| Literature DB >> 31915470 |
Jagannath Malo1, Md Jahangir Alam2, Munjareen Shahnaz3, Kanakaraju Kaliannan4, Gopal Chandra1, Tarek Aziz1, Tapas Sarker1, Mihir Bala1, Ratna Paul5, Chandan K Saha6, Pradip K Karmakar1, Madhu S Malo7,8.
Abstract
BACKGROUND: We have previously shown that the deficiency of the gut enzyme intestinal alkaline phosphatase (IAP) is associated with type 2 diabetes mellitus (T2DM) in humans, and mice deficient in IAP develop the metabolic syndrome, a precipitant of T2DM and ischemic heart disease (IHD). We hypothesized that IAP deficiency might also be associated with IHD in humans. We aimed to determine the correlation between the IAP level and IHD in humans. METHODS ANDEntities:
Mesh:
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Year: 2019 PMID: 31915470 PMCID: PMC6930721 DOI: 10.1155/2019/8473565
Source DB: PubMed Journal: Dis Markers ISSN: 0278-0240 Impact factor: 3.434
Characteristics of healthy control participants and ischemic heart disease (IHD) patients.
| Characteristics | Total participants | Males | Females | |||
|---|---|---|---|---|---|---|
| Healthy | IHD | Healthy | IHD | Healthy | IHD | |
| No. of participants | 331 | 292 | 84 | 187 | 247 | 105 |
| Age of participants (yr.) | 50.8 ± 0.4 | 52.4 ± 0.5∗ | 52.3 ± 0.7 | 53.4 ± 0.7 | 50.3 ± 0.5 | 50.6 ± 0.9 |
| Weight (kg) | 58.2 ± 0.6 | 60.8±0.6∗∗ | 64.6 ± 1.1 | 63.0 ± 0.7 | 56.0 ± 0.7 | 56.8 ± 0.8 |
| Height (m) | 1.5 ± 0.01 | 1.6±0.01∗∗∗ | 1.6 ± 0.01 | 1.6 ± 0.00∗ | 1.5 ± 0.00 | 1.5 ± 0.01 |
| BMI (kg/m2) | 25.5 ± 0.2 | 24.1 ± 0.3 | 23.2 ± 0.3 | 24.1 ± 0.1∗ | 25.7 ± 0.3 | 25.7 ± 0.4 |
| Systolic blood pressure (mmHg)a | 136.2 ± 1.3 | 119.7±1.1∗∗∗ | 134.8 ± 1.9 | 119.6±1.3∗∗∗ | 136.7 ± 1.7 | 119.7±1.9∗∗∗ |
| Diastolic blood pressure (mmHg)a | 79.1 ± 0.7 | 76.9 ± 0.6∗ | 79.3 ± 1.3 | 77.8 ± 0.8 | 79.0 ± 0.9 | 76.1 ± 1.1∗ |
| Creatinine (mg/dl) | 0.8 ± 0.01 | 1.1±0.02∗∗∗ | 0.9 ± 0.04 | 1.2±0.03∗∗∗ | 0.8 ± 0.01 | 1.0±0.03∗∗∗ |
| Cholesterol (mg/dl)a | 163.3 ± 1.5 | 164.3 ± 2.8 | 159.8 ± 3.2 | 163.8 ± 3.7 | 164.5 ± 1.6 | 165.2 ± 4.0 |
| HDL (mg/dl)a | 38.6 ± 0.4 | 37.8 ± 0.6 | 36.9 ± 0.9 | 38.1 ± 0.8 | 39.1 ± 0.5 | 37.3 ± 1.0 |
| LDL (mg/dl)a | 94.9 ± 1.2 | 95.1 ± 2.2 | 93.1 ± 3.0 | 94.6 ± 3.0 | 95.5 ± 1.3 | 95.9 ± 3.1 |
| Triglycerides (mg/dl)a | 151.9 ± 2.6 | 160.5 ± 5.9 | 150.2 ± 5.6 | 157.9 ± 7.3 | 152.5 ± 2.9 | 165.2 ± 10.0 |
| ALT (U/l) | 44.8 ± 0.8 | 59.8±3.7∗∗∗ | 44.7 ± 1.3 | 60.4 ± 4.3∗ | 44.9 ± 1.0 | 58.8±6.9∗∗ |
| FPG (mmol/l) | 4.4 ± 0.05 | 5.2±0.1∗∗∗ | 4.4 ± 0.1 | 5.0 ± 0.2∗ | 4.4 ± 0.1 | 5.5±0.2∗∗∗ |
The IHD patients were recruited from the patients admitted in the National Institute of Cardiovascular Diseases Hospital (NICVDH), Dhaka, Bangladesh. The control participants were recruited from a suburb of Dhaka, Bangladesh. All participants were on overnight (10 h) fasting and investigated for all the physical and biochemical tests described above. Statistics: values are expressed as mean ± SEM (values have been shown as median (range) in Table 2). Statistical significance of the difference between two respective groups was tested using the unpaired two-tailed Student's t-test. p < 0.05 is considered significant. ∗p < 0.05. ∗∗p < 0.01. ∗∗∗p < 0.001. aThe value might be influenced because most IHD patients were on antihypertension and antidyslipidemia (anticholesterol) medications.
