| Literature DB >> 36145188 |
Anita Saxena1, Sanjay Srinivasa2, Ilangovan Veerappan3, Chakko Jacob4, Amol Mahaldar5, Amit Gupta6, Ananthasubramaniam Rajagopal7.
Abstract
Design, participants, setting, and measurements: Predialysis adult participants with chronic kidney disease (CKD) and mean estimated glomerular filtration rate (eGFR) <45 mL/min per 1.73 m2) were recruited in 2019 to a multicentric double-blinded randomized controlled trial of enzobiotic therapy (synbiotics and proteolytic enzymes) conducted over 12 weeks. The primary objective was to evaluate the efficacy and safety of enzobiotics in reducing the generation of p-cresol sulfate (PCS) and indoxyl sulfate (IS), stabilizing renal function, and improving quality of life (QoL), while the secondary objective was to evaluate the feasibility of the diagnostic prediction of IS and PCS from CKD parameters.Entities:
Keywords: SF-36-QoL; adversity ratio; eGFR; indoxyl sulfate; p-cresol; protein-bound uremic toxins (PBUTs)
Mesh:
Substances:
Year: 2022 PMID: 36145188 PMCID: PMC9503043 DOI: 10.3390/nu14183804
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 6.706
Figure 1A dysbiotic gut with inadequate protein metabolism contributes to the increased inflammatory state responsible for CKD progression, morbidity, and mortality. Supplementation of enzobiotics (synbiotics + proteolytic enzymes) with food ensures complete protein metabolism in a eubiotic environment, thus reducing the inflammatory state and leading to better outcomes in CKD rat model [27].
Figure 2Schema of the Study. MOA, method of analysis; QoL, quality of life; TC, total count; HDL, high-density lipids; LDL, low-density lipids; SGOT/SGPT, serum glutamic–oxaloacetic transaminase; SGPT, serum glutamic–pyruvic transaminase; BUN, blood urea nitrogen; Na, sodium; K, potassium; P, phosphorus; UA, uric acid; PC, platelet count; HR, heart rate; PR, pulse rate; NABH, National Accreditation Board for Hospitals and Healthcare Providers. Diversified Indian population: 85 subjects were recruited from Coimbatore (23 Tamilnadu), Bangalore (25 from Karnataka), Lucknow (30 from Uttarpradesh), and Goa (seven from Goa).
Study recruitment and attrition statistics.
| Enzobiotic Group | Placebo Group | |
|---|---|---|
| Total patients recruited at start of study | 50 | 35 |
| Lost to follow-up | 3 | 1 |
| Consent withdrawn | 1 | 6 |
| Logistic delays (sample reaching central lab after >48 h) | 4 | 2 |
| Protocol violation (missed follow-up visit) | 5 | 3 |
| Follow-up after predefined acceptable study window for final visit, i.e., reported after 97 days. | 8 | 2 |
| Total dropouts | 21 | 14 |
| Total patients who completed study | 29 | 21 |
Baseline demographics and lab data.
