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PLOS ONE | 2011

Comparison of nasopharyngeal and oropharyngeal swabs for the diagnosis of eight respiratory viruses by real-time reverse transcription-PCR assays.

Curi Kim; Jamal Ahmed; Rachel B. Eidex; Raymond Nyoka; Lilian W. Waiboci; Dean D. Erdman; Adan Tepo; Abdirahman Mahamud; Wamburu Kabura; Margaret Nguhi; Philip Muthoka; Wagacha Burton; Robert F. Breiman; M. Kariuki Njenga; Mark A. Katz

Background Many acute respiratory illness surveillance systems collect and test nasopharyngeal (NP) and/or oropharyngeal (OP) swab specimens, yet there are few studies assessing the relative measures of performance for NP versus OP specimens. Methods We collected paired NP and OP swabs separately from pediatric and adult patients with influenza-like illness or severe acute respiratory illness at two respiratory surveillance sites in Kenya. The specimens were tested for eight respiratory viruses by real-time reverse transcription-polymerase chain reaction (qRT-PCR). Positivity for a specific virus was defined as detection of viral nucleic acid in either swab. Results Of 2,331 paired NP/OP specimens, 1,402 (60.1%) were positive for at least one virus, and 393 (16.9%) were positive for more than one virus. Overall, OP swabs were significantly more sensitive than NP swabs for adenovirus (72.4% vs. 57.6%, p<0.01) and 2009 pandemic influenza A (H1N1) virus (91.2% vs. 70.4%, p<0.01). NP specimens were more sensitive for influenza B virus (83.3% vs. 61.5%, p = 0.02), parainfluenza virus 2 (85.7%, vs. 39.3%, p<0.01), and parainfluenza virus 3 (83.9% vs. 67.4%, p<0.01). The two methods did not differ significantly for human metapneumovirus, influenza A (H3N2) virus, parainfluenza virus 1, or respiratory syncytial virus. Conclusions The sensitivities were variable among the eight viruses tested; neither specimen was consistently more effective than the other. For respiratory disease surveillance programs using qRT-PCR that aim to maximize sensitivity for a large number of viruses, collecting combined NP and OP specimens would be the most effective approach.


BMC Infectious Diseases | 2012

Epidemiology of respiratory viral infections in two long-term refugee camps in Kenya, 2007-2010

Jamal Ahmed; Mark A. Katz; Eric Auko; M. Kariuki Njenga; Michelle Weinberg; Bryan K. Kapella; Heather Burke; Raymond Nyoka; Anthony Gichangi; Lilian W. Waiboci; Abdirahman Mahamud; Mohamed Qassim; Babu Swai; Burton Wagacha; David Mutonga; Margaret Nguhi; Robert F. Breiman; Rachel B. Eidex

BackgroundRefugees are at risk for poor outcomes from acute respiratory infections (ARI) because of overcrowding, suboptimal living conditions, and malnutrition. We implemented surveillance for respiratory viruses in Dadaab and Kakuma refugee camps in Kenya to characterize their role in the epidemiology of ARI among refugees.MethodsFrom 1 September 2007 through 31 August 2010, we obtained nasopharyngeal (NP) and oropharyngeal (OP) specimens from patients with influenza-like illness (ILI) or severe acute respiratory infections (SARI) and tested them by RT-PCR for adenovirus (AdV), respiratory syncytial virus (RSV), human metapneumovirus (hMPV), parainfluenza viruses (PIV), and influenza A and B viruses. Definitions for ILI and SARI were adapted from those of the World Health Organization. Proportions of cases associated with viral aetiology were calculated by camp and by clinical case definition. In addition, for children < 5 years only, crude estimates of rates due to SARI per 1000 were obtained.ResultsWe tested specimens from 1815 ILI and 4449 SARI patients (median age = 1 year). Proportion positive for virus were AdV, 21.7%; RSV, 12.5%; hMPV, 5.7%; PIV, 9.4%; influenza A, 9.7%; and influenza B, 2.6%; 49.8% were positive for at least one virus. The annual rate of SARI hospitalisation for 2007-2010 was 57 per 1000 children per year. Virus-positive hospitalisation rates were 14 for AdV; 9 for RSV; 6 for PIV; 4 for hMPV; 5 for influenza A; and 1 for influenza B. The rate of SARI hospitalisation was highest in children < 1 year old (156 per 1000 child-years). The ratio of rates for children < 1 year and 1 to < 5 years old was 3.7:1 for AdV, 5.5:1 for RSV, 4.4:1 for PIV, 5.1:1 for hMPV, 3.2:1 for influenza A, and 2.2:1 for influenza B. While SARI hospitalisation rates peaked from November to February in Dadaab, no distinct seasonality was observed in Kakuma.ConclusionsRespiratory viral infections, particularly RSV and AdV, were associated with high rates of illness and make up a substantial portion of respiratory infection in these two refugee settings.


