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Item Applications of Lipidomics to Age-Related Musculoskeletal Disorders(Springer Nature, 2021-04) Mo, Chenglin; Du, Yating; O’Connell, Thomas M.; Otolaryngology -- Head and Neck Surgery, School of MedicinePurpose of review: The goal of this review is to highlight the need for new biomarkers for the diagnosis and treatment of musculoskeletal disorders, especially osteoporosis and sarcopenia. These conditions are characterized by loss of bone and muscle mass, respectively, leading to functional deterioration and the development of disabilities. Advances in high-resolution lipidomics platforms are being used to help identify new lipid biomarkers for these diseases. Recent findings: It is now well established that bone and muscle have important endocrine functions, including the release of bioactive factors in response to mechanical and biochemical stimuli. Bioactive lipids are a prominent set of these factors and some of these lipids are directly related to the mass and function of bone and muscle. Recent lipidomics studies have shown significant dysregulation of lipids in aged muscle and bone, including alterations in diacylglycerols and ceramides. Studies have shown that alterations in some types of plasma lipids are associated with aging including reduced bone mineral density and the occurrence of osteoporosis. Musculoskeletal disorders are a major burden in our society, especially for older adults. The development and application of new lipidomics methods is making significant advances in identifying new biomarkers for these diseases. These studies will not only lead to improved detection, but new mechanistic insights that could lead to new therapeutic targets and interventions.Item Biology of Activating Transcription Factor 4 (ATF4) and Its Role in Skeletal Muscle Atrophy(Elsevier, 2022) Ebert, Scott M.; Rasmussen, Blake B.; Judge, Andrew R.; Judge, Sarah M.; Larsson, Lars; Wek, Ronald C.; Anthony, Tracy G.; Marcotte, George R.; Miller, Matthew J.; Yorek, Mark A.; Vella, Adrian; Volpi, Elena; Stern, Jennifer I.; Strub, Matthew D.; Ryan, Zachary; Talley, John J.; Adams, Christopher M.; Biochemistry and Molecular Biology, School of MedicineActivating transcription factor 4 (ATF4) is a multifunctional transcription regulatory protein in the basic leucine zipper superfamily. ATF4 can be expressed in most if not all mammalian cell types, and it can participate in a variety of cellular responses to specific environmental stresses, intracellular derangements, or growth factors. Because ATF4 is involved in a wide range of biological processes, its roles in human health and disease are not yet fully understood. Much of our current knowledge about ATF4 comes from investigations in cultured cell models, where ATF4 was originally characterized and where further investigations continue to provide new insights. ATF4 is also an increasingly prominent topic of in vivo investigations in fully differentiated mammalian cell types, where our current understanding of ATF4 is less complete. Here, we review some important high-level concepts and questions concerning the basic biology of ATF4. We then discuss current knowledge and emerging questions about the in vivo role of ATF4 in one fully differentiated cell type, mammalian skeletal muscle fibers.Item Bone is Not Alone: the Effects of Skeletal Muscle Dysfunction in Chronic Kidney Disease(Springer, 2015-06) Avin, Keith G.; Moorthi, Ranjani N.; Department of Health Sciences, School of Health and Rehabilitation SciencesChronic kidney disease (CKD) is associated with a decline in muscle mass, strength, and function, collectively called "sarcopenia." Sarcopenia is associated with hospitalizations and mortality in CKD and is therefore important to understand and characterize. While the focus of skeletal health in CKD has traditionally focused on bone and mineral aberrations, it is now recognized that sarcopenia must also play a role in poor musculoskeletal health in this population. In this paper, we present an overview of skeletal muscle changes in CKD, including defects in skeletal muscle catabolism and anabolism in uremic tissue. There are many gaps in knowledge in this field that should be the focus for future research to unravel pathogenesis and therapies for musculoskeletal health in CKD.Item The Clinical Impact of Combining Neutrophil-to-Lymphocyte Ratio with Sarcopenia for Improved Discrimination of Progression-Free Survival in Patients with Colorectal Cancer(MDPI, 2022-01-15) Lee, Su Young; Chung, Eric; Cho, Eun-Suk; Lee, Jae-Hoon; Park, Eun Jung; Shin, Su-Jin; Baik, Seung Hyuk; Lee, Kang Young; Kang, Jeonghyun; Anesthesia, School of MedicineThis study aimed to evaluate the clinical impact of combined sarcopenia and inflammation classification (CSIC) in patients with colorectal cancer (CRC). The skeletal muscle index (SMI) and neutrophil-to-lymphocyte ratio (NLR) were measured in 1270 patients who underwent surgery between January 2005 and April 2014. A Cox proportional hazards model was used to evaluate the correlation of sarcopenia, NLR, and CSIC, with progression-free survival (PFS). The integrated area under the curve (iAUC) was used to compare the discriminatory performance of each model. Using the cut-off values for SMI suggested by Martin et al. and for an NLR of 2.26, the CSIC was defined as follows: nonsarcopenia with low NLR (group 1), nonsarcopenia with high NLR (group 2), sarcopenia with low NLR (group 3), and sarcopenia with high NLR (group 4). Sarcopenia alone was not statistically significant. Multivariate analysis identified that CSIC (group 4 vs. group 1; hazard ratio (HR), 1.726; 95% CI, 1.130–2.634; p = 0.011) and NLR (HR, 1.600; 95% CI, 1.203–2.128; p = 0.001) were independently associated with PFS. The CSIC improved the prediction accuracy of PFS compared with NLR (iAUC mean difference = 0.011; 95% CI, 0.0018–0.028). In conclusion, the combination of sarcopenia and NLR could improve prognostic accuracy, and thus compensate for the limitation of sarcopenia.Item The Colon-26 Carcinoma Tumor-bearing Mouse as a Model for the Study of Cancer Cachexia(JoVE, 2016-11-30) Bonetto, Andrea; Rupert, Joseph E.; Barreto, Rafael; Zimmers, Teresa A.; Surgery, School of MedicineCancer cachexia is the progressive loss of skeletal muscle mass and adipose tissue, negative nitrogen balance, anorexia, fatigue, inflammation, and activation of lipolysis and proteolysis systems. Cancer patients with cachexia benefit less from anti-neoplastic therapies and show increased mortality1. Several animal models have been established in order to investigate the molecular causes responsible for body and muscle wasting as a result of tumor growth. Here, we describe methodologies pertaining to a well-characterized model of cancer cachexia: mice bearing the C26 carcinoma2-4. Although this model is heavily used in cachexia research, different approaches make reproducibility a potential issue. The growth of the C26 tumor causes a marked and progressive loss of body and skeletal muscle mass, accompanied by reduced muscle cross-sectional area and muscle strength3-5. Adipose tissue is also lost. Wasting is coincident with elevated circulating levels of pro-inflammatory cytokines, particularly Interleukin-6 (IL-6)3, which is directly, although not entirely, responsible for C26 cachexia. It is well-accepted that a primary mechanism by which the C26 tumor induces muscle tissue depletion is the activation of skeletal muscle proteolytic systems. Thus, expression of muscle-specific ubiquitin ligases, such as atrogin-1/MAFbx and MuRF-1, represent an accepted method for the evaluation of the ongoing muscle catabolism2. Here, we present how to execute this model in a reproducible manner and how to excise several tissues and organs (the liver, spleen, and heart), as well as fat and skeletal muscles (the gastrocnemius, tibialis anterior, and quadriceps). We also provide useful protocols that describe how to perform muscle freezing, sectioning, and fiber size quantification.Item Creatinine to Cystatin-C Ratio in Renal Cell Carcinoma: A Clinically Pragmatic Prognostic Factor and Sarcopenia Biomarker(Oxford University Press, 2023) Schmeusser, Benjamin N.; Biermann, Henry; Nicaise, Edouard H.; Ali, Adil A.; Patil, Dattatraya H.; Midenberg, Eric; Helman, Talia; Armas-Phan, Manuel; Nabavizadeh, Reza; Joshi, Shreyas S.; Narayan, Vikram M.; Bilen, Mehmet A.; Psutka, Sarah P.; Ogan, Kenneth; Master, Viraj A.; Urology, School of MedicineIntroduction: Low creatinine to cystatin-C ratio (Cr/Cys-C) may be a biomarker for low-muscle mass. Furthermore, low Cr/Cys-C is associated with decreased overall survival (OS), but to date, has not been examined in patients with renal cell carcinoma (RCC). Our objective is to evaluate associations between low Cr/Cys-C ratio and OS and recurrence-free survival (RFS) in patients with RCC treated with nephrectomy. Methods: We performed a retrospective review of patients with RCC treated with nephrectomy. Patients with end-stage renal disease and less than 1-year follow up were excluded. Cr/Cys-C was dichotomized at the median for the cohort (low vs. high). OS and RFS for patients with high versus low Cr/Cys-C were estimated with the Kaplan-Meier method, and associations with the outcomes of interest were modeled using Cox proportional Hazards models. Associations between Cr/Cys-C and skeletal muscle mass were assessed with correlations and logistic regression. Results: A total of 255 patients were analyzed, with a median age of 64. Median (IQR) Cr/Cys-C was 1 (0.8-1.2). Low