Materials and Methods
1. Overview of the project
Through the community-based organization Bridge of Solidarity, a survey was conducted in 2021 after encountering several challenging epilepsy cases in the settlement. The survey aimed to determine whether the number of people living with epilepsy and their needs warranted an intervention in Nakivale. At that time, the team decided to intervene after identifying 52 cases in a short period. Most of these individuals were members of two refugee-led organizations operating on site; those who were not already members were encouraged to join these organizations to facilitate aid distribution. Following the survey, we analyzed the challenges and developed multifaceted strategies aimed at improving seizure outcomes and quality of life for PWE:
(1) Raising epilepsy awareness in the settlement to improve treatment adherence, demystify the condition, encourage individuals who have not sought medical care to do so, and reduce the stigma associated with epilepsy for both patients and their families.
(2) Enhancing health workers’ knowledge of epilepsy assessment and management in remote, low-resource settings to ensure timely diagnosis and appropriate medication dosing.
(3) Ensuring regular availability and access to generic ASMs.
(4) Increasing families’ financial income, as many PWE depend on caretakers who are unable to participate in income-generating activities. In the settlement, refugees generally rely on cash assistance of United States dollar (USD) 3 per individual per month provided by the World Food Program.
(5) Improving access to specialised education for children with epilepsy.
To implement this project, Bridge of Solidarity established partnerships with various organizations and conducted training sessions, as detailed below:
(1) Row foundation regularly supplies the ASM Roweepra (levetiracetam).
(2) Bethesda Medical Center contributed specialised staff—including a pediatric neurologist, nurses, ASMs, and free EEG—and partnered with another organization specialising in epilepsy advocacy and awareness, as well as on-site staff at Nyarugugu Health Center III.
(3) A local organization was engaged to assist families in initiating income-generating activities, thereby alleviating poverty, reducing malnutrition, and enabling better care for affected family members.
(4) Training was provided to village health team (VHT) members from the refugee community, who are responsible for identifying individuals exhibiting epilepsy symptoms such as temporal shaking, falls, loss of consciousness, incontinence, tongue biting, and abnormal sensations.
(5) Translators received training on epilepsy symptoms and the appropriate terminology in various languages to optimise communication between the medical team and caretakers. Languages used during our outreaches include English, Swahili, Kinyarwanda, Kirundi, Lunyankole, and occasionally French.
(6) Nurses from Bethesda Medical Center, Nyarugugu Health Center, and refugee nurses were encouraged to enrol in an online course offered by Pretola Global Health and Consulting to acquire advanced knowledge in epilepsy assessment and management.
As the main project stakeholders, Bridge of Solidarity and Bethesda Medical Center were committed to providing long-term support for PWE. To facilitate this, we established a memorandum of understanding with the Office of the Prime Minister, which oversees refugee affairs, to expedite access to the settlement—a process that is typically lengthy. This initiative, called ‘CARE FOR ALL,’ is planned to run for 5 years (
Table 1).
2. Study design and selection of participants
Four epilepsy outreach visits were conducted quarterly from August 2022 to May 2023. Patients were consulted in three locations: Nyakagando village in the Rubondo Zone, Sangano village in the Base Camp Zone, and Nyarugugu Health Center III in the Base Camp. Two doctors participated in the project, each providing consultations for PWE over the course of 2 days during each outreach. On the first day, one doctor conducted consultations at Nyarugugu Health Center III alongside psychiatric health workers. Meanwhile, the second doctor conducted consultations in the community among members of a refugee-led organization in a remote village in the Nyakagando/Rubondo Zone, using venues such as churches or schools during holidays. On the second day, both doctors collaborated in community consultations in various villages within the Base Camp Zone, focusing on members of another refugee-led organization. Non-members of these organizations were also received, facilitated by the sensitisation efforts of VHTs. On-site teams consisted of translators, VHTs, and facilitators. During each outreach, we used scales to calculate the correct dosage of medications based on patients’ weight, provided ASMs that were unavailable at the health centers, offered epilepsy awareness education, and performed EEGs twice for the neediest patients.
