Abstract
Background
In June 2021, Burkina Faso changed the 13-valent pneumococcal conjugate vaccine (PCV13) schedule from three primary doses with no booster (at 2, 3, 4 months) (3+0) to two primary doses with a booster (at 2, 4, 9 months) (2+1), which may optimize vaccine impact due to a booster dose.
Methods
We conducted two cross-sectional, age-stratified (age 1–11 months [infants], 1 year, 2–4 years, 5–14 years, and ≥15 years) pneumococcal carriage surveys in Bobo-Dioulasso in April–May 2022 and March–April 2023 and compared results with one similar survey conducted in March 2020. We collected demographic and epidemiologic information, including vaccination history (participants aged <5 years), and one nasopharyngeal (all participants) and one oropharyngeal (participants aged ≥5 years) swab from participants. Pneumococci isolated by culture were serotyped by PCR (all isolates in 2020 and 2022) and/or Quellung (subset of isolates in 2020 and 2022, all isolates in 2023). We evaluated pneumococcal carriage before (2020), during transition (2022), and after (2023) the PCV13 schedule change.
Results
We enrolled 1,002, 1,025, and 1,007 participants in 2020, 2022, and 2023, respectively. Median age at dose 3 for 2+1-eligible children (infants in 2022 and children aged <2 years in 2023) was 4.3 months in 2022 and 9.1 months in 2023. From 2020 to 2023, PCV13-type carriage declined significantly among infants (2023: 9.5% 2020: 19.0%; adjusted prevalence ratio: 0.53, 95% CI: 0.31–0.88) but not in other age groups.
Conclusions
The decline in PCV13-type carriage observed only in infants is likely unrelated to the PCV13 schedule change, since only those aged ≥9 months could have received a booster dose. Additional birth cohorts vaccinated with the 2+1 schedule are needed to understand the effects on PCV13-type carriage.
Keywords: Burkina Faso, pneumococcal vaccines, Streptococcus pneumoniae, carriage, administration & dosage, vaccine impact, pneumococcal conjugate vaccines
Background
Streptococcus pneumoniae (pneumococcus) is a major cause of bacterial disease and associated deaths worldwide [1]. In 2021, the highest proportion of lower respiratory infections were due to S. pneumoniae, with an estimated 97.9 million episodes and 505,000 deaths globally [1]. In the African meningitis belt, pneumococcal meningitis has become a predominant cause of bacterial meningitis in many countries [2]. Pneumococci colonize the nasopharynx; while pneumococcal colonization is a precursor to disease, colonized individuals can transmit the bacteria person-to-person without developing disease [3]. Community pneumococcal carriage surveys evaluate the prevalence of colonization and can be an efficient way to assess changes in circulating serotypes and impact of pneumococcal conjugate vaccines (PCVs).
Introduction of PCVs led to marked declines in the incidence of disease caused by serotypes contained in the vaccines [4]. PCVs not only provide direct protection among vaccinated individuals but also provide indirect protection to unvaccinated populations through decreased transmission of vaccine serotypes in the community [4, 5]. The World Health Organization (WHO) recommends that countries introduce a PCV into the routine childhood immunization program using a schedule of either three primary doses without a booster (3+0) or two primary doses with a booster (2+1) [6]. Most countries in Africa introduced PCVs using a 3+0 schedule [7], and many sub-Saharan countries observed initial declines in vaccine-type (VT) carriage within 1–2 years after introduction followed by a stabilization at lower levels with continued transmission [8–10]. Several countries in the meningitis belt found persistent serotype 1 pneumococcal meningitis in the years following PCV introduction [2]. A PCV schedule with a booster dose may provide a longer duration of protection in vaccinated children and contribute to more pronounced indirect effects [6].
Burkina Faso is a country located in West Africa and entirely within the meningitis belt with a high burden of pneumococcal meningitis [11]. Burkina Faso introduced 13-valent PCV (PCV13) in October 2013 using a 3+0 schedule with doses administered at two, three, and four months of age, and third dose coverage was >90% for most years after introduction [12]. In the years following PCV13 introduction, VT disease declined, though serotype 1 (contained in PCV13) remained the predominant cause of pneumococcal meningitis after vaccine introduction [11]. Additionally, while VT carriage among colonized children aged <5 years declined by 41% from 2008 (the only pre-PCV13 data) and 2020 [13], persistent VT carriage was found approximately six years after PCV13 introduction in children (16–20%) and adults (6%) [8]. In June 2021, Burkina Faso changed the PCV13 schedule from 3+0 to 2+1 with doses administered at two, four, and nine months of age, making it the first country in the African meningitis belt to make the switch.
