Meta-Analysis
Copyright ©The Author(s) 2022.
World J Clin Cases. Nov 6, 2022; 10(31): 11466-11485
Published online Nov 6, 2022. doi: 10.12998/wjcc.v10.i31.11466
Table 1 Subgroup analysis of polymyxin-induced nephrotoxicity
Category
Subgroups
No. of studies
No. of nephrotoxicity patients
No. of patients
Events rate (95%CI)
Model
Heterogeneity (I2)
P value
Overall834027122340.348 (0.308-0.389)Random95.90NA
SeveritySevere nephrotoxicitya4764851630.127 (0.103-0.150)Random89.60NA
Mild nephrotoxicity49137851630.258 (0.216-0.299)Random96.80
Continent Africa4532090.215 (0.087-0.343)Random82.10 0.394
Asia31123030990.340 (0.264-0.416)Random96.30
Europe35119229040.364 (0.283-0.446)Random97.00
South America62496280.399 (0.295-0.503)Random84.60
North America6128352130.329 (0.200-0.459)Random92.40
PolymyxinsColistin723623112110.355 (0.311-0.398)Random96.10 0.151
Polymyxin B112629030.268 (0.171-0.364)Random92.20
Loading doseLoading dose32130532330.391 (0.321-0.461)Random95.00 0.051
No loading dose48233383400.309 (0.260-0.357)Random95.20
Maintenance dosebHigher dose51092810.395 (0.302-0.487)Random52.00 0.363
Normal dose62286795880.324 (0.278-0.371)Random96.00
Dosing intervalQ12H or BID32149432000.421 (0.356-0.485)Random93.40 0.0011
Q8-6H or TID2138013220.251 (0.172-0.330)Random93.90
Nephrotoxicity Criteria RIFLE38166739850.396 (0.339-0.454)Random93.80 0.0001
KDIGO1062713690.465 (0.359-0.571)Random93.80
AKIN82847610.373 (0.274-0.473)Random87.40
Others26147362980.214 (0.159-0.269)Random94.20
Age (yr)c < 65 yr59245089800.307 (0.263-0.351)Random95.10 0.0031
≥ 65 yr19112323280.451 (0.382-0.520)Random91.40
Sex proportionMales > 50% 603064999080.344 (0.297-0.391)Random96.10 0.417
Males ≤ 50%83327570.406 (0.243-0.569)Random94.50
APACH II score < 202365316900.305 (0.209-0.401)Random95.80 0.115
≥ 2029105326010.384 (0.307-0.461)Random95.00
Publication yr< 201010423330.138 (0.085-0.192)Random44.10 0.0001
2010-20152561220990.270 (0.205-0.334)Random93.10
2015-202248338698750.421 (0.365-0.476)Random96.70
Study design Cohort study723685114910.340 (0.296-0.384)Random96.50 0.785
Case-control study51854570.410 (0.164-0.656)Random96.70
RCT81584070.341 (0.224 - 0.459)Random82.70
Study qualitydLow11140257150.215 (0.130-0.299)Random97.30 0.0031
Fair50191249250.363 (0.314-0.411)Random93.70
High1759913240.412 (0.329-0.494)Random90.10
Sample size ≤ 503028410260.261 (0.199-0.323)Random87.00 0.0001
50-1002765719650.341 (0.260-0.423)Random95.40
> 10028313094800.436 (0.370-0.501)Random97.30
Table 2 Meta-regression analysis for polymyxin-induced nephrotoxicity incidence
Variable
Coefficient
Standard error
Lower 95%CI
Upper 95%CI
P value
R2, %
Univariable analysis
Continent0.01480.0222-0.02940.05900.508-0.64
Polymyxins-0.08650.0597-0.20520.03220.1511.41
Loading dose-0.08140.0412-0.16340.00050.0513.62
Maintenance dosea-0.08450.0928-0.27030.10040.363-0.41
Dosing interval-0.17040.0476-0.2659-0.07490.001120.58
Nephrotoxicity criteria-0.05770.0141-0.0858-0.02950.000118.55
Ageb-0.1427 0.0470-0.2362-0.04920.003111.08
Gender0.06270.0768-0.09070.21620.417-0.20
APACH II score0.08120.0505-0.02040.18270.1153.52
Publication yr0.13770.02610.08570.18960.000126.95
Study design0.00960.0351-0.06010.07940.785-1.15
Study qualityc0.09660.03130.03430.15900.003110.66
Sample size0.08730.02200.04350.13110.000117.08
Multivariable analysis
Nephrotoxicity criteria-0.03440.0141-0.0625-0.00640.01740.00
Publication yr0.09400.02780.03860.14950.001
Sample size0.03570.0203-0.0470.07600.082
Study qualityc0.03870.0267-0.01440.09190.151
Table 3 Pooled odds ratio estimates for potential predictors of polymyxin-induced nephrotoxicity
Variables
Effect size
Heterogeneity
OR (95%CI)
Model
Z
P value
I2 (%)
P value
Pooled OR, RR, HR based on univariate analysis
Male gender1.570 (0.930-2.660)Fixed1.670.09500.964
Female gender 0.773 (0.418-1.427)Random0.820.41065.60.033
Age (yr)1.025 (1.012-1.039)Random3.650.000151.90.052
Age (> 61 yr)2.072 (1.092-3.933)Fixed2.230.026100.576
APACHE II score1.036 (1.002-1.071)Fixed2.060.039114.70.319
Sepsisa2.114 (1.412-3.164)Fixed3.64< 0.001145.30.139
Baseline eGFR (mL/min/1.73 m2)0.883 (0.820-0.952)Fixed3.260.001100.696
Albumin (hypoalbuminemia)b2.795 (1.620-4.825)Fixed3.69< 0.001100.565
Diabetes mellitus1.229 (0.624-2.421)Fixed0.600.55000.542
Concomitant diuretics0.853 (0.252-2.890)Random0.260.79977.20.004
Concomitant vancomycin2.110 (1.190-3.730)Fixed2.550.011100.667
Concomitant vasopressor1.496 (1.007-2.222)Random2.000.046172.00.013
Daily dose (mg/kg/d)0.996 (0.991-1.000)Fixed1.770.07700.523
Duration of therapy (d)1.019 (0.979-1.061)Fixed0.920.35934.50.191
Pooled OR, RR, HR based on multivariate analysis
Age (yr)1.035 (1.021-1.050)Fixed4.95< 0.001100.863
APACHE II score1.031 (1.017-1.045)Fixed4.360.00026.10.255
Concomitant vasopressor 3.099 (1.169-8.219)Random2.270.023180.40.002
Concomitant diuretics2.979 (1.290-6.882) Fixed2.560.01112.60.358