| Literature DB >> 34729328 |
Mami Ishikawa1, Mutsumi Nagai2, Eiji Matsumoto2, Masaaki Hashimoto2.
Abstract
BACKGROUND: Carotid artery plaque, white matter disease (WMD), and silent lacunae infarcts (initial indicators) are associated with symptomatic cerebral infarction (CI) caused by atherosclerosis. We retrospectively examined the association between the initial indicators and risk factors for cerebrovascular disease, considering the primary prevention of symptomatic CI.Entities:
Keywords: Cerebral infarction; intima-media thickness; leukoaraiosis; plaque; risk factors
Year: 2021 PMID: 34729328 PMCID: PMC8515627 DOI: 10.4103/JMU.JMU_107_20
Source DB: PubMed Journal: J Med Ultrasound ISSN: 0929-6441
Clinical characteristics in Group 0, 1, and 2
| No plaque (Group 0) | Plaques on one side (Group 1) | Plaques on both sides (Group 2) | Total |
| |||
|---|---|---|---|---|---|---|---|
|
| |||||||
| Group | Group 1 versus 2 | Group 0 versus 2 | |||||
| Age (years) | 48.6±10.4 | 56.6±9.5 | 61.3±9.3 | 53.1±11.3 | <0.0001* | <0.0001* | <0.0001* |
| AA | 59.0±5.6 | 58.9±7.8 | 59.8±8.0 | 59.2±7.2 | 0.96 | 0.26 | 0.37 |
|
| 845 | 344 | 314 | 1503 | |||
| AA | 339 | 300 | 288 | 927 | |||
| Gender, male (%) | 445 (53) | 209 (61) | 229 (73) | 883 (59) | |||
| AA (%) | 159 (47) | 175 (58) | 213 (74) | 547 (59) | |||
| Plaque | |||||||
| Score (mm) | 0 | 1.78±0.95 | 4.94±2.95 | 2.03±2.40 | <0.0001* | <0.0001* | <0.0001* |
| AA | 0 | 1.80±0.99 | 4.65±2.38 | 2.03±2.40 | <0.0001* | <0.0001* | <0.0001* |
| Number | 0 | 1.16±0.39 | 3.17±1.70 | 1.32±1.48 | <0.0001* | <0.0001* | <0.0001* |
| AA | 0 | 1.17±0.40 | 3.02±1.33 | 1.32±1.48 | <0.0001* | <0.0001* | <0.0001* |
| Maximum IMT (mm) | 0.63±0.33 | 1.60±0.53 | 2.16±0.73 | 1.43±0.83 | <0.0001* | <0.0001* | <0.0001* |
| AA | 0.67±0.11 | 1.61±0.54 | 2.13±0.82 | 1.43±0.83 | <0.0001* | <0.0001* | <0.0001* |
| WMD | |||||||
| PVH (grade) | 0.12±0.34 | 0.25±0.48 | 0.43±0.62 | 0.31±0.52 | <0.0001* | <0.0001* | <0.0001* |
| AA | 0.28±0.48 | 0.28±0.51 | 0.38±0.58 | 0.31±0.52 | 1.00 | 0.04* | 0.04* |
| DSWMH (grade) | 0.38±0.60 | 0.66±0.70 | 0.82±0.76 | 0.72±0.71 | <0.0001* | 0.0051* | <0.0001* |
| AA | 0.66±0.70 | 0.74±0.70 | 0.77±0.73 | 0.72±0.71 | 0.34 | 0.86 | 0.13 |
| Lacunae (number) | 0.08±0.32 | 0.14±0.59 | 0.24±0.54 | 0.13±0.45 | 0.09 | 0.02* | <0.0001* |
| AA | 0.15±0.43 | 0.15±0.63 | 0.23±0.54 | 0.17±0.54 | 0.99 | 0.23 | 0.19 |
| Laboratory data | |||||||