We conducted two cross-sectional, age-stratified community pneumococcal carriage surveys among children and adults after the PCV13 schedule change and compared results to a survey conducted before the schedule change [8] to assess the impact of the schedule change.
Methods
Study site and population
The surveys were conducted during April–May 2022 and March–April 2023 using the same methods and maintaining the same seasonality as the pre-schedule change survey conducted in March 2020 [8]. The surveys took place in Bobo-Dioulasso, the second largest city in Burkina Faso with an estimated population of 1.1 million in 2023 [14].
To recruit participants, we randomly selected 10 sectors with two back-ups among the 21 residential sectors in Bobo-Dioulasso (military and industrial sectors excluded). In each selected sector, all intersections were mapped, and 20 intersections were randomly selected with 10 back-ups. At each intersection, trained surveyors randomly selected a street by spinning a pen, and households on the selected street were visited consecutively starting on the left. Surveyors visited multiple households in the same intersection until one participant in each of five age groups was recruited: 1–11 months, 1 year, 2–4 years, 5–14 years, and ≥15 years. The sample size strategy was based on feasibility and budget; therefore, the same sample size was used in these surveys as prior surveys conducted in Bobo-Dioulasso after PCV13 introduction [8, 13]. Consistent with the 2020 survey, the target sample size in each survey was 1,000 participants or 200 per age group [8]. In households with multiple members in the same age group, surveyors used a simple random draw method to select one participant; however, multiple household members in different age groups were eligible for recruitment. The inclusion criteria were residents of Bobo-Dioulasso aged ≥1 month. The exclusion criteria were self-reported severe acute malnutrition or underlying disease.
Data and specimen collection
At the household, written informed consent was obtained from adult participants or the parent/guardian of participants aged <18 years. The Burkina Faso Ethics Committee for Health Research does not require written informed assent from participants aged <18 years; however, the study background and procedures were explained to minor participants in age-appropriate language. Surveyors completed a questionnaire on demographic and epidemiologic characteristics of the household and participant. Vaccination history was collected from vaccination cards for children aged <5 years; if vaccination cards were missing during enrollment, field teams reviewed the immunization registers in local health posts. Lastly, participants were given appointments within 1–2 days of recruitment for clinical specimen collection at one of two district hospitals.
At the district hospitals, adult participants or parents/guardians of participants aged <18 years provided written informed consent for clinical specimen collection using the same consent forms as those used at the household. If a participant did not come to his or her clinic appointment, field supervisors made three attempts to follow up with the participant; after three attempts, the participant was replaced by another individual in the same age group living in the same intersection. Trained nurses completed a questionnaire on the recent health history of participants and collected nasopharyngeal swabs from all participants and oropharyngeal swabs from participants aged ≥5 years [15]. Nasopharyngeal and oropharyngeal swabs were immediately put into cryotubes containing 1 mL skim milk, tryptone, glucose, and glycerol (STGG) transport medium, and cryotubes were placed into coolers with ice packs. The coolers containing the cryotubes were transported to Centre Muraz, a national reference laboratory in Bobo-Dioulasso, within 4–6 hours of specimen collection.
Laboratory methods
All nasopharyngeal and oropharyngeal swabs collected in 2020 and 2022 were analyzed at Centre Muraz. Upon arrival at Centre Muraz, laboratory technicians vortexed the inoculated STGG media for 10–20 seconds before placing the cryotubes in a −80°C freezer for storage. For swab analysis, 200μl of the swab-inoculated STGG media was transferred to 5.0 mL Todd Hewitt broth containing 0.5% yeast extract (THY) and supplemented with 1 mL of rabbit serum. This mixture was then incubated at 35–37°C for six hours. Following incubation, the cultured broth was streaked onto sheep blood agar plates for isolation and incubated in a 5% CO2 atmosphere at 35–37°C. After an incubation period of 18–24 hours, the plates were examined for the presence of alpha-hemolytic colonies. Pneumococci were identified based on their susceptibility to optochin and through bile solubility testing. All isolates of S. pneumoniae were inoculated into preservation medium (STGG) and stored at −80°C. The published sequential multiplex polymerase chain reaction (PCR) assay [16] was employed by Centre Muraz to determine pneumococcal serotypes. A subset comprising 20% of isolates serotyped by Centre Muraz, along with pneumococcal isolates with unresolved serotype results or those determined to be nontypeable (NT) by multiplex PCR, as well as all samples that tested negative, were sent to the Centers for Disease Control and Prevention (CDC) Streptococcus Laboratory in Atlanta, United States for quality control testing and serotyping by Quellung.
For the 2023 study, all swabs collected were initially stored at Centre Muraz before being shipped to CDC for further analysis. Pneumococcal isolation was performed using the aforementioned methods, while serotyping was completed using the Quellung method.
