| Literature DB >> 33122830 |
Luca Boeri1, Irene Fulgheri2, Franco Palmisano3, Elena Lievore3, Vito Lorusso3, Francesco Ripa3, Mario D'Amico4, Matteo Giulio Spinelli3, Andrea Salonia5, Gianpaolo Carrafiello4, Emanuele Montanari3.
Abstract
We aimed to assess the role of computerized tomography attenuation values (Hounsfield unit-HU) for differentiating pyonephrosis from hydronephrosis and for predicting postoperative infectious complications in patients with obstructive uropathy. We analysed data from 122 patients who underwent nephrostomy tube or ureteral catheter placement for obstructive uropathy. A radiologist drew the region of interest for quantitative measurement of the HU values in the hydronephrotic region of the affected kidney. Descriptive statistics and logistic regression models tested the predictive value of HU determination in differentiating pyonephrosis from hydronephrosis and in predicting postoperative sepsis. A HU cut-off value of 6.3 could diagnose the presence of pyonephrosis with 71.6% sensitivity and 71.5% specificity (AUC 0.76; 95%CI: 0.66-0.85). At multivariable logistic regression analysis HU ≥ 6.3 (p ≤ 0.001) was independently associated with pyonephrosis. Patients who developed sepsis had higher HU values (p ≤ 0.001) than those without sepsis. A HU cut-off value of 7.3 could diagnose the presence of sepsis with 76.5% sensitivity and 74.3% specificity (AUC 0.79; 95%CI: 0.71-0.90). At multivariable logistic regression analysis, HU ≥ 7.3 (p ≤ 0.001) was independently associated with sepsis, after accounting for clinical and laboratory parameters. Measuring HU values of the fluid of the dilated collecting system may be useful to differentiate pyonephrosis from hydronephrosis and to predict septic complications in patients with obstructive uropathy.Entities:
Mesh:
Year: 2020 PMID: 33122830 PMCID: PMC7596071 DOI: 10.1038/s41598-020-75672-8
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Demographic characteristics and descriptive statistics of the study cohort according to the presence of hydronephrosis or pyonephrosis (No. = 122).
| Hydronephrosis | Pyonephrosis | ||
|---|---|---|---|
| No. of patients [No. (%)] | 76 (62.3) | 46 (37.7) | |
| Age (years) | 0.1 | ||
| Median (IQR) | 58.0 (36–68) | 58.5 (49–80) | |
| Range | 25–81 | 25–89 | |
| Gender [No. (%)] | 0.04 | ||
| Male | 47 (61.8) | 20 (43.5) | |
| Female | 29 (38.2) | 26 (56.5) | |
| BMI (kg/m2) | 0.9 | ||
| Median (IQR) | 25.2 (22.7–27.9) | 25.8 (22.0–28.0) | |
| Range | 19.5–35.5 | 17.9–36.7 | |
| CCI (value) | 0.04 | ||
| Median (IQR) | 1.0 (0.0–3) | 2.0 (0.0–3.25) | |
| Mean (SD) | 1.6 (2.0) | 2.5 (2.6) | |
| Range | 0–8 | 0–11 | |
| CCI ≥ 1 [No. (%)] | 40 (52.6) | 31 (67.4) | 0.1 |
| Aetiology of hydronephrosis [No. (%)] | 0.5 | ||
| Stones | 62 (81.6) | 35 (76.1) | |
| Urothelial tumours | 11 (14.5) | 7 (15.2) | |
| Other | 3 (3.9) | 4 (8.7) | |
| Degree of hydronephrosis [No. (%)] | 0.03 | ||
| II | 44 (57.9) | 18 (39.1) | |
| III–IV | 32 (42.1) | 28 (60.9) | |
| Preoperative antibiotic use [No. (%)] | 26 (34.2) | 18 (39.1) | 0.4 |
| Max body temperature (Celsius degree) | ≤ 0.001 | ||
| Median (IQR) | 37.0 (36–38) | 38.0 (37.2–38.6) | |
| Range | 36.0–42.0 | 36.0–40.0 | |
| White blood cells count (× 103/mmc) | ≤ 0.001 | ||
| Median (IQR) | 10.9 (8.1–13.2) | 14.5 (10.5–18.8) | |
| Range | 1.1–24.5 | 3.3–53.0 | |
| C-reactive protein (mg/dL) | ≤ 0.001 | ||
| Median (IQR) | 3.5 (0.6–9.0) | 13.0 (5.1–25.5) | |
| Range | 0.3–34.5 | 0.2–52.0 | |
| Serum creatinine (mg/dL) | 0.1 | ||
| Median (IQR) | 1.3 (1.0–1.9) | 1.7 (1.3–2.2) | |
| Range | 0.6–9.6 | 0.2–8.3 | |
| Perirenal fat stranding [No. (%)] | 60 (78.9) | 33 (71.7) | 0.4 |
| ROI area (mm2) | 0.3 | ||
| Median (IQR) | 187.5 (124.7–259.5) | 182.1 (142.2–333.2) | |
| Range | 61.4–783.5 | 66.2–1451.4 | |
| ROI perimeter (mm) | 0.7 | ||
| Median (IQR) | 51.6 (43.8–61.2) | 50.5 (43.5–71.2) | |
| Range | 28.6–99.3 | 29.3–135.1 | |
| Hounsfield unit value | ≤ 0.001 | ||
| Median (IQR) | 2.5 (− 1.1 to 7.8) | 9.4 (4.9–15.8) | |
| Range | − 7.2 to 20.9 | − 2.6 to 69.5 | |
| Variability of Hounsfield unit | 0.4 | ||
| Median (IQR) | 13.8 (12.0–15.4) | 14.2 (12.5–16.5) | |
| Range | 8.2–24.8 | 8.5–28.3 | |
| SIRS [No. (%)] | 24 (31.6) | 36 (78.3) | ≤ 0.001 |
| SEPSI [No. (%)] | 10 (13.1) | 24 (52.2) | ≤ 0.001 |
BMI, body mass index; CCI, Charlson Comorbidity Index; ROI, region of interest; SIRS, systemic inflammatory response syndrome.
