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The American Journal of Tropical Medicine and Hygiene logoLink to The American Journal of Tropical Medicine and Hygiene
. 2022 Mar 14;106(5):1450–1455. doi: 10.4269/ajtmh.21-0594

Prevalence of Epilepsy, Human Cysticercosis, and Porcine Cysticercosis in Western Kenya

Monica M Diaz 1,2, Dilraj Sokhi 3, John Noh 4, Anthony K Ngugi 5, Frank J Minja 6, Prabhakhar Reddi 5,7, Eric M Fèvre 3,8,, Ana-Claire L Meyer 1,9,*,
PMCID: PMC9128686  PMID: 38223984

ABSTRACT.

Cysticercosis is the leading cause of acquired epilepsy worldwide and has been shown to be highly prevalent in pig populations in western Kenya. We conducted a community-based door-to-door survey in a region of western Kenya with a high proportion of pig-keeping households. Persons with epilepsy (PWE) were determined using a screening questionnaire followed by a neurologist evaluation. Cysticercosis serum apDia antigen ELISAs and Western blot for LLGP and rT24h antigen were performed on all PWE and 2% of screen-negative patients. All PWE or people with positive apDia underwent contrast-enhanced brain computed tomography (CT). Of a sample of 810 village residents, 660 (81%) were present in the homestead, of whom 648 (98%) participated. Of these, 17 were confirmed to have lifetime epilepsy, an estimated crude prevalence of 2.6%. No humans with (N = 17) or without (N = 12) epilepsy had serological evidence of cysticercosis infection. Fourteen PWE and one individual with borderline positive apDia antigen ELISA underwent brain CT; none had radiographic findings consistent with neurocysticercosis. Nearly 30% of households kept pigs, with 69% always tethered in both wet and dry seasons. More than 8% (6/72) of pigs had palpable lingual cysts; these pigs all originated from homesteads with latrines, one-third of which were free-ranging at least some of the time. Epilepsy prevalence in our study was greater than the national prevalence, but we found no individuals with epilepsy attributable to cysticercosis. Additional studies are required to identify causes of epilepsy, human and porcine cysticercosis, the role of spatial clustering, and protective factors like host-pathogen immunity.

INTRODUCTION

Nearly 65 million people are estimated to have epilepsy worldwide, of whom 80% live in developing countries, and between 56% and 75% do not receive appropriate epilepsy treatment (known as the epilepsy treatment gap).14 Further, mortality rates in persons with epilepsy (PWE) are approximately 2 to 3 times higher in low-income countries than in the middle- and high-income countries.5 Active epilepsy prevalence in rural coastal Kenya is between 2.9 and 7.8 per 1,000 people, nearly 3 to 6 times higher than the global active epilepsy prevalence,6,7 and more than 70% of Kenyan PWE are not receiving appropriate epilepsy treatment.8

Neurocysticercosis (NCC) is the leading cause of acquired epilepsy in the developing world and is due to infection of the brain with the larval form of the pork tapeworm Taenia solium. Approximately 50 million people are infected with NCC worldwide, and it is thought to occur in up to 30% of people with epilepsy or seizures in endemic regions such as India, Central America, and South America.911 However, the prevalence of NCC in persons with epilepsy in sub-Saharan Africa (sSA) varies widely, ranging from 23.2% in an endemic area of Zambia12 to only 2.8% in northeastern Tanzania.13 Moreover, exposure to other parasites, such as Onchocerca volvulus or Toxoplasma gondii, is associated with active epilepsy in sSA.14

In Kenya, little is known about human NCC, although porcine cysticercosis is common and has been widely studied.15,16 Studies of small-holder pig-keeping communities in Kenya revealed that 10% to 17% of pigs had lingual cysticercal cysts.17,18 In rural western Kenya, the prevalence of porcine cysticercosis by HP-10 antigen (Ag) ELISA testing was 32.8% in a rural population15 and 37% among pigs entering the food chain.16 Spatial clustering of cysticercosis has also been demonstrated in several regions throughout the world, which may greatly affect susceptibility of pig-to-human cysticercosis transmission and subsequently NCC prevalence.2022 Our objective was to determine the prevalence of epilepsy, human NCC and human and porcine cysticercosis in a village with unknown cysticercosis and NCC prevalence located within a region of western Kenya. This region was of particular interest because it has previously been reported to have a high proportion of pig-keeping households and elevated prevalence of human and porcine cysticercosis throughout.16,18

METHODS

We conducted a three-stage door-to-door community-based assessment of a typical Western Kenyan village with a high proportion of pig-keeping households between February 25 and June 3, 2015, to determine the prevalence and association a epilepsy and human and porcine cysticercosis.

