| Literature DB >> 35055385 |
Victoria Korneva1, Tatyana Kuznetsova1, Ulrich Julius2.
Abstract
In patients with familial hypercholesterolemia (FH) the exposure of very high LDL-C concentration and cumulative LDL-C level (cum LDL-C) can play a significant role in the prognosis.Entities:
Keywords: cumulative LDL-C level; familial hypercholesterolemia; prognosis
Year: 2022 PMID: 35055385 PMCID: PMC8778155 DOI: 10.3390/jpm12010071
Source DB: PubMed Journal: J Pers Med ISSN: 2075-4426
Non-lipid risk factors and CHD development in FH patients.
| With CHD ( | Without CHD ( |
| |
|---|---|---|---|
| Age, years | 58.7 ± 10.4 | 40.1 ± 11.7 | <0.0001 |
| Males, | 44 (43.1%) | 42 (48.8%) | 0.436 |
| Creatinine, umol/L | 92.1 ± 20 | 76.3 ± 14.2 | <0.001 |
| Glomerular Filtration Rate (GFR, CKD-EPI), ml/min/1.73 m2 | 70.2 ± 17.1 | 100.1 ± 17.4 | <0.001 |
| Glucose level, mmol/L | 5.4 ± 1.9 | 4.9 ± 0.6 | 0.03 |
| BMI, kg/m2 | 28.2 ± 3.9 | 26.5 ± 3.7 | 0.005 |
| Waist size, cm | 87.7 ± 12 | 75.2 ± 12 | <0.001 |
| Hypertension, | 87 (85.2%) | 36 (41.9%) | <0.0001 |
| Smoking, | 33 (32.4%) | 19 (22%) | 0.153 |
| Positive family history, | 80 (78.4%) | 50 (58.1%) | 0.005 |
The data are presented in the form of mean and standard deviation.
Lipid risk factors and CHD development in FH patients.
| With CHD ( | Without CHD ( |
| |
|---|---|---|---|
| Lp(a), g/l | 0.55 ± 0.5 | 0.27 ± 0.4 | 0.005 |
| Total Cholesterol (TC) initial, mmol/L | 9.9 ± 1.8 | 9.3 ± 1.2 | 0.003 |
| Low density cholesterol (LDL-C) initial, mmol/L | 7.2 ± 1.6 | 6.6 ± 1.2 | 0.004 |
| High density cholesterol (HDL-C) initial, mmol/L | 1.4 ± 0.4 | 1.7 ± 0.5 | 0.0007 |
| Triglycerides (TG) initial, mmol/L | 1.8 ± 0.7 | 1.5 ± 0.7 | 0.004 |
| TC on treatment, mmol/L | 7.2 ± 2.3 | 8.1 ± 1.9 | 0.004 |
| LDL-C on treatment, mmol/L | 4.8 ± 2.1 | 5.6 ± 1.7 | 0.008 |
| HDL-C on treatment, mmol/L/ | 1.4 ± 0.4 | 1.6 ± 0.5 | <0.001 |
| TG on treatment, mmol/L | 2.1 ± 1.3 | 1.5 ± 0.6 | <0.001 |
| Percentage of TC reduction, % | 26.6 ± 22.9 | 11.9 ± 20.1 | <0.001 |
| Percentage of LDL-C reduction, % | 32.9 ± 28.9 | 14.7 ± 24.3 | <0.001 |
| Cum LDL-C, mmol/L × years | 409.4 ± 126.3 | 261.1 ± 85.8 | <0.001 |
| Index “cum LDL-C/age”, mmol/L × years | 58.7 ± 10.4 | 40.1 ± 11.7 | <0.001 |
| Age at hypolipidemic therapy start, years | 54.2 ± 10.0 | 42.2 ± 10.3 | <0.001 |
The data are presented in the form of means and standard deviation.