The Journal of Infectious Diseases | 2012

Epidemiology, seasonality, and burden of influenza and influenza-like illness in Urban and Rural Kenya, 2007-2010

Mark A. Katz; Emmaculate Lebo; Gideon O. Emukule; Henry Njuguna; Barrack Aura; Leonard Cosmas; Alan Audi; Muthoni Junghae; Lilian W. Waiboci; Beatrice Olack; Godfrey Bigogo; M.K. Njenga; Daniel R. Feikin; Robert F. Breiman

BACKGROUND The epidemiology and burden of influenza remain poorly defined in sub-Saharan Africa. Since 2005, the Kenya Medical Research Institute and Centers for Disease Control and Prevention-Kenya have conducted population-based infectious disease surveillance in Kibera, an urban informal settlement in Nairobi, and in Lwak, a rural community in western Kenya. METHODS Nasopharyngeal and oropharyngeal swab specimens were obtained from patients who attended the study clinic and had acute lower respiratory tract (LRT) illness. Specimens were tested for influenza virus by real-time reverse-transcription polymerase chain reaction. We adjusted the incidence of influenza-associated acute LRT illness to account for patients with acute LRT illness who attended the clinic but were not sampled. RESULTS From March 2007 through February 2010, 4140 cases of acute LRT illness were evaluated in Kibera, and specimens were collected from 1197 (27%); 319 (27%) were positive for influenza virus. In Lwak, there were 6733 cases of acute LRT illness, and specimens were collected from 1641 (24%); 359 (22%) were positive for influenza virus. The crude and adjusted rates of medically attended influenza-associated acute LRT illness were 6.9 and 13.6 cases per 1000 person-years, respectively, in Kibera, and 5.6 and 23.0 cases per 1000 person-years, respectively, in Lwak. In both sites, rates of influenza-associated acute LRT illness were highest among children <2 years old and lowest among adults ≥50 years old. CONCLUSION In Kenya, the incidence of influenza-associated acute LRT illness was high in both rural and urban settings, particularly among the most vulnerable age groups.


Emerging Infectious Diseases | 2013

Hepatitis E outbreak, Dadaab refugee camp, Kenya, 2012.

Jamal Ahmed; Edna Moturi; Paul Spiegel; Marian Schilperoord; Wagacha Burton; Nailah H. Kassim; Abdinoor Mohamed; Melvin Ochieng; Leonard Nderitu; Carlos Navarro-Colorado; Heather Burke; Susan T. Cookson; Thomas Handzel; Lilian W. Waiboci; Joel M. Montgomery; Eyasu H. Teshale; Nina Marano