Study population and sampling.

We selected a sublocation (Busibwabo) from a region in western Kenya that was roughly a 45-km radius semicircle centered on the town of Busia, Kenya. This region was chosen because it is representative of the wider Lake Victoria crescent zone and is known to have a high prevalence of human and porcine cysticercosis based on results of prior studies.16,18 We subsequently identified a village (Bumanyi) within this region with a high proportion of pig-keeping households based on discussions with local representatives of the Ministry of Agriculture, traders in pork meat, village elders, and a reconnaissance of the area. We included all household members irrespective of age or sex, and we did not have any exclusion criteria.

Human procedures.

In Stage 1, we surveyed the head of the household to answer a household questionnaire, as well as a nine-question epilepsy screening questionnaire adapted from Placencia et al. that was translated into the local languages (Kiswahili and Kiluhya).23,24 This questionnaire reliably detects convulsive epilepsies, but its sensitivity for other epilepsy types is unknown.25 A caregiver was asked to answer on behalf of children under age 12 years. A brief health examination was performed on all individuals.

In Stage 2, all human individuals who screened positive for epilepsy on the epilepsy screening questionnaire underwent a detailed history and physical examination by a study neurologist (A. C. M. and D. S.), as well as phlebotomy and blood testing for detection of Ag (cysticercal antigen). A random sample of 2% of the individuals who screened negative for epilepsy also underwent venipuncture.

In Stage 3, all human individuals with confirmed lifetime epilepsy who were ≥ 5 years of age underwent contrast-enhanced computed tomography (CT) of the brain at Aga Khan Hospital in Kisumu, Kenya. Head CT was done in children < 5 years only if they had a focal neurological deficit or positive cysticercal Ag. Head CT was also performed in individuals who screened negative for epilepsy but had a positive cysticercal Ag result. Contrast-enhanced CT of the brain was performed using standard protocols and read by two independent radiologists blinded to the cysticercal serostatus and presence or absence of epilepsy. One radiologist had expertise in local epidemiology (P. R.) and the second was a neuroradiologist with expertise in East Africa (F. M.). Any discrepancies would be resolved by a third radiologist; however, there were no discrepancies between the neuroradiologists. CT protocol was performed with and without contrast, including 8-mm slice thickness with a 4-mm gap between CT slices in the supratentorial brain region and 5-mm slice thickness with a 2.5-mm gap in the infratentorial region.

Porcine procedures.

We examined all pigs in the household. We excluded pigs that were < 3 months of age, pregnant, or lactating. We administered a brief health survey and performed a physical examination and phlebotomy. Physical examination and phlebotomy were undertaken by trained and experienced animal health technicians. The ventral surface of the tongue was examined for the presence of cysticerci after restraining the pig with a snare behind the canine teeth and using a short stick to open the mouth and cotton gauze to protract the tongue. Anterior vena cava blood samples were collected.26

Cysticercosis testing.