Statistical significance of coefficients in calculating the odds ratio of IHD in FH patients (logistic regression analysis).
| Predictors | Coefficient | Statistical Error | OR |
|
|---|---|---|---|---|
| Deviation | −4.66 | 1.47 | 0.009 | 0.0015 |
| Positive family history of CHD | 1.46 | 0.45 | 4.35 | 0.001 |
| Male gender | 0.97 | 0.44 | 2.64 | 0.027 |
| Cum LDL-C | 0.018 | 0.003 | 1.02 | <0.0001 |
| Cum LDL/age | −0.71 | 0.24 | 0.49 | 0.003 |
| TG initial | 0.75 | 0.30 | 2.12 | 0.011 |
| Hypertension | 0.77 | 0.44 | 2.16 | 0.084 |
Formula for calculating OR and probability of CHD: OR(CHD) = exp(−4.66 + 1.46 × Family history + 0.97 × male sex + 0.018 × cum LDL-C − 0.71 × cum LDL-C/age + 0.75 × TG initial + 0.77 × Hypertension. p (CHD) = 1/(1 + (1/OR)). The threshold classification = 0.45. If p (CHD) < 0.45, the absence of CHD is predicted. If p (CHD) ≥ 0.45, CHD is predicted. At the accepted threshold, the sensitivity is 84.8%; specificity is 75.0%.
Figure 1ROC curve in the prognostic model of the coronary heart disease (CHD) outcome when taking into account the index “cum LDL-C” in FH patients.
Non-lipid risk factors and MI in FH patients.
| Predictors | With MI ( | Without MI ( |
|
|---|---|---|---|
| Age, years | 56.9 ± 11.9 | 47 ± 15 | 0.987 |
| Males, | 31 (59.6%) | 47 (37.3%) | 0.007 |
| Creatinine, umol/L | 96.2 ± 22.3 | 79 ± 15 | 0.0002 |
| GFR, ml/min/1.73 m2 | 70.4 ± 17.7 | 90 ± 23 | 0.0003 |
| Glucose, mmol/L | 5.0 ± 2.0 | 5.5 ± 1.2 | 0.172 |
| BMI, kg/m2 | 28.2 ± 37 | 27.0 ± 4.0 | 0.225 |
| Waist size, cm | 88.0 ± 11.9 | 80.0 ± 14.0 | 0.038 |
| Age of onset of CHD, years | 51.7 ± 0.18 | 58.0 ± 8.0 | 0.013 |
| Hypertension, | 41 (78.8%) | 89 (70.6%) | 0.063 |
| Smoking, | 22 (43.1%) | 22 (18.2%) | 0.001 |
| Positive family history of CHD, | 52 (100%) | 71 (59.1%) | 0.001 |
The data are presented in the form of average and standard deviation.
Lipid risk factors and MI in FH patients.
| Predictors | With MI ( | Without MI ( |
|
|---|---|---|---|
| Lp(a), g/L | 0.67 ± 0.7 | 0.3 ± 0.42 | 0.008 |
| TC initial, mmol/L | 9.6 ± 1.7 | 10.0 ± 1.0 | 0.987 |
| LDL-C initial, mmol/L | 6.9 ± 1.4 | 7.0 ± 1.0 | 0.151 |
| HDL-C initial, mmol/L | 1.5 ± 0.5 | 2.0 ± 0.1 | 0.318 |
| TG initial, mmol/L | 1.8 ± 0.6 | 2.0 ± 1.0 | 0.574 |
| TC on treatment, mmol/L | 7 ± 2.2 | 8.0 ± 2.0 | 0.055 |
| LDL-C on treatment, mmol/L | 4.7 ± 2.0 | 5.0 ± 2.0 | 0.146 |
| HDL-C on treatment, mmol/L/ | 17.0 ± 22 | 25.3 ± 23.6 | 0.047 |
| TG on treatment, mmol/L | 1.9 ± 0.7 | 2.0 ± 1.0 | 0.464 |
| Percentage of TC reduction, % | 17 ± 22 | 25.5 ± 14.6 | 0.048 |
| Percentage of LDL-C reduction, % | 46.8 ± 14.6 | 56.9 ± 11.9 | <0.001 |
| Cum LDL-C, mmol/L × years | 50.0 ± 12.0 | 52.6 ± 10.3 | 0.500 |
The data are presented in the form of means and standard deviation.
