| Literature DB >> 36005693 |
Wen-Sheng Liu1,2,3,4,5, Chien-Hung Lin2,3,6, Szu-Yuan Li2,7, Chih-Ching Lin2,7, Tsung-Yun Liu4, Ann Charis Tan7, Han-Hsing Tsou4,8, Hsiang-Lin Chan9, Yen-Ting Lai10,11.
Abstract
Serum creatinine is an important clinical marker for renal clearance. However, two conventional methods (Jaffe and enzymatic) are prone to interferences with organic compounds as compared to the standard method (isotope dilution-liquid chromatography-mass spectrometry) and can cause a significant negative bias. Perfluorooctanesulfonate (PFOS) and perfluorooctanoic acid (PFOA) are two common perfluorochemicals (PFCs) that can easily be accumulated in humans. We aimed to verify whether this bias is the result of an accumulation of PFCs. The serum creatinine values of 124 hemodialysis patients were analyzed using the three methods. We also aimed to evaluate which biochemical parameters will influence the difference between the conventional methods and the standard method. We found that a significant underestimation occurred when using the conventional methods. Albumin is an independent factor associated with negative bias, but it loses this correlation after dialysis, likely due to the removal of protein-bound uremic toxins. PFOS can cause negative bias when using the enzymatic method. Furthermore, this linear correlation is more significant in patients who used polysulfone-based dialysis membranes, possibly due to the better clearance of other uremic toxins. The serum creatinine of uremic patients can be significantly underestimated when using conventional methods. PFCs, as well the type of dialysis membrane being used, can be influencing factors.Entities:
Keywords: Jaffe method; creatinine; enzymatic method; hemodialysis; isotope dilution liquid chromatography mass spectrometry; perfluorooctanesulfonate; perfluorooctanoic acid
Year: 2022 PMID: 36005693 PMCID: PMC9413667 DOI: 10.3390/membranes12080778
Source DB: PubMed Journal: Membranes (Basel) ISSN: 2077-0375
Serum creatinine values of three measuring methods and D-Jaffe and D-enzymatic pre- and post-dialysis.
| Serum Cr | Pre-HD Mean | ±SD | Post-HD | ±SD | ||
|---|---|---|---|---|---|---|
| Jaffe Cr (mg/dL) | 9.40 | 2.26 | <0.001 * | 3.04 | 1.04 | <0.001 * |
| Enzymatic Cr(mg/dL) | 9.27 | 2.34 | <0.001 * | 2.58 | 0.94 | <0.001 * |
| vs. IDLCMS Cr (mg/dL) as standard | 11.12 | 2.79 | 3.26 | 1.17 | ||
| D-Jaffe = Jaffe Cr − IDLCMS Cr | −1.73 | 0.86 | 0.023 * | −0.31 | 0.55 | <0.001 * |
| D-enzymatic = enzymatic Cr − IDLCMS Cr | −1.85 | 0.97 | −0.74 | 0.47 |
HD, hemodialysis; SD, standard deviation; Cr, creatinine; D-Jaffe, Jaffe Cr–IDLCMS Cr; D-enzymatic, enzymatic Cr−IDLCMS Cr; IDLCMS, isotope dilution–liquid chromatography–mass spectrometry. * p < 0.05.
Figure 1Creatinine measurement using the Jaffe and enzymatic methods as compared with the IDLCMS standard (* p < 0.05). (A) Creatinine measurement in the three methods before dialysis; (B) D-Jaffe and D-enzymatic before dialysis; (C) Creatinine measurement in the three methods after dialysis; (D) D-Jaffe and D-enzymatic after dialysis.
