| Literature DB >> 34158062 |
Lorenzo Nesti1,2, Nicola Riccardo Pugliese3, Paolo Sciuto4, Nicolò De Biase3, Matteo Mazzola3, Iacopo Fabiani5, Domenico Trico4,6, Stefano Masi3, Andrea Natali4,3.
Abstract
BACKGROUND: Type 2 diabetes mellitus (T2D) increases the risk of incident heart failure (HF), whose earliest fingerprint is effort intolerance (i.e. impaired peak oxygen consumption, or VO2peak). In the uncomplicated T2D population, however, the prevalence of effort intolerance and the underpinning mechanistic bases are uncertain. Leveraging the multiparametric characterization allowed by imaging-cardiopulmonary exercise testing (iCPET), the aim of this study is to quantify effort intolerance in T2D and to dissect the associated cardiopulmonary alterations.Entities:
Keywords: Cardiopulmonary exercise test; Diabetic cardiomyopathy; Effort intolerance; Exercise physiology; Heart failure with preserved ejection fraction; Type 2 diabetes
Mesh:
Substances:
Year: 2021 PMID: 34158062 PMCID: PMC8218418 DOI: 10.1186/s12933-021-01314-6
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Baseline characteristics of the study population
| All patients | Effort Intolerance | p value | ||
|---|---|---|---|---|
| Yes | No | |||
| Male gender (n, %) | 71 (81%) | 42 (88%) | 29 (73%) | ns |
| Age (years) | 63.8 ± 9.2 | 62.0 ± 9.4 | 65.9 ± 8.5 | 0.0446 |
| BMI (kg/m2) | 29.0 ± 4.7 | 29.8 ± 5.4 | 28.0 ± 3.6 | ns |
| Systolic BP (mmHg) | 135.9 ± 15.5 | 136.5 ± 16.0 | 135.1 ± 15.1 | ns |
| Diastolic BP (mmHg) | 83.1 ± 9.6 | 83.3 ± 9.7 | 82.9 ± 9.7 | ns |
| Alcohol (n, %) | 5 (6%) | 3 (6%) | 2 (5%) | ns |
| Smoke (n, %) | 14 (16%) | 10 (21%) | 4 (10%) | ns |
| Hypertension (n, %) | 67 (76%) | 38 (79%) | 30 (73%) | ns |
| Dyslipidemia (n, %) | 66 (75%) | 35 (73%) | 31 (76%) | ns |
| Duration of diabetes (years) | 9.3 ± 8.0 | 9.9 ± 7.7 | 8.6 ± 8.4 | ns |
| ACEi/ARBs (n, %) | 56 (63%) | 30 (63%) | 25 (63%) | ns |
| Beta-blockers (n, %) | 23 (26%) | 12 (25%) | 11 (27%) | ns |
| Mineralocortic. Rec. Ant. (n, %) | 3 (3%) | 2 (4%) | 1 (2%) | ns |
| Hydrochlorothyazide (n, %) | 13 (15%) | 6 (13%) | 7 (17%) | ns |
| Furosemide (n, %) | 3 (3%) | 3 (6%) | 0 (0%) | ns |
| Statin (n, %) | 63 (71%) | 32 (67%) | 30 (76%) | ns |
| Metformin, n (%) | 76 (85%) | 41 (85%) | 34 (85%) | ns |
| GLP1R-A (n, %) | 2 (2%) | 1 (2%) | 1 (2%) | ns |
| DPP4i (n, %) | 2 (2%) | 2 (4%) | 0 (0%) | ns |