Characteristics of healthy control participants and ischemic heart disease (IHD) patients.
| Characteristics | Total participants | Males | Females | |||
|---|---|---|---|---|---|---|
| Healthy | IHD | Healthy | IHD | Healthy | IHD | |
| No. of participants | 331 | 292 | 84 | 187 | 247 | 105 |
| Age of participants (yr.) | 50.0 (35.0-70.0) | 52.0 (35.0-70.0)∗ | 52.0 (35.0-70.0) | 55.0 (35.0-70.0) | 50.0 (35.0-70.0) | 50.0 (35.0-70.0) |
| Weight (kg) | 58.0 (34.0-100.0) | 60.0 (38.0-115.0)∗∗ | 64.5 (38.0-93.0) | 62.0 (38.0-115.0) | 55.0 (34.0-100.0) | 56.0 (38.0-80.0) |
| Height (m) | 1.5 (1.2-1.8) | 1.6 (1.2-1.8)∗∗∗ | 1.6 (1.4-1.8) | 1.7 (1.3-1.8)∗ | 1.5 (1.2-1.7) | 1.5 (1.2-1.7) |
| BMI (kg/m2) | 25.0 (18.5-46.1) | 23.5 (16.4-44.4) | 24.6 (18.8-33.1) | 23.1 (16.4-42.2) | 25.3 (18.5-46.1) | 25.5 (17.7-44.4) |
| Systolic blood pressure (mmHg) | 133.0 (87.0-229.0) | 120.0 (80.0-182.0)∗∗∗ | 131.5 (101.0-193.0) | 120.0 (80.0-160.0)∗∗∗ | 133.0 (87.0-229.0) | 120.0 (90.0-182.0)∗∗∗ |
| Diastolic blood pressure (mmHg) | 77.0 (49.0-132.0) | 80.0 (50.0-110.0) | 78.0 (57.0-125.0) | 80.0 (60.0-110.0) | 77.0 (49.0-132.0) | 79.0 (50.0-110.0) |
| Creatinine (mg/dl) | 0.8 (0.4-2.8) | 1.1 (0.5-4.8)∗∗∗ | 0.9 (0.5-2.8) | 1.2 (0.7-4.8)∗∗∗ | 0.8 (0.4-1.3) | 0.9 (0.5-2.6)∗∗∗ |
| Cholesterol (mg/dl) | 162.0 (84.3-292.0) | 160.0 (65.0-456.0) | 156.0 (94.0-280.0) | 160.0 (65.0-456.0) | 162.0 (84.3-292.0) | 162.0 (94.0-298.0) |
| HDL (mg/dl) | 40.0 (21.0-87.6) | 38.0 (12.0-58.0) | 40.0 (21.0-55.0) | 38.0 (12.0-58.0) | 40.0 (21.0-87.6) | 36.0 (19.0-56.0) |
| LDL (mg/dl) | 92.6 (27.8-188.6) | 92.6 (13.0-352.4) | 88.0 (43.6-188.6) | 92.1 (13.0-352.4) | 93.8 (27.8-177.0) | 96.0 (17.00-211.2) |
| Triglycerides (mg/dl) | 153.0 (62.0-405.0) | 135.5 (17.0-950.0)∗ | 145.0 (63.0-305.0) | 134.0 (17.0-950.0) | 154.0 (62.0-405.0) | 138.0 (27.0-564.0) |
| ALT (U/l) | 44.0 (15.0-215.0) | 43.0 (3.0-582.0) | 44.0 (15.0-90.0) | 44.0 (3.0-548.0) | 44.0 (19.9-215.0) | 41.5 (5. 0-582.0) |
| FPG (mmol/l) | 4.3 (3.0-7.0) | 4.6 (2.5-17.1)∗∗ | 4.5 (3.0-6.2) | 4.4 (2.5-17.1) | 4.2 (3.0-7.0) | 5.0 (2.8-15.5)∗∗∗ |
The recruitment information on participants has been provided in Table 1. Statistics: values are expressed as median (range) (values have been shown as mean ± SEM in Table 1). Statistical significance of the difference between two respective groups was tested using the Wilcoxon two independent sample test (Mann–Whitney U test). p < 0.05 is considered significant. ∗p < 0.05. ∗∗p < 0.01. ∗∗∗p < 0.001.
