Fig. 1Receiver operator characteristic (ROC) curves of various laboratory parameters. (A) Preoperative sodium. (B) Preoperative urine specific gravity. (C) Percent change in sodium. (D) Percent change in urine specific gravity.
Fig. 2Receiver operator characteristic (ROC) curve of the predictive model.
Table 1Demographic Data and Clinical Characteristics of Patients
![enm-32-426-i001.jpg]()
Characteristic |
No DI (n=166) |
DI (n=64) |
Overall |
P value |
Age, yr |
46±14.1 |
38.6±16.4 |
44±15.1 |
<0.001 |
Sex |
|
|
|
0.460 |
Female |
92 (55.4) |
32 (50.0) |
124 (53.9) |
Male |
74 (44.6) |
32 (50.0) |
106 (46.1) |
Mass size, cm |
3.3±1.1 |
3.4±1.2 |
3.3±1.1 |
0.135 |
<1 |
6 (4.2) |
0 |
6 (3.1) |
≥1 |
138 (95.8) |
52 (100.0) |
190 (96.9) |
Histopathology |
|
|
|
0.003 |
Pituitary adenoma |
139 (84.2) |
50 (78.1) |
189 (82.2) |
Meningioma |
18 (10.9) |
1 (1.6) |
19 (8.3) |
Craniopharyngioma |
6 (3.6) |
13 (20.3) |
19 (8.3) |
Adenocarcinoma |
1 (0.6) |
0 |
1 (0.4) |
Glioma |
1 (0.6) |
0 |
1 (0.4) |
No data |
1 (0.6) |
0 |
1 (0.4) |
Pituitary adenoma functionality |
|
|
|
0.770 |
Nonfunctioning |
113 (81.3) |
42 (84.0) |
155 (82.0) |
TSHoma |
1 (0.7) |
0 |
1 (0.5) |
Prolactinoma |
12 (8.6) |
4 (8.0) |
16 (8.5) |
GH-secreting |
6 (4.3) |
1 (2.0) |
7 (3.7) |
Cushing's disease |
5 (3.6) |
0 |
5 (2.7) |
GH and prolactin secreting |
0 |
1 (2.0) |
1 (0.5) |
No data |
2 (1.4) |
2 (4.0) |
4 (2.1) |
Type of surgery |
|
|
|
0.007 |
Nasal approach |
96 (57.8) |
30 (46.9) |
126 (54.8) |
Labial approach |
36 (21.7) |
8 (12.5) |
44 (19.1) |
Craniotomy |
32 (19.3) |
25 (39.1) |
57 (24.8) |
Craniectomy |
0 |
1 (1.6) |
1 (0.4) |
Biopsy |
2 (1.2) |
0 |
2 (0.9) |
Status of surgery |
|
|
|
0.130 |
Initial (primary) |
148 (90.2) |
53 (82.8) |
201 (88.2) |
Repeat |
16 (9.8) |
11 (17.2) |
27 (11.8) |
Surgeon |
|
|
|
0.110 |
Consultant |
117 (70.5) |
38 (59.4) |
155 (67.4) |
Resident |
49 (29.5) |
26 (40.6) |
75 (32.6) |
Other postoperative complications |
|
|
|
0.530 |
None |
151 (91.0) |
57 (89.0) |
208 (90.4) |
Death |
1 (0.6) |
0 |
1 (0.4) |
Hemorrhage |
4 (2.4) |
2 (3.1) |
6 (2.6) |
Infection |
4 (2.4) |
4 (6.3) |
8 (3.5) |
CSF leak |
3 (1.8) |
0 |
3 (1.3) |
Hydrocephalus |
2 (1.2) |
0 |
2 (0.9) |
Pneumocephalus |
1 (0.6) |
1 (1.6) |
2 (0.9) |
Table 2Laboratory Characteristics of Patients with and without Postoperative Diabetes Insipidus
![enm-32-426-i002.jpg]()
Characteristic |
No DI (n=166) |
DI (n=64) |
P value |
95% CI |
Preoperative serum Na, mmol/L |