| SGLT2i (n, %) | 0 (0%) | 0 (0%) | 0 (0%) | ns |
| Insulin (n, %) | 14 (16%) | 10 (21%) | 4 (10%) | ns |
| HbA1c (mmol/mol) | 56.8 ± 10.4 | 56.9 ± 11.1 | 56.5 ± 9.7 | ns |
| Cholesterol (mg/dL) | 163.6 ± 18.4 | 157.6 ± 39.2 | 172.3 ± 35.4 | ns |
| HDL-c (mg/dL) | 49.5 ± 13.3 | 46.9 ± 11.2 | 53.2 ± 14.4 | 0.0283 |
| LDL-c (mg/dL) | 100.0 ± 32.9 | 94.6 ± 33.2 | 107.5 ± 31.1 | ns |
| Ttriglycerides (mg/dL) | 129.9 ± 57.5 | 137.3 ± 57.6 | 119.7 ± 56.6 | ns |
| Hemoglobin (g/dL) | 14.3 ± 1.3 | 14.2 ± 1.4 | 14.3 ± 1.1 | ns |
| Creatinin (mg/dL) | 0.89 ± 0.22 | 0.89 ± 0.20 | 0.90 ± 0.24 | ns |
| eGFR (mL/min/1.73mq) | 86.5 ± 15.8 | 89.5 ± 17.1 | 82.9 ± 13.6 | 0.0476 |
| Uric acid (mg/dL) | 5.39 ± 1.39 | 5.49 ± 1.61 | 5.22 ± 1.10 | ns |
| ACR (mg/g) | 6.0 (0.0 – 14.3) | 5.8 (1.9 – 27.6) | 6.1 (0.0 – 9.9) | ns |
| CRP (mg/dL) | 0.278 ± 0.450 | 0.360 ± 0.590 | 0.193 ± 0.189 | ns |
| BNP (pg/mL) | 16 (10 – 33) | 14 (10 – 37) | 16 (10 – 29) | ns |
| RHI endoPAT | 0.62 ± 0.28 | 0.63 ± 0.25 | 0.60 ± 0.32 | ns |
| CAVI mean | 9.32 ± 1.59 | 9.01 ± 1.69 | 9,67 ± 1.40 | ns |
The study population is reported as a whole and divided in two groups based on the achievement of a peak oxygen uptake > 80% of the maximal theorical oxygen uptake. P values were calculated with a student t-test and were reported as “ns” if non significant
Results of cardiopulmonary exercise test and exercise echocardiography
| All patients | Effort Intolerance | p value | “Adjusted” p value | ||
|---|---|---|---|---|---|
| Yes | No | ||||
| Workload (W) | 118 ± 30 | 113 ± 25 | 126 ± 34 | 0.0460 | < 0.0001 |
| Time of effort (min) | 11.4 ± 2.0 | 10.8 ± 1.8 | 12.0 ± 2.0 | 0.0050 | 0.0008 |
| HR rest (bpm) | 79.9 ± 13.6 | 80.5 ± 12.9 | 79.3 ± 14.6 | ns | ns |
| HR peak (bpm) | 132.9 ± 18.6 | 129.2 ± 19.0 | 137.4 ± 17.2 | 0.0361 | 0.0015 |
| HR peak (%max) | 86.1 ± 12.0 | 82.6 ± 12.4 | 90.2 ± 10.2 | 0.0023 | 0.0015 |
| HR reserve (bpm) | 74.7 ± 15.7 | 76.1 ± 14.6 | 73.0 ± 16.9 | ns | ns |
| Chronotr. incomp. (n, %) | 46 (53%) | 34 (71%) | 12 (30%) | 0.0001 | 0.0005 |
| MBP rest (mmHg) | 102.9 ± 10.3 | 103.3 ± 10.9 | 102.5 ± 9.6 | ns | ns |
| MBP peak (mmHg) | 146.5 ± 16.3 | 146.9 ± 18.2 | 146.1 ± 14.0 | ns | ns |
| RER peak | 1.08 ± 0.06 | 1.09 ± 0.07 | 1.07 ± 0.06 | ns | ns |
| VO2/work slope | 10.5 ± 1.5 | 9.9 ± 1.2 | 11.2 ± 1.4 | < 0.0001 | < 0.0001 |
