Sabue Mulangu’s research while affiliated with World Health Organization WHO and other places

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Publications (44)


Hematologic Disorders in Ebola-Infected Patients During the Tenth Outbreak in Butembo, Democratic Republic of Congo: Hemogram Analysis of Ebola Virus Disease Patients During the Outbreak in Butembo
  • Article
  • Full-text available

April 2025

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39 Reads

Zoonoses

Fiston Isekusu

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Laurens Liesenborghs

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Background: Hematologic disorders occur frequently in patients with Ebola virus disease (EVD) and are characterized by one or several abnormalities in blood cells, including hemostasis, which is poorly documented. This study described the hematologic abnormalities of Ebola patients and the impact on the outcomes of patients who were admitted with EVD.

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Ebola Outbreak Response in the DRC with rVSV-ZEBOV-GP Ring Vaccination

December 2024

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17 Reads

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5 Citations

The New-England Medical Review and Journal

Background: At the beginning of the 2018-2020 outbreak of Ebola virus disease (EVD) in eastern Democratic Republic of Congo (DRC), no vaccine had been licensed. However, cluster-randomized evidence from Guinea in 2015 had indicated that ring vaccination around new cases (targeting contacts and contacts-of-contacts) with the use of single-dose live-replicating rVSV-ZEBOV-GP vaccine reduced EVD rates starting 10 days after vaccination. Thus, ring vaccination was added to the standard control measures for that outbreak. Methods: In this study, we evaluated the incidence of EVD within the first 9 days after vaccination (when little protection was expected from case isolation or ring vaccination), during days 10 to 29, and at later time periods. We established 1853 rings around new cases or clusters within 21 days after symptom onset in the index case and offered vaccination to the ring members. Vaccinees were monitored for EVD onset until the end of the outbreak in mid-2020. Results: From August 8, 2018, to January 14, 2020, we vaccinated 265,183 participants. Of these vaccinees, 102,515 were monitored on days 0, 3, and 21 for safety. Among the contacts and contacts-of-contacts, 434 cases of EVD (0.2 per ring) were diagnosed, almost all within 0 to 9 days (380 cases) or 10 to 29 days (32 cases) after vaccination. An additional 22 cases were diagnosed after day 29 during an average of 170 more days of follow-up. The sooner that control measures (including ring vaccination) began after EVD onset in the index case, the sooner EVD rates fell among contacts. In each subgroup, EVD rates fell suddenly around day 10. Among the contacts and contacts-of-contacts who were still disease-free at day 10, the EVD onset rate during days 10 to 29 was 0.16 per 1000 (in 32 of 194,019 participants). This rate was much lower than the rate of 4.64 per 1000 (in 21 of 4528 participants) that had been seen among similarly defined ring members in Guinea, in whom standard control measures had been promptly initiated but vaccination was delayed until 21 days after ring formation (rate ratio, 0.04; 95% confidence interval, 0.02 to 0.06). No safety concerns with the vaccine were identified. Conclusions: Nonrandomized evidence regarding standard EVD control measures plus ring vaccination in eastern DRC reinforces the earlier randomized evidence from Guinea of vaccine efficacy against EVD onset 10 or more days after vaccination.


Figure 1: Timeline of Ebola virus disease progression in two patients
Figure 2: Maximum likelihood phylogenetic tree of the Ebola virus disease outbreak (2018-20) in Nord Kivu, Democratic Republic of the Congo A time-resolved phylogenetic tree was conducted with a Bayesian phylodynamic analysis of 677 genomes sequenced during this outbreak. Sequenced genomes from patients 1 and 2 during the first and second episodes of Ebola virus disease are highlighted in red.
Fatal meningoencephalitis associated with Ebola virus persistence in two survivors of Ebola virus disease in the Democratic Republic of the Congo: a case report study