Figure 1Patients with ischemic heart disease (IHD) have low level of intestinal alkaline phosphatase (IAP) in their stool. Stool samples of control healthy participants and IHD patients were homogenized in a stool dilution buffer followed by centrifugation and collection of supernatant. The supernatant was assayed for IAP concentration using an automatic biochemistry analyzer. Statistics: values are expressed as mean ± SEM. Statistical significance of the difference between two groups was tested using the unpaired two-tailed Student's t-test. p < 0.05 is considered significant. ∗p < 0.05, ∗∗∗p < 0.001. The post hoc statistical power of the study was 99.6%, validating the adequacy of power (conventionally, >80% power at α = 0.05) for sample sizes. Percentage of IAP in IHD patients compared to healthy controls: total, 70.5%; male, 79.9%; female, 72.9%. The average IAP level is 20.7% less in healthy control males compared to healthy females; however, the difference is not significant (p = 0.087223). The average IAP level is 13.0% less in IHD males compared to IHD females; however, the difference is not significant (p = 0.140301).
Figure 2IAP levels are low in IHD patients at most percentile points. Individual IAP values from each group (healthy controls or IHD patients) were arranged from the lowest to the highest, and then, the average IAP value within each 20th percentile was calculated (n = 29 within each 20th percentile for IHD patients, and n = 66 within each 20th percentile for healthy controls). Average values for corresponding percentiles are plotted. Statistics: values are expressed as mean ± SEM. Statistical significance of the difference between two respective groups was tested using the unpaired two-tailed Student's t-test. p < 0.05 is considered significant. ns: not significant; ∗∗∗p < 0.001. Note: only the values in first and last 20 percentile divisions will be greatly affected if an “outlier” (a few extremely high or low values, compared to the most other values, affecting the mean value) is present. The values within 20th and 80th percentiles are real, not affected by outliers.
Pearson correlation coefficients between IAP level and different risk factors of IHD.
| Risk factors | ALL participants | Male | Female | |||
|---|---|---|---|---|---|---|
| Healthy | IHD | Healthy | IHD | Healthy | IHD | |
| Age (yr.) | -0.04410 | -0.05934 | -0.12718 | -0.14064 | -0.01674 | 0.08704 |
| BMI (kg/m2) | 0.02702 | 0.06395 | 0.02645 | 0.08671 | 0.01534 | -0.01727 |
| Creatinine (mg/dl) | -0.06096 | -0.02564 | -0.00261 | -0.04936 | -0.07011 | 0.10493 |
| Cholesterol (mg/dl) | 0.06597 | 0.09868 | 0.23047 | 0.19041 | 0.01560 | -0.05080 |
| HDL (mg/dl) | 0.04829 | -0.01037 | 0.07642 | 0.06194 | 0.02876 | -0.09932 |
| LDL (mg/dl) | 0.05118 | 0.12686 | 0.22757 | 0.22708 | -0.00577 | -0.04219 |
| Triglycerides (mg/dl) | -0.01762 | 0.01630 | -0.01846 | 0.00957 | -0.02013 | 0.01823 |
| ALT (U/l) | -0.01128 | -0.07363 | 0.32882 | -0.00870 | -0.07092 | -0.14916 |
| FPG (mmol/l) | 0.06829 | -0.02771 | -0.07561 | -0.05947 | 0.09646 | -0.00181 |
| Systolic blood pressure(mmHg) | 0.00781 | -0.01646 | 0.18112 | -0.11468 | -0.02604 | 0.09373 |
| Diastolic blood pressure(mmHg) | 0.03910 | 0.03394 | -0.04839 | -0.06076 | 0.05841 | 0.16490 |
A Pearson correlation coefficient close to +1 or -1 indicates that the two variables are highly correlated (positively or negatively, respectively). A correlation coefficient between 0 and +0.35 or between 0 and -0.35 was considered of having no correlation between the two variables. Statistics: Pearson coefficient was calculated using the SAS program.