To the Editor: Hepatitis E virus (HEV) is transmitted through the fecal-oral route and is a common cause of viral hepatitis in developing countries. HEV outbreaks have been documented among forcibly displaced persons living in camps in East Africa, but for >10 years, no cases were documented among Somali refugees (1,2). On August 15, 2012, the US Centers for Disease Control and Prevention (CDC) in Nairobi, Kenya, was notified of a cluster of acute jaundice syndrome (AJS) cases in refugee camps in Dadaab, Kenya. On September 5, a CDC epidemiologist assisted the United Nations High Commissioner for Refugees (UNHCR) and its partners in assessing AJS case-patients in the camp, enhancing surveillance, and improving medical management of case-patients. We present the epidemiologic and laboratory findings for the AJS cases (defined as acute onset of scleral icterus not due to another underlying condition) identified during this outbreak. Dadaab refugee camp is located in eastern Kenya near the border with Somalia. It has existed since 1991 and is the largest refugee camp in the world. Dadaab is composed of 5 smaller camps: Dagahaley, Hagadera, Ifo, Ifo II, and Kambioos. As of December 2012, a total of 460,000 refugees, mainly Somalians, were living in the camps; >25% were recent arrivals displaced by the mid-2011 famine in the Horn of Africa (3). Overcrowding and poor sanitation have led to outbreaks of enteric diseases, including cholera and shigellosis (4); in September 2012, an outbreak of cholera occurred simultaneously with the AJS outbreak. During July 2–November 30, 2012, a total of 339 AJS cases were reported from the camps and 2 nearby villages: 232 (68.4%) from Ifo II, 57 (16.8%) from Kambioos, 26 (7.7%) from Ifo, 12 (3.5%) from Dagahaley, 10 (3.0%) from Hagadera, and 1 each (0.6%) from the nearby Kenyan villages of Biyamadow and Darkanley. The epidemic curve of the outbreak is shown in the Figure. Figure Cases of acute jaundice syndrome, Dadaab, Kenya, July–November 2012. The arrow indicates the point at which outbreak control measures (e.g., construction of new latrines and hygiene messaging) were initiated by health authorities. Of the 339 AJS case-patients, 184 (54.3%) were female. The overall median age was 23.5 years (range 1 month−91 years). The median age among female and male residents was 24 years and 20 years, respectively. Among the 134 women of reproductive age (15−49 years), 72 (53.7%) reported being pregnant; the median gestational age was 17.4 weeks (range 8.7−35.3 weeks). Death was reported for 10 of the 339 case-patients (case-fatality ratio 2.9%), 9 of whom were postpartum mothers (case-fatality ratio 12.5%) and 1 a 2-year-old child. Serum samples were obtained from 170 (50.1%) AJS case-patients for testing at the Kenya Medical Research Institute/CDC laboratories in Nairobi, Kenya. Of the 170 samples, 148 were tested for hepatitis E virus (HEV) IgM by using an ELISA (Diagnostic Systems, Saronno, Italy), and 93 were tested for HEV RNA by using the GeneAmp Gold RNA PCR Reagent Kit (Applied Biosystems, Foster City, CA, USA). Of the 170 samples tested, 131 (77.1%) were positive for HEV IgM, HEV RNA, or both: 120 (81.1%) of 148 tested for HEV IgM and 48 (51.6%) of 93 tested for HEV RNA were positive. In response to the outbreak, UNHCR and partners initiated control measures, including training of health care workers, increasing community awareness, improving hygiene promotion activities, and hastening latrine construction. The outbreak also affected refugee resettlement to the United States and other countries. At the onset of the outbreak, ≈100 Dadaab refugees per month were scheduled for US resettlement. The incubation period for HEV is 15–60 days (5); thus, there was concern that refugees could become ill in transit or within weeks of US resettlement. Acute HEV infection, including progression to fulminant hepatitis, had been reported among travelers returning from regions where the disease is endemic (6). As a precaution, the International Organization for Migration and CDC conducted heightened AJS surveillance during pre-departure and arrival health screenings. As of February 2013, no cases of AJS were reported among refugees from Dadaab who resettled in the United States. Dadaab has faced grave insecurity: aid workers were abducted from the camp in late 2011, and Dadaab has experienced numerous blasts from explosive devices (7). Thus, UNHCR and CDC have been limited in their capacity to collect data and conduct a thorough outbreak investigation to identify risk factors. An earlier study in the Shebelle region of Somalia suggested an increased incidence of HEV during the rainy season and elevated risk for infection in villages dependent on river water (8). Further evaluation is needed to identify the risk factors for HEV transmission and HEV-associated deaths in this region, including the role of person-to-person transmission. UNHCR and CDC investigations of HEV outbreaks in refugee camps in southern Sudan may provide data to answer these questions. HEV is believed to have infected humans for centuries (9); however, the reemergence of the disease in refugee camps is a major concern because of the difficulty in implementing effective preventive measures under camp conditions. Point-of-care tests will be useful for rapidly detecting outbreaks and could potentially save lives. The progress made in developing effective vaccines is encouraging (10). Once available, HEV vaccination should be prioritized in this population, especially for pregnant women.