*p value according to the Mann–Whitney test for continuous data and the Chi Square Test for categorical variables, as indicated.
Intraclass correlation coefficient test for interobserver agreement.
| Radiologist 1 | Radiologist 2 | ICC (95% CI) | ||
|---|---|---|---|---|
| ROI area (mm2) | 0.2 | 0.72 (0.43–0.82) | ||
| Median (IQR) | 184.3 (128.1–262.4) | 179.6 (104.0–237.6) | ||
| ROI perimeter (mm) | 0.6 | 0.76 (0.46–0.92) | ||
| Median (IQR) | 50.8 (43.1–61.4) | 49.6 (36.7–64.2) | ||
| Hounsfield unit value | 0.8 | 0.90 (0.85–0.93) | ||
| Median (IQR) | 4.6 (0.7–10.4) | 4.5 (0.1–8.4) |
ICC, intraclass correlation coefficient; ROI, region of interest.
*p value according to the Wilcoxon Signed Rank Test.
Figure 1ROC analysis demonstrating the sensitivity and specificity of Hounsfield units (HU) in differentiating pyonephrosis from hydronephrosis.
Logistic regression models predicting pyonephrosis in the whole cohort (OR; p value [95%CI]).
| UVA model | MVA model | |||
|---|---|---|---|---|
| OR, | 95% CI | OR, | 95% CI | |
| Age | 1.03, 0.07 | 0.98–1.11 | ||
| BMI | 1.01, 0.90 | 0.89–1.13 | ||
| Female gender | 2.34, 0.02 | 1.12–4.78 | 1.10, 0.64 | 0.30–2.09 |
| CCI ≥ 1 | 1.91, 0.08 | 0.92–3.89 | ||
| Aetiology | ||||
| Stone | Ref | Ref | ||
| Urothelial tumours | 1.31, 0.82 | 0.42–3.40 | ||
| Other | 2.54, 0.22 | 0.57–4.31 | ||
| Grade III–IV | 2.67, 0.01 | 1.14–5.17 | 2.73, 0.03 | 1.06–7.06 |
| Vs. grade II hydronephrosis | ||||
| Perirenal fat stranding | 0.62, 0.231 | 0.22–1.49 | ||
| Max body temperature | 1.73, < 0.01 | 1.20–2.45 | 1.44, 0.07 | 0.96–2.17 |
| WBC ≥ 15 × 103/mmc | 4.88, ≤ 0.001 | 2.12–10.85 | 3.15, 0.03 | 1.08–9.11 |
| C-reactive protein | 1.13, ≤ 0.001 | 1.08–1.23 | ||
| Serum creatinine | 1.21, 0.51 | 0.85–1.39 | ||
| HU ≥ 6.3 | 6.41, ≤ 0.001 | 2.86–12.32 | 8.01, ≤ 0.001 | 2.92–12.43 |
UVA, univariate model; MVA, multivariate model; BMI, body mass index; CCI, Charlson Comorbidity Index; WBC, white blood cells; HU, Hounsfield unit.
Demographic characteristics and descriptive statistics of the study cohort according to the presence of sepsis (No. = 122).