Statistical significance of coefficients in calculating the odds ratio of MI in FH patients (logistic regression).
| Predictor | Coefficient | Statistical Error | OR |
|
|---|---|---|---|---|
| Deviation | −4.59 | 1.34 | 0.01 | 0.0006 |
| Positive family history of CHD | 1.69 | 0.46 | 5.42 | 0.0002 |
| Male gender | 1.11 | 0.43 | 3.03 | 0.010 |
| TC initial | 0.35 | 0.19 | 1.41 | 0.061 |
| Cum LDL-C/age | −0.43 | 0.22 | 0.65 | 0.051 |
| Hypertension | 1.75 | 0.44 | 5.75 | <0.0001 |
| Smoking | 1.07 | 0.44 | 2.92 | 0.015 |
Formula for calculating OR and MI probability: OR(MI) = exp − 4.59 + 1.69 × Family history + 0.35 × TC − 0.43 × cum LDL-C/age + 1.75 × Hypertension + 1.07 × smoking. P(MI) = 1/(1 + (1/OR)). The threshold classification = 0.19. If p (MI) < 0.19, MI is not predicted. If p (MI) ≥ 0.19, the MI is predicted. At the accepted threshold, the sensitivity is 81.8%; the specificity is 70.7%.
Figure 2ROC curve of prognostic model of MI outcome in FH patients.
Assessment of the global non-lipid risk factors impact for the development of the combined end point (CEP).
| With CEP ( | Without CEP ( |
| |
|---|---|---|---|
| Age, years | 57.4 ± 11.0 | 46.1 ± 14.5 | <0.001 |
| Males, | 38 (55.9%) | 47 (39.2%) | 0.028 |
| Creatinine, umol/L | 93.4 ± 20.6 | 78.9 ± 15.6 | <0.001 |
| GFR, mL/min/1.73 m2 | 71.6 ± 17.0 | 91.6 ± 22.6 | <0.001 |
| Glucose, mmol/L | 5.4 ± 1.1 | 5.0 ± 1.7 | 0.128 |
| BMI, kg/m2 | 28.1 ± 4.1 | 27.0 ± 3.7 | 0.084 |
| Waist size, cm | 87.5 ± 11.9 | 79.9 ± 13.6 | 0.007 |
| Age of CHD onset, years | 51.1 ± 10.3 | 58.1 ± 7.5 | <0.001 |
| Hypertension, | 58 (85.2%) | 64 (53.3%) | <0.0001 |
| Smoking, | 30 (44.1%) | 22 (18.3%) | 0.0003 |
| Positive family history of CHD, | 60 (88.2%) | 69 (57.5%) | <0.0001 |
| CHD, | 67 (98.5%) | 34 (28.3%) | <0.0001 |
The data are presented in the form of means and standard deviation.
Lipid risk factors in FH patients with combined end point (CEP).
| With CEP ( | Without CEP ( |
| |
|---|---|---|---|
| Lp(a), g/L | 0.63 ± 0.59 | 0.29 ± 0.42 | 0.001 |
| TC initial, mmol/L | 10.0 ± 1.9 | 9.4 ±1.3 | 0.022 |
| LDL initial, mmol/L | 7.2 ± 1.6 | 6.8 ± 1.3 | 0.030 |
| HDL initial, mmol/L | 1.5 ± 0.5 | 1.6 ± 0.5 | 0.040 |
| TG initial, mmol/L | 1.8 ± 0.6 | 1.6 ± 0.7 | 0.293 |
| TC on treatment, mmol/L | 7.0 ± 2.2 | 8.0 ± 2.0 | 0.002 |
| LDL-C on treatment, mmol/L | 4.7 ± 2.1 | 5.4 ± 1.8 | 0.012 |
| Percentage of TC reduction, % | 28.3 ± 23.9 | 14.7 ± 20.6 | 0.00006 |
| Percentage of LDL-C reduction, % | 34.7 ± 30.0 | 18.3 ± 25.6 | 0.0001 |
| Cum LDL-C, mmol/L × years | 397.8 ± 125.4 | 309.2 ± 124.8 | <0.001 |
| Index “Cum LDL-C/age”, mmol/L × years | 57.4 ± 11.0 | 46.1 ± 14.5 | <0.001 |
| Age of hypolipidemic therapy start, years | 52.5 ± 10.5 | 49.8 ± 12.0 | 0.173 |
The data are presented in the form of average and standard deviation.