| VO2 rest (mL/min/kg) | 4.1 ± 9.1 | 3.7 ± 1.2 | 4.6 ± 1.3 | 0.0015 | 0.0005 |
| VO2 AT (mL/min/kg) | 16.2 ± 4.9 | 13.7 ± 2.7 | 19.5 ± 5.2 | < 0.0001 | < 0.0001 |
| VO2 AT (%peakVO2) | 84.5 ± 11.9 | 81.5 ± 13.7 | 88.8 ± 7.7 | 0.0115 | 0.0047 |
| VO2 peak (mL/min/kg) | 18.8 ± 5.1 | 16.45 ± 3.19 | 21.69 ± 5.39 | < 0.0001 | < 0.0001 |
| VO2 peak (%VO2max) | 79.0 ± 17.0 | 66.7 ± 8.8 | 93.6 ± 11.9 | < 0.0001 | < 0.0001 |
| VE/VCO2 slope | 27.5 ± 3.8 | 27.2 ± 4.1 | 27.8 ± 3.3 | ns | ns |
| VD/VT (%) | 15.6 ± 4.1 | 16.0 ± 3.9 | 15.2 ± 4.4 | ns | ns |
| O2 pulse peak (mL/bpm) | 11.7 ± 2.8 | 11.3 ± 2.5 | 12.3 ± 3.0 | ns | < 0.0001 |
| O2 pulse peak (%max) | 94.2 ± 18.0 | 84.3 ± 14.0 | 106.0 ± 15.0 | < 0.0001 | < 0.0001 |
| AV O2 diff rest (mL/dL) | 6.5 ± 2.3 | 6.1 ± 2.4 | 6.9 ± 2.3 | ns | 0.0218 |
| AV O2 diff peak (mL/dL) | 11.9 ± 3.2 | 11.3 ± 3.1 | 12.7 ± 3.3 | 0.0399 | 0.0002 |
| EDVi (mL/m2) | 51.0 ± 11.1 | 51.7 ± 10.5 | 51.0 ± 13.0 | ns | ns |
| LVMi (g/m2) | 86.3 ± 16.6 | 86.6 ± 14.4 | 87.4 ± 20.8 | ns | ns |
| LAVi (mL/m2) | 24.7 ± 7.6 | 24.5 ± 8.2 | 25.5 ± 7.5 | ns | ns |
| SV rest (mL) | 69.1 ± 14.8 | 69.5 ± 13.3 | 68.6 ± 13.0 | ns | ns |
| SV peak (mL) | 102.1 ± 22.8 | 103.3 ± 26.6 | 100.7 ± 22.1 | ns | ns |
| CO rest (L/min) | 5.5 ± 1.2 | 5.5 ± 1.3 | 5.4 ± 1.2 | ns | ns |
| CO peak (L/min) | 13.7 ± 3.7 | 13.4 ± 3.7 | 14.0 ± 3.8 | ns | ns |
| LVEF rest (%) | 58.9 ± 4.3 | 58.6 ± 0.7 | 58.6 ± 1.0 | ns | ns |
| LVEF peak (%) | 67.6 ± 5.6 | 66.5 ± 6.1 | 68.9 ± 4.8 | ns | ns |
| ΔEF | 8.6 ± 3.7 | 8.0 ± 4.1 | 9.5 ± .31 | ns | 0.0412 |
| Contractility reserve (n, %) | 53 (60%) | 23 (26%) | 30 (34%) | 0.0154 | 0.0386 |
| GLS rest (%) | 16.3 ± 2.6 | 15.7 ± 2.5 | 17.0 ± 2.6 | 0.0321 | ns |
| GLS 4 min (%) | 18.4 ± 3.0 | 17.5 ± 2.9 | 19.5 ± 2.8 | 0.0044 | 0.0048 |
| ΔGLS | 2.1 ± 1.5 | 1.7 ± 1.5 | 2.5 ± 1.8 | 0.0293 | 0.0093 |
| S’ mean rest (cm/sec) | 9.2 ± 1.8 | 8.8 ± 1.8 | 9.6 ± 1.7 | 0.0364 | ns |
| S’ mean peak (cm/s) | 14.3 ± 3.0 | 13.5 ± 2.8 | 15.2 ± 3.0 | 0.0085 | 0.0006 |
| ΔS’ mean | 5.1 ± 2.1 | 4.7 ± 1.9 | 5.6 ± 2.3 | ns | 0.0023 |
| E/e’ rest (cm/s) | 8.3 ± 2.2 | 8.6 ± 2.3 | 8.0 ± 2.2 | ns | ns |
| E/e’ peak (cm/sec) | 8.6 ± 2.0 | 8.7 ± 2.1 | 8.4 ± 1.9 | ns | ns |
| SVR rest (dyne*s/cm) | 1,583 ± 367 | 1,578 ± 383 | 1,588 ± 353 | ns | ns |
| SVR peak (dyne*s/cm) | 911 ± 218 | 932 ± 230 | 885 ± 203 | ns | ns |