| − Sepsi | + Sepsis | ||
|---|---|---|---|
| No. of patients [No. (%)] | 88 (72.1) | 34 (27.9) | |
| Age (years) | 0.6 | ||
| Median (IQR) | 58.0 (41–68) | 57.0 (39–79) | |
| Range | 25–89 | 25–88 | |
| Gender [No. (%)] | < 0.01 | ||
| Male | 56 (63.6) | 11 (32.4) | |
| Female | 32 (36.4) | 23 (67.6) | |
| BMI (kg/m2) | 0.9 | ||
| Median (IQR) | 25.3 (23.0–27.9) | 25.6 (22.0–28.2) | |
| Range | 17.9–35.5 | 19.5–36.7 | |
| CCI (value) | 0.02 | ||
| Median (IQR) | 1.0 (0.0–3.0) | 2.0 (0.0–5.0) | |
| Mean (SD) | 1.6 (2.0) | 2.7 (2.5) | |
| Range | 0–11 | 0–8 | |
| CCI ≥ 1 [No. (%)] | 46 (52.3) | 25 (73.5) | 0.03 |
| Aetiology of hydronephrosis [No. (%)] | 0.6 | ||
| Stones | 71 (80.7) | 26 (76.5) | |
| Urothelial tumours | 13 (14.8) | 5 (14.7) | |
| Other | 4 (4.5) | 3 (8.5) | |
| Degree of hydronephrosis [No. (%)] | 0.3 | ||
| II | 47 (53.4) | 15 (44.1) | |
| III–IV | 41 (46.6) | 19 (55.9) | |
| Max body temperature (Celsius degree) | ≤ 0.001 | ||
| Median (IQR) | 37.0 (36–38) | 38.0 (37.6–39.0) | |
| Range | 36.0–42.0 | 36.0–40.0 | |
| White blood cells count (× 103/mmc) | ≤ 0.001 | ||
| Median (IQR) | 10.9 (8.6–14.0) | 14.3 (11.1–20.2) | |
| Range | 1.1–29.0 | 3.3–53.0 | |
| C-reactive protein (mg/dL) | ≤ 0.001 | ||
| Median (IQR) | 4.0 (0.7–10.2) | 14.6 (8.4–26.2) | |
| Range | 0.1–52.0 | 0.2–47.5 | |
| Serum creatinine (mg/dL) | 0.3 | ||
| Median (IQR) | 1.4 (1.1–2.0) | 1.5 (1.2–2.3) | |
| Range | 0.6–9.7 | 0.2–5.9 | |
| Perirenal fat stranding [No. (%)] | 65 (73.9) | 28 (82.4) | 0.3 |
| ROI area (mm2) | 0.7 | ||
| Median (IQR) | 180.3 (128.6–262.2) | 194.9 (134.4–267.3) | |
| Range | 66.2–1451.4 | 61.4–631.4 | |
| ROI perimeter (mm) | 0.9 | ||
| Median (IQR) | 50.6 (44.3–62.5) | 52.7 (41.2–60.4) | |
| Range | 29.2–135.1 | 28.6–89.5 | |
| Hounsfield unit value | ≤ 0.001 | ||
| Median (IQR) | 2.7 (-0.1–7.6) | 12.4 (7.3–16.9) | |
| Range | − 7.2 to 52.4 | − 2.6 to 69.5 | |
| Variability of Hounsfield unit | 0.5 | ||
| Median (IQR) | 13.8 (12.2–15.4) | 14.3 (12.2–16.8) | |
| Range | 8.3–24.4 | 9.6–28.3 |
BMI, body mass index; CCI, Charlson Comorbidity Index; ROI, region of interest.
*p value according to the Mann–Whitney test for continuous data and the Chi Square Test for categorical variables, as indicated.
Figure 2ROC analysis demonstrating the sensitivity and specificity of Hounsfield units (HU) in detecting sepsis after surgery.
Logistic regression models predicting sepsis in the whole cohort (OR; p value [95%CI]).
| UVA model | MVA model | |||
|---|---|---|---|---|
| OR, | 95% CI | OR, | 95% CI | |
| Age | 1.12, 0.31 | 0.97–1.12 | ||
| BMI | 1.01, 0.83 | 0.91–1.16 | ||
| Female gender | 4.01, ≤ 0.01 | 1.70–9.23 | ||
| CCI ≥ 1 | 2.69, 0.01 | 1.11–6.34 | 2.81, 0.01 | 1.12–9.49 |
| Aetiology | ||||
| Stone | Ref | Ref | ||
| Urothelial tumours | 1.10, 0.82 | 0.36–3.48 | ||
| Other | 2.23, 0.31 | 0.42–9.89 | ||
| Grade III–IV | 1.57, 0.32 | 0.71–3.57 | ||
| Vs. grade II hydronephrosis | ||||
| Perirenal fat stranding | 1.50, 0.48 | 0.51–4.29 | ||
| Max body temperature | 2.21, ≤ 0.001 | 1.41–4.12 | ||
| WBC ≥ 15 × 103/mmc | 2.82, 0.01 | 1.11–6.41 | 2.87, ≤ 0.001 | 1.33–4.67 |
| C-reactive protein | 1.13, ≤ 0.001 | 1.06–1.43 | ||
| Serum creatinine | 1.09, 0.72 | 0.81–1.38 | ||
| HU ≥ 7.3 | 9.37, ≤ 0.001 | 3.71–15.40 | 7.35, ≤ 0.001 | 2.56–16.78 |
UVA, univariate model; MVA, multivariate model; BMI, body mass index; CCI, Charlson Comorbidity Inex; WBC, white blood cells; HU, hounsfield unit.
Figure 3Hounsfield units measurement with an elliptical region of interest in the hydronephrotic region of the effected kidney. A = patient with obstructive hydronephrosis; B = patient with obstructive pyonephrosis. Legend: A = area; P = perimeter; M = mean; SD = standard deviation.