Data management
Demographic and epidemiologic data collected during recruitment and clinical specimen collection were entered into an electronic ODK Collect form [17]. Deidentified pictures of vaccination cards were stored in the database in case of errors with data entry. Laboratory results were entered into a Microsoft Excel spreadsheet.
Statistical analysis
We performed descriptive analyses of participant characteristics by survey year and compared differences between survey years using chi-square tests. For participants with both nasopharyngeal and oropharyngeal swabs collected (participants aged ≥5 years), the participant was considered colonized if pneumococci were detected by culture from either sample. We calculated the prevalence of overall pneumococcal carriage and VT carriage with 95% confidence intervals (CI) by survey year and age group. To estimate the pneumococcal carriage prevalence of all age groups combined, we applied weights to the prevalence estimates from each age group based on the population age distribution from the 2019 census projections for Houet Province where Bobo-Dioulasso is located [14]. Serotypes contained in PCV13 (1, 3, 4, 5, 6A, 6B, 7F, 9V, 14, 18C, 19A, 19F, and 23F) were considered VT. All other serotypes excluding NTs were considered nonvaccine-types (NVT).
We used the 2020 survey as the pre-schedule change baseline and the 2023 survey as the post-schedule change period and were the primary focus of this analysis. The 2022 survey was conducted to assess changes in pneumococcal carriage prevalence during COVID-19 and was considered a transition period to the 2+1 schedule as infants born in June 2021 (date of schedule change) started receiving their 9-month booster dose in January 2022 (approximately 3–4 months before the survey). Children aged <7 years in 2020, aged <9 years in 2022, and aged <10 years in 2023 were age-eligible for PCV13 since introduction. Children age-eligible for the 2+1 schedule were children aged <1 year in 2022 (though children aged <9 months were not eligible for the booster dose), and children aged <1 year and 1 year in 2023. All other children were eligible for the 3+0 schedule. We calculated crude and adjusted prevalence ratios (aPR) comparing VT pneumococcal colonization in the pre- (2020) and post-PCV13 (2023) schedule change surveys. We used standard methods to calculate crude prevalence ratios and log-binomial regression to estimate aPR; Poisson regression using robust error variance was used for aPR if log-binomial models failed to converge [18, 19]. To identify potential confounders, we assessed changes between surveys in the overall carriage prevalence by demographic and epidemiological characteristics. Those with statistically significant changes (p values <0.05) from 2020 to 2023 (presence of children aged <5 years in the household, ≥3 people sharing a bedroom) were included in aPRs. Age in years was included for the aPR for children aged 5–14 years and participants aged ≥15 years due to the wider age range of participants in these age groups. Prevalence ratios of all ages combined were weighted to account for the stratified sampling scheme. The carriage prevalence of individual serotypes between the pre- and post-PCV13 schedule change periods was compared using chi-square and Fisher’s exact tests for children aged <5 years combined, children aged 5–14 years, and participants aged ≥15 years. Data were analyzed using SAS software version 9.4. P values <0.05 or nonoverlapping 95% CIs between two carriage prevalence estimates were considered statistically significant.
Ethical considerations
The Burkina Faso Ethics Committee for Health Research approved the study protocols (N°2022–04–071 and N°2023–01–008). This activity was reviewed by CDC, deemed not research, and was conducted consistent with applicable federal law and CDC policy§.
Results
Household and participant characteristics
We enrolled 1,002 participants in 2020, 1,025 participants in 2022, and 1,007 participants in 2023 (Table 1). Within the 1–11-month-old age group, 76.0% and 68.2% were aged <9 months at the time of enrollment in 2022 and 2023, respectively, and therefore, too young to have received a booster dose in the 2+1 schedule. In 2022 and 2023 compared to 2020, there were significantly fewer households with ≥3 persons sharing a bedroom (2020: 54.8%, 2022: 43.8%, 2023: 45.4%, 2022 vs. 2020 p<0.0001, 2023 vs. 2020 p<0.0001), a motorbike as household possession (2020: 86.1%, 2022: 81.3%, 2023: 74.6%, 2022 vs. 2020 p=0.003, 2023 vs. 2020 p<0.0001), and participants self-reporting recent antibiotic use (2020: 12.9%, 2022: 8.6%, 2023: 7.2%, 2022 vs. 2020 p=0.002, 2023 vs. 2020 p<0.0001). Declines were also found among participants reporting a recent acute respiratory illness, though changes were only significant from 2020 to 2022 (2020: 60.7%, 2022: 43.5%, 2022 vs. 2020 p<0.0001). From 2020 to 2023, the presence of other children aged <5 years in the household (2020: 88.7%, 2023: 93.7%, 2023 vs. 2020 p<0.0001) and households possessing a radio (2020: 71.6%, 2023: 90.8%, 2023 vs. 2020 p<0.0001) increased significantly, though there was a decline in radio possession in 2022 (2022: 58.3%, 2022 vs. 2020 p<0.0001). All other household and participant characteristics remained similar across the survey years.