| Variables | Placebo Group | Enzobiotic Group | Significance | |||
|---|---|---|---|---|---|---|
| Statistics | Day 0 ( | Day 90 ( | Day 0 ( | Day 90 ( | ||
| Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | Placebo vs. Enzobiotics on Day 90 | ||
| Age | Mean | 49 ± 15 | 49 ± 15 | 54 ± 10 | 54 ± 10 | 0.176 |
| 42–56 | 42–56 | 50–58 | 50–58 | |||
| Body mass index | Mean | 26.08 ± 6.921 | 26.28 ± 7.04 | 25.61 ± 4.52 | 25.57 ± 4.55 | 0.689 |
| CI for mean | 22.93–29.23 | 23.073–29.480 | 23.89–27.33 | 23.838–27.300 | ||
| Blood pressure—systolic * | Median | 130 ± 22.6 | 138 ± 18.89 | 140 ± 15.29 | 130 ± 26.54 | 0.084 |
| CI for median | 128.37–138.65 | 130–144.33 | 130–144 | 128.34–140.0 | ||
| Blood pressure—diastolic | Mean | 84.05 ± 15.53 | 85.19 ± 12.89 | 90 ± 11.77 * | 75 ± 9.982 * | 0.034 * |
| CI for mean | 76.98–91.12 | 79.32–106 | 78.84–90 | 70–80 | ||
| Blood urea | Mean | 89.63 ± 46.96 | 92.9 ± 48.9 | 81.33 ± 39.86 | 91.47 ± 40.80 | 0.912 |
| CI for mean | 68.25–111 | 70.61–115.17 | 66.17–96.49 | 75.95–106.99 | ||
| Plasma creatinine | Mean | 5.14 ± 2.40 | 5.03 ± 2.9 | 4.02 ± 1.84 | 4.4 * | 0.523 |
| CI for mean | 4.04–6.23 | 3.70–6.35 | 3.32–4.72 | 2.88–5.22 | ||
| Hemoglobin | Mean | 10.71 ± 2.28 | 10.73 ± 2.24 | 11.56 ± 1.79 | 11.59 ± 2.00 | 0.169 |
| CI for mean | 9.68–11.75 | 9.64–11.81 | 10.86–12.25 | 10.83–12.35 | ||
| WBC—total count | Mean | 8.33 ± 2.15 | 8.29 ± 0.44 | 8.55 ± 2.21 | 8.73 ± 0.74 | 0.546 |
| CI for mean | 7.35–9.31 | 7.37–9.22 | 7.7–9.4 | 7.69–9.78 | ||
| Platelet count | Mean | 229.57 ± 72.06 | 247 ± 81 | 238.21 ± 68.14 | 232 * | 0.866 |
| CI for mean | 196.77–262.37 | 208.26–286.37 | 211.79–264.64 | 208–247.17 | ||
| Potassium * | Median | 4.5 | 4.60 | 4.8 | 4.70 | 1.000 |
| CI for median | 4–4.75 | 4.27–4.95 | 4.3–5 | 4.19–4.90 | ||
| Uric acid | Mean | 6.87 ± 1.46 | 6.61 ± 2.05 | 6.96 ± 1.65 | 6.65 ± 2.17 | 0.939 |
| CI for mean | 6.21–7.53 | 5.67–7.54 | 6.33–7.58 | 5.82–7.47 | ||
| Phosphorus | Mean | 4.44 ± 1.43 | 4.32 ± 0.98 | 4.29 ± 1.02 | 4.25 ± 0.92 | 0.811 |
| CI for mean | 3.79–5.09 | 3.88–4.77 | 3.9–4.67 | 3.91–4.61 | ||
| Albumin | Mean | 3.71 ± 0.48 | 3.72 ± 0.49 | 3.8 ± 0.64 | 3.59 ± 0.62 | 0.433 |
| CI for mean | 3.5–3.9 | 3.49–3.94 | 3.58–4.06 | 3.35–3.82 | ||
| hsCRP * | Median | 3.66 | 2.47 | 2.11 | 3.32 | 0.535 |
| CI for median | 1.86–5.67 | 0.79–5.33 | 1.25–4.51 | 1.55–6.06 | ||
| LDL-cholesterol | Mean | 98.5 ± 45.44 | 94.1 ± 47.7 | 80 * | 76.54 ± 24.79 | 0.134 |
| CI for mean | 77.89–119.25 | 72.43–115.86 | 62.83–108.5 | 66.92–86.14 | ||
| Triglycerides | Mean | 169.48 ± 74.66 | 152.6 ± 72 | 204.28 ± 107.73 | 144 * | 0.687 |
| CI for mean | 135.49–203.98 | 119.84–185.40 | 163.3–245.25 | 111.67–207.17 | ||
| Sodium | Mean | 134.90 ± 3.99 | 135.10 ± 3.13 | 135.24 ± 3.52 | 135 * | 0.722 |
| CI for mean | 133.03–136.77 | 133.03–136.77 | 133.9–136.58 | 133.45–136.55 | ||
| eGFR (W—CGF) * | Median | 23.24/16 + 19.01 | 24.57/17 + 19.97 | 28.93/19 + 25.39 | 25.65/20 + 19.54 | 0.723 |
| CI for median | 12.35–21.33 | 12.67–26.57 | 13.67–33.17 | 12.67–26.33 | ||
| eGFR (A—MDRD) * | Median | 15.9/12 + 12.87 | 17.38/12 + 14.85 | 22.90/15 + 22.31 | 19.52/14 + 14.86 | 0.491 |
| CI for median | 7.67–14.98 | 9.02–19.61 | 10.83–21.66 | 10–23.17 | ||
* Nonparametric variable (Mann–Whitney test). * Median/confidence interval − median. Note: CGF, Cockcroft–Gault formula; MDRD, Modification of Diet in Renal Disease.