Cr/Cys-C was associated with age, female sex, Eastern Cooperative Oncology Group Performance Status ≥1, TNM stage, and tumor size. Kaplan-Meier and Cox regression analysis demonstrated an association between low Cr/Cys-C and decreased OS (HR = 2.97, 95%CI, 1.12-7.90, P =0.029) and RFS (HR = 3.31, 95%CI, 1.26-8.66, P = .015). Furthermore, a low Cr/Cys-C indicated a 2-3 increase in risk of radiographic sarcopenia. Conclusions: Lower Cr/Cys-C is associated with inferior oncologic outcomes in RCC and, pending validation, may have utility as a serum biomarker for the presence of sarcopenia in patients with RCC treated with nephrectomy.Item Dietary Supplementation With Montmorency Tart Cherries and Exercise Improves Lean Mass in Older C57BL/6 Mice(Elsevier, 2021) Robinson, Kara; Hatter, Bethany; Washburn, Karley; Bothwell, James; Anderson, Kendall; Lin, Dingbo; Lucas, Edralin; Smith, Brenda; Obstetrics and Gynecology, School of MedicineObjectives: Sarcopenia, the progressive loss of muscle mass and strength, accelerates with age. Current recommendations to prevent sarcopenia focus on exercise and protein intake. Tart cherry (TC) has shown beneficial effects on muscle recovery following exercise. In this study, we investigated the effects of TC alone and in combination with exercise on lean mass, mitochondrial biogenesis, and oxidative stress in young compared to older mice. Methods: In two cohorts (6 & 52 wk-old), female C57BL/6 mice were randomly assigned to 4 groups in a 2 × 2 factorial design with diet (AIN-93 control or TC supplemented at 10% w/w) and exercise as factors. Exercise consisted of treadmill running for 30 min, 5 d/wk, at 12 m/min and a 5° incline. Food intake was recorded daily and body weights weekly. After 8 wks, body composition was assessed using dual-energy x-ray absorptiometry. The gastrocnemius muscle was collected for protein analysis. Western blotting techniques were used to probe for superoxide dismutase 2 (SOD2) and peroxisome proliferator-activated receptor-gamma coactivator 1-alpha (PGC1a), indicators of oxidative stress and mitochondrial biogenesis. Glyceraldehyde 3-phosphate dehydrogenase (GAPDH) was used as loading control. Data were analyzed using 2-way ANOVA with α = 0.05. Results: In young mice, TC had no effect on body weight and % lean mass, but led to decreased (P < 0.05) % fat mass compared to controls. Exercise decreased (P < 0.05) body weight and % fat, and tended to increase (P = 0.069) % lean mass. In contrast, TC and exercise independently decreased body weight and % fat, and increased % lean mass in older mice compared to controls. The combination of TC and exercise tended to have a synergistic effect on % lean mass (P = 0.056). Preliminary results show that TC significantly up-regulated SOD2 protein expression in young mice, but no effect was observed with exercise or combined treatments. PGC1α expression tended to be suppressed (P = 0.064) in young animals fed TC. To date, we have been unable to detect changes in SOD2 and PGC1α in older mice. Conclusions: TC had a protective effect on lean tissue in older mice, preliminary analyses revealed no alterations in oxidative stress or mitochondrial biogenesis. Further investigation is warranted to understand the benefits of TC on lean muscle mass in older mice.Item Effects of treadmill running in a rat model of chronic kidney disease(Elsevier, 2018-09-14) Organ, J.M.; Allen, M.R.; Myers-White, A.; Elkhatib, W.; O'Neill, K.D.; Chen, N.X.; Moe, S.M.; Avin, K.G.; Anatomy and Cell Biology, IU School of MedicineChronic kidney disease (CKD) progression results in musculoskeletal dysfunction that is associated with a higher likelihood of hospitalization and is predictive of hospitalizations and mortality. Despite this, there is a lack of effective interventions to treat the musculoskeletal dysfunction. We studied treadmill running as an intervention to improve musculoskeletal health in a translational rat model that has slowly progressive CKD. CKD rats were subjected to treadmill exercise or no treadmill exercise for 10 weeks (n = 8 each group). Animals ran for 60 min, 5 times per week starting at a speed of 8 m/min and ending at 18 m/min (1 m/min increase/week). Treadmill training had no effect on muscle strength (assessed as maximally stimulated torque), half-relaxation time (time from peak torque to 50%) or muscle cross-sectional area. Overall, there were no biochemical improvements related to CKD progression. Skeletal muscle catabolism was higher than non-exercised animals without a concomitant change in muscle synthesis markers or regeneration transcription factors. These results suggest that aerobic exercise, achieved via treadmill running was not protective in CKD animals and actually produced potentially harmful effects (increased catabolism). Given