September 2024

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151 Reads

The Lancet Microbe

Background: During the 2018–20 Ebola virus disease outbreak in the Democratic Republic of the Congo, thousands of patients received unprecedented vaccination, monoclonal antibody (mAb) therapy, or both, leading to a large number of survivors. We aimed to report the clinical, virological, viral genomic, and immunological features of two previously vaccinated and mAb-treated survivors of Ebola virus disease in the Democratic Republic of the Congo who developed second episodes of disease months after initial discharge, ultimately complicated by fatal meningoencephalitis associated with viral persistence. Methods: In this case report study, we describe the presentation, management, and subsequent investigations of two patients who developed recrudescent Ebola virus disease and subsequent fatal meningoencephalitis. We obtained data from epidemiological databases, Ebola treatment units, survivor programme databases, laboratory datasets, and hospital records. Following national protocols established during the 2018–20 outbreak in the Democratic Republic of the Congo, blood, plasma, and cerebrospinal fluid (CSF) samples were collected during the first and second episodes of Ebola virus disease from both individuals and were analysed by molecular (quantitative RT-PCR and next-generation sequencing) and serological (IgG and IgM ELISA and Luminex assays) techniques. Findings: The total time between the end of the first Ebola virus episode and the onset of the second episode was 342 days for patient 1 and 137 days for patient 2. In both patients, Ebola virus RNA was detected in blood and CSF samples during the second episode of disease. Complete genomes from CSF samples from this relapse episode showed phylogenetic relatedness to the genome sequenced from blood samples collected from the initial infection, confirming in-host persistence of Ebola virus. Serological analysis showed an antigen-specific humoral response with typical IgM and IgG kinetics in patient 1, but an absence of an endogenous adaptive immune response in patient 2. Interpretation: We report the first two cases of fatal meningoencephalitis associated with Ebola virus persistence in two survivors of Ebola virus disease who had received vaccination and mAb-based treatment in the Democratic Republic of the Congo. Our findings highlight the importance of long-term monitoring of survivors, including continued clinical, virological, and immunological profiling, as well as the urgent need for novel therapeutic strategies to prevent and mitigate the individual and public health consequences of Ebola virus persistence.


Development of a clinical prediction score for Ebola virus disease screening at triage centers in the Democratic Republic of the Congo

August 2024

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29 Reads

The 2018–2020 Ebola virus disease (EVD) outbreak in the Democratic Republic of the Congo (DRC) was the largest since the disease‘s discovery in 1976. Rapid identification and isolation of EVD patients are crucial during triage. This study aimed to develop a clinical prediction score for EVD using clinical and epidemiological predictors. We conducted a retrospective cross-sectional study using surveillance data from EVD outbreak, collected during routine clinical care at the Ebola Transit Center (ETC) in Beni, DRC, from 2018 to 2020. The Spiegelhalter and Knill-Jones method was used for score development, including potential predictors with an adjusted likelihood ratio above 2 or below 0.50. Validation was performed using a dataset previously published in PLOSOne by Tshomba et al. Among 3725 patients screened, 3698 fulfilled the inclusion criteria, with 571 (15.4%) testing positive for EVD via RT-PCR Test. Seven predictive factors were identified: asthenia, sore throat, conjunctivitis, bleeding gums, hematemesis, contact with a sick person, and contact with a traditional healer. The prediction score achieved an Area under the receiver operating characteristic (AUROC) of 0.764, with 81.4% sensitivity and 53.6% specificity at a -1 cutoff. External validation demonstrated an AUROC of 0.766, with 80.8% sensitivity and 41.4% specificity at the -1 cutoff. Our study developed a screening tool to assess the risk of suspected patients developing EVD and being admitted to ETUs for RT-PCR testing and treatment. External validation results affirmed the model’s reliability and generalizability in similar settings, suggesting its potential integration into clinical practice. Given the severity and urgency of EVD as well as the risk nosocomial EVD transmission, it is essential to continuously update these models with real-time data on symptoms, disease progression, patient outcomes and validated RDT during EVD outbreaks. This approach will enhance model accuracy, enabling more precise risk assessments and more effective outbreak management.


Fig. 1: Trial profile and frequency of glucose measurements. Of 426 consecutive patients admitted to the Ebola virus disease (EVD) treatment units in Butembo and Katwa, DRC, between 30 March and 1 October 2020, 42 had no glucose measurement and were not included in the analysis. The case fatality rate was 157/384 (41%) overall.
Fig. 2: Association of glucose abnormalities with hepatitis, pancreatitis, and adrenal insufficiency. The proportion of patients in the moderate (grey stacked bars) or severe (black stacked bars) hypoglycaemia groups (panels a, c, and e) and in the hyperglycaemia group (panels b, d, and f) is shown on the y-axis. a and b. Hepatitis at admission (AST >525 U/L) was associated with hypoglycaemia (a) and hyperglycaemia (b). c and d. No significant association was observed between pancreatitis at admission (amylase >330 IU/L at least once) and hypoglycaemia (c) and hyperglycaemia (d). e. and f. Suspected adrenal insufficiency at admission (simultaneous Na + < 135 mmol/L and K + > 5.0 mmol/L) was associated with hypoglycaemia (e) but not hyperglycaemia (f). Error bars represent the 95% binomial confidence interval for the proportion.
Dysglycaemia in Ebola virus disease: a retrospective analysis from the 2018 to 2020 outbreak