Demographic, treatment, hemogram, and biochemical data with linear regression to D-Jaffe and D-enzymatic pre-hemodialysis.
| N = 124 | D-Jaffe | D-Enzymatic | ||||
|---|---|---|---|---|---|---|
| Mean ± SD |
| Mean ± SD |
| |||
| Male | 72 (58.0%) | −1.79 ± 0.92 | 0.185 | −1.92 ± 1.06 | 0.172 | |
| Female | 52 (42.0%) | −1.59 ± 0.72 | −1.70 ± 0.77 | |||
| DM | 51 (41.1%) | −1.59 ± 0.81 | 0.126 | −1.73 ± 0.90 | 0.252 | |
| Non-DM | 73 (58.9%) | −1.82 ± 0.88 | −1.93 ± 1.01 | |||
| D-Jaffe | D-enzymatic | |||||
| Linear regression | Mean | ±SD | (β) | ( | (β) | ( |
| Dialysis duration (month) | 59.75 | 67.75 | 0.000 | 0.924 | 0.000 | 0.913 |
| Dialysis frequency (/week) | 2.98 | 0.12 | 0.423 | 0.483 | 0.679 | 0.702 |
| Dialysis time (hours) | 4.023 | 0.37 | −0.244 | 0.223 | −0.347 | 0.124 |
| Age (year) * | 59.75 | 14.79 | 0.018 | 0.001 * | 0.017 | 0.002 * |
| Jaffe Cr (mg/dL) * | 9.40 | 2.26 | −0.230 | 0.000 * | −0.186 | 0.000 * |
| Enzymatic Cr (mg/dL) * | 9.27 | 2.34 | −0.192 | 0.000 * | −0.120 | 0.001 * |
| IDLCMS Cr (mg/dL) * | 11.12 | 2.79 | −0.220 | 0.000 * | −0.206 | 0.000 * |
| Ccr (mL/min) * | 6.03 | 2.00 | 0.197 | 0.000 * | 0.166 | 0.000 * |
| WBC (×1000/μL) | 6.83 | 2.46 | 0.019 | 0.527 | 0.014 | 0.686 |
| RBC (×106/μL) | 3.36 | 0.50 | −0.242 | 0.099 | −0.285 | 0.084 |
| MCV (fl) | 91.17 | 7.23 | 0.002 | 0.856 | −0.009 | 0.429 |
| Hb (g/dL) * | 9.89 | 1.20 | −0.135 | 0.027 * | −0.246 | 0.000 * |
| Platelet (×1000/μL) | 195.71 | 68.31 | −0.001 | 0.529 | −0.001 | 0.391 |
| Cholesterol (mg/dL) * | 154.70 | 35.57 | −0.005 | 0.011 * | −0.006 | 0.010 |
| Glucose (mg/dL) | 136.81 | 56.86 | 0.001 | 0.280 | 0.002 | 0.186 |
| Total protein(gm/dL) | 6.94 | 3.98 | 0.013 | 0.490 | 0.007 | 0.744 |
| Albumin (gm/dL) * | 3.92 | 0.37 | −1.058 | 0.000 * | −0.1026 | 0.000 * |
| Globulin | 2.95 | 4.02 | 0.009 | 0.613 | 0.006 | 0.799 |
| AST (IU/L) | 22.70 | 10.45 | 0.010 | 0.152 | 0.017 | 0.029 * |
| ALT (IU/L) | 18.77 | 10.88 | −0.001 | 0.891 | −0.002 | 0.838 |
| Alk-P (IU/L) | 93.72 | 83.06 | 0.001 | 0.100 | 0.001 | 0.409 |
| Total Bilirubin (mg/dL) | 0.54 | 0.15 | −0.034 | 0.947 | 0.548 | 0.340 |
| Na (mEq/L) * | 138.92 | 2.73 | −0.060 | 0.027 * | −0.040 | 0.200 |
| K (mEq/L) * | 4.56 | 0.66 | −0.232 | 0.041 * | −0.164 | 0.200 |
| Cl (mEq/L) | 98.83 | 5.62 | −0.020 | 0.144 | −0.016 | 0.297 |
| Ca (mg/dL) * | 9.27 | 0.86 | −0.205 | 0.018 * | −0.287 | 0.003 * |
| P (mg/dL) * | 4.69 | 1.33 | −0.138 | 0.013 * | −0.059 | 0.352 |