The Journal of Infectious Diseases | 2015

Severe Acute Respiratory Illness Deaths in Sub-Saharan Africa and the Role of Influenza: A Case Series From 8 Countries

Meredith McMorrow; Emile Okitolonda Wemakoy; Joelle Kabamba Tshilobo; Gideon O. Emukule; Joshua A. Mott; Henry Njuguna; Lilian W. Waiboci; Jean-Michel Heraud; Soatianana Rajatonirina; Norosoa Harline Razanajatovo; Moses Chilombe; Dean B. Everett; Robert S. Heyderman; Amal Barakat; Thierry Nyatanyi; Joseph Rukelibuga; Adam L. Cohen; Cheryl Cohen; Stefano Tempia; Juno Thomas; Marietjie Venter; Elibariki Mwakapeje; Marcelina Mponela; Julius J. Lutwama; Jazmin Duque; Kathryn E. Lafond; Ndahwouh Talla Nzussouo; Thelma Williams; Marc-Alain Widdowson

Abstract Background. Data on causes of death due to respiratory illness in Africa are limited. Methods. From January to April 2013, 28 African countries were invited to participate in a review of severe acute respiratory illness (SARI)–associated deaths identified from influenza surveillance during 2009–2012. Results. Twenty-three countries (82%) responded, 11 (48%) collect mortality data, and 8 provided data. Data were collected from 37 714 SARI cases, and 3091 (8.2%; range by country, 5.1%–25.9%) tested positive for influenza virus. There were 1073 deaths (2.8%; range by country, 0.1%–5.3%) reported, among which influenza virus was detected in 57 (5.3%). Case-fatality proportion (CFP) was higher among countries with systematic death reporting than among those with sporadic reporting. The influenza-associated CFP was 1.8% (57 of 3091), compared with 2.9% (1016 of 34 623) for influenza virus–negative cases (P < .001). Among 834 deaths (77.7%) tested for other respiratory pathogens, rhinovirus (107 [12.8%]), adenovirus (64 [6.0%]), respiratory syncytial virus (60 [5.6%]), and Streptococcus pneumoniae (57 [5.3%]) were most commonly identified. Among 1073 deaths, 402 (37.5%) involved people aged 0–4 years, 462 (43.1%) involved people aged 5–49 years, and 209 (19.5%) involved people aged ≥50 years. Conclusions. Few African countries systematically collect data on outcomes of people hospitalized with respiratory illness. Stronger surveillance for deaths due to respiratory illness may identify risk groups for targeted vaccine use and other prevention strategies.


PLOS ONE | 2014

Results From the First Six Years of National Sentinel Surveillance for Influenza in Kenya, July 2007–June 2013

Mark A. Katz; Philip Muthoka; Gideon O. Emukule; Rosalia Kalani; Henry Njuguna; Lilian W. Waiboci; Jamal A. Ahmed; Godfrey Bigogo; Daniel R. Feikin; Moses K. Njenga; Robert F. Breiman; Joshua A. Mott

Background Recent studies have shown that influenza is associated with significant disease burden in many countries in the tropics, but until recently national surveillance for influenza was not conducted in most countries in Africa. Methods In 2007, the Kenyan Ministry of Health with technical support from the CDC-Kenya established a national sentinel surveillance system for influenza. At 11 hospitals, for every hospitalized patient with severe acute respiratory illness (SARI), and for the first three outpatients with influenza-like illness (ILI) per day, we collected both nasopharyngeal and oropharyngeal swabs. Beginning in 2008, we conducted in-hospital follow-up for SARI patients to determine outcome. Specimens were tested by real time RT-PCR for influenza A and B. Influenza A-positive specimens were subtyped for H1, H3, H5, and (beginning in May 2009) A(H1N1)pdm09. Results From July 1, 2007 through June 30, 2013, we collected specimens from 24,762 SARI and 14,013 ILI patients. For SARI and ILI case-patients, the median ages were 12 months and 16 months, respectively, and 44% and 47% were female. In all, 2,378 (9.6%) SARI cases and 2,041 (14.6%) ILI cases were positive for influenza viruses. Most influenza-associated SARI cases (58.6%) were in children <2 years old. Of all influenza-positive specimens, 78% were influenza A, 21% were influenza B, and 1% were influenza A/B coinfections. Influenza circulated in every month. In four of the six years influenza activity peaked during July–November. Of 9,419 SARI patients, 2.7% died; the median length of hospitalization was 4 days. Conclusions During six years of surveillance in Kenya, influenza was associated with nearly 10 percent of hospitalized SARI cases and one-sixth of outpatient ILI cases. Most influenza-associated SARI and ILI cases were in children <2 years old; interventions to reduce the burden of influenza, such as vaccine, could consider young children as a priority group.