Interquartile ranges of PCS and IS for Placebo and Enzobiotic groups.
| Toxin | Placebo | Enzobiotics |
|---|---|---|
| PCS Day 0 | 10.773–24.135 μg/mL | 14.837–31.822 μg/mL |
| PCS Day 90 | 13.844–27.959 μg/mL | 9.592–19.035 μg/mL |
| IS Day 0 | 6258–32,081 ng/mlL | 6672–24,498 ng/mL |
| IS Day 90 | 6001–23,925 ng/mL | 6960–20,799 ng/mL |
Lower ranges of toxins were recorded on Day 90 in the Enzobiotic group.
Comparison of toxins between placebo and Enzobiotic groups.
| Toxins | Placebo | Enzobiotics | |||||
|---|---|---|---|---|---|---|---|
| Mean | SD (±) | CI | Mean | SD (±) | CI | ||
| PCS | Day 90/Day 0 | 1.27 ( | 0.93 | 0.85 to 1.69 | 0.77 ( | 0.48 | 0.60 to 0.96 |
| Day 0 absolute (μg/mL) | 18.66 | 10.99 | 13.70 to 23.62 | 22.72 | 10.34 | 18.35 to 27.09 | |
| Day 90 absolute (μg/mL) | 20.97 | 13.4 | 14.87 to 27.07 | 15.69 | 9.51 | 11.68 to 19.70 | |
| Change between Day 90 and Day 0 | (+)12% | (−)31% | |||||
| IS | Day 90/Day 0 | 1.2 ( | 0.71 | 1.00 ( | 0.5 | ||
| Day 0 absolute (ng/mL) | 11,462 * | 20,679 | 7603 to 28,355 | 11,668 * | 13,221 | 8070 to 23,272 | |
| Day 90 absolute (ng/mL) | 12,466 * | 34,481 | 7869 to 18,673 | 10,888 * | 12,804 | 7339 to 16,847 | |
| Change between Day 90 and Day 0 | (+)8.8% | (−)6.7% | |||||
* Median. The eGFR ratio of Day 90 to Day 0 for the placebo group showed a reduction of 7% (ratio = 0.93) for IS, whereas it was maintained at the same level (ratio 1.0) in the case of the enzobiotic. In the case of PCS, the ratio of Day 90 to Day 0 for the enzobiotic group was significantly different (p = 0.012). The change in the Day90/Day0 ratios of PCS and IS for the placebo and enzobiotic groups is given in Supplementary File S2: Figure S1.
Figure 3Risk of aggravation of CKD beyond threshold value of PCS and IS (for placebo and enzobiotic groups) on Day 90.