Blood samples were collected in BD Vacutainer 10-mL plain tubes and were transported to the field laboratory on ice where they were centrifuged at 3000 rpm for 20 minutes at room temperature. Sera were then aliquoted into 2-mL cryovials and stored at –40°C between 2 and 5 months until they were transported on dry ice to the International Livestock Research Institute (ILRI) facility in Nairobi where they were stored at –80°C between 2 and 16 months before laboratory analysis. Ag ELISA was performed at ILRI using the apDia Cysticercosis Ag ELISA kit, a commercially available enzyme immunoassay for qualitative determination of viable metacestodes (cysticerci) of Taenia spp. (ApDia, Turnhout, Belgium). Cutoff values were calculated according to kit instructions. Subsequently, samples were transported on dry ice to the Centers for Disease Control and Prevention (CDC) in the United States where enzyme-linked immunoelectrotransfer blot (EITB) assay, developed at the CDC using lentil lectin-bound glycoproteins (LLGP) extracted from T. solium cysticerci, were performed, with a sensitivity of 99% and specificity of 99% for diagnosing NCC28 on all human and porcine samples. The EITB detects antibodies to any one of seven cyst-derived glycoproteins including GP50, GP39-42, GP24, GP21, GP18, GP14 and GP13. The sensitivity of EITB with two or more intracranial cysts present is 100% with 99% specificity in serum.28,29 rT24h antigen, a recombinant T. solium protein antigen, was also performed at the CDC on all human and porcine samples with a sensitivity of 99% and specificity of 100% for detection of NCC.28

Definition of study outcomes.

We defined human and porcine cysticercosis and human NCC using the following definitions:

  1. Epileptic seizure: An epileptic seizure is a clinical manifestation (sudden and transitory abnormal phenomena) presumed to result from an abnormal and excessive discharge of a set of neurons in the brain, perceived by the patient or an observer. It might include alteration of consciousness or motor, sensory, autonomic, or psychic events. Febrile and eclamptic seizures were excluded from analyses.30

  2. Lifetime epilepsy: Lifetime epilepsy consisted of two or more unprovoked epileptic seizures in a lifetime. An episode of status epilepticus or multiple seizures occurring in a 24-hour period was considered a single event.30

  3. Active epilepsy: A person with active epilepsy is an individual who meets criteria for lifetime epilepsy and has had at least one epileptic seizure in the previous 5 years, regardless of antiepileptic drug treatment.30

  4. Treatment gap: The proportion of individuals with active epilepsy not currently taking antiepileptic drugs.31

  5. Human cysticercosis, NCC, and NCC-related epilepsy: Standard clinical diagnostic criteria were used for human NCC relying primarily on CT scans and serological testing because this community-based sample did not have acute complaints. NCC-related epilepsy was defined as an individual with active epilepsy and probable or definite NCC.32,33

  6. Porcine cysticercosis: The presence of lingual cysts or positive-Ag on the ApDia Ag-ELISA.15

Statistical analyses.

We used each household as the primary sampling unit. We described the demographic and health characteristics of the human and porcine study participants. We generated crude, age, and age- and sex-adjusted prevalence estimates using an internal reference population both for active and lifetime epilepsy using binomial regression. All analyses were conducted in Stata version 14.

Ethics.

This study was approved by the Institutional Research Ethics Committee (ILRI-IREC2014-16) and Institutional Animal Care and Use Committee (ILRI-IACUC2014.36) of the International Livestock Research Institute (ILRI), Kenya and the Human Investigation Committee (HIC) at Yale University, New Haven, CT. ILRI IREC is registered and accredited by the National Commission for Science, Technology and Innovation in Kenya and approved by the Federalwide Assurance for the Protection of Human Subjects in the USA. The IACUC at Yale exempted the protocol.

RESULTS

The village was made up of 154 households, among which five did not consent to participate and four were not present for at least two attempted visits. Of 810 village residents, 660 (81%) were present in the household of whom 648 (98%) participated (Figure 1). Median household size was 4 (interquartile range [IQR]: 3–6) and the median number of children per household was 4 [IQR: 3–7], and 24% grew crops for sale (Table 1). Approximately one-third of adults were married (32%), and approximately two-thirds had primary school education or less (73%) and were farmers (76%).

Figure 1.

Figure 1.

Recruitment and study flow. * Two individuals had trace positive testing on the apDia cysticercosis antigen ELISA. +CC serology = apDia cysticercosis antigen ELISA, LLGP, rT24 Ag above cut-off value; CT+NCC = contrast-enhanced computed tomography of the brain consistent with diagnosis of neurocysticercosis; HH = household; neg = negative; pos = positive.

Table 1.