PLOS ONE | 2011

Viral Shedding in Patients Infected with Pandemic Influenza A (H1N1) Virus in Kenya, 2009

Lilian W. Waiboci; Emmaculate Lebo; John Williamson; William Mwiti; Gilbert K. Kikwai; Henry Njuguna; Beatrice Olack; Robert F. Breiman; M. Kariuki Njenga; Mark A. Katz

Background Understanding shedding patterns of 2009 pandemic influenza A (H1N1) (pH1N1) can inform recommendations about infection control measures. We evaluated the duration of pH1N1 virus shedding in patients in Nairobi, Kenya. Methods Nasopharyngeal (NP) and oropharyngeal (OP) specimens were collected from consenting laboratory-confirmed pH1N1 cases every 2 days during October 14–November 25, 2009, and tested at the Centers for Diseases Control and Prevention-Kenya by real time reverse transcriptase polymerase chain reaction (rRT-PCR). A subset of rRT-PCR-positive samples was cultured. Results Of 285 NP/OP specimens from patients with acute respiratory illness, 140 (49%) tested positive for pH1N1 by rRT-PCR; 106 (76%) patients consented and were enrolled. The median age was 6 years (Range: 4 months–41 years); only two patients, both asthmatic, received oseltamivir. The median duration of pH1N1 detection after illness onset was 8 days (95% CI: 7–10 days) for rRT-PCR and 3 days (Range: 0–13 days) for viral isolation. Viable pH1N1 virus was isolated from 132/162 (81%) of rRT-PCR-positive specimens, which included 118/125 (94%) rRT-PCR-positive specimens collected on day 0–7 after symptoms onset. Viral RNA was detectable in 18 (17%) and virus isolated in 7/18 (39%) of specimens collected from patients after all their symptoms had resolved. Conclusions In this cohort, pH1N1 was detected by rRT-PCR for a median of 8 days. There was a strong correlation between rRT-PCR results and virus isolation in the first week of illness. In some patients, pH1N1 virus was detectable after all their symptoms had resolved.


PLOS ONE | 2012

Secondary Household Transmission of 2009 Pandemic Influenza A (H1N1) Virus among an Urban and Rural Population in Kenya, 2009–2010

Clara Y. Kim; Robert F. Breiman; Leonard Cosmas; Allan Audi; Barrack Aura; Godfrey Bigogo; Henry Njuguna; Emmaculate Lebo; Lilian W. Waiboci; M. Kariuki Njenga; Daniel R. Feikin; Mark A. Katz

Background In Kenya, >1,200 laboratory-confirmed 2009 pandemic influenza A (H1N1) (pH1N1) cases occurred since June 2009. We used population-based infectious disease surveillance (PBIDS) data to assess household transmission of pH1N1 in urban Nairobi (Kibera) and rural Lwak. Methods We defined a pH1N1 patient as laboratory-confirmed pH1N1 infection among PBIDS participants during August 1, 2009–February 5, 2010, in Kibera, or August 1, 2009–January 20, 2010, in Lwak, and a case household as a household with a laboratory-confirmed pH1N1 patient. Community interviewers visited PBIDS-participating households to inquire about illnesses among household members. We randomly selected 4 comparison households per case household matched by number of children aged <5. Comparison households had a household visit 10 days before or after the matched patient symptom onset date. We defined influenza-like illnesses (ILI) as self-reported cough or sore throat, and a self-reported fever ≤8 days after the pH1N1 patients symptom onset in case households and ≤8 days before selected household visit in comparison households. We used the Cochran-Mantel-Haenszel test to compare proportions of ILIs among case and comparison households, and log binomial-model to compare that of Kibera and Lwak. Results Among household contacts of patients with confirmed pH1N1 in Kibera, 4.6% had ILI compared with 8.2% in Lwak (risk ratio [RR], 0.5; 95% confidence interval [CI], 0.3–0.9). Household contacts of patients were more likely to have ILIs than comparison-household members in both Kibera (RR, 1.8; 95% CI, 1.1–2.8) and Lwak (RR, 2.6; 95% CI, 1.6–4.3). Overall, ILI was not associated with patient age. However, ILI rates among household contacts were higher among children aged <5 years than persons aged ≥5 years in Lwak, but not Kibera. Conclusions Substantial pH1N1 household transmission occurred in urban and rural Kenya. Household transmission rates were higher in the rural area.


