journal:  Cells       Date:  2021-03-03       Impact factor: 6.600

  6 in total

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