Household and individual human health and demographic characteristics (N = 144)

Overall
Household characteristics (N = 144)
 Household size, median (IQR) 4 (3–6)
Latrine
 Household has a latrine, % (n) 76% (109)
 All latrines in household completely closed, % (n) 20% (29)
Keep other animals
 Cattle, % (n) 62% (89)
 Goat, % (n) 12% (17)
 Chicken, % (n) 88% (126)
Socioeconomic status
 Electricity, % (n) 29% (42)
 Mains 7% (10)
 Solar 19% (28)
Individual characteristics N = 643
 Females, % (n) 57% (365)
 Age in years, median (IQR) 14 (7–32)
 Child, % (n) 61% (389)
 Married, % (n) 32% (203)
 Years lived in village, median (IQR) 18 (6,35)
 Number of children, median (IQR) 4 (3–7)
Education/occupation among adults
 Primary school education or less, % (n) 73% (185)
 Farming as primary occupation, % (n) 76% (192)
Health and sanitation
 Worms in feces in past year, % (n) 27% (156)
 Took deworming medication in last month, % (n) 2% (14)
 Always uses latrine for defecation in  past month, % (n) 73% (469)
 Livestock have access to home, % (n) 75% (484)
Water source
 Primary water source, wet season, % (n)
  Well or borehole 66% (472)
  Roof 85% (604)
 Primary water source, dry season, % (n)
  Well or borehole 61% (439)
  River or spring 87% (619)
Do not treat drinking water, % (n) 15% (99)

IQR = interquartile range.

More than 28% (41/145) of households kept pigs, of which 97% (70/72) were the local pig breed and 58% (41/71) were procured from another village and 23% (16/71) from another home in the same village. The median number of pigs in pig-keeping households was 1 (range: 1–7), and two households had suckling piglets. Less than half (43%) of pigs had been given veterinary treatment in the prior 12 months (83% of these a general dewormer), and among those 30 pigs, the primary treatment provider was a household member (86%) with a minority receiving treatment from an animal health assistant (6%) or veterinary drug supplier (Table 3).

Table 3.

Demographic and health characteristics of the porcine population (N = 72)

Local pig breed 97% (70/72)
Age (months) median (IQR) 4 (2–6)
Females 55% (40/72)
 Pregnant 18% (7/40)
 Lactating 10% (4/40)
Pig source
 Another village 58% (41/71)
 Another home, same village 23% (16/71)
 Home 18% (13/71)
 Market 1% (1/71)
Obtained any treatment of pig in  prior 12 months, % (n/N) 43% (30/69)
Treatment type
 Deworming tablet 83% (25/30)
 Drench 10% (3/30)
 Tablet and spray 3% (1/30)
 Multivitamin 3% (1/30)
Self or household member was treatment provider 86% (26/30)
Pigs always tethered in dry season 72% (52/72)
Pigs always tethered in wet season 74% (53/72)
Palpable tongue cyst on examination 8% (6/71)
Raise pigs to sell 93% (67/72)

IQR = interquartile range. Data are % (n/N) unless noted.

Approximately 70% (52 or 72) of pigs were always tethered in both wet and dry seasons. More than 73% (469 of 643) of individuals reported always using a latrine (Table 1), and significantly more pig-keeping households reported having a latrine that was completely closed (33% versus 16% among non–pig-keeping households; P = 0.03). Pig-keeping households were significantly more likely to keep other livestock: cattle (P = 0.004), chickens (P = 0.24), and dogs (P = 0.001) in the home. Nearly one-quarter of non–pig keeping households had electricity in the household, whereas 42% of pig-keeping households had access to electricity (P = 0.04) (Table 1).

Epilepsy.

Thirty-six individuals screened positive for epilepsy, and one additional individual was identified as a PWE by a family member. Of these, 30 were evaluated by a neurologist, of whom 17 were confirmed positive after neurologist review (Figure 1). Alternative diagnoses included syncope,5 chills,1 fasciculations/muscle fatigue,3 Parkinson’s disease,1 behavioral episodes,1 febrile seizure.1 Crude lifetime epilepsy prevalence was 26.2 per 1,000 population (95% confidence interval [CI]: 15–42), and age- and sex-adjusted prevalence was 36 per 1,000 population (95% CI: 13–59). Crude active epilepsy prevalence was 22 per 1,000 population (95% CI: 13–36), and age-and sex-adjusted prevalence was 36 per 1,000 population (95% CI: 15–57) (Table 2).

