| Literature DB >> 35937916 |
Hans Lennart Persson1,2, Apostolos Sioutas1,2, Magnus Kentson1,3, Petra Jacobson1,2, Peter Lundberg1,4,5, Olof Dahlqvist Leinhard1,5,6, Mikael Fredrik Forsgren1,5,6.
Abstract
Background: Common features among patients with more advanced chronic obstructive pulmonary disease (COPD) are systemic inflammation and a loss of both muscle mass and normal muscle composition. In the present study, we investigated COPD subjects to better understand how thigh muscle fat infiltration (MFI) and energy metabolism relate to each other and to clinical features of COPD with emphasis on systemic inflammation.Entities:
Keywords: 31P-MRS; adiposity; biomarkers; body composition; magnetic resonance imaging; muscle fat infiltration
Year: 2022 PMID: 35937916 PMCID: PMC9355337 DOI: 10.2147/JIR.S366204
Source DB: PubMed Journal: J Inflamm Res ISSN: 1178-7031
A Summary of Body- and Thigh Muscle Variables Used in the Study
| Variable | Explanation |
|---|---|
| ASATi, | Abdominal subcutaneous adipose tissue volume normalised with height |
| VATi | Visceral adipose tissue volume normalised with height |
| TAATi | Total abdominal adipose tissue volume normalised with height |
| FFMVi | Thigh fat-tissue free muscle volume normalised with height |
| VCG | Virtual control group, matched on sex and ± 2 units of BMI |
| FFMVvcg | Thigh fat-tissue free muscle volume z-score expressing the deviation from the expected volume given sex and BMI matched controls |
| MFIa | Thigh muscular fat infiltration adjusted for sex differences and expressed in % |
Figure 1A representative example of a 31P-MRS for a subject in the cohort.
Body Composition Data Using Sex and BMI Matched Controls without COPD from UK Biobank Data as Reference
| Variable | Virtual Matched Controls N = 320 | COPD Subjects N = 32 | p |
|---|---|---|---|
| Females/males; %/n | 59/41 | 59/41 | 1.00 |
| Age (years) | 68±6 | 68±6 | 0.90 |
| BMI (kg/m2) | 25±5 | 25±6 | 0.93 |
| FEV1/FVC ratio (%) | 77±5 | 44±12 | <0.0001 |
| ASATi (L/m2) | 2.33±1.40 | 2.49±1.49 | 0.41 |
| VATi (L/m2) | 1.11±0.74 | 1.65±1.09 | 0.0042 |
| FFMVi (L/m2) | 3.34±0.51 | 2.88±0.51 | <0.0001 |
| FFMVvcg (SD) | −0.28±0.90 | −1.56±1.03 | <0.0001 |
| MFIa (%) | 0.30±1.63 | 3.45±2.42 | <0.0001 |
| Muscle composition groups* | |||
| Normal muscle composition (%/n) | 48/154 | 0/0 | <0.0001 |
| AMC (%/n) | 15/47 | 68/21 | |
| Only high MFIa (%/n) | 17/55 | 23/7 | N/A |
| Only low FFMVvcg (%/n) | 20/64 | 10/3 | N/A |
Notes: Results are presented as means ± 1 S.D. for continuous variables and percentage for categorical variables. *One COPD subject lacked MFI assessment. P-value refers to chi2 test of difference in proportion of normal to AMC phenotypes within the controls and COPD subjects.
Abbreviations: AMC, adverse muscle composition; ASATi, abdominal subcutaneous adipose tissue normalised with height; BMI, body mass index; COPD, chronic obstructive pulmonary disease; FEV1/FVC, the ratio of FEV1 and FVC; FFMVi, thigh fat-tissue free muscle volume normalised with height; FFMVvcg, fat-free muscle volume z-score expressing the deviation from the expected volume given sex and BMI matched controls; MFIa, muscular fat infiltration adjusted for sex and expressed in %; N/A, not applicable; VATi, visceral adiposity normalised with height.
Figure 2The body composition plot is shown for the two groups.
Figure 3Muscle composition assessment of the COPD subjects by GOLD stage.