| BUN (mg/dL) | 61.69 | 17.09 | −0.010 | 0.021 | −0.011 | 0.020 * |
| Fe (ug/dL) | 59.39 | 22.15 | −0.006 | 0.067 | −0.010 | 0.007 * |
| TIBC (ug/dL) * | 248.38 | 48.10 | −0.003 | 0.029 * | 0.000 | 0.808 |
| Ferritin(ng/mL) | 488.95 | 422.60 | 0.000 | 0.603 | 0.000 | 0.059 |
| iPTH (pg/mL) | 118.40 | (44.17, 239.17) | 0.000 | 0.434 | 8.91 × 10−5 | 0.763 |
| Al (ng/mL) | 15.16 | 9.85 | −0.019 | 0.229 | −0.021 | 0.193 |
| PFOA (ng/mL) | 0.53 | 0.27 | −0.346 | 0.362 | −0.494 | 0.247 |
| PFOS (ng/mL) * | 5.50 | (1.17,24.7) | −0.002 | 0.307 | −0.005 | 0.048 * |
D-Jaffe, Jaffe Cr−IDLCMS Cr; D-enzymatic, enzymatic Cr−IDLCMS Cr; SD, standard deviation; DM, diabetes mellitus; IDLCMS, isotope dilution-liquid chromatography-mass spectrometry; Ccr, creatinine clearance; WBC, white blood cell; RBC, red blood cell; Hb, hemoglobin; MCV, mean corpuscular volume; AST, aspartate aminotransferase; ALT, alanine transaminase; Alk-P, alkaline phosphatase; Na, sodium; K, potassium; Cl, chloride; Ca, calcium; P, phosphorus; BUN, blood urea nitrogen; Fe, iron; TIBC, total iron-binding capacity; iPTH, parathyroid hormone; Al, aluminum; PFOA, perfluorooctanoic acid; PFOS, perfluorooctanesulfonate. Pre-dialysis PFOS and PTH variables were not normally distributed and displayed as quartile. * p < 0.05.
Multivariate linear regression model of factors associated with D-Jaffe and D-enzymatic post-dialysis.
| D-Jaffe | B Estimate |
| D-Enzymatic | B Estimate |
|
|---|---|---|---|---|---|
| Jaffe Cr (mg/dL) * | −0.153 | 0.000 * | Albumin (gm/dL) * | −0.988 | 0.013 * |
| Albumin (gm/dL) * | −0.593 | 0.011 * | PFOS (ng/mL) * | −0.005 | 0.038 * |
| Cholesterol (mg/dL) | −0.003 | 0.112 | Jaffe Cr (mg/dL) * | −0.106 | 0.043 * |
| P (mg/dL) | 0.088 | 0.156 | Fe (μg/dL) | −0.007 | 0.130 |
| K (meq/L) | −0.087 | 0.410 | AST (IU/L) | 0.010 | 0.365 |
| Na (meq/L) | −0.010 | 0.697 | Total Ca (mg/dL) | 0.123 | 0.383 |
| Age | 0.002 | 0.760 | Hb (g/dL) | −0.075 | 0.427 |
| Hb (g/dL) | −0.005 | 0.927 | Cholesterol (mg/dL) | −0.001 | 0.634 |
| Total Ca (mg/dL) | 0.007 | 0.933 | BUN (mg/dL) | 0.003 | 0.660 |
| TIBC (ug/dL) | 0.000 | 0.950 | Age | 0.001 | 0.870 |
| BUN (mg/dL) | 0.000 | 0.954 |
D-Jaffe, Jaffe Cr−IDLCMS Cr; D-enzymatic, enzymatic Cr−IDLCMS Cr; P, phosphorus; K, potassium; Na, sodium; Hb, hemoglobin; Ca, calcium; TIBC, total iron-binding capacity; BUN, blood urea nitrogen; PFOS, perfluorooctanesulfonate; Fe, iron; AST, aspartate aminotransferase; BUN, blood urea nitrogen. * p < 0.05.