| TP | 7.11±0.37 | 7.14±0.38 | 7.14±0.41 | 7.13±0.38 | 0.63 | 0.96 | 0.45 |
| AA | 7.12±0.38 | 7.13±0.37 | 7.12±0.39 | 7.13±0.38 | 0.92 | 0.94 | 0.99 |
| GTP | 35.0±34.1 | 40.4±64.0 | 42.3±56.5 | 37.7±40.6 | 0.18 | 0.87 | 0.06 |
| AA | 35.2±31.2 | 36.2±37.5 | 42.2±51.8 | 37.7±40.6 | 0.07 | 0.17 | 0.94 |
| Tcho (mg/dl) | 205.9±33.1 | 211.4±35.0 | 215.8±30.5 | 214.3±32.7 | 0.02* | 0.20 | <0.0001* |
| AA | 212.4±32.9 | 214.3±34.6 | 216.6±30.2 | 214.3±32.7 | 0.25 | 0.68 | 0.74 |
| LDL (mg/dl) | 120.7±29.6 | 125.7±29.2 | 129.8±27.9 | 126.9±28.4 | 0.02* | 0.17 | <0.0001* |
| AA | 124.1±28.3 | 126.4±28.7 | 130.3±27.7 | 126.9±28.4 | 0.41 | 0.32 | 0.02* |
| HDL (mg/dl) | 60.5±16.2 | 58.8±15.8 | 57.0±13.9 | 59.5±16.2 | 0.20 | 0.30 | 0.0018* |
| AA | 61.1±18.1 | 59.7±15.6 | 57.3±14.1 | 59.5±16.2 | 0.54 | 0.18 | 0.01* |
| TG (mg/dl) | 109.4±66.3 | 112.7±64.8 | 127.2±76.4 | 117.4±68.8 | 0.73 | 0.02* | 0.0002* |
| AA | 114.2±66.5 | 112.4±63.3 | 126.5±75.9 | 117.4±68.8 | 0.94 | 0.03* | 0.06 |
| HbA1c (%) | 5.24±0.46 | 5.35±0.58 | 5.54±0.72 | 5.43±0.59 | 0.0067* | <0.0001* | <0.0001* |
| AA | 5.39±0.44 | 5.38±0.58 | 5.53±0.73 | 5.43±0.59 | 0.93 | 0.01* | 0.01* |
| BS | 99.2±12.1 | 102.7±16.4 | 107.6±21.0 | 103.9±17.0 | 0.0010* | 0.0001* | <0.0001* |
| AA | 101.6±13.2 | 103.3±15.6 | 107.3±21.3 | 103.9±17.0 | 0.40 | 0.01* | <0.0001* |
| BP | |||||||
| Systolic (mmHg) | 115±15 | 121±15 | 125±17 | 121.8±15.7 | <0.0001* | 0.0004* | <0.0001* |
| AA | 119±14 | 122±15 | 125±18 | 121.8±15.7 | 0.18 | 0.02* | <0.0001* |
| Diastolic (mmHg) | 72±11 | 74±9.9 | 76±11 | 75.2±10.1 | 0.01 | 0.15 | <0.0001* |
| AA | 75±9.9 | 75±9.7 | 76±11 | 75.2±10.1 | 0.94 | 0.11 | 0.19 |
| Smoking cigarettes | 6.6±10.4 | 8.9±13.2 | 12.9±15.0 | 8.8±13.1 | 0.0069* | 0.0001* | <0.0001* |
| AA | 5.8±9.8 | 8.9±13.6 | 12.2±14.9 | 8.8±13.1 | 0.01* | 0.001* | <0.0001* |
AA: Age-adjusted, IMT: Intima-media thickness, WMD: White matter disease, PVH: Periventricular hyperintensity, DSWMH: Deep and subcortical white matter hyperintensity, GTP: γ-glutamyl transpeptidase, Tcho: Total cholesterol, TG: Triglycerides, TP: Total protein, BP: Blood pressure, HbA1c: Hemoglobin A1c, HDL: High-density lipoprotein, LDL: Low-density lipoprotein, BS: Blood sugar
Logistic regression analysis between Group 0 and 1 and Group 2 from 1503 participants (lack of fit test: P>0.05)
| Discriminants | Group 0 and 1 | Group 2 | OR | 95% CI |
|
|---|---|---|---|---|---|
| Number | 1190 | 313 | |||
