There was no statistically significant difference between the averages of the ultrasonographic measurement of the ONSD of the right and left eyes, allowing for the use of the mean measurement of both eyes for the final analysis, as recommended by current literature[3–5,10–12].
Due to an uneven distribution among Marshall categories, the final analysis considered the set of ONSD measurements for all patients. A more extensive study with a more homogenous distribution and a higher number of patients could analyze each Marshall category separately, providing a more robust statistical power analysis.
The current study demonstrated a weak positive correlation between the increase in ICP and the ultrasonographic measurement of the ONSD. The identified best cutoff point, indicative of an ICP ≥ 20 mmHg, was 6.18 mm, with 77.8% sensitivity and 81.8% specificity.
Several articles[14–19] have been published with the objective of determining the ideal cutoff point for ONSD to predict increased ICP (Table 2). While some publications involved a substantial number of individuals, it is important to note that many authors did not use objective measures of ICP as a comparison parameter, often relying on factors such as CT scans analysis and physical exam findings.
Table 2
Overview of the ultrasonographic ONSD studies without invasive monitoring as reference for determining ICP
Study
|
Number of participants,
n
|
Mean age,
years ± SD
|
Cutoff,
mm
|
Sensibility,
%
|
Specificity,
%
|
Limitations
|
Amini et al., 2013[15]
|
222
|
42.2 ± 19.5
|
4.85
|
96.4
|
95.3
|
IICP based on CT scan and non-simultaneous measurement
|
Chen et al., 2015[19]
|
519
|
46.1 ± 14.2
|
5.9
|
-
|
-
|
Without comparison
|
Komut et al., 2016[16]
|
100
|
-
|
5.3
|
70
|
74
|
IICP based on CT scan and non-simultaneous measurement
|
Lee et al., 2016[17]
|
134
|
-
|
5.5
|
98.77
|
85.19
|
IICP based on CT scan and non-simultaneous measurement
|
Wang et al., 2015[18]
|
279
|
41.3 ± 15.1
|
4.1
|
95
|
92
|
IICP based on lumbar puncture and non-simultaneous measurement
|
ONSD: optic nerve sheath diameter ICP: intracranial pressure IICP: increased intracranial pressure
|
|
|
|
|
|
|
CT: computerized tomography SD: standard deviation
|
|
|
|
|
|
|
Three different studies[20–22] established comparisons between ultrasonographic measurements of the ONSD and findings suggestive of raised ICP on CT scans in severe TBI patients or those with spontaneous intracranial hemorrhage. Using a pre-established cutoff point for determining raised ICP (ONSD of 5.0 mm), these authors obtained sensitivity and specificity values of 100% and 95%[20], 100% and 63%[21], and 98.3% and 62.5%[22], respectively. However, these studies did not analyze the correlation with adequate invasive ICP measurements specific to their study population. While a previous study has established radiologic findings on head CT scans suggestive of raised ICP[23], these are not precise quantitative measurements and may be influenced by factors such as age, specific brain injuries, and cerebral atrophy.
When analyzing data from publications where ultrasonographic measurement of ONSD was compared to invasive intracranial monitoring techniques, a more relevant comparison can be established with the results of the present study due to methodological proximity.
Moreti et al.[24], in a study involving 63 sedated and mechanically ventilated patients diagnosed with spontaneous intracranial hemorrhage, found a mean ONSD value of 5.0 mm ± 0.49 in patients with ICP < 20 mmHg and 6.16 mm ± 0.57 in patients with ICP ≥ 20 mmHg. The cutoff point was 5.2 mm, with 93.10% sensitivity and 73.85% specificity.
Another study[25] with 31 severe TBI patients demonstrated an ONSD mean value of 5.1 mm ± 0.7 in patients with ICP < 20 mmHg and 6.2 mm ± 0.4 in those with ICP ≥ 20 mmHg (p < 0.0001). The cutoff point was 5.9 mm, with 87% sensitivity and 94% specificity. The objective of this study was to determine, at the time of admission, an ONSD measurement predictive of increased ICP for the next 48 hours. Notably, the ultrasonographic measurement of the ONSD was performed within one hour after obtaining invasive ICP readings, potentially introducing a bias. In contrast, in the present study, measurements were performed simultaneously with invasive ICP monitoring.
