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. 2025 Aug 21;25:212. doi: 10.1186/s12894-025-01912-6

Table 3.

Univariate logistic regression analysis for predicting stone impaction and grade 4 stones

Variables Stone impaction (Grade 3–4) Grade 4 Stones p-value
OR (95% CI) p-value OR (95% CI)
Age 1.00 (0.979–1.02) 0.976 1.023 (0.988–1.059) 0.205
Gender (female) 1.737 (0.921–3.276) 0.088 3.329 (1.218–9.103) 0.019
Body mass index 0.959 (0.897–1.02) 0.214 0.943 (0.841–1.06) 0.315
Hypertension 1.293 (0.561–2.98) 0.547 2.18 (0.657–7.232) 0.203
Diabetes mellitus 0.594 (0.160–2.204) 0.436 0.87 (0.107–7.086) 0.897
History of stone treatment 0.856 (0.416–1.76) 0.673 0.753 (0.207–2.74) 0.666
Preoperative positive urine culture 3.61 (0.983–13.261) 0.053 3.10 (0.604–15.923) 0.175
Colic severity 0.729 (0.642–0.828) < 0.001 0.772 (0.662–0.899) < 0.001
Time from pain onset to surgery 1.016 (1.008–1.024) < 0.001 1.007 (1.003–1.012) < 0.001
Stone location (upper ureter) 2.873 (1.574–5.247) < 0.001 12.993 (2.888–58.447) < 0.001
Stone volume 1.004 (1.002–1.006) < 0.001 1.002 (1.001–1.003) < 0.001
Stone density 1.000 (0.999–1.002) 0.355 0.999 (0.998–1.001) 0.482
PUWT 1.391 (1.189–1.626) < 0.001 1.423 (1.17–1.731) < 0.001
Presence of severe hydronephrosis 7.934 (3.675–17.128) < 0.001 8.128 (2.863–23.074) < 0.001
Renal parenchymal thickness 0.90 (0.839–0.966) 0.003 0.874 (0.779–0.98) 0.022
Perirenal stranding 0.736 (0.361–1.503) 0.400 0.67 (0.185–2.433) 0.543
Opacity 1.897 (0.958–3.757) 0.066 2.14 (0.593–7.722) 0.245
Creatinine 0.877 (0.372–2.07) 0.765 0.154 (0.021–1.11) 0.064
White blood cell count 0.957 (0.868–1.05) 0.372 0.934 (0.79–1.104) 0.423
Neutrophil count 0.946 (0.852–1.05) 0.294 0.952 (0.796–1.139) 0.592
Lymphocyte count 1.083 (0.760–1.542) 0.660 0.782 (0.419–1.457) 0.438
Platelet count 1.001 (0.996–1.00) 0.775 1.001 (0.993–1.008) 0.862
Monocyte count 0.447 (0.148–1.35) 0.153 0.262 (0.034–2.009) 0.198
SIII 1.00 (1.00–1.00) 0.592 1.00 (1.00–1.001) 0.615
Neutrophil-to-lymphocyte ratio 0.956 (0.861–1.063) 0.409 1.013 (0.881–1.163) 0.860
Platelet-to-lymphocyte ratio 1.00 (0.995–1.004) 0.873 1.002 (0.996–1.008) 0.523

OR Odds ratio, CI Confidence interval, PUWT Peri-calculus ureteral wall thickness, SIII Systemic immune-inflammation index