| Gender, male (%) | 654 (55) | 230 (73) | 2.415 | 1.702-3.450 | <0.0001* |
| Age (years) | 50.9±10.8 | 61.3±10.9 | 1.098 | 1.079-1.117 | <0.0001* |
| PVH (grade) | 0.16±0.39 | 0.43±0.62 | 1.035 | 0.757-1.414 | 0.827 |
| Lacunae | 0.08±0.32 | 0.14±0.59 | 1.177 | 0.866-1.548 | 0.284 |
| LDL (mg/dl) | 122.1±29.6 | 129.8±27.9 | 1.012 | 1.003-1.022 | <0.0001* |
| BP sys. (mmHg) | 116±15 | 125±17 | 1.012 | 1.003-1.022 | 0.012* |
| HbA1c (%) | 5.28±0.50 | 5.54±0.72 | 1.319 | 1.057-1.644 | 0.015* |
| Smoking cigarettes | 7.3±11.4 | 12.9±15.1 | 1.014 | 1.003-1.026 | 0.014* |
The model fit the data, determined by an LOF test (>0.05). LOF: Lack of fit test, CI: Confidence interval, OR: Odds ratio, PVH: Periventricular hyperintensity, LDL: Low-density lipoprotein, BP: Blood pressure, HbA1c: Hemoglobin A1c
Characteristics of no lacunae group and lacunae group from 1503 participants
| No lacunae group | Lacunae group | Levene |
| Total | |||
|---|---|---|---|---|---|---|---|
|
| |||||||
|
|
| ||||||
| Number | 1349 | 154 | 1503 | ||||
| Gender, Male | 796 (59%) | 86 (56%) | 646 (59%) | ||||
| Age (years) | 52.1±11.1 | 61.6±9.8 | 0.034 | 11.33 | 200 | <0.0001* | 56.7±8.4 |
| Plaque (grade) | 0.60±0.79 | 1.00±0.87 | 0.121 | 5.844 | 1501 | <0.0001* | |
| PVH (grade) | 0.15±0.38 | 0.81±0.67 | <0.0001 | 11.98 | 165 | <0.0001* | |
| DSWMH (grade) | 0.44±0.62 | 1.37±0.68 | 0.188 | 17.40 | 1501 | <0.0001* | 0.16±0.51 |
| Lab data | |||||||
| TP | 7.11±0.38 | 7.21±0.40 | 0.297 | 2.903 | 1501 | 0.004* | 7.13±0.39 |
| GTP | 37.4±45.0 | 41.1±66.3 | 0.166 | 0.931 | 1501 | 0.352 | 39.2±51.4 |
| Tcho (mg/dl) | 209.0±33.0 | 210.9±35.3 | 0.459 | 0.683 | 1501 | 0.495 | 212.8±33.3 |
| LDL (mg/dl) | 123.6±29.2 | 124.6±31.2 | 0.398 | 0.407 | 1501 | 0.684 | 126.2±29.0 |
| HDL (mg/dl) | 59.3±14.9 | 60.1±21.1 | 0.208 | 0.587 | 1501 | 0.557 | 59.3±16.1 |
| TG (mg/dl) | 113.9±69.3 | 113.1±61.9 | 0.600 | -0.138 | 1501 | 0.890 | 117.1±70.8 |
| HbA1c (%) | 5.32±0.55 | 5.46±0.68 | 0.019 | 2.503 | 175 | 0.013* | 5.40±0.60 |
| BS | 101.2±15.3 | 107.0±19.9 | 0.0004 | 3.485 | 173 | 0.0006* | 103.2±17.1 |
| BP | |||||||
| Systolic (mmHg) | 117.3±15.3 | 126.0±17.5 | 0.385 | 6.562 | 1501 | <0.0001* | 120.6±15.6 |
| Diastolic (mmHg) | 73.2±10.7 | 76.4±10.4 | 0.242 | 3.462 | 1501 | 0.0006* | 74.9±10.5 |
| Smoking cigarettes | 8.4±12.4 | 8.9±13.2 | 0.395 | 0.442 | 1501 | 0.659 | 8.7±13.0 |
Subgroup 00: no evidence of plaque or WMD. Others: plaque + and WMD+, plaque + and WMD-, plaque- and WMD+.
