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Q2 2025 Vol. 19 · No. 2 · pp. 527-538

Nontraumatic headaches in the emergency department: identifying clinical associations and predictive warning signs of intracranial pathologies

Abdulaziz M. Alghamdi · Abdulkarim M. Alghamdi · Yousof Fahad Allarakia · Arwa S. Alghamdi · Abdulaziz S. Alrashid · Abdulwhab M. Alotaibi · Reem Addas · Ahmed I. Lary
10.5144/0256-4947.2025.50 1,343 Views 0 Citations
0
Citations
1,343
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Vol. 19, No.2
Volume / Issue
527-538
Pages
Abstract


BACKGROUND:
Although headaches are common, only 3–21% are estimated to be secondary, with their causes ranging from non-alarming to life-threatening conditions.


OBJECTIVES:
Evaluate the associated factors and predictive warning signs of intracranial pathologies in patients presenting with nontraumatic headaches to the emergency document (ED).


DESIGN:
Retrospective chart review


SETTINGS:
Medical center in Jeddah


PATIENTS AND METHODS:
Data were collected from all patients who presented to the ED with nontraumatic headaches and underwent brain computed tomography (CT) scans from September 2021 to September 2022.


MAIN OUTCOME MEASURES:
The associated factors and predictive warning signs of intracranial pathologies.


SAMPLE SIZE:
387


RESULTS:

Sixty-seven (17.31%) patients had intracranial pathologies. The median (IQR) age of all patients was 49 (23) years and females constituted 61.8%. Patients with intracranial pathologies were significantly more likely to have severe headaches (59.7% vs. 33.7%,
P
<.001), to have compressing or sharp headaches (16.4% vs. 6.2%, P=.003), to have constant headaches (16.4% vs. 7.8%,
P
=.003), to be on chemo-therapy or radiotherapy (10.5% vs. 2.8%,
P
=.004), and to be smokers (13.4% vs. 6.2%,
P
=.042) than the other group. Multiple logistic regression of headache warning signs revealed that significant changes or progression in pattern, frequency, or severity of headache (OR: 3.2, CI: 1.5–6.6,
P
=.001), motor deficits, including abnormal reflexes (OR: 2.9, CI: 1.2–6.9,
P
=.011), personality changes, confusion, memory impairment, drowsiness, slurred speech or loss of consciousness (OR: 2.6, CI: 1.4–5.0,
P
=.002), and sudden onset of headache (OR: 1.9, CI: 1.0–3.6,
P
=.046) were predictive of intracranial pathologies.



CONCLUSIONS:
Our findings suggest that these four headache warning signs can help physicians predict intracranial pathologies and subsequently decide which patients should undergo brain imaging in non-traumatic headache cases.


LIMITATIONS:
Single-center study and retrospective design

Cite this Article (APA)
Abdulaziz, M. A., Abdulkarim, M. A., Yousof, F. A., Arwa, S. A., Abdulaziz, S. A., Abdulwhab, M. A., Reem, A., Ahmed, I. L. (2025). Nontraumatic headaches in the emergency department: identifying clinical associations and predictive warning signs of intracranial pathologies. Annals of Saudi Medicine, 19(2), 527-538. https://doi.org/10.5144/0256-4947.2025.50
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View Full Text via DOI
Published in
ISSN 0256-4947
Quartile Q2
AMS Score 83
Field Medicine & Health Sciences
Publisher King Faisal Specialist Hospital
Country 🇸🇦 Saudi Arabia
View Journal Profile →
Authors
A
Abdulaziz M. Alghamdi
A
Abdulkarim M. Alghamdi
Y
Yousof Fahad Allarakia
A
Arwa S. Alghamdi
A
Abdulaziz S. Alrashid
A
Abdulwhab M. Alotaibi
R
Reem Addas
A
Ahmed I. Lary
Publication Details
Year 2025
Volume 19
Issue 2
Pages 527-538
Language English
Added 23 Jun 2026