Robba et al.[26] published a study with 64 patients, including 45 TBI patients, 15 patients with subarachnoid hemorrhage, and 4 patients with intraparenchymal hemorrhage. Invasive ICP reading was monitored by ventriculostomy or intraparenchymal catheter. Ultrasonographic measurement of the ONSD showed a mean value of 4.9 mm (4.2–6.0), with a defined cutoff point of 5.85 mm, 86.6% sensitivity, and 82.6% specificity. Positive and statistically significant correlations were found between invasive ICP measures and the ONSD, as well as between invasive ICP measures and the speed of systolic flow through the straight sinus.
From the comparative analysis in Table 3, the cutoff point identified in our study showed a higher value compared to other populations but was closer to those with severe TBI patients only. It is noteworthy that this work is the first to evaluate the correlation of ultrasonographic measurements of the ONSD in a Brazilian population. Differences in ONSD measurements across populations of different ethnicities have been noted[12,18–19,31–34].
Table 3
Overview of the ultrasonographic ONSD main studies that set invasive monitoring as reference for determining ICP
Study
|
Number of participants,
n
|
Diagnosis
|
Cutoff,
mm
|
Sensibility,
%
|
Specificity,
%
|
Geeraerts et al., 2007[25]
|
31
|
Severe TBI
|
5.9
|
87
|
94
|
Geeraerts et al., 2008[13]
|
37
|
Miscellaneous
|
5.86
|
95
|
79
|
Kimberly et al., 2008[34]
|
15
|
Miscellaneous
|
5.0
|
88
|
93
|
Soldatos et al., 2008[31]
|
32
|
Severe TBI
|
5.7
|
74.1
|
100
|
Moreti et al., 2009[24]
|
63
|
Intracranial hemorrhage
|
5.2
|
93.1
|
73.8
|
Rajajee et al., 2011[33]
|
65
|
Miscellaneous
|
4.8
|
96
|
94
|
Jeon et al., 2017[35]
|
62
|
Miscellaneous
|
4.8
|
96
|
94
|
Robba et al., 2017[26]
|
64
|
Miscellaneous
|
5.85
|
86.6
|
82.6
|
Wang et al., 2019[36]
|
75
|
Severe TBI + healthy control adults
|
5.83
|
94.4
|
81
|
Present study
(Ferreira, 2024)
|
40
|
Severe TBI
|
6.18
|
77.8
|
81.8
|
ONSD: optic nerve sheath diameter ICP: intracranial pressure TBI: traumatic brain injury
|
|
|
|
|
|
Rajajee et al.[29], in a 2011 study, presented a sample of 65 patients subjected to both invasive and noninvasive measurements of ICP. They identified a cutoff point of 4.8 mm, the smallest one found until then. The authors emphasized that their more precise measurements contributed to this result, as they took utmost care to avoid hypoechoic artifacts located posterior to the eyeball, which could lead to inaccurate ONSD determinations.
The discrepancy in cutoff points cannot be solely explained by this detail, as the current study shared the same concern during the acquisition of ONSD values. Rajajee et al.[29] further stratified patients into groups submitted or not to mechanical ventilation, finding that the group subjected to mechanical ventilation presented higher ONSD mean values with a statistically significant difference. Since all patients in the present study were mechanically ventilated, this factor could also contribute to the observed higher cutoff point (6.18 mm) compared to other studies. To achieve a sensitivity of 100% in the present study's sample, a cutoff point of 4.5 mm could be employed. However, it is crucial to note that the specificity value would be extremely low, approximately 20.5%.
Robba et al.[35], in 2019, conducted a prospective observational study involving 100 adult patients with severe TBI, measuring ONSD at admission to the neurocritical care unit and calculating predicted ICP using a formula with ONSD as a variable. As a secondary outcome, they found a significant correlation between ONSD and invasive ICP measurements (r = 0.85, p < 0.0001). They also observed a positive correlation between admission ONSD and mean ICP during the intensive care stay (r = 0.45, p < 0.0001). The results suggest that measuring ONSD at admission can provide important information about patients at risk of developing intracranial hypertension and impaired autoregulation. Additionally, admission ONSD was significantly correlated with intensive care mortality. However, the predicted ICP using ONSD ranged widely (± 7.66 mm), making it difficult to base clinical decisions solely on this measurement as a substitute for invasive ICP.