Characteristics of subgroup 00 and others in 1089 participants
| Subgroup 00 | Others | Levene ( |
|
| Total | ||
|---|---|---|---|---|---|---|---|
|
| 184 | 905 | 1089 | ||||
| Gender, male (%) | 102 (55) | 544 (60) | 646 (59) | ||||
| Age (years) | 56.0±4.9 | 56.9±7.5 | <0.0001 | 1.899 | 467 | 0.058 | 56.7±8.4 |
| Lacune (number) | 0.03±0.19 | 0.19±0.55 | <0.0001 | 6.953 | 820 | <0.0001* | 0.16 ± 0.51 |
| Laboratory data | |||||||
| TP | 7.11±0.36 | 7.13±0.39 | 0.119 | 0.555 | 1087 | 0.579 | 7.13±0.39 |
| GTP | 34.8 ± 30.9 | 40.1 ± 54.6 | 0.197 | 1.286 | 1087 | 0.199 | 39.2±51.4 |
| Tcho (mg/dl) | 214.2±33.8 | 212.5±33.2 | 0.520 | −0.635 | 1087 | 0.526 | 212.8±33.3 |
| LDL (mg/dl) | 125.1±29.3 | 126.5±29.0 | 0.675 | 0.569 | 1087 | 0.570 | 126.2±29.0 |
| HDL (mg/dl) | 61.9±16.3 | 58.8±16.1 | 0.438 | −2.402 | 1087 | 0.017* | 59.3±16.1 |
| TG (mg/dl) | 116.3±67.8 | 117.3±71.4 | 0.950 | 0.175 | 1087 | 0.861 | 117.1±70.8 |
| HbA1c (%) | 5.39±0.44 | 5.40±0.63 | 0.115 | 0.267 | 1087 | 0.790 | 5.40±0.60 |
| BS | 101.5±15.1 | 103.5±17.5 | 0.240 | 1.485 | 1087 | 0.138 | 103.2±17.1 |
| BP | |||||||
| Systolic (mmHg) | 116.5±14.0 | 121.4±15.8 | 0.231 | 3.933 | 1087 | <0.0001* | 120.6±15.6 |
| Diastolic (mmHg) | 73.8±10.0 | 75.1±10.5 | 0.763 | 1.478 | 1087 | 0.140 | 74.9±10.5 |
| Smoking cigarettes | 6.4±10.7 | 9.2±13.4 | 0.002 | 3.076 | 307 | 0.002* | 8.7±13.0 |
Subgroup 00: No evidence of plaque or WMD. Others: plaque + and WMD+, plaque+ and WMD-, plaque- and WMD+. WMD: White matter disease, Df: Degree of freedom, HbA1c: Hemoglobin A1c, HDL: High-density lipoprotein, LDL: Low-density lipoprotein, BS: Blood sugar, TP: Total protein, BP: Blood pressure, TG: Triglycerides, Tcho: Total cholesterol, GTP: γ-glutamyl transpeptidase
Logistic regression analysis between subgroup 00 and others from 1089 participants (lack of fit test: P>0.05)
| Discriminants | Subgroup 00 | Others | OR | 95% CI |
|
|---|---|---|---|---|---|
| Gender, male | 102 (55%) | 544 (60%) | 1.383 | 0.922-2.082 | 0.118 |
| Age (years) | 56.0±4.9 | 56.9±7.5 | 1.001 | 0.980-1.022 | 0.943 |
| Lacunae | 0.03±0.19 | 0.19±0.55 | 5.233 | 2.415-14.70 | <0.0001* |
| HDL (mg/dl) | 61.9±16.3 | 58.8±16.1 | 0.992 | 0.982-1.003 | 0.171 |
| BP sys. (mmHg) | 116.5±14.0 | 121.4±15.8 | 1.019 | 1.007-1.031 | 0.002* |
| HbA1c (%) | 5.39±0.44 | 5.40±0.63 | 0.915 | 0.695-1.246 | 0.555 |
| Smoking cigarettes | 6.4±10.7 | 9.2±13.4 | 1.008 | 0.992-1.027 | 0.321 |
The model fit the data, determined by an LOF test (>0.05). Subgroup 00: no evidence of plaque or WMD. Others: plaque+ and WMD+, plaque+ and WMD-, plaque- and WMD+. LOF: lack of fit test, LOF: Lack of fit test, CI: Confidence interval, OR: Odds ratio, HbA1c: Hemoglobin A1c, HDL: High-density lipoprotein, BP: Blood pressure, WMD: White matter disease