Proportion of subjects with relatively bad quality of life scores (adversity ratio).
| QOL Components | Number of Questions | Adversity Ratio | Standard Deviation | ||
|---|---|---|---|---|---|
| Day 0 | Day 90 | Day-0 | Day-90 | ||
| Enzobiotic Group | |||||
| Daily activity limitations | 10 | 0.2284 | 0.1003 | 0.020 | 0.0150 |
| General wellbeing | 2 | 0.4884 | 0.1875 | 0.0539 | 0.0436 |
| Health | 4 | 0.4012 | 0.2278 | 0.0373 | 0.0334 |
| Emotional problems in last 4 weeks | 6 | 0.4380 | 0.2333 | 0.0309 | 0.0273 |
| Feelings in last 4 weeks | 10 | 0.4047 | 0.2481 | 0.0237 | 0.0216 |
| Problems in last 4 weeks | 4 | 0.4750 | 0.2597 | 0.0395 | 0.0353 |
| Overall | 36 | 0.3726 | 0.2000 | 0.0123 | 0.0105 |
| Placebo Group | |||||
| Daily activity limitations | 10 | 0.2382 | 0.0320 | 0.0239 | 0.0111 |
| General wellbeing | 2 | 0.6563 | 0.2200 | 0.0594 | 0.086 |
| Health | 4 | 0.4375 | 0.2400 | 0.0438 | 0.0427 |
| Emotional problems in last 4 weeks | 6 | 0.4896 | 0.1800 | 0.0361 | 0.0314 |
| Feelings in last 4 weeks | 10 | 0.4375 | 0.2600 | 0.0277 | 0.0277 |
| Problems in last 4 weeks | 4 | 0.6667 | 0.3052 | 0.0436 | 0.0472 |
| Overall | 36 | 0.4263 | 0.1832 | 0.0146 | 0.0129 |
The proportion of adverse scores was lower in the enzobiotic group for four out of the seven components. Accordingly, the QoL as assessed by the adversity index was significantly reduced (p = 0.00) in the enzobiotic group compared to the placebo group.
Figure 4Matrix plots showing the relationship of PCS and IS with uremic parameters. BUN, blood urea nitrogen; CREAT, creatinine; UREA, urea; HR, heart rate; PR, pulse rate; PC, platelet count; RBC, red blood cells; UA, uric acid; HDL, high-density lipoproteins; eGFR(W), estimated glomerular filtration rate (Cockcroft–Gault method).
The correlation of PCS and IS with uremic parameters.
| No. | Parameters | Regression Equation PCS Day 0 |
| |
|---|---|---|---|---|
| 1 | HR | 5.44 + 0.4977 HR − 0.003919 HR2 | 4.12% | 0.190 |
| 2 | PR | 7.01 + 0.4476 PR − 0.003544 PR2 | 4.01% | 0.197 |
| 3 | PC | 6.49 + 0.06809 PC − 0.000049 PC2 | 7.75% | 0.044 * |
| 4 | RBC | 10.22 + 2.32 RBC + 0.030 RBC2 | 3.33% | 0.186 |
| 5 | BUN | 17.97 + 0.1803 BUN − 0.002787 BUN2 | 2.66% | 0.385 |
| 6 | Creatinine | 16.97 + 2.456 Creat − 0.3384 Creat2 | 5.61% | 0.249 |
| 7 | Urea | 17.96 + 0.0843 Urea − 0.000607 Urea2 | 2.67% | 0.385 |
| 8 | UA | 22.47 − 3.998 UA + 0.4949 UA2 | 15.31% | 0.005 * |
| 9 | HDL | 35.49 − 0.5509 HDL + 0.003407 HDL2 | 4.44% | 0.133 |
| 10 | eGFR (W-CGF) | 13.19 + 0.4523 EGFR(W) − 0.004626 EGFR(W)2 | 7.53% | 0.623 |
| 11 | P | 4.26 + 6.128 P − 0.5534 P2 | 1.81% | 0.614 |
| 12 | hsCRP | 18.59 + 0.0860 hsCRP + 0.00531 hsCRP2 | 6.59% | 0.066 |
| 13 | Albumin | −2.17 + 16.29 Albumin − 2.717 Albumin2 | 4.07% | 0.330 |
| Regression equation IS Day 0 | ||||
| 1 | HR | −3025 + 476 HR − 2.827 HR2 | 0.22% | 0.944 |
| 2 | PR | −3830 + 494 PR − 2.911 PR2 | 0.28% | 0.930 |
| 3 | PC | 31,509 − 115.7 PC + 0.2056 PC2 | 1.29% | 0.717 |