139.2 (5.0)a
|
139.5 (4.0) |
0.772 |
138.6–139.7 |
Postoperative serum Na, mmol/L |
141.0 (4.0) |
144.9 (6.5) |
<0.001 |
141.7–143.0 |
Preoperative USG |
1.015 (0.01) |
1.015 (0.015) |
0.890 |
1.015–1.017 |
Postoperative USG |
1.016 (0.014) |
1.005 (0.01) |
<0.001 |
1.013–1.020 |
Percent change in serum Na, % |
1.40 (4.32) |
3.60 (4.70) |
<0.001 |
1.84–2.97 |
Absolute change in serum Na, mmol/L |
2 (6.0) |
5 (6.5) |
<0.001 |
2.48–4.01 |
Percent change in USG, % |
0.2 (1.76) |
−0.5 (1.07) |
<0.001 |
0.14–1.79 |
Absolute change in USG |
0.002 (0.017) |
−0.005 (0.011) |
<0.001 |
−0.003 to 0.005 |
Table 3Univariate Analysis
![enm-32-426-i003.jpg]()
Variable |
OR |
95% CI |
P value |
Age, mean |
0.97 |
0.95–0.99 |
0.001 |
Female sex |
1.24 |
0.70–2.22 |
0.460 |
Mass size, cm |
1.00 |
0.99–1.00 |
0.867 |
Mass type, microadenoma |
1.00 |
0.99–1.01 |
0.291 |
Histopathology |
|
|
|
Meningioma |
0.15 |
0.02–1.19 |
0.073 |
Craniopharyngioma |
6.00 |
2.17–16.70 |
0.001 |
Pituitary adenoma functionality |
|
|
|
Prolactinoma |
0.90 |
0.27–2.94 |
0.857 |
GH-secreting |
0.45 |
0.05–3.83 |
0.464 |
Type of surgery |
|
|
|
Labial approach |
0.71 |
0.30–1.70 |
0.442 |
Craniotomy |
2.50 |
1.29–4.86 |
0.007 |
Status of surgery |
|
|
|
Repeat |
0.97 |
0.87–1.08 |
0.555 |
Surgeon |
|
|
|
Resident |
1.60 |
0.90–2.98 |
0.109 |
Other postoperative complications |
|
|
|
Hemorrhage |
1.32 |
0.24–7.43 |
0.749 |
Infection |
2.65 |
0.64–10.9 |
0.178 |
Pneumocephalus |
2.65 |
0.16–43.07 |
0.493 |
Preoperative serum Na |
0.99 |
0.99–1.00 |
0.350 |
Postoperative serum Na |
0.99 |
0.99–1.00 |
0.350 |
Preoperative USG |
0.99 |
0.99–1.00 |
0.100 |
Postoperative USG |
0.99 |
0.99–0.99 |
0.002 |
Percent change in serum Na |
1.22 |
1.11–1.35 |
<0.001 |
Absolute change in serum Na |
1.17 |
1.09–1.26 |
<0.001 |
Percent change in USG |
0.65 |
0.48–0.87 |
0.004 |
Absolute change in USG |
3.10e−19a
|
1.22e−31–7.92e−7a
|
0.003 |
Table 4Multivariate Logistic Regression Analysis
![enm-32-426-i004.jpg]()
Variable |
OR |
95% CI |
P value |
Percent change in serum Na |
1.39 |
1.15–1.69 |
0.001 |
Percent change in USG |
0.53 |
0.33–0.87 |
0.012 |
Preoperative serum Na |
1.19 |
1.02–1.40 |
0.026 |
Preoperative USG |
2.84e−27a
|
4.54e−56–177.68a
|
0.071 |
Histopathology |
|
|
|
Meningioma |
0.05 |
0.004–0.70 |
0.025 |
Craniopharyngioma |
0.50 |
0.09–2.66 |
0.415 |
Type of surgery |
|
|
|
Labial approach |
0.64 |
0.20–1.99 |
0.437 |
Craniotomy |
5.48 |
1.60–18.80 |
0.007 |