Table 1.
Demographic and Epidemiological Characteristics of Enrolled Participants by Survey Year, Bobo-Dioulasso, Burkina Faso
| 2020 N=1002 |
2022 N=1025 |
2023 N=1007 |
2022 vs. 2020 P value |
2023 vs. 2020 P value |
||||
|---|---|---|---|---|---|---|---|---|
| Characteristics | n | % | n | % | n | % | ||
| Age group | ||||||||
| 1–11 months | 200 | 20.0 | 208 | 20.3 | 201 | 20.0 | 1.0 | 1.0 |
| 1 year | 200 | 20.0 | 204 | 19.9 | 201 | 20.0 | ||
| 2–4 years | 201 | 20.1 | 209 | 20.4 | 200 | 19.9 | ||
| 5–14 years | 202 | 20.2 | 203 | 19.8 | 203 | 20.2 | ||
| ≥15 years | 199 | 19.9 | 201 | 19.6 | 202 | 20.1 | ||
| Female sex | 548 | 54.7 | 583 | 56.9 | 536 | 53.2 | 0.322 | 0.511 |
| Presence of other children aged <5 years in the householda | 889 | 88.7 | - | - | 944 | 93.7 | - | <0.0001 |
| Household size | ||||||||
| 1–4 | 307 | 30.6 | 342 | 33.4 | 283 | 28.1 | 0.154 | 0.271 |
| 5–6 | 353 | 35.2 | 373 | 36.4 | 348 | 34.6 | ||
| ≥7 | 342 | 34.1 | 310 | 30.2 | 376 | 37.3 | ||
| ≥3 persons sharing a bedroom | 453 | 54.8 | 449 | 43.8 | 457 | 45.4 | <0.0001 | <0.0001 |
| Children in household attending daycare or school | 777 | 77.5 | 797 | 77.8 | 762 | 75.7 | 0.909 | 0.321 |
| Cigarette smoker in household | 152 | 15.2 | 163 | 15.9 | 148 | 14.7 | 0.649 | 0.766 |
| Fuel sourceb | ||||||||
| Gas | 115 | 11.5 | 197 | 19.2 | 95 | 9.4 | - | 0.009 |
| Coal | 709 | 70.8 | 709 | 69.2 | 773 | 76.8 | ||
| Wood | 178 | 17.8 | 290 | 28.3 | 139 | 13.8 | ||
| Cooking locationc | ||||||||
| Inside | 455 | 45.4 | 184 | 18.0 | 149 | 14.8 | - | - |
| Under semi-enclosed structure | 141 | 14.1 | 136 | 13.3 | 208 | 20.7 | - | - |
| Outside | 662 | 66.1 | 705 | 68.8 | 650 | 64.6 | - | - |
| Household possessions | ||||||||
| Radio | 717 | 71.6 | 598 | 58.3 | 914 | 90.8 | <0.0001 | <0.0001 |
| Television | 885 | 88.3 | 901 | 87.9 | 877 | 87.1 | 0.770 | 0.400 |
| Phone | 996 | 99.4 | 1005 | 98.1 | 980 | 97.3 | 0.007 | 0.0002 |
| Motorbike | 863 | 86.1 | 833 | 81.3 | 751 | 74.6 | 0.003 | <0.0001 |
| Car | 84 | 8.4 | 77 | 7.5 | 64 | 6.4 | 0.468 | 0.082 |
| Acute respiratory illness in past two weeksd | 608 | 60.7 | 446 | 43.5 | 571 | 56.7 | <0.0001 | 0.070 |
| Antibiotic use in the past two weeks | 129 | 12.9 | 88 | 8.6 | 72 | 7.2 | 0.002 | <0.0001 |
Information on other children aged <5 years living in the household was not included in the 2022 questionnaire.
Multiple responses possible in 2022 while only one response possible in 2020 and 2023.
Multiple responses possible in 2020 while only one response possible in 2022 and 2023.
Acute respiratory illness symptoms include runny nose, sore throat, cough, and/or fever.