Figure 2Linear regression of PFOA and PFOS with Cr difference in Jaffe and enzymatic methods (pre-dialysis). (D-Jaffe, Jaffe Cr−IDLCMS Cr; D-enzymatic, enzymatic Cr−IDLCMS Cr); (A) Linear regression of PFOA with D-Jaffe; (B) Linear regression of PFOA with D-Enzymatic; (C) Linear regression of PFOS with D-Jaffe; (D) Linear regression of PFOS with D-Enzymatic.
Biochemical markers associated with serum albumin, Cr, and perfluorochemicals (PFCs) with linear regression to D-Jaffe and D-enzymatic post-dialysis.
| Mean | ±SD | D-Jaffe | D-Enzymatic | |||
|---|---|---|---|---|---|---|
| (β) | ( | (β) | ( | |||
| Albumin (gm/dL) | 4.12 | 0.65 | 0.661 | 0.278 | 0.575 | 0.349 |
| Total protein (gm/dL) | 7.17 | 1.27 | 0.006 | 0.838 | −0.007 | 0.811 |
| Jaffe Cr (mg/dL) * | 3.04 | 1.04 | −0.096 | 0.000 * | −0.206 | 0.000 * |
| Enzymatic Cr (mg/dL) * | 2.58 | 0.94 | −0.146 | 0.000 * | −0.208 | 0.000 * |
| IDLCMS Cr (mg/dL) * | 3.26 | 1.17 | −0.126 | 0.002 * | −0.071 | 0.000 * |
| BUN (mg/dL) * | 15.86 | 5.66 | −0.107 | 0.048 * | −0.029 | 0.000 * |
| P (mg/dL) * | 1.85 | 0.61 | −0.109 | 0.009 | −0.208 | 0.000 * |
| K (mEq/L) | 3.86 | 1.04 | 0.004 | 0.909 | −0.024 | 0.522 |
| PFOA (ng/mL) | 0.53 | 0.34 | 0.012 | 0.927 | −0.151 | 0.202 |
| PFOS (ng/mL) | 2.00 | 1.13 | 0.000 | 0.993 | 0.022 | 0.552 |
SD, standard deviation; D-Jaffe, Jaffe Cr−IDLCMS Cr; D-enzymatic, enzymatic Cr−IDLCMS Cr; Cr, creatinine; IDLCMS, isotope dilution–liquid chromatography-–mass spectrometry; BUN, blood urea nitrogen; P, phosphorus; K, potassium; PFOA, perfluorooctanoic acid; PFOS, perfluorooctanesulfonate. * p < 0.05.
Figure 3Linear regression of albumin with Cr difference using the Jaffe and enzymatic methods. (A) Linear regression of albumin with D-Jaffe pre-dialysis; (B) Linear regression of albumin with D-enzymatic pre-dialysis; (C) Linear regression of albumin with D-Jaffe post-dialysis; (D) Linear regression of albumin with D-enzymatic post-dialysis.
Serum PFOS concentration in patients with different dialysis membranes pre- and post-dialysis and linear regression of PFOS to D-Jaffe and D-enzymatic.
| Dialysis Membrane | PFOS Concentration | Linear Regression | Linear Regression |
|---|---|---|---|
| β ( | β ( | ||
| 5.50 (1.17,24.7) | −0.002 (0.307) | −0.005 (0.048) * | |
| PS ( | 2.37 (1.17, 15.47) | −0.002 (0.247) | −0.006 (0.035) * |
| Non-PS ( | 23.89 (5.93,55.53) | 0.103 (0.485) | −0.002 (0.687) |
| 2.00 ± 1.13 | 0.000 (0.993) | 0.022 (0.552) | |
| PS ( | 2.08 ± 1.22 | −0.046 (0.430) | 0.008 (0.870) |
| Non-PS ( | 1.74 ± 0.69 | 0.082 (0.476) | 0.152 (0.180) |
PFOS, perfluorooctanesulfonate; D-Jaffe, Jaffe Cr−IDLCMS Cr; D-enzymatic, enzymatic Cr−IDLCMS Cr; HD, hemodialysis; PS: polysulfone. Pre-dialysis PFOS were not normally distributed and displayed as quartile. * p < 0.05.