A generalized linear regression model predicts an association of intestinal alkaline phosphatase (IAP) with ischemic heart disease (IHD).
| Source | DF | Type III SS |
| Pr > |
|---|---|---|---|---|
| IHD | 1 | 24854.96 | 8.59 | 0.0035 |
| Sex | 1 | 9371.37 | 3.24 | 0.0724 |
| Age (yr.) | 1 | 162.05 | 0.06 | 0.8130 |
| BMI (kg/m2) | 1 | 11.87 | 0.00 | 0.9490 |
| Creatinine (mg/dl) | 1 | 7.38 | 0.00 | 0.9597 |
| Cholesterol (mg/dl) | 1 | 1536.68 | 0.53 | 0.4664 |
| HDL (mg/dl) | 1 | 1770.68 | 0.61 | 0.4343 |
| LDL (mg/dl) | 1 | 20.75 | 0.01 | 0.9325 |
| Triglycerides (mg/dl) | 1 | 410.99 | 0.14 | 0.7064 |
| ALT (U/l) | 1 | 1127.98 | 0.39 | 0.5326 |
| FPG (mmol/l) | 1 | 148.22 | 0.05 | 0.8210 |
| Systolic blood pressure (mmHg) | 1 | 3602.53 | 1.25 | 0.2649 |
| Diastolic blood pressure (mmHg) | 1 | 5263.90 | 1.82 | 0.1779 |
The model predicts a strong association of IAP with IHD. Statistics: the SAS program was used for generalized linear modeling (GLM) for regression analysis.
Multiple logistic regression analysis predicts an association of intestinal alkaline phosphatase (IAP) deficiency with ischemic heart disease (IHD).
| Explanatory variables | Logistic coefficient per unit change | Odds ratio (95% CI) |
|---|---|---|
| IAP (U/g stool) | -0.00730∗∗ | 0.993 (0.987-0.998) |
| Sex (ref = male) | -0.3759∗∗ | 0.471 (0.288-0.771) |
| Age (yr.) | 0.0284∗ | 1.029 (1.001-1.057) |
| Body mass index (BMI, kg/m2) | -0.00894 | 0.991 (0.936-1.050) |
| Creatinine (mmol/l) | 0.0364∗∗∗ | 1.037 (1.025-1.049) |
| Total cholesterol (mg/dl) | 0.00114 | 1.001 (0.983-1.020) |
| HDL-cholesterol (mg/dl) | -0.0362 | 0.964 (0.930-1.000) |
| LDL-cholesterol (mg/dl) | 0.0127 | 1.013 (0.994-1.032) |
| Triglycerides (mg/dl) | 0.000809 | 1.001 (0.997-1.005) |
| ALT (U/l) | 0.0110∗∗ | 1.011 (1.003-1.019) |
| Systolic blood pressure (mmHg) | -0.0746∗∗∗ | 0.928 (0.911-0.945) |
| Diastolic blood pressure (mmHg) | 0.0660∗∗∗ | 1.068 (1.039-1.098) |
| FPG (mmol/l) | 0.4717∗∗∗ | 1.603 (1.339-1.918) |
| Area under the curve (AUC) = 0.89 | ||
Multiple logistic regression analysis reveals that the IAP level is negatively associated with log-odds of IHD. For one unit (U/g stool) increase in the IAP level, the odds of developing IHD is decreased by 1% controlling for other risk factors, which indicates that high IAP level is probably protective against IHD. Statistics: Proc Logist procedure (SAS) was used for multiple logistic regression analysis determining association between IHD and independent risk factors (explanatory variables) including IAP. p < 0.05 is considered significant. ∗p < 0.05; ∗∗p < 0.01; ∗∗∗p < 0.001.
Figure 3Obese women with high IAP do not develop IHD. Stool samples of healthy participants and IHD patients were assayed for IAP concentration using an automatic biochemistry analyzer (see Figure 1). The healthy controls as well as IHD patients were categorized in two groups, one with high BMI (>25.0 kg/m2) and the other having low BMI (<25.0 kg/m2). Statistics: values are expressed as mean ± SEM. Statistical significance of the difference between two groups was tested using the unpaired two-tailed Student's t-test. p < 0.05 is considered significant. ∗p < 0.05; ∗∗p < 0.01; ∗∗∗p < 0.001. Note: the IAP values are mildly higher in obese male control participants compared to obese male IHD patients; however, the difference is not significant (p = 0.648285). There is no significant difference in IAP levels between high- and low-BMI groups of healthy controls as well as between high- and low-BMI groups of IHD patients. Also, there is no significant difference in IAP levels between males and females of high- and low-BMI groups of the respective study population.