July 2024

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67 Reads

EBioMedicine

Background Ebola virus disease (EVD) is associated with multisystem organ failure and high mortality. Severe hypoglycaemia is common, life-threatening, and correctable in critically ill patients, but glucose monitoring may be limited in EVD treatment units. Methods We conducted a retrospective review of patients admitted to EVD treatment units in Butembo and Katwa, Eastern DRC. Glucose measurements were done using a handheld glucometer at the bedside or using the Piccolo xpress Chemistry Analyzer on venous samples. Findings 384 patients (median age 30 years (interquartile range, IQR, 20–45), 57% female) and 6422 glucose measurements (median 11 per patient, IQR 4–22) were included in the analysis. Severe hypoglycaemia (≤2.2 mmol/L) and hyperglycaemia (>10 mmol/L) were recorded at least once during the ETU admission in 97 (25%) and 225 (59%) patients, respectively. A total of 2004 infusions of glucose-containing intravenous solutions were administered to 302 patients (79%) with a median cumulative dose of 175g (IQR 100–411). The overall case fatality rate was 157/384 (41%) and was 2.2-fold higher (95% CI 1.3–3.8) in patients with severe hypoglycaemia than those without hypoglycaemia (p = 0.0042). In a multivariable Cox proportional hazards model, periods of severe hypoglycaemia (adjusted hazard ratio (aHR) 6.2, 95% CI 3.2–12, p < 0.0001) and moderate hypoglycaemia (aHR 3.0, 95% CI 1.9–4.8, p < 0.0001) were associated with elevated mortality. Interpretation Hypoglycaemia is common in EVD, requires repeated correction with intravenous dextrose solutions, and is associated with mortality. Funding This study was not supported by any specific funding.


Rhabdomyolysis, acute kidney injury, and mortality in Ebola virus disease: retrospective analysis of cases from Eastern Democratic Republic of the Congo, 2019

May 2024

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56 Reads

The Journal of Infectious Diseases

Background Skeletal muscle injury in Ebola virus disease (EVD) has been reported, but its association with morbidity and mortality remains poorly defined. Methods Retrospective study of patients admitted to two EVD Treatment Units, over an eight-month period in 2019, during a large EVD epidemic in the Democratic Republic of the Congo. Results 333 patients (median age 30 years, 58% female) had at least one creatine kinase (CK) measurement (total 2,229 CK measurements, median 5 (IQR 1-11) per patient). 271 patients (81%) had an elevated CK (>380U/L), 202 (61%) had rhabdomyolysis (CK>1,000 IU/L), and 45 (14%) had severe rhabdomyolysis (≥5,000U/L). Among survivors, the maximum CK level was median 1,600 (IQR 550 to 3,400), peaking 3.4 days after admission (IQR 2.3 to 5.5) and decreasing thereafter. Among fatal cases, the CK rose monotonically until death, with maximum CK level of median 2,900 U/L (IQR 1,500 to 4,900). Rhabdomyolysis at admission was an independent predictor of AKI (aOR 2.2 [95%CI 1.2-3.8], p=0.0065) and mortality (aHR 1.7 [95%CI 1.03-2.9], p=0.037). Conclusions Rhabdomyolysis is associated with AKI and mortality in EVD patients. These findings may inform clinical practice by identifying lab monitoring priorities and highlighting the importance of fluid management.