Statistical significance of coefficients in calculating the odds ratio of the combined end point (CEP) in patients with FH.
| Indicator | Coefficient | Statistical Error | OR (Exp) |
|
|---|---|---|---|---|
| Deviation | −8.03 | 1.32 | 0.0003 | <0.0001 |
| Positive family history of CHD | 2.16 | 0.48 | 8.67 | <0.0001 |
| Male gender | 1.18 | 0.48 | 3.25 | 0.014 |
| Age | 0.08 | 0.02 | 1.08 | <0.0001 |
| Hypertension | 1.07 | 0.46 | 2.92 | 0.021 |
| Smoking | 1.09 | 0.48 | 2.97 | 0.024 |
Note: It can be stated that increasing the age by 10 years leads to an increase in the OR (CEP) by 2.16 times. Formula for calculating OR and CEP probability: OR (CEP) = exp(−8.03 + 2.16 × Family history of CHD + 1.18 × male Sex + 0.08 × Age + 1.07 × Hypertension + 1.09 × Smoking. R (CEP) = 1/(1 + (1/OR)). The classification threshold = 0.45. If p (CEP) is <0.45, the CEP is not predicted. If p (CEP) is ≥0.45, the development of a CEP is predicted. The sensitivity is 67.6%; the specificity is 81.3%.
Figure 3ROC curve in the prognostic model of CEP outcome in FH patients.
Scale for assessing the risk of CEP developing in men with defined and probable familial hypercholesterolemia (FH).
| Men (Risk CEP Minimum) | ||||||
|---|---|---|---|---|---|---|
| Age < 30 years | ||||||
| Positive family history | Yes | Yes | Yes | No | Yes | No |
| Hypertension | Yes | No | Yes | Yes | No | No |
| Smoking | Yes | Yes | No | Yes | No | No |
| Age 30–42 years | ||||||
| Positive family history | Yes | Yes | Yes | No | Yes | No |
| Hypertension | Yes | No | Yes | Yes | No | No |
| Smoking | Yes | Yes | No | Yes | No | No |
| Age 43–56 years | ||||||
| Positive family history | Yes | Yes | Yes | No | Yes | No |
| Hypertension | Yes | No | Yes | Yes | No | No |
| Smoking | Yes | Yes | No | Yes | No | No |
| Age 56–83 years | ||||||
| Positive family history | Yes | Yes | Yes | No | Yes | No |
| Hypertension | Yes | No | Yes | Yes | No | No |
| Smoking | Yes | Yes | No | Yes | No | No |
| Age > 84 years | ||||||
| Positive family history | Yes | Yes | Yes | No | Yes | No |
| Hypertension | Yes | No | Yes | Yes | No | No |
| Smoking | Yes | Yes | No | Yes | No | No |
Note. Yes—the presence of a cardiovascular risk factors in the patient; no—the absence of a cardiovascular risk factors in the patient. Yellow background—high probability of CEP development (CEP development is predicted). Green background—low probability of CEP development (CEP development is not predicted).
Scale for assessing the risk of combined end point developing in women with defined and probable FH.
| Women (Risk CP Minimum) | ||||||
|---|---|---|---|---|---|---|
| Age < 44 years | ||||||
| Positive family history | Yes | Yes | No | Yes | No | No |
| Hypertension | Yes | No | Yes | No | No | No |
| Smoking | Yes | Yes | Yes | No | Yes | No |
| Age 44–57 years | ||||||
| Positive family history | Yes | Yes | No | Yes | No | No |
| Hypertension | Yes | No | Yes | No | No | No |
| Smoking | Yes | Yes | Yes | No | Yes | No |
| Age 58–70 years | ||||||
| Positive family history | Yes | Yes | No | Yes | No | No |
| Hypertension | Yes | No | Yes | No | No | No |
| Smoking | Yes | Yes | Yes | No | Yes | No |
| Age 71–84 years | ||||||
| Positive family history | Yes | Yes | No | Yes | No | No |
| Hypertension | Yes | No | Yes | No | No | No |
| Smoking | Yes | Yes | Yes | No | Yes | No |
| Age ≥ 85 years | ||||||
| Heredity | Yes | Yes | No | Yes | No | No |
| Hypertension | Yes | No | Yes | No | No | No |
| Smoking | Yes | Yes | Yes | No | Yes | No |
Note. Yes—the presence of a cardiovascular risk factors in the patient; no—the absence of cardiovascular risk factors in the patient. Yellow background—high probability of CEP development (CEP development is predicted). Green background—low probability of CEP development (CEP development is not predicted).