PCV13 vaccination history
PCV13 vaccination history was available by card/registry or verbal report for 90.0%, 74.8%, and 93.5% of children aged <5 years in 2020, 2022, and 2023, respectively (Table 2). Among those children, prior receipt of PCV13 was confirmed for most by card or registry (2020: 92.8%, 2022: 83.0%, 2023: 95.2%). In 2020, all children aged <5 years were eligible for the 3+0 schedule, and among those with card or registry confirmed PCV13 history, the proportion who received 3 doses ranged from 70.7% (children aged 1–11 months) to 98.9% (children aged 1 year), while the median age range at dose 3 was 4.2 months for both age groups aged <2 years and 4.4 months for children aged 2–4 years (Figure 1, Table 2). In 2022, among 2+1 eligible children (aged 1–11 months) with card or registry confirmed PCV13 history, 48.4% had received 3 doses and the median age at dose 3 was similar to that of 2020 at 4.3 months (interquartile range [IQR]: 4.1, 4.8). In 2023, the median age at dose 3 among 2+1 eligible children (aged <2 years) had shifted to 9.1 months among children aged 1–11 months (IQR: 4.4, 9.3) and 1 year (IQR: 5.3, 9.7). In 2023, the proportion of children with card or registry confirmed PCV13 who received 3 doses was 33.0% among children aged 1–11 months, 86.7% among children aged 1 year, and 90.3% among children aged 2–4 years (3+0 eligible).
Table 2.
Routine PCV13 History Among Children Aged <5 Years by Survey Year, Bobo-Dioulasso, Burkina Faso
| 2020 | 2022 | 2023 | ||||
|---|---|---|---|---|---|---|
| n | % | n | % | n | % | |
| Availability of PCV13 vaccination historya | n=599 | n=615 | n=602 | |||
| Card or registry confirmed or verbal report | 539 | 90.0 | 460 | 74.8 | 563 | 93.5 |
| Unknown | 60 | 10.0 | 155 | 25.2 | 39 | 6.5 |
| Receipt of any PCV13 dose (among those with card or registry confirmed or verbal report) | n=539 | N=460 | n=563 | |||
| Card or registry confirmed | 500 | 92.8 | 382 | 83.0 | 536 | 95.2 |
| Verbal report | 39 | 7.2 | 78 | 17.0 | 27 | 4.8 |
| Median age with IQR at PCV13 dose 3 (among those with card or registry confirmed)b | n=443 | n=296 | N=366 | |||
| Children aged 1–11 months | 116 | 4.2 (4.1, 4.6) | 58 | 4.3 (4.1, 4.8) | 56 | 9.1 (4.4, 9.3) |
| Children aged 1 year | 176 | 4.2 (4.0, 4.8) | 128 | 4.3 (4.1, 5.0) | 166 | 9.1 (5.3, 9.7) |
| Children aged 2–4 years | 151 | 4.4 (4.1, 5.1) | 110 | 4.3 (4.1, 4.6) | 144 | 4.4 (4.1, 5.1) |
PCV13: 13-valent pneumococcal conjugate vaccine; IQR: interquartile range
Denominator excludes missing data.
Median age with IQR calculated for children with date of birth available and card or registry confirmed date of PCV13 dose 3.
Figure 1.

Number of PCV13 Doses Among Children Aged <5 Years with Card-Confirmed Vaccination History by Survey Year, Age Group, and PCV13 Schedule Eligibilitya, Bobo-Dioulasso, Burkina Faso
PCV13: 13-valent pneumococcal conjugate vaccine
aChildren age-eligible for the 2+1 schedule were children aged <1 year in 2022 (though children aged <9 months were not eligible for the booster dose), and children aged <1 year and 1 year in 2023. All other children were eligible for the 3+0 schedule.
Changes in overall pneumococcal carriage prevalence
Among participants of all ages combined, overall carriage prevalence remained stable in the pre- and post-PCV13 schedule change surveys (2020: 40.9%, 95% CI: 37.0–44.8; 2023: 41.4%, 95% CI: 37.2–45.5) (Table 3). By age group, no significant changes were found from 2020 to 2023, except among children aged 2–4 years (2020: 73.1%, 95% CI: 67.0–79.3 vs. 2023: 58.0%, 95% CI: 51.1–64.9). Notably, in 2022, the overall carriage prevalence among participants of all ages combined and by age group was significantly lower than in 2020 (except participants aged ≥15 years) and 2023.
Table 3.