Cost-effectiveness of incorporating Ebola prediction score tools and rapid diagnostic tests into a screening algorithm: A decision analytic model

October 2023

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109 Reads

Background No distinctive clinical signs of Ebola virus disease (EVD) have prompted the development of rapid screening tools or called for a new approach to screening suspected Ebola cases. New screening approaches require evidence of clinical benefit and economic efficiency. As of now, no evidence or defined algorithm exists. Objective To evaluate, from a healthcare perspective, the efficiency of incorporating Ebola prediction scores and rapid diagnostic tests into the EVD screening algorithm during an outbreak. Methods We collected data on rapid diagnostic tests (RDTs) and prediction scores’ accuracy measurements, e.g., sensitivity and specificity, and the cost of case management and RDT screening in EVD suspect cases. The overall cost of healthcare services (PPE, procedure time, and standard-of-care (SOC) costs) per suspected patient and diagnostic confirmation of EVD were calculated. We also collected the EVD prevalence among suspects from the literature. We created an analytical decision model to assess the efficiency of eight screening strategies: 1) Screening suspect cases with the WHO case definition for Ebola suspects, 2) Screening suspect cases with the ECPS at -3 points of cut-off, 3) Screening suspect cases with the ECPS as a joint test, 4) Screening suspect cases with the ECPS as a conditional test, 5) Screening suspect cases with the WHO case definition, then QuickNavi™-Ebola RDT, 6) Screening suspect cases with the ECPS at -3 points of cut-off and QuickNavi™-Ebola RDT, 7) Screening suspect cases with the ECPS as a conditional test and QuickNavi™-Ebola RDT, and 8) Screening suspect cases with the ECPS as a joint test and QuickNavi™-Ebola RDT. We performed a cost-effectiveness analysis to identify an algorithm that minimizes the cost per patient correctly classified. We performed a one-way and probabilistic sensitivity analysis to test the robustness of our findings. Results Our analysis found dual ECPS as a conditional test with the QuickNavi™-Ebola RDT algorithm to be the most cost-effective screening algorithm for EVD, with an effectiveness of 0.86. The cost-effectiveness ratio was 106.7 USD per patient correctly classified. The following algorithms, the ECPS as a conditional test with an effectiveness of 0.80 and an efficiency of 111.5 USD per patient correctly classified and the ECPS as a joint test with the QuickNavi™-Ebola RDT algorithm with an effectiveness of 0.81 and a cost-effectiveness ratio of 131.5 USD per patient correctly classified. These findings were sensitive to variations in the prevalence of EVD in suspected population and the sensitivity of the QuickNavi™-Ebola RDT. Conclusions Findings from this study showed that prediction scores and RDT could improve Ebola screening. The use of the ECPS as a conditional test algorithm and the dual ECPS as a conditional test and then the QuickNavi™-Ebola RDT algorithm are the best screening choices because they are more efficient and lower the number of confirmation tests and overall care costs during an EBOV epidemic.


Exploring host-virus interaction to improve immunotherapy against Ebola virus

October 2023

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61 Reads

Trends in Pharmacological Sciences

Recent immunological advances have led to the development of FDA-approved immunotherapies against Ebola virus (EBOV). However, patients with high viral loads have not seen as large a benefit as mild cases. Here we discuss areas of investigation that may lead to adjunctive immune therapy for patients with severe EBOV disease.


The Human Mpox Global Outbreak: Available Control Tools and the Opportunity to Break a Cycle of Neglect in Endemic Countries

August 2023

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45 Reads

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2 Citations

The American journal of tropical medicine and hygiene

The 2022 global outbreak of human Mpox (formerly monkeypox) virus (MPXV) infection outside of the usual endemic zones in Africa challenged our understanding of the virus’s natural history, transmission dynamics, and risk factors. This outbreak has highlighted the need for diagnostics, vaccines, therapeutics, and implementation research, all of which require more substantial investments in equitable collaborative partnerships. Global multidisciplinary networks need to tackle MPXV and other neglected emerging and reemerging zoonotic pathogens to address them locally and prevent or quickly control their worldwide spread. Political endorsement from individual countries and financial commitments to maintain control efforts will be essential for long-term sustainability.


Citations (33)


... The 2014-2016 epidemic accelerated EBOV countermeasure development and, together with trials conducted during the 2018-2020 outbreak in the DRC [2], resulted in two vaccines and two monoclonal antibody therapies approved for human use today [1]. The first approved vaccine was a fast-acting, live-attenuated vaccine based on vesicular stomatitis virus (VSV) that was shown to elicit protective responses within 10 days-this is ideal for outbreak response [7]. The second vaccine consisted of an adenovirus 26 (Ad26-EBOV) initial dose, known as prime, followed by a heterologous second dose (boost) with modified Vaccinia Ankara virus (MVA-BN-filo)-a strategy well-suited for mass vaccination [8]. ...