A total of 161 PWE were seen—38 at the Health Center, 46 in Rubondo, and 77 in Base Camp. For data analysis, we excluded 38 patients from the Health Center due to incomplete data, 20 from Rubondo, and 19 from Base Camp because of irregular consultations (some of whom continued their migration to Kenya) or because they were new cases. Among the remaining 84 patients, we excluded three patients with febrile seizures and normal EEG findings; these individuals remain under observation.
3. Data collection and analysis
Data regarding demographic, clinical, and management characteristics were collected. Collected demographic data included age, sex, nationality, education level, and place of birth. Clinical features recorded included seizure type, monthly seizure frequency at both the initial and final consultations, age of onset, time elapsed before seeking medical care after seizure onset, comorbidities, and suspected risk factors (including birth and family history, history of severe febrile illness, coma or head trauma, and experiences of acute war-related stress). Management data included information on the most commonly used ASMs at the initial and final consultations, dosage accuracy, medication adherence before and after the intervention, and the investigations performed. EEG data were interpreted in collaboration with the co-authors, and data from 81 patients were analyzed using Microsoft Excel (Redmond, WC, USA). This study was exempt from review by the Institutional Review Board of Kyungpook National University Chilgok Hospital, with a waiver for informed consent (IRB no. KNUCH 2024-08-009).
The chi-square test was used to assess differences in seizure frequency between groups, with a P value of <0.05 considered statistically significant.
Results
1. Demographic characteristics
A total of 81 patients were included in the study. Of these, the majority were male (65.4%, n=53), whereas females comprised 34.6% (n=28). In the Base Camp Zone, males outnumbered females nearly three to one, with 74.5% (n=41) male versus 25.4% (n=14) female. However, in the Rubondo Zone the proportion was reversed, with females slightly outnumbering males at 53.8% (n=14) versus 46.1% (n=12).
The majority of PWE attending our outreaches were young, with 77.8% (n=63) being under 18 years of age. The most represented age group was 6 to 12 years (38.3%, n=31), while the least represented group was those over 35 years (9.9%, n=8). Among the 18 adults (aged over 18 years), 12 (66.7%) were from the Rubondo Zone and six (33.3%) were from the Base Camp Zone.
The education level of our patients was generally low; 41 patients (50.6%) had only nursery, primary, or secondary education. Thirteen patients dropped out of school due to frequent seizures or because seizure episodes worsened by frustration related to stigma. The remaining 28 students generally performed poorly—some repeating the same grade for up to 5 years—largely due to learning difficulties, slow processing, and frequent absences caused by seizures. None of the patients had attained tertiary education. Three patients (3.7%) with normal cognitive function were below school age, two (2.5%) attended schools for children with special needs, and a significant number (n=35; 43.2%) had never attended school due to neurodevelopmental delays, poorly controlled seizures, or other neuropsychiatric disorders related to epilepsy.
During our outreaches, 29 individuals (35.8%) were born in the Nakivale settlement, while 52 (64.2%) were born in their countries of origin or in other refugee camps in the United Republic of Tanzania and the DRC.
Nationality data revealed that the most represented group was Congolese (58.0%), followed by Burundians (28.4%) and Rwandese (13.6%). These trends were similar in the Base Camp; however, in Rubondo, the majority were Burundians (46.1%), followed by Congolese (38.5%) and Rwandese (15.4%) (
Table 2).
2. Clinical characteristics
1) Seizures
Most patients (n=42; 51.8%) experienced seizures with a focal onset. Among these, 24 patients exhibited impaired awareness with tonic-clonic, tonic, atonic, behavioral arrest, or motor seizures with versive movements, while 17 experienced focal to bilateral tonic-clonic or tonic seizures; one patient had focal aware tonic-clonic seizures. Generalized onset seizures were observed in 37 patients (45.7%): 29 had generalized tonic-clonic seizures, five had generalized atonic, tonic, or myoclonic seizures, and three had absence seizures. In two patients, the seizure type was not classified.