Characteristics of subgroup ++ and others from 40 to 52 years old
| Plaque and white matter disease | Levene ( |
|
| Total | |||
|---|---|---|---|---|---|---|---|
| Others | Subgroup ++ | ||||||
| Number | 412 | 43 | 455 | ||||
| Gender, male (%) | 247 (60) | 31 (72) | 278 (61) | ||||
| Age (years) | 46.8±3.5 | 47.7±3.1 | 0.119 | −1.689 | 453 | 0.092 | 46.9±3.4 |
| Lacunae (number) | 0.04±0.23 | 0.19±0.39 | <0.0001 | 2.331 | 45 | 0.024* | 0.06±0.25 |
| Laboratory data | |||||||
| TP | 7.09±0.37 | 7.09±0.41 | 0.145 | −0.077 | 453 | 0.939 | 7.09±0.37 |
| GTP | 38.0±34.9 | 73.1±148.8 | <0.0001 | 1.542 | 43 | 0.130 | 41.4±57.1 |
| Tcho (mg/dl) | 207.9±33.0 | 217.1±29.5 | 0.480 | −1.768 | 453 | 0.077 | 208.7±32.8 |
| LDL (mg/dl) | 122.9±30.1 | 132.8±24.5 | 0.148 | −2.051 | 453 | 0.041* | 123.8±29.7 |
| HDL (mg/dl) | 60.3±15.4 | 56.3±12.8 | 0.088 | 1.634 | 453 | 0.103 | 59.9±15.2 |
| TG (mg/dl) | 117.1±75.5 | 137.5±95.2 | 0.039 | −1.638 | 453 | 0.102 | 119.1±77.7 |
| HbA1c (%) | 5.22±0.53 | 5.19±0.29 | 0.168 | 0.424 | 453 | 0.672 | 5.22±0.51 |
| BS | 98.9±13.4 | 99.0±8.7 | 0.397 | −0.010 | 453 | 0.992 | 98.9±13.0 |
| BP | |||||||
| Systolic (mmHg) | 114.1±13.7 | 121.6±16.5 | 0.021 | 2.859 | 48 | 0.006* | 114.8±14.1 |
| Diastolic (mmHg) | 72.9±11.2 | 77.7±12.3 | 0.404 | −2.611 | 453 | 0.009* | 73.4±11.4 |
| Smoking cigarettes | 7.98±11.6 | 10.8±13.1 | 0.078 | −1.520 | 453 | 0.129 | 8.25±11.8 |
Subgroup ++: Evidence of plaque and WMD. Others: plaque− and WMD−, plaque+ and WMD−, plaque− and WMD+. WMD: White matter disease, Df: Degree of freedom, HbA1c: Hemoglobin A1c, HDL: High-density lipoprotein, LDL: Low-density lipoprotein, BS: Blood sugar, TP: Total protein, BP: Blood pressure, TG: Triglycerides, Tcho: Total cholesterol, GTP: γ-glutamyl transpeptidase
Logistic regression analysis between subgroup ++ and others from 40 to 52 years old (lack of fit test: P>0.05)
| Discriminants | Others | Subgroup ++ | OR | 95% CI |
|
|---|---|---|---|---|---|
| Gender (%) | 247 (60) | 31 (72) | 1.443 | 0.644-3.370 | 0.377 |
| Age (years) | 46.8±3.5 | 47.7±3.1 | 1.070 | 0.968-1.188 | 0.188 |
| Lacunae ( | 0.04±0.23 | 0.19±0.39 | 4.217 | 1.691-10.32 | 0.003* |
| LDL (mg/dl) | 122.9±30.1 | 132.8±24.5 | 1.013 | 1.001-1.025 | 0.025* |
| BP sys. (mmHg) | 114.1±13.7 | 121.6±16.5 | 1.033 | 1.010-1.057 | 0.005* |
| HbA1c (%) | 5.22±0.53 | 5.19±0.29 | 0.607 | 0.249-1.134 | 0.131 |
| Smoking cigarettes | 7.98±11.6 | 10.8±13.1 | 1.010 | 0.982-1.037 | 0.458 |