the high prevalence and dramatic musculoskeletal mobility impairment in patients with CKD, there is a clear need to understand how to effectively prescribe exercise in order to benefit the musculoskeletal system.Item Impact of Muscle Measures on Outcome in Patients Receiving Endocrine Therapy for Metastatic Breast Cancer: Analysis of ECOG-ACRIN E2112(National Comprehensive Cancer Network, 2023) Ballinger, Tarah J.; Marques, Helga S.; Xue, Gloria; Hoffman, Richard; Gatsonis, Constantine; Zhao, Fengmin; Miller, Kathy D.; Sparano, Joseph; Connolly, Roisin M.; Medicine, School of MedicineBackground: Observational data investigating the relationship between body habitus and outcomes in breast cancer have been variable and inconsistent, largely centered in the curative setting and focused on weight-based metrics. This study evaluated the impact of muscle measures on outcomes in patients with metastatic breast cancer receiving endocrine-based therapy. Methods: Baseline CT scans were collected from ECOG-ACRIN E2112, a randomized phase III placebo-controlled study of exemestane with or without entinostat. A CT cross-sectional image at the L3 level was extracted to obtain skeletal muscle mass and attenuation. Low muscle mass (LMM) was defined as skeletal muscle index <41 cm2/m2 and low muscle attenuation (LMA) as muscle density <25 HU or <33 HU if overweight/obese by body mass index (BMI). Multivariable Cox proportional hazard models determined the association between LMM or LMA and progression-free survival (PFS) and overall survival (OS). Correlations between LMM, LMA, and patient-reported outcomes were determined using 2-sample t tests. Results: Analyzable CT scans and follow-up data were available for 540 of 608 patients. LMM was present in 39% (n=212) of patients and LMA in 56% (n=301). Those with LMA were more likely to have obesity and worse performance status. LMM was not associated with survival (PFS hazard ratio [HR]: 1.13, P=.23; OS HR: 1.05, P=.68), nor was LMA (PFS HR: 1.01, P=.93; OS HR: 1.00, P=.99). BMI was not associated with survival. LMA, but not LMM, was associated with increased frequency of patient-reported muscle aches. Conclusions: Both low muscle mass and density are prevalent in patients with hormone receptor-positive metastatic breast cancer. Muscle measures correlated with obesity and performance status; however, neither muscle mass nor attenuation were associated with prognosis. Further work is needed to refine body composition measurements and select optimal cutoffs with meaningful endpoints in specific breast cancer populations, particularly those living with metastatic disease.Item Impact of primary breast cancer therapy on energetic capacity and body composition(Springer, 2018-11) Ballinger, Tarah J.; Reddy, Anurag; Althouse, Sandra K.; Nelson, Emily M.; Miller, Kathy D.; Sledge, Jeffrey S.; Medicine, School of MedicinePURPOSE: This observational study was designed to measure baseline energy parameters and body composition in early-stage breast cancer patients, and to follow changes during and after various modalities of treatment. This will provide information to aid in the development of individualized physical activity intervention strategies. METHODS: Patients with newly diagnosed stage 0-III breast cancer were enrolled into three cohorts: A (local therapy alone), B (endocrine therapy), or C (chemotherapy with or without endocrine therapy). At baseline, 6 months, and 12 months, subjects underwent a stationary bicycle protocol to assess power generation and DEXA to assess body composition. RESULTS: Eighty-three patients enrolled. Patients had low and variable levels of power generation at baseline (mean power per kilogram lean mass 1.55 W/kg, SD 0.88). Power normalized to lean body mass (W/kg) decreased significantly, and similarly, by 6 months in cohorts B (1.42-1.04 W/kg, p = 0.008) and C (1.53-1.18 W/kg, p < 0.001). In all cohorts, there was no recovery of power generation by 12 months. Cohort C lost lean body mass (- 1.5 kg, p = 0.007), while cohort B maintained lean body mass (- 0.2 kg, p = 0.68), despite a similar trajectory in loss of power. Seven patients developed sarcopenia during the study period, including four patients who did not receive any chemotherapy (cohort B). CONCLUSIONS: The stationary bike protocol was feasible, easy, and acceptable to patients as a way to measure energetic capacity in a clinical setting. Early-stage breast cancer patients had low and variable levels of power generation, which worsened following primary therapy and did not show evidence of 'spontaneous recovery' by 12 months. Effective physical activity interventions will need to be personalized, accounting for both baseline ability and the effect of treatment.
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