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Extraction of Aqueous Metabolites from Cultured Adherent Cells for Metabolomic Analysis by Capillary Electrophoresis-Mass Spectrometry
Published on: June 9, 2019
Distinct Metabolomic Alterations Are Associated With Physical Function, Weight Loss, and Muscle Mass in Men With
Lindsey J Anderson1,2, Lu Xia3, Haiming Kerr1,2
1Geriatric Research, Education and Clinical Center, Veterans Affairs Puget Sound Health Care System, Seattle, Washington, USA.
Background:
Treatments for cancer cachexia, defined as involuntary weight and muscle mass loss leading to significant functional impairment, remain unavailable partly due to insufficient improvement of clinically meaningful outcomes in current trials. By reflecting downstream effects of cellular function, metabolomics may identify mechanisms contributing to poor functional performance. Previous metabolomic studies in cancer cachexia have identified alterations in amino acid metabolism with weight loss or low muscularity; none have examined perturbations with poor physical function. We hypothesized that distinct metabolic signals in plasma and muscle are associated with weight loss, low muscle mass, and impaired function in cancer cachexia.
Methods:
We enrolled patients planning elective laparotomy for gastrointestinal or genitourinary cancer. Handgrip strength (HGS), stair climb power (SCP), and fasting plasma were collected within 2 weeks prior to surgery; rectus abdominis samples were obtained during surgery. Metabolomic perturbations associated with physical function (HGS, SCP), muscularity (lumbar cross-sectional area 'CSA' from opportunistic CT), or weight loss (> 5% over previous 6 months) were examined in plasma and muscle. The Mann-Whitney U-test compared metabolite abundance between weight-losing and weight-stable patients, while Spearman's correlation tested associations of abundance with CSA, HGS, or SCP. The 'Globaltest' method assessed pathway alterations with weight loss, CSA, HGS, or SCP; the Benjamini-Hochberg adjustment was used to control for false discovery.
Results:
Patients (N = 72) were male, median age 65 [interquartile range: 59-70], with 57% genitourinary cancer. Plasma and skeletal muscle metabolomic data were collected (N = 64 and N = 68, respectively). Weight loss was associated with significantly altered microbial, amino acid/derivative, fatty acid/lipid, and caffeine-related metabolism pathways in plasma (adjusted p < 0.1). Lower CSA was associated with significantly altered fatty acid/lipid, galactose, glycerophospholipid, and histidine metabolism and bile secretion pathways in skeletal muscle (adjusted p < 0.1). Worse HGS was nominally associated with altered plasma branched chain amino acid biosynthesis and altered skeletal muscle glutathione metabolism (unadjusted p ≤ 0.05), while worse SCP was nominally associated with altered skeletal muscle amino sugar/nucleotide sugar metabolism and phenylalanine, tyrosine, and tryptophan biosynthesis (unadjusted p ≤ 0.05).
Conclusions:
Significant metabolomic alterations in plasma and skeletal muscle characterized cancer-related weight loss and reduced CSA, respectively. Nominal, function-specific alterations were detected with worse HGS and SCP, which were distinct from those associated with weight loss or low CSA. Future larger studies may further characterize metabolomic profiles related to various functional outcomes and guide development of therapeutic targets to improve functional performance.
Insights
Cancer cachexia involves weight loss and muscle loss. This study found distinct metabolic changes in plasma and muscle linked to weight loss, muscle mass, and physical function, offering potential therapeutic targets.
Area of Science:
- Metabolomics
- Oncology
- Physiology
Background:
- Cancer cachexia is characterized by involuntary weight and muscle mass loss, leading to functional impairment.
- Current treatments are limited due to a lack of clinically meaningful outcome improvements in trials.
- Metabolomics can reveal cellular function effects and identify mechanisms contributing to poor physical function in cancer cachexia.
Purpose of the Study:
- To investigate distinct metabolic signals in plasma and muscle associated with weight loss, low muscle mass, and impaired physical function in cancer cachexia patients.
- To identify potential biomarkers and therapeutic targets for cancer cachexia.
Main Methods:
- Enrolled 72 patients undergoing elective laparotomy for gastrointestinal or genitourinary cancer.
- Collected fasting plasma, handgrip strength (HGS), stair climb power (SCP), and rectus abdominis muscle samples pre-surgery.
- Analyzed metabolomic perturbations associated with weight loss, muscle cross-sectional area (CSA), HGS, and SCP using statistical tests and pathway analysis.
Main Results:
- Weight loss correlated with altered microbial, amino acid, lipid, and caffeine metabolism in plasma.
- Reduced muscle CSA was linked to altered lipid, galactose, glycerophospholipid, histidine metabolism, and bile secretion pathways in skeletal muscle.
- Worse HGS and SCP showed nominal associations with specific metabolic pathways in plasma and muscle, distinct from those linked to weight loss or low CSA.
Conclusions:
- Significant metabolomic alterations in plasma and muscle are associated with cancer-related weight loss and reduced muscle mass.
- Function-specific metabolic changes were observed for handgrip strength and stair climb power, differing from changes related to weight loss or low muscle mass.
- Further research can refine metabolomic profiles for functional outcomes and guide the development of therapies to improve physical function in cancer cachexia.
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