Pneumococcal Carriage Prevalence by Age Group and Survey Year, Bobo-Dioulasso, Burkina Faso
| 2020 | 2022 | 2023 | ||||
|---|---|---|---|---|---|---|
| n/N | % (95% CI) | n/N | % (95% CI) | n/N | % (95% CI) | |
| Overall pneumococcal carriagea | 594/1002 | 40.9 (37.0–44.8) | 362/1025 | 25.7 (22.1–29.3) | 554/1007 | 41.4 (37.2–45.5) |
| 1–11 months | 139/200 | 69.5 (63.1–75.9) | 89/208 | 42.8 (36.1–49.5) | 126/201 | 62.7 (56.0–69.4) |
| 1 year | 151/200 | 75.5 (69.5–81.5) | 102/204 | 50.0 (43.1–56.9) | 149/201 | 74.1 (68.1–80.2) |
| 2–4 years | 147/201 | 73.1 (67.0–79.3) | 68/209 | 32.5 (26.2–38.9) | 116/200 | 58.0 (51.1–64.9) |
| 5–14 years | 107/202 | 53.0 (46.1–59.9) | 65/203 | 32.0 (25.6–38.4) | 99/203 | 48.8 (41.9–55.7) |
| ≥15 years | 50/199 | 25.1 (19.1–31.2) | 38/201 | 18.9 (13.5–24.3) | 64/202 | 31.7 (25.3–38.1) |
| VT carriage among pneumococcal carriersa,b | 159/594 | 26.4 (21.2–31.7) | 93/362 | 33.5 (25.8–41.2) | 159/554 | 34.1 (28.1–40.1) |
| 1–11 months | 38/139 | 27.3 (19.9–34.8) | 11/89 | 12.4 (5.5–19.2) | 19/126 | 15.1 (8.8–21.3) |
| 1 year | 39/151 | 25.8 (18.8–32.8) | 22/102 | 21.6 (13.5–29.6) | 43/149 | 28.9 (21.6–36.2) |
| 2–4 years | 38/147 | 25.9 (18.8–32.9) | 22/68 | 32.4 (21.2–43.5) | 34/116 | 29.3 (21.0–37.6) |
| 5–14 years | 33/107 | 30.8 (22.1–39.6) | 25/65 | 38.5 (26.5–50.3) | 43/99 | 43.4 (33.6–53.2) |
| ≥15 years | 11/50 | 22.0 (10.5–33.5) | 13/38 | 34.2 (19.1–49.4) | 20/64 | 31.2 (19.9–42.6) |
| VT carriage among all agesa,b | 159/1002 | 10.8 (8.5–13.2) | 93/1025 | 8.6 (6.3–10.9) | 159/1007 | 14.1 (11.3–17.0) |
| 1–11 months | 38/200 | 19.0 (13.6–24.4) | 11/208 | 5.3 (2.2–8.3) | 19/201 | 9.5 (5.4–13.5) |
| 1 year | 39/200 | 19.5 (14.0–25.0) | 22/204 | 10.8 (6.5–15.0) | 43/201 | 21.4 (15.7–27.1) |
| 2–4 years | 38/201 | 18.9 (13.5–24.3) | 22/209 | 10.5 (6.4–14.7) | 34/200 | 17.0 (11.8–22.2) |
| 5–14 years | 33/202 | 16.3 (11.2–21.4) | 25/203 | 12.3 (7.8–16.8) | 43/203 | 21.2 (15.6–26.8) |
| ≥15 years | 11/199 | 5.5 (2.3–8.7) | 13/201 | 6.5 (3.1–9.9) | 20/202 | 9.9 (5.8–14.0) |
CI: confidence interval; VT: vaccine-type
To estimate the pneumococcal carriage prevalence of all age groups combined, we applied weights to the prevalence estimates from each age group based on the age distribution of the population derived from the 2019 census population projections (14).
VT carriage is defined as carriage with serotypes included in 13-valent pneumococcal conjugate vaccine (PCV13) (1, 3, 4, 5, 6A, 6B, 7F, 9V, 14, 18C, 19A, and 23F).
Changes in VT carriage prevalence
Pre- and post-schedule change, there were no significant changes in VT carriage among all pneumococcal carriers (2020: 26.4%, 95% CI: 21.2–31.7 vs. 2023: 34.1%, 95% CI: 28.1–40.1) or by age group (Table 3) although there was a non-significant decline among children aged 1–11 months (27.3% in 2020 to 15.1% in 2023), unlike other age groups.
There were no statistically significant changes in VT carriage prevalence among all ages (2020: 10.8% vs. 2023: 14.1%; aPR: 1.22, 95% CI: 0.96–1.54) (Table 3, Figure 2). By age group, VT carriage declined significantly only among children aged 1–11 months (2020: 19.0% vs. 2023: 9.5%; aPR: 0.53, 95% CI: 0.31–0.88).
Figure 2.

Crude and Adjusteda Prevalence Ratios for Vaccine-type Carriageb Pre- (2020) and Post- (2023) PCV13 schedule Change, Bobo-Dioulasso, Burkina Faso
CI: confidence interval; PR: prevalence ratio
aAdjusted for presence of children aged <5 years in the household and ≥3 people sharing a bedroom. The aPR for children aged 5–14 years and participants aged ≥15 years were also adjusted for age in years.
bVaccine-type carriage is defined as carriage with serotypes included in 13-valent pneumococcal conjugate vaccine (1, 3, 4, 5, 6A, 6B, 7F, 9V, 14, 18C, 19A, and 23F).