American Journal of Tropical Medicine and Hygiene | 2014

An Outbreak of Acute Febrile Illness Caused by Sandfly Fever Sicilian Virus in the Afar Region of Ethiopia, 2011

Abyot Bekele Woyessa; Victor Omballa; David Wang; Amy J. Lambert; Lilian W. Waiboci; Workenesh Ayele; Abdi Ahmed; Negga Asamene Abera; Song Cao; Melvin Ochieng; Joel M. Montgomery; Daddi Jima; Barry S. Fields

In malaria-endemic regions, many medical facilities have limited capacity to diagnose non-malarial etiologies of acute febrile illness (AFI). As a result, the etiology of AFI is seldom determined, although AFI remains a major cause of morbidity in developing countries. An outbreak of AFI was reported in the Afar region of Ethiopia in August of 2011. Retrospectively, 12,816 suspected AFI cases were identified by review of medical records. Symptoms were mild and self-limiting within 3 days after the date of onset; no fatalities were identified. All initial test results of AFI patient specimens were negative for selected pathogens using standard microbiological and molecular techniques. High-throughput sequencing of nucleic acid extracts of serum specimens from 29 AFI cases identified 17 (59%) of 29 samples as positive for Sandfly Fever Sicilian Virus (SFSV). These results were further confirmed by specific reverse transcription polymerase chain reaction. This is the first study implicating SFSV as an etiological agent for AFI in Ethiopia.


BMC Infectious Diseases | 2014

Examining strain diversity and phylogeography in relation to an unusual epidemic pattern of respiratory syncytial virus (RSV) in a long-term refugee camp in Kenya

Charles N. Agoti; Lillian M Mayieka; James R. Otieno; Jamal Ahmed; Barry S. Fields; Lilian W. Waiboci; Raymond Nyoka; Rachel B. Eidex; Nina Marano; Wagacha Burton; Joel M. Montgomery; Robert F. Breiman; D. James Nokes

BackgroundA recent longitudinal study in the Dadaab refugee camp near the Kenya-Somalia border identified unusual biannual respiratory syncytial virus (RSV) epidemics. We characterized the genetic variability of the associated RSV strains to determine if viral diversity contributed to this unusual epidemic pattern.MethodsFor 336 RSV positive specimens identified from 2007 through 2011 through facility-based surveillance of respiratory illnesses in the camp, 324 (96.4%) were sub-typed by PCR methods, into 201 (62.0%) group A, 118 (36.4%) group B and 5 (1.5%) group A-B co-infections. Partial sequencing of the G gene (coding for the attachment protein) was completed for 290 (89.5%) specimens. These specimens were phylogenetically analyzed together with 1154 contemporaneous strains from 22 countries.ResultsOf the 6 epidemic peaks recorded in the camp over the period, the first and last were predominantly made up of group B strains, while the 4 in between were largely composed of group A strains in a consecutive series of minor followed by major epidemics. The Dadaab group A strains belonged to either genotype GA2 (180, 98.9%) or GA5 (2, < 1%) while all group B strains (108, 100%) belonged to BA genotype. In sequential epidemics, strains within these genotypes appeared to be of two types: those continuing from the preceding epidemics and those newly introduced. Genotype diversity was similar in minor and major epidemics.ConclusionRSV strain diversity in Dadaab was similar to contemporaneous diversity worldwide, suggested both between-epidemic persistence and new introductions, and was unrelated to the unusual epidemic pattern.

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Robert F. Breiman

Kenya Medical Research Institute

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Mark A. Katz

Centers for Disease Control and Prevention

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M. Kariuki Njenga

Centers for Disease Control and Prevention

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Barry S. Fields

Centers for Disease Control and Prevention

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Gideon O. Emukule

Centers for Disease Control and Prevention

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Henry Njuguna

Centers for Disease Control and Prevention

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Joshua A. Mott

Centers for Disease Control and Prevention

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Joel M. Montgomery

University of Texas at Arlington

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Daniel R. Feikin

Centers for Disease Control and Prevention

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Godfrey Bigogo

Kenya Medical Research Institute

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