Table 2.

Crude and adjusted prevalence of lifetime and active epilepsy, human and porcine cysticercosis

Prevalence (per 1000 population) [95% CI]
Lifetime epilepsy
 Crude 26 [15–42]
 Crude female 22 [9–42]
 Crude male 32 [15–60]
 Age-adjusted 30 [12–49]
 Age- and sex-adjusted 36 [13–59]
Active epilepsy
 Crude 22 [13–36]
 Crude female 14 [6–32]
 Crude male 32 [17–61]
 Age-adjusted 26 [9–43]
 Age- and sex-adjusted 36 [15–57]
Cysticercosis
 Human
  Epilepsy 0 [0–308]*
  Without epilepsy 0 [0–265]*
 Porcine
  Lingual examination 85 [32–175]
  Serology 0 [0–67]*

CI = confidence interval. Crude, age and age-and-sex-adjusted prevalence estimates were generated using an internal reference population as the reference population.

*

One-sided, 97.5% CI.

The median age of PWE was 16 years (IQR: 12–21), and 53% were female (9 of 17). The clinical phenotype of seizures in a majority was generalized tonic-clonic, although 12%2 reported focal-onset of seizures. The median age of seizure onset was 8 years (IQR: 2–13), and only two individuals had onset after 18 years of age. A family history of epilepsy was reported in 53% (9 of 17) of PWE (first- and second-degree relatives). A history of malaria was reported in 41% (7 of 17) and febrile seizures in 18% (3 of 17). An abnormal neurological exam was reported by the examining neurologist for 29% (5 of 17) of PWE and developmental delay in 24% (4 of 17). The current epilepsy treatment gap was 71% (12 of 17), but 59% (10 of 17) reported having taken AEDs in the past. Nearly half (47%; 8 of 17) ever sought treatment of seizures from traditional healers at least once. Among five PWE currently taking AEDs, three were taking carbamazepine and two phenobarbital.

Human and porcine cysticercosis.

None of the PWE had serological (N = 10) or radiographic (N = 15) evidence of cysticercal infection by Ag-ELISA (Table 2, Figure 1). Of the 12 randomly sampled individuals without epilepsy for whom serological testing was performed, two individuals without epilepsy with trace positive Ag-ELISA had CT scans performed. Neither had radiographic evidence of cysticercal infection and follow-up Western blot testing was negative. More than 8% (6 of 71) of pigs had palpable lingual cysts; these pigs all originated from households with latrines and 33% (2 of 6) were free-ranging at least some of the time. None (0 of 53) of the pigs had serological evidence for cysticercosis (Figure 1).

DISCUSSION

Epilepsy prevalence across sSA, including East Africa, varies widely. Our study found a lifetime epilepsy prevalence of 2.6%, comparable to studies from other countries of sSA,3437 higher than others8,3842 attributable to differences in sampling, screening methods and diagnostic criteria used.43 The treatment gap in our study was 64%, similar to other treatment gap prevalence reported in the region (67–79%).8,35,39,4346 NCC is thought to be the most common cause of epilepsy worldwide; however, our study did not find evidence of NCC among those who screened positive for epilepsy, nor among the sample that screened negative for epilepsy.911 Prior studies from nearby regions demonstrated the prevalence of human Taenia spp. infection was 19.7% (95% CI: 16.7–22.7) and porcine Taenia spp. infection was 17.2% (95% CI 9.1–25.3) using Ag-ELISA.18 Another study from the same region reported an even higher porcine cysticercosis prevalence of 37.6% (95% CI: 29.3–45.9%) using the same assay.16