The largest proportion of patients (n=23; 28.4%) experienced epilepsy onset within the first year of life (<1 year), of which 16 (69.5%) were born in the Nakivale settlement. The smallest group (n=5; 6.2%) experienced onset between 13 and 18 years. The median age of seizure onset was 2 years (range, 0 to 49).
Regarding seizure frequency at the first consultation, 21 patients (25.9%) experienced approximately one seizure per month, 24 (29.6%) had two to four seizures, seven (8.7%) had five to 10 seizures, and 29 (35.8%) experienced between 11 and more than 60 seizures per month. Nine months later, 25 patients (30.9%) were seizure-free for more than 4 to 6 months, nine (11.1%) experienced one seizure, 31 (38.3%) had two to four seizures, 10 (12.3%) had five to 10 seizures, and six (7.4%) experienced between 11 and 60 seizures per month (
Tables 3 and
4). These findings suggest that seizure frequency significantly decreased as a result of the project (
P<0.05).
2) Time taken to seek medical care
Fifty-three patients (65.4%) sought medical care within the first year after seizure onset, while 28 patients waited between 1 and 22 years to seek epilepsy management, resulting in a mean delay of 2.3 years (
Table 5).
3) Comorbidities
Comorbidities were categorised into three groups: neuropsychiatric, somatic, and neurologic. Neuropsychiatric disorders were the most common; intellectual impairment was observed in 57 patients (70.4%), ASD and ADHD in 29 (35.8%), learning difficulties in 28 (34.6%), and psychosis, post-traumatic stress disorder, behavioral, and mood disorders in 34 (42.0%). Low memory was noted in five patients (6.2%). Somatic conditions identified through history or clinical examination were present in 37 patients and included anaemia (n=19), physical wounds and contractile burn scars (n=12), hearing impairment (n=4), hypertension (n=1), sickle cell disease (n=1), albinism and vitiligo (n=2), and malnutrition (n=4), among others. Among neurologic comorbidities, cerebral palsy (including dyskinetic, ataxic, spastic hemiplegia, spastic quadriplegia, or spastic diplegia) was the most prevalent, observed in 22 of 31 patients with neurologic conditions. Other neurological comorbidities included migraine (n=2), congenital and acquired hydrocephalus (n=2), scoliosis (n=1), and dysphagia (n=2). Down syndrome was diagnosed in two patients (
Fig. 2). All patients had at least one comorbid condition; 45.7% had one to two comorbidities, 43.2% had three to four, and 11.1% had five to six comorbid conditions.
4) Epilepsy risk factors
Based on patient history, suspected risk factors for epilepsy were identified in 72 patients (88.9%). Of these, 25 patients (34.7%) reported antenatal and perinatal complications, including hypoxic-ischemic encephalopathy (n=21), chemical exposure (n=1), prematurity (n=1), low birth weight (n=1), and hypothermia (n=1). Central nervous system (CNS) infections and other febrile illnesses were reported in 21 patients (29.2%), a family history of epilepsy in 16 (22.2%), psychological war-related trauma in 13 (18.0%), and head trauma due to war injuries in seven (9.7%). Fourteen patients (approximately 20%) had two to three combined risk factors (
Fig. 3).