Changes in serotype-specific carriage prevalence
Among children aged <5 years, serotypes 19F (3.8%, 23/602), 19A (3.7%, 22/602), and 3 (3.5%, 21/602) were the most common VT and serotypes 15C, 11A, and 16F were the most common NVT in 2023 (Figure 3A). From 2020 to 2023, carriage prevalence increased significantly for serotypes 3 (VT) (1.7% vs. 3.5%), 15C (NVT) (2.7% vs. 5.3%), 24F (NVT) (0.7% vs. 2.8%), and 8 (NVT) (0.0% vs. 1.2%) and decreased significantly for serotypes 14 (VT) (2.2% vs. 0.7%), 6A (VT) (1.5% vs. 0.3%), 23B (NVT) (5.3% vs. 2.8%), 10A (NVT) (4.8% vs. 2.5%), 35B (NVT) (5.5% vs. 2.3%), and 31 (NVT) (1.5% vs. 0.3%) among children aged <5 years. Among children aged 1–11 months, serotypes 19A (2.0%, 4/201), 3 (1.5%, 3/201) and 19F (1.0%, 2/201) were the most common VT in 2023, and from 2020 to 2023, declines were noted across multiple VT, with the largest reduction in serotype 19F (6.0% vs. 1.0%). Among children aged 5–14 years and participants aged ≥15 years, serotype 3 had the highest carriage prevalence among VT in 2023, while the most common NVT varied between these two age groups (Figure 3B and 3C).
Figure 3.



Serotype-specific pneumococcal carriage prevalence in 2020 and 2023, Bobo-Dioulasso, Burkina Faso
Abbreviations: NT: nontypeable; NVT: nonvaccine-type; VT: vaccine-type
*p-value <0.05
Discussion
In Burkina Faso, a setting where VT carriage persisted in children and adults after six years of PCV13 use despite high vaccination coverage [8, 12], we found significant reductions in the prevalence of VT carriage among children aged 1–11 months from pre- to post-schedule change. However, in the post-schedule change survey conducted <2 years after the schedule change and approximately one year after infants started receiving their booster doses, we found no evidence of indirect effects of the schedule change on older age groups. Additionally, approximately one in five children aged 1–14 years and one in 10 participants aged ≥15 years remained colonized with a VT.
Overall carriage prevalence generally remains stable over time after PCV introduction, as VT declines and NVT increases in circulation [20]. Therefore, we would not expect a change in PCV schedule to impact overall carriage prevalence. From 2020 to 2022, we found significant declines in the overall carriage prevalence among all ages combined and for all age groups (largest decline was in children aged 2–4 years); by the 2023 survey, the overall carriage prevalence for all ages combined and for most age groups (except children aged 2–4 years) had increased back to prevalences seen in 2020. It is possible that pneumococcal transmission was impacted by COVID-19 mitigation measures [21, 22], leading to a lower carriage prevalence in 2022, and that easing of those measures allowed pneumococcal carriage to return to pre-pandemic levels by 2023. Some studies reported stable pneumococcal carriage during the pandemic [23, 24], while others reported a decline in carriage followed by a return to levels seen pre-pandemic [21, 22]. Findings from our surveys suggest that in a high-transmission setting, COVID-19 mitigation measures may result in a transient decline in overall carriage prevalence.
From 2020 to 2023, VT carriage prevalence declined in children aged 1–11 months, remained stable in children aged 1 year and 2–4 years, and increased (non-significantly) in older children and participants aged ≥15 years. Among children aged 1–11 months, there was a small non-significant decline in the prevalence of overall carriage from 2020 to 2023; however, the significant reduction in VT carriage in this age group was primarily driven by reductions in VT carriage among pneumococcal carriers (2020: 27.3%, 2023: 15.1%), suggesting a vaccine-related effect among infants pre- and post-schedule change. Yet most infants in 2023 (i.e., all those aged <9 months) were too young to have received a booster dose. In fact, this age group may face a slight increased risk of VT carriage acquisition between completion of the two primary dose series and the 9-month booster dose compared to receiving all three doses as a primary series earlier in infancy. We explored other possible reasons for the significant decline in VT carriage, including significant changes in the characteristics (e.g., recent antibiotic use or acute respiratory illness) of infants pre- and post-schedule change; however, none were found. We do not believe the decline in VT carriage in infants in 2023 is attributable to the schedule change, especially since no changes were observed among children aged 1 year, which is when the potential benefits of a booster-containing schedule would most likely be apparent.