| 4 | RBC | 58,127 − 15,756 RBC + 1256 RBC2 | 9.99% | 0.068 |
| 5 | BUN | −1191 + 550.6 BUN − 2.123 BUN2 | 18.94% | 0.004 * |
| 6 | Creatinine | 756 + 1143 Creat + 436.0 Creat2 | 50.65% | 0.000 * |
| 7 | Urea | −1182 + 256.3 Urea − 0.460 Urea2 | 18.94% | 0.004 * |
| 8 | UA | −23,027 + 11,446 UA − 790.3 UA2 | 2.33% | 0.542 |
| 9 | HDL | 27,254 − 444 HDL + 4.01 HDL2 | 0.37% | 0.907 |
| 10 | eGFR (W-CGF) | 34,676 − 994.4 EGFR(W) + 6.904 EGFR(W)2 | 32.46% | 0.000 * |
| 11 | P | 7922 − 909 P + 599.6 P2 | 15.25% | 0.014 |
| 12 | hsCRP | 15,276 + 510.2 hsCRP − 15.65 hsCRP2 | 2.05% | 0.583 |
| 13 | Albumin | −36,814 + 40,140 Albumin − 6733 Albumin2 | 11.87% | 0.037 * |
* Significant at α = 0.05. The relationship of PCS with PC (platelet count) and UA (uric acid) was significant in predicting the initial PCS (Day 0). The relationship of IS with BUN, creatinine, urea, and eGFR (Cockcroft–Gault formula) was significant in predicting the initial IS (Day 0). The minimum constants of PCS (Day 0) and IS (Day 0) varied for each parameter; therefore, the significance of combined diagnostic variables for predicting PCS (Day 90) and IS (Day 90) was determined using multiple linear regression.
Principal components for each variables.
| Variable | PC1 | PC2 | PC3 | PC4 | Variable | PC1 | PC2 | PC3 | PC4 |
|---|---|---|---|---|---|---|---|---|---|
| HT | 0.097 | −0.112 | 0.016 | 0.173 | Hg (hemoglobin) | 0.261 | 0.073 | −0.258 | 0.123 |
| WT | 0.184 | 0.212 | 0.261 | −0.013 | HMT | 0.280 | 0.095 | −0.218 | 0.116 |
| BMI | 0.133 | 0.268 | 0.253 | −0.131 | Albumin | 0.212 | −0.131 | −0.300 | 0.112 |
| Temp | 0.125 | 0.063 | 0.001 | −0.178 | Na | 0.158 | −0.164 | 0.050 | −0.141 |
| HR | −0.034 | −0.065 | −0.297 | −0.357 | K | 0.115 | 0.100 | 0.092 | 0.243 |
| PR | −0.032 | −0.075 | −0.300 | −0.355 | Urea | −0.279 | 0.194 | −0.109 | 0.149 |
| RR | 0.038 | −0.082 | 0.056 | −0.031 | UA | −0.036 | 0.096 | 0.008 | 0.191 |
| Systolic | 0.026 | 0.215 | −0.135 | −0.022 | TP | 0.165 | 0.092 | −0.192 | 0.107 |
| Diastolic | 0.102 | 0.064 | −0.226 | −0.106 | Triglycerides | 0.189 | 0.207 | −0.161 | 0.048 |
| PC | −0.014 | 0.030 | 0.146 | −0.158 | TC | −0.005 | 0.416 | −0.111 | −0.189 |
| WBC | 0.134 | 0.156 | −0.008 | −0.096 | EGFR(A- MDRD) | 0.278 | −0.060 | 0.132 | −0.098 |
| RBC | 0.239 | 0.125 | −0.255 | 0.059 | LDL | −0.018 | 0.403 | −0.108 | −0.193 |
| SGOT | 0.127 | 0.155 | 0.053 | 0.345 | HDL | −0.102 | 0.144 | 0.110 | −0.118 |
| SGPT | 0.163 | 0.066 | 0.054 | 0.337 | EGFR(W-CGF) | 0.289 | −0.028 | 0.174 | −0.120 |
| Total bilirubin | 0.136 | −0.077 | 0.174 | −0.060 | HBA1 c | 0.039 | 0.293 | 0.179 | −0.122 |
| BUN | −0.279 | 0.194 | −0.110 | 0.149 | P | −0.232 | 0.176 | 0.046 | 0.146 |
| Creatinine | −0.306 | 0.104 | −0.114 | 0.065 | hsCRP | 0.045 | 0.181 | 0.249 | −0.121 |
PC1–PC4, principal components. The linear combinations of the factors are shown as PC1–PC4. Variables with the highest negative contrast were taken as predictors.