Clinical Features of the COPD Subjects
| Variable | COPD Subjects N = 32 |
|---|---|
| Pack-years | 39±22 |
| Smokers; %/n | 19/6 |
| X-smokers; %/n | 81/26 |
| Stage I | 3/1 |
| Stage II | 38/12 |
| Stage III | 43/14 |
| Stage IV | 16/5 |
| Group A | 6/2 |
| Group B | 31/10 |
| Group C | 3/1 |
| Group D | 59/19 |
| CCI (points) | 4±1 |
| LAMA; %/n | 97/31 |
| LABA; %/n | 100/32 |
| ICS; %/n | 88/28 |
| Roflumilast; %/n | 19/6 |
| Azithromycin; %/n | 12/4 |
| OCS; %/n | 22/7 |
| Montelukast; %/n | 0/0 |
| LTOT | 0/0 |
| B-WBC (Ref: 3.5–8.8 x 109/L) | 8.4±1.8 |
| S-IL-6 (Ref: < 7 ng/L) | 3.2 (4.2) Md (IQR) |
| S-hs-CRP (Ref: < 3 mg/L) | 1.5 (2.6) Md (IQR) |
| S-fibrinogen (Ref: 2–4 g/L) | 3.4±0.7 |
| FEV1 (% of predicted) | 45±16 |
| mMRC (points) | 2(2) Md (IQR) |
| CAT (points) | 17±7 |
| PaO2 (kPa) | 9.2±1.2 |
| PaCO2 (kPa) | 5.1±0.3 |
| SAT (%) | 95±2 |
| Breaths/min | 17±4 |
| MIP (cm H2O) | 73±22 |
| SNIP (cm H2O) | 60±20 |
| S-25(OH)D (Ref: ≥ 50 nmol/L) | 58±18 |
| Daytime inactivity (h) | 5±3 |
| Weekly exercise (min) | 120 (475) Md (IQR) |
Notes: Results are presented as means ± 1 S.D. for continuous variables and percentage for categorical variables. Skewed data is presented as median interquartile range, Md(IQR).
Abbreviations: CAT, COPD Assessment Test; CCI, Charlson Comorbidity Index; COPD, chronic obstructive pulmonary disease; FEV1(% of predicted), forced expiratory volume in one second expressed as % of predicted; FEV1/FVC, the ratio of FEV1 and FVC; FVC, forced vital capacity; Hs-CRP, high sensitivity C reactive protein; ICS, inhaled corticosteroid; IL-6, interleukin 6; LABA, long-acting β2 agonists; LAMA, long-acting muscarinic antagonists; LTOT, long-term oxygen therapy; Md, median; MIP, maximal inspiratory pressure; mMRC, modified British Medical Research Council; OCS, oral corticosteroid; IQR, interquartile range; SAT, blood oxygen saturation; SNIP, sniff nasal inspiratory pressure; WBC, white blood cell count.
Significant Correlations of Clinical COPD Features and Thigh Muscle Variables
| Airway Obstruction | Symptom Burden | Arterial Blood Gas | Respiratory Rate at Rest | Inspiratory Muscle Strength | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FEV1 (% of predicted) | FEV1/FVC ratio | mMRC† | CAT | PaO2 | PaCO2 | SAT | Breaths/min | MIP | SNIP | |
| – | – | – | – | – | – | – | – | – | – | |
| −0.40* | −0.53** | – | 0.37* | −0.44* | – | – | 0.41* | – | – | |
| 0.54** | 0.47** | – | – | – | – | – | – | – | 0.36* | |
Notes: Pearson’s correlation coefficient (r) was calculated for normally distributed continuous variables and Spearman’s Rank Test (ρ) when the normality criterium was not present (indicated with a dagger; †). *p<0.05; **p<0.01; -, non-significant.
Abbreviations: CAT, COPD Assessment Test; COPD, chronic obstructive pulmonary disease; FEV1(% of predicted), forced expiratory volume in one second expressed as % of predicted; FEV1/FVC, the ratio of FEV1 and FVC; FVC, forced vital capacity; FFMVvcg, thigh fat-tissue free muscle volume expressed as the deviation from the expected muscle volume of a matched virtual control group; MFIa, muscular fat infiltration adjusted for sex and expressed in %; MIP, maximal inspiratory pressure; mMRC, modified British Medical Research Council; PCr, phosphocreatine; Pi, inorganic phosphate; SAT, blood oxygen saturation; SNIP, sniff nasal inspiratory pressure.
Significant Correlations of Markers of Systemic Inflammation, Weekly Physical Activity, and Body- and Thigh Muscle Variables
| Body Composition | Thigh Muscle Composition and Metabolism | ||||||
|---|---|---|---|---|---|---|---|
| B-WBC | – | – | – | – | −0.46** | 0.41* | – |
| S-IL-6† | 0.40* | – | 0.44* | 0.42* | – | – | – |
| S-hs-CRP† | – | – | 0.40* | – | – | – | – |
| S-fibrinogen | 0.40* | 0.36* | – | 0.41* | – | 0.44* | – |
| Weekly exercise† | – | – | – | – | – | −0.40* | – |
Notes: Pearson’s correlation coefficient (r) was calculated for normally distributed continuous variables and Spearman’s Rank Test (ρ) when the normality criterium was not present (indicated with a dagger; †). *p<0.05; **p<0.01; -, non-significant.
Abbreviations: BMI, body mass index; COPD, chronic obstructive pulmonary disease; FFMVvcg, thigh fat-tissue free muscle volume expressed as the deviation from the expected muscle volume of a matched virtual control group; Hs-CRP, high sensitivity C reactive protein; IL-6, interleukin 6; MFIa, muscular fat infiltration adjusted for sex and expressed in %; PCr, phosphocreatine; Pi, inorganic phosphates; TAATi, total abdominal adipose tissue normalised with height; WBC, white blood cell count.
Figure 4Correlations of MFIa and (A) thigh muscle bioenergetics, expressed as the PCr/Pi ratio, and (B) VATi (L/m2).