3. Management characteristics
During the first outreach, 39 patients (48.1%) were not taking any ASM. Of these, 25 (64.1%) reported that the Health Center did not supply the medication due to shortages, nine (23.1%) were noncompliant with treatment, and five (12.8%) were new to seeking medical care. Among the remaining 42 patients (51.8%) who were receiving treatment, 23 were on a suboptimal (low) dosage. Carbamazepine was the most commonly used ASM, administered to 31 patients (38.2%), followed by phenytoin (n=9; 11.1%), phenobarbital (n=4; 4.9%), sodium valproate (n=2; 2.5%), and lamotrigine (n=2; 2.5%). At the final consultation, the use of carbamazepine increased to 59.2% (n=48), followed by levetiracetam at 29.6% (n=24), phenytoin at 21% (n=17), sodium valproate at 18.5% (n=15), phenobarbital at 6.2% (n=5), and lamotrigine at 2.5% (n=2) (
Fig. 4). During the first visit, the majority of patients (n=36) were on monotherapy, with 20 of these receiving a low dosage; six patients were on two-drug regimens (with half receiving low dosages), and none were on three-drug regimens. By the fourth outreach, 55 patients (67.9%) were on monotherapy, 22 (27.1%) were on bitherapy, and four (4.9%) were on tritherapy (
Table 6). Of the 81 patients, 12 (14.8%) had undergone an EEG and brain computed tomography (CT) scan, while the remaining 69 (85.2%) had not undergone any diagnostic tests. No patients underwent MRI, genetic testing, or blood workup.
Discussion
In our study, males predominated over females (65.4% vs. 34.6%), which is consistent with hospital-based studies in Senegal and Uganda (2010, 2020) that reported a higher prevalence of epilepsy among men [
6,
12,
13]. Recent research suggests that men may be more prone to neuronal excitability, although the underlying mechanisms remain unclear [
14]. Most of our patients were under 18 years old (77.8%), which contrasts with a national survey indicating a higher prevalence in individuals aged 18 to 35. However, other SSA studies support our findings, attributing this pattern to a higher incidence of epilepsy in children and increased premature deaths resulting from poorly controlled seizures [
1,
2,
12].
Educational challenges are significant due to the impact of severe seizures, comorbidities, and the limited availability of affordable special-needs schools for refugees. Although most young PWE in our cohort experienced academic difficulties, only 2.4% had access to special education. Stigma in formal school settings exacerbates seizure control issues, leading to absences and hindering educational progress. Parents reported a higher frequency of seizures on school days compared to weekends, which further limits education, employability, and economic independence [
12]. The majority of participants were Congolese, followed by Burundians and Rwandans, reflecting the influx of refugees fleeing armed conflicts in North Kivu (DRC). As of 30 June 2023, Congolese refugees constituted 65.2% of Nakivale’s population (n=115,284) [
6].
Most patients in our study experienced focal onset seizures, consistent with other findings [
5]. However, inconsistent seizure classification in LMICs and among FDP suggests that generalized onset seizures may be overreported due to language barriers, inaccurate patient histories, limited diagnostic tools, and insufficient provider knowledge [
12,
13,
15].
Seizure onset typically occurred during childhood, with 92.6% of patients experiencing onset between 0 and 18 years, and the largest subgroup being infants under 1 year of age (28.4%). Alarmingly, 70% of these patients were born in Nakivale, where antenatal and perinatal complications (e.g., lack of crying, neonatal seizures) are common. Delays in care, ranging from 6 to 30 hours post-birth due to scarce ambulances and distant hospitals, further increase the risk of epilepsy in the settlement. Improving maternal and neonatal care could help reduce this incidence [
5,
13].
Seizure frequency declined with treatment; however, malaria—a seasonal epidemic in Nakivale due to nearby swamps and lakes—often triggered seizures or exacerbated them into status epilepticus. Many PWE lack mosquito nets, further exacerbating the problem. Similar findings have been reported in rural Uganda, where malaria-related parasitaemia worsened epilepsy outcomes [
16].
Care-seeking behaviors varied by zone. Patients in the Base Camp Zone, an urbanised area with better infrastructure, sought care earlier—likely due to higher education levels and better access to resources—whereas residents of Rubondo, a remote village with poor infrastructure, delayed care for 5 to 22 years in 80% of cases. Many in Rubondo attributed epilepsy to spiritual causes and initially sought help from prayers, witchdoctors, or herbal remedies [
5].