| TAPSE/sPAP peak | 0.95 ± 0.23 | 0.96 ± 0.21 | 0.94 ± 0.26 | ns | ns |
| TAPSE/CO peak | 2.24 ± 0.62 | 2.33 ± 0.64 | 2.12 ± 0.58 | ns | ns |
The whole population and the two groups divided by the presence or absence of effort intolerance, are reported. P values were calculated as Student’s t test for comparisons of the means of the two groups, and “adjusted” p values were calculated after adjustment for age, sex, and BMI
Fig. 1Graphic representation of nine key variables obtained during imaging-cardiopulmonary exercise test. Grey lines represent the group with effort intolerance, black lines represent the control group. Significant differences are highlighted by a star (*)
Fig. 2Linear regressions between systolic indices, peripheral oxygen extraction, and peak oxygen uptake. A significant positive linear correlation exists between S’ (A) at peak/change in S’ and VO2peak (B), as well as between GLS at 4 min and VO2peak (C) and change in GLS and VO2peak (D). A positive linear correlation was also observed between Δ(a-v)O2 and GLS at 4 min (E) and change in GLS (F)
Determinants of peripheral oxygen extraction
| Univariate | Multivariate | |||
|---|---|---|---|---|
| Variable | st-β | p | st-β | p |
| Age | 0.01 | ns | ||
| Sex | 0.07 | 0.0138 | 0.35 | 0.0002 |
| BMI | 0.01 | ns | ||
| Duration of diabetes | − 0.01 | ns | ||
| HbA1c | − 0.04 | ns | ||
| Smoke | 0.02 | ns | ||
| Hypertension | 0.02 | ns | ||
| metformin | − 0.01 | ns | ||
| Creatinine | 0.02 | ns | ||
| ACR (log) | − 1.02 | ns | ||
| PCR (log) | − 0.50 | ns | ||
| Hemoglobin | 0.70 | 0.0103 | 0.22 | 0.0133 |
| RHI endoPAT | − 0.06 | ns | ||
| CAVI | 0.20 | ns | ||
| ABI | 0.08 | ns | ||
| MBP peak | − 0.05 | 0.0175 | − 0.02 | ns |
| SVR peak | 0.01 | < 0.0001 | 0.01 | ns |
| CO peak | − 0.52 | < 0.0001 | − 0.30 | ns |
| LVEF rest | − 0.01 | ns | ||
| LVEF peak | 0.01 | ns | ||
| Δ LVEF | 0.10 | ns | ||
| GLS rest | 0.12 | ns | ||
| GLS 4 min | 0.34 | 0.0060 | 0.10 | ns |
| Δ GLS | 0.19 | < 0.0001 | 0.21 | 0.0486 |
| S’ rest | 0.06 | ns | ||
| S’ peak | 0.06 | ns | ||
| Δ S’ | 0.16 | ns | ||
| E/e’ peak | 0.12 | ns | ||
| VE/VCO2 slope | − 0.06 | ns | ||
Fig. 3Determinants of peak oxygen uptake according to Fick’s principle. VO2 is determined by cardiac output (CO) and peripheral oxygen extraction (Δ(a-v)O2). The p value for the difference between the two study groups is shown on top of the diagrams