Wang et al.[36] conducted a study to assess the association of ONSD with ICP in severe TBI patients after decompressive craniotomy (DC). In this study, ONSDs were measured by ocular ultrasonography in 40 healthy control adults and 35 TBI patients at 6 and 24 hours post-DC operation. Patients were categorized into three groups based on ICP levels: normal (ICP ≤ 13 mm Hg), mildly elevated (ICP = 14–22 mm Hg), and severely elevated (ICP > 22 mm Hg). They found significant linear correlations between ONSD and ICP (r = 0.771, p < 0.0001). The mean ONSDs were 4.09 ± 0.38 mm in the control group and 4.92 ± 0.37 mm, 5.77 ± 0.41 mm, and 6.52 ± 0.44 mm in the normal, mildly elevated, and severely elevated ICP groups, respectively (p < 0.001). With an ONSD cutoff of 5.48 mm for ICP > 13 mm Hg, sensitivity and specificity were 91.1% and 88.0%, respectively. For an ICP > 22 mm Hg, a cutoff of 5.83 mm yielded sensitivity and specificity of 94.4% and 81.0%, respectively.
Xu et al.[37] conducted a systematic review and meta-analysis on the use of ONSD sonography for diagnosing intracranial hypertension in TBI patients. They included 10 studies with a total of 512 patients. The meta-analysis revealed a pooled sensitivity of 0.85 (95% CI: 0.79–0.89) and a specificity of 0.88 (95% CI: 0.80–0.93), indicating that ONSD sonography can be a valuable method for predicting elevated ICP in adult TBI patients.
Martínez-Palacios[38] et al. conducted a comprehensive review focusing exclusively on TBI patients, examining the use of ONSD for ICP monitoring. The review included 16 studies and highlighted that ONSD demonstrates high test accuracy and a strong, almost linear correlation with invasive methods. Specifically, all studies used a 7.5 MHz linear probe and measured ONSD 3 mm behind the globe. The findings underscore that ONSD can reliably estimate ICP, with several studies also exploring additional parameters like the ONSD/eyeball transverse diameter ratio and optic disc elevation, which showed high sensitivity and reliability. The authors concluded that ONSD should be considered one of the most effective non-invasive techniques for ICP estimation in TBI patients, especially given its correlation with invasive ICP measurements and potential utility in bedside applications.
The ultrasonographic measurement of the ONSD does not aim to replace highly accurate invasive techniques, which are considered the gold standard for determining ICP. However, based on the analysis of the results from the present study and existing literature, it can be inferred that ultrasonographic measurement of the ONSD could serve as a possible, although with limitations, complementary technique in the management of TBI, particularly in cases where invasive intracranial monitoring is not feasible.
This method could be particularly valuable in trauma and emergency services where immediate access to neurosurgical teams or CT scanners may be limited. Given its lower financial cost compared to invasive monitoring devices and CT scans, ultrasound can be employed by clinicians, general surgeons, and emergency physicians for screening trauma and neurological patients. This approach enables the provision of timely treatment and facilitates the referral of patients to specialized neurosurgical services. Additionally, ultrasound can be beneficial for monitoring clinically unstable patients, especially in intensive care units, where factors such as severe thoracic and abdominal trauma or hemodynamic instability may complicate patient transportation.
Study Limitations
- Measurement variability: a primary limitation of our study is the high variability in ONSD measurements. The wide range of values for ICP < 20 mmHg (3.2–6.9 mm) and ICP ≥ 20 mmHg (4.9–7.4 mm) results in a high standard deviation (1.0 mm). This variability limits the accuracy of the technique in distinguishing between patients with elevated and normal ICP. As demonstrated in Fig. 1, this variability makes it challenging to reliably assess ICP based solely on ONSD measurements.
- Sensitivity and specificity: while we identified a cutoff point of 6.18 mm for ONSD with 77.8% sensitivity and 81.8% specificity, these values are not high enough to reliably guide clinical decisions. In clinical settings, especially for screening, methods with high specificity and predictive values are necessary. Therefore, the clinical applicability of ONSD measurement as an independent method for ICP assessment is limited.
- Operator variability: all measurements were performed by a single experienced operator, which may not reflect the inter-observer variability that can occur in real clinical settings. Future studies should investigate the consistency of measurements between different operators to assess the reproducibility and reliability of this technique.
- Discontinuity of measurements: ONSD measurements were intended to be performed once daily, but this was not always possible, representing a significant limitation for continuous ICP monitoring. This limitation is further compounded by the fact that the author was not physically present at the institution every day to perform the analysis. As such, the technique does not replace continuous invasive monitoring, which is essential for patients requiring rigorous monitoring of cerebral physiology after severe injuries. This aspect should be emphasized, highlighting the need for future studies to explore the feasibility of more frequent or continuous ONSD measurements by a larger team of trained operators.