Subgroup ++: Evidence of plaque and WMD. Others: plaque− and WMD−, plaque+ and WMD−, plaque− and WMD+. The model fit the data, determined by an LOF test (>0.05). LOF: Lack of fit test, CI: Confidence interval, OR: Odds ratio, HbA1c: Hemoglobin A1c, LDL: Low-density lipoprotein, BP: Blood pressure, WMD: White matter disease
Figure 1Representative images of carotid plaque (2.2 mm) and WMD. Arrows: plaque or WMD. MRI: magnetic resonance image, FLAIR: fluid-attenuated inversion recovery, WMD: White matter disease
Logistic regression analysis between no lacunae group and lacunae group from 1503 participants (lack of fit test: P>0.05)
| Discriminants | No lacunae group | Lacunae group | OR | 95% CI |
|
|---|---|---|---|---|---|
|
| 1349 | 154 | |||
| Gender, male (%) | 796 (59) | 86 (56) | 0.766 | 0.489-1.197 | 0.242 |
| Age (years) | 52.1±11.1 | 61.6±9.8 | 1.026 | 1.003-1.050 | 0.024* |
| Plaque grade | 0.60±0.79 | 1.00±0.87 | 1.053 | 0.816-1.357 | 0.689 |
| PVH (grade) | 0.15±0.38 | 0.81±0.67 | 5.795 | 4.044-8.443 | <0.0001* |
| LDL (mg/dl) | 123.6±29.2 | 124.6±31.2 | 1.002 | 0.995-1.008 | 0.611 |
| BP sys. (mmHg) | 117±15 | 126±18 | 1.015 | 1.002-1.027 | 0.020* |
| HbA1c (%) | 5.32±0.55 | 5.46±0.68 | 0.962 | 0.662-1.342 | 0.828 |
| Smoking cigarettes | 8.4±12.4 | 8.9±13.2 | 0.997 | 0.980-1.014 | 0.726 |
The model fit the data, determined by an LOF test (>0.05). LOF: Lack of fit test, CI: Confidence interval, OR: Odds ratio, HbA1c: Hemoglobin A1c, LDL: Low-density lipoprotein, BP: Blood pressure, PVH: Periventricular hyperintensity
Logistic regression analysis between no white matter disease group and white matter disease group from 1503 participants (lack of fit test: P>0.05)
| Discriminants | No WMD group | WMD group | OR | 95% CI |
|
|---|---|---|---|---|---|
| Number | 829 | 674 | |||
| Gender, male (%) | 392 (60) | 391 (58) | 0.937 | 0.699-1.257 | 0.665 |
| Age (years) | 48.0±9.9 | 59.3±9.7 | 1.103 | 1.087-1.121 | <0.0001* |
| Plaque (grade) | 0.46±0.73 | 0.87±0.84 | 1.025 | 0.863-1.216 | 0.779 |
| Lacunae | 0.01±0.12 | 0.27±0.63 | 11.79 | 6.278-24.81 | <0.0001* |
| LDL (mg/dl) | 122.4±29.5 | 125.4±29.1 | 1.001 | 0.997-1.005 | 0.641 |
| BP sys. (mmHg) | 114±15 | 123±16 | 1.015 | 1.006-1.024 | 0.001* |
| HbA1c (%) | 5.24±0.48 | 5.44±0.63 | 1.312 | 0.906-1.422 | 0.275 |
| Smoking cigarettes | 8.1±11.3 | 9.0±13.7 | 0.998 | 0.987-1.009 | 0.694 |
The model fit the data, determined by an LOF test (>0.05). WMD: White matter disease, LOF: Lack of fit test, CI: Confidence interval, OR: Odds ratio, HbA1c: Hemoglobin A1c, LDL: Low-density lipoprotein, BP: Blood pressure