The lack of evidence of indirect effects in older age groups may be because insufficient time had passed for indirect effects to accumulate. At the time of the 2023 survey, only two birth cohorts were eligible for the 2+1 schedule (some of which were not yet old enough to receive a booster dose), and our findings on the median age at dose 3 suggest that implementation of the new schedule was suboptimal in 2022. In many settings, including sub-Saharan Africa, indirect effects on VT carriage were observed within 1–3 years of PCV introduction [25–28]. However, in other settings, the indirect effects of PCV introduction took longer to accumulate and were not observed until 5–7 years of PCV introduction with high coverage [29, 30]. In Burkina Faso, evidence of indirect effects of PCV13 introduction on VT carriage was not seen until approximately six years after introduction [8]; thus, any indirect effects of the schedule change may similarly take several years to become apparent. Additionally, because the schedule change occurred nearly eight years after PCV13 introduction, the incremental change in VT carriage from the schedule change will likely be much smaller than the impact of PCV13 introduction in a vaccine-naïve population. Additional data collected after a longer period of implementation of the 2+1 schedule may be needed to understand the potential indirect effects.
In 2023, serotype 3 was the most common VT among children aged 5–14 years and participants aged ≥15 years, and we found significant increases in the carriage prevalence of serotype 3 among children aged <5 years. This finding is consistent with other PCV13-using countries in Africa that found serotype 3 to be one of the predominant VT in post-PCV introduction carriage studies [9, 10, 31], likely due to PCV13 being less immunogenic for serotype 3 compared to other VT [32]. In Burkina Faso, serotype 3 is not a common cause of pneumococcal meningitis [11]; however, additional monitoring of serotype 3 pneumococcal meningitis is warranted as serotype 3 requires higher IgG concentrations to prevent invasive pneumococcal disease (IPD) compared with other VT [33], and a recent study from South Africa found little to no reduction in serotype 3 IPD many years after PCV13 introduction [34].
This assessment is subject to several limitations. First, there may be unmeasured factors that resulted in the significant decline in overall carriage prevalence in 2022, and we cannot rule out residual effects of these factors in the 2023 survey. Second, the sample size was based on feasibility and budget, and we used the same sample sized as prior surveys conducted in Bobo-Dioulasso after PCV13 introduction [8, 13]; therefore, we may have been underpowered to detect significant declines, especially in participants aged ≥15 years as VT carriage prevalence is lowest in this age group. Third, this assessment did not account for clustering of participants in different age groups recruited from the same household due to the sampling method used in the surveys. Fourth, we used the provincial level population age distribution for the weight calculations as this was the best available estimate of the age distribution in the population; however, it may not be truly representative of the age distribution in Bobo-Dioulasso. Fifth, due to the limited timeframe between when infants started receiving their booster doses and the 2023 survey, it is possible that insufficient time had passed for indirect effects to accumulate. Lastly, in 2020 and 2022, the laboratory analysis was conducted by Centre Muraz in Bobo-Dioulasso, and a subset of samples and isolates were sent to CDC Atlanta for quality control testing, while in 2023, all specimens were sent to and subsequently analyzed at CDC Atlanta, which may have resulted in slight differences in pneumococcal isolation or serotyping.
Conclusion
This assessment provides the first insights into pneumococcal carriage in Burkina Faso following the PCV13 schedule change. As the post-schedule change survey took place <2 years after the PCV13 schedule change, additional monitoring of VT transmission in the community is needed to understand the mid- and long-term impacts of the schedule change, especially given that in January 2025, the Ministère de la Santé et de l’Hygiène changed the PCV13 schedule for a second time, moving the 9-month booster to 15 months. To our knowledge, Burkina Faso is only one of two countries in sub-Saharan Africa to switch from a 3+0 to a 2+1 schedule, and the findings from this assessment will be important for other countries in Africa with a high pneumococcal disease burden considering a PCV schedule change.
Acknowledgements
We thank the study participants, their parents/guardians, the community of Bobo-Dioulasso, the Do and Dafra district hospitals, and the field staff for their participation in the surveys. The authors would also like to acknowledge Tamara Pilishvili and Chris A. Van Beneden for their support and contributions.
Funding
This work was supported by the Gates Foundation, Seattle, WA (OPP1209963).
Footnotes
Conflict of interest statement
The authors report no conflicts of interest.
Disclaimer
The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of the Centers for Disease Control and Prevention.
See e.g., 45 C.F.R. part 46.102(I)(2), 21 C.F.R. part 56: 42 U.S.C §241(d); 5 U.S.C. §552a; 44 U.S.C. §3501 et seq.
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