Prediction of PCS (Day 0 and Day 90).
| Term | Coef | SE Coef | 95% CI | VIF | ||
|---|---|---|---|---|---|---|
| Prediction of PCS (Day 0) as a function of platelet count, uric acid, and creatinine | ||||||
| Constant | −5.97 | 7.73 | (−21.48, 9.55) | −0.77 | 0.443 | |
| PC | 0.0453 | 0.0185 | (0.0081, 0.0825) | 2.45 | 0.018 * | 1 |
| UA | 2.987 | 0.873 | (1.233, 4.741) | 3.42 | 0.001 * | 1.03 |
| Creat | −1.31 | 0.642 | (−2.600, −0.020) | −2.04 | 0.047 * | 1.04 |
| Prediction of PCS (Day 90) as a function of platelet count (Day 0) and PCS (Day 0) | ||||||
| Constant | 22.92 | 6.46 | (9.77, 36.06) | 3.55 | 0.001 * | |
| PC (Day 0) | −0.0542 | 0.0239 | (−0.1029, −0.0056) | −2.27 | 0.03 * | 1.02 |
| PCS (Day 0) | 0.283 | 0.128 | (0.021, 0.544) | 2.2 | 0.035 * | 1.01 |
| Placebo | 5.7 | 3.17 | (−0.74, 12.15) | 1.8 | 0.081 | 1.01 |
* Significant at α = 0.05.
Significance of creatinine prediction from uric acid and platelet count according to age based on multiple linear regression.
| Coefficient | SE Coefficient | ||
|---|---|---|---|
| Age | 0.0000 | −0.04082 | −0.0081 |
| Uric Acid | 0.0000 | 0.2904 | 0.0498 |
| Platelet Count | 0.0180 | −0.000003 | −0.000001 |
IS (Day 90) prediction after treatment (enzobiotics and placebo) as a function of initial creatinine, urea, and phosphorus values.
| Term | Coef | SE Coef | 95% CI | VIF | ||
|---|---|---|---|---|---|---|
| Constant | −19,551 | 7873 | (−35,607, −3494) | −2.48 | 0.019 | |
| Creatinine (Day 0) | 4689 | 2320 | (−42, 94.20) | 2.02 | 0.052 | 4.83 |
| Urea (Day 0) | −242.7 | 91.5 | (−4292, −56.2) | −2.65 | 0.012 | 3.17 |
| Phosphorus (Day 0) | 3946 | 2313 | (−771, 8664) | 1.71 | 0.098 | 1.85 |
| IS (Day 0) | 1.206 | 0.227 | (0.744, 1.668) | 5.32 | 0.000 | 1.83 |
| Randomization | 3281 | 5083 | (−7086, 13,647) | 0.65 | 0.523 | 1.23 |