Despite reports of high prevalence of human Taenia infection and porcine cysticercosis in the region,16,18 all PWE nor pig had negative cysticercal serology using either Ag-ELISA or immunoblot antibody testing in this small study. There may be several reasons for this. First, Most of the data on NCC and epilepsy come from Latin America, with few studies from eastern Africa. One study from rural Tanzania47 found that definite NCC lesions were present on CT in only 2.4% of persons with epilepsy compared with 1% of the study population without epilepsy. A higher prevalence of CT-defined NCC was reported in Rwanda with 7.4% of PWE having definite NCC lesions on CT.48 Variability exists across sSA with several factors that may contribute to NCC prevalence across the region. Environmental, animal husbandry, household, and individual risk factors known to affect the prevalence of human and porcine cysticercosis are similar between the low cysticercosis prevalence village we studied and the high prevalence surrounding Kenyan,18,19 including age and gender distribution, pork consumption, low household wealth, limited access to and use of latrines, and free-roaming pigs.19,4951 In our study, all households with pigs in our study were kept in homes with a latrine, and some evidence suggests that this may decrease the risk of cysticercal seropositivity.52 Moreover, other causes of epilepsy, such as other endemic infections (i.e., Onchocerca volvulus or Toxoplasma gondii) associated with epilepsy in sSA,14 traumatic brain injury, or hypoxic brain injury at birth should be considered.

Extensive intercountry variability exists in human cysticercosis prevalence ranging from 0% to 21.5% and in porcine cysticercosis (0–56.7%) using cysticercal Ag detection.19,54 One potential explanation for the variability of cysticercosis prevalence may be spatial clustering of infection leading to intervillage variability, a finding that has been reported in endemic regions worldwide.19,20,22 One recent study in Peru found that strong clustering of porcine cysticercosis occurs near areas with a high prevalence of tapeworm carriers within rural northern Peru.22 Therefore, a better understanding of potential protective factors against cysticercosis infection and special clustering may inform future refinements to the design of elimination strategies.55

Although no pig was antigen or antibody positive, six pigs had palpable lingual cysts. Palpation of lingual cysts is known to be poorly sensitive for porcine cysticercosis; thus, our results may have been due to other infectious causes of cysts such as Taenia hydatigena or Taenia asiatica.56 We do not expect a false-positive lingual cyst finding because all veterinary technicians were trained in porcine lingual palpation; therefore, it is possible that the lingual cysts detected were from an infection other than Taenia solium as the potential for cross-reactivity between Taenia species exists.

Limitations to this study included only testing a small proportion of individuals with serum sample for seral cysticercal Ag or head CT, which may have underestimated the true prevalence of cysticercosis and neurocysticercosis in this single village. Moreover, because we surveyed only one village in this region of western Kenya, the findings from this study cannot be generalized to the district or national level. In addition, more recent guidelines recommend a cutoff of 1 year of time to define active epilepsy due to problems of recall over longer periods of time.57 In our study, we used a 5-year cutoff to define active epilepsy using other guidelines that may be more susceptible to inaccurate reporting and recall.30 We did not collect stool samples as part of the study, which may limit the findings of this study.

CONCLUSIONS

The prevalence of epilepsy and the epilepsy treatment gap were high in a rural village of western Kenya. Untreated hypertension was also common in this group. In contrast to regional estimates, the prevalence of human and porcine cysticercosis in this village was low, and no individuals with epilepsy were found to have neurocysticercosis on head CT. This may be due to spatial clustering of infection, partial immunity due to prior infection with other Taenia spp., a small geographic size sampled, or other unmeasured social and environmental factors. Moreover, the ecology of free range pig-keeping means that the household level risk associated with latrine provision may be strongly influenced by provision at broader geographic scales.53 Wide-scale surveys of infectious causes of epilepsy are required to establish baseline prevalence of neurocysticercosis in areas of known cysticercosis transmission and to create an indicator for measuring impact of Taenia control activities. Future research to better understand potential protective factors and the impact of spatial clustering on the epidemiology of cysticercosis may aid in tailoring cysticercosis elimination strategies. In addition, a better understanding of the infectious and noninfectious causes of epilepsy in developing countries is an important step toward reducing epilepsy burden.

ACKNOWLEDGMENTS

The authors acknowledge the support and cooperation of the Chiefs and Assistant Chiefs and the communities in Busibwabo sublocation; the Ministry of Agriculture, Livestock and Fisheries, Ministries of Medical Services and Public Health, County Government of Busia, Kenya; the Ministry of Health, Kenya; leadership and staff of participating Ministry of Health facilities in Busia County; EPICC Study staff, and Dr. Sam Oula, Aga Khan Hospital, Kisumu, Kenya.

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