Comorbidities were prevalent; all patients had at least one, and 54.3% had between three and six comorbidities. Neuropsychiatric disorders, cerebral palsy, and cognitive impairments were particularly common. Patients with cerebral palsy often lacked access to mobility aids or physiotherapy, leading to complications such as malnutrition and recurrent infections; two patients required nasogastric feeding. A Ugandan study linked cerebral palsy with seizures and cerebral malaria [
17]. These high comorbidity rates likely result from limited access to medications, socioeconomic challenges, and low parental education in refugee settings [
3,
12,
18,
19].
The causes of epilepsy were primarily inferred from patient history (88.9%). Antenatal and perinatal complications were reported in 30.9% of patients, aligning with SSA studies reporting rates of 1% to 36%. CNS infections (25.9%) and a family history of epilepsy (19.8%) were also notable; the family history rate was higher than the 5.4% reported in Senegal, likely due to war-related stress among Congolese families. Psychological trauma and head injuries resulting from war—for example, witnessing violence or sustaining injuries during displacement—were reported in 20 cases. Such traumatic events are known to trigger or exacerbate epilepsy in refugees [
7].
The epilepsy treatment gap, which is defined as the percentage of people with active epilepsy who lack access to adequate treatment or health services [
20], was 76.5% (n=62) in our study, which is higher than the 62.4% reported in Kenya’s Kilifi region but similar to the 78.8% observed in rural Uganda [
5,
20]. The primary contributors to this gap were limited medicine availability, the use of ineffective low-dose ASMs, noncompliance, and delays in seeking care due to misbeliefs. Although our outreach provides medications that are unavailable in health facilities, intermittent shortages between visits, limited access to private pharmacies, and high costs continue to pose challenges. Ensuring a timely supply of medications, enhancing the capacity of mental health staff, and increasing epilepsy awareness could help reduce the treatment gap [
1,
5,
8]. Advanced treatment options—including a broader range of ASMs, immunoglobulins, surgery, ketogenic diets, and nonpharmacological approaches—could further improve outcomes for intractable cases [
21].
Diagnostic testing was limited, with only 14.8% of patients undergoing EEG or CT scans. No blood serology for infections linked to epilepsy in SSA (e.g., neurocysticercosis, onchocerciasis, toxoplasmosis) was performed, and advanced tests such as MRI or genetic screening were not available. These limitations in diagnostic and treatment capabilities hinder adequate care and diminish the quality of life for refugees.
In conclusion, epilepsy poses a significant burden in LMICs, particularly in refugee settings. This study found a high prevalence of epilepsy among children and adolescents, all of whom had comorbidities that severely impacted their quality of life and school attendance. Major risk factors included antenatal and perinatal complications, trauma from armed conflicts, and head injuries. The treatment gap is exacerbated by the limited availability of ASMs, suboptimal dosing, noncompliance, delays in seeking care, language barriers, and cultural misbeliefs.
Our intervention has demonstrated positive results in improving seizure control and overall quality of life. The study underscores the urgent need for a multifaceted approach to address epilepsy among refugees. The Ministry of Health, humanitarian agencies, and other stakeholders should collaborate to enhance maternal and neonatal care, train healthcare workers, and ensure a timely supply of ASMs. Additionally, providing physiotherapy, wheelchairs for individuals with disabilities, and tailored education for children with epilepsy is critical. Involving refugee communities in epilepsy awareness initiatives and translation efforts is essential, as is leveraging support from organizations such as Pretola Global Health, ROW Foundation, and Tele-EEG.
These joint efforts can help bridge treatment and knowledge gaps, thereby improving the lives of forcibly displaced individuals with epilepsy. Further community-based studies are needed to compare the prevalence of epilepsy in refugee settlements with that in the general population.