Reference:

One-for-one or one-for-all? Considerations for filovirus vaccine development
Ebola Outbreak Response in the DRC with rVSV-ZEBOV-GP Ring Vaccination
  • Citing Article
  • December 2024

The New-England Medical Review and Journal

... Swift public health responses and a notable increase in mpox research occurred almost entirely among high-income countries in Europe and North America. 2 Given the substantial global reduction in mpox cases following the international response and the ongoing outbreaks and changing disease epidemiology in the Democratic Republic of the Congo, research to better understand mpox epidemiology, prevention, and treatment should be prioritised in Africa. 3,4 We have proposed the establishment of an Africanled, multidisciplinary, multicountry Mpox Research Consortium (MpoxReC) in Africa with an overarching goal of establishing a research network to advance the elimination of mpox as a public health problem (with an initial focus on Cameroon, the Central African Republic, the Democratic Republic of the Congo, Ghana, Nigeria, and the Republic of the Congo). MpoxReC will integrate basic research; clinical studies; disease surveillance; risk communication; community engagement; phylogeographic, ecological, and anthropologic studies; novel studies for use of medical countermeasures; and capacity building to address mpox epidemics and ultimately eliminate its human-to-human transmission (appendix p 1). 5 Names of principal investigators and collaborating institutions, organisations, and investigators are available in the appendix (pp 2-3). ...

The Human Mpox Global Outbreak: Available Control Tools and the Opportunity to Break a Cycle of Neglect in Endemic Countries
  • Citing Article
  • August 2023

The American journal of tropical medicine and hygiene

... Clinical decision algorithms and scoring-based tools aim to evaluate the probability of infection or of severity of a disease based on clinical and epidemiologic evidence and can be used to screen and classify patients before diagnosis or treatment. Regarding Ebola suspicion, previous publications have derived scores on the basis of predictors, producing calculated prediction scores for Ebola infection (6,(15)(16)(17)(18)(19)(20)(21). Most of those algorithms, however, were developed from small datasets and lack prospective validation. ...

Development of Ebola virus disease prediction scores: Screening tools for Ebola suspects at the triage-point during an outbreak

... The mean ± SEM or bar graphs with the mean are shown. and Ebola virus (Bluemling et al., 2023), indicating the possibility of a wider antiviral application of the NHC analogs studied in this work. ...

The prophylactic and therapeutic efficacy of the broadly active antiviral ribonucleoside N-Hydroxycytidine (EIDD-1931) in a mouse model of lethal Ebola virus infection
  • Citing Article
  • November 2022

Antiviral Research

... Similarly, anorexia, which occurred in 43.4% of our patients, is a common response to systemic infection, potentially exacerbated by gastrointestinal involvement. Headaches and digestive disorders highlight the impact of the virus on the gastrointestinal system, including nausea [16]. The analysis revealed no statistically significant differences in the prevalence of symptoms, except nausea, between patients with Ct-np values <22 and patients with Ct-values ≥22. ...

Development of the PREDS score to predict in-hospital mortality of patients with Ebola virus disease under advanced supportive care: Results from the EVISTA cohort in the Democratic Republic of the Congo

EClinicalMedicine

... The most frequently reported symptoms of EVD were fevers, anorexia, headaches, digestive disorders, and nausea, while hemorrhagic manifestations occurred at a lower prevalence. This observation corroborates with the observations of Yan et al. in 2014 during the West Africa epidemic [14,15]. ...

Virus kinetics and biochemical derangements among children with Ebolavirus disease

EClinicalMedicine

... Rhabdomyolysis is observed in some patients. 71,72 Hematological abnormalities are common, though not all patients have overt bleeding manifestations. 73,74 (Although Ebola disease was originally described as a "viral hemorrhagic fever," this term is discouraged because fever is not always present and not all patients have overt bleeding). ...

Virus kinetics and biochemical derangements among children with Ebolavirus disease

... Page 2 of 11 Meyer et al. BMC Medical Research Methodology (2025) 25:12 Initially designed to accelerate testing of cancer treatments [6][7][8][9][10] and therapies for other pathologic conditions [11][12][13][14], a broader expansion of platform trials occurred during the global COVID-19 pandemic as the rapid evaluation of potential treatments was of urgent concern to public health [12,[15][16][17]. Despite increased application of platform trial designs, barriers to their uptake remain, including the inherent complexity of organizing, designing, implementing, managing, and analysing such trials [18][19][20]. ...

A platform trial design for preventive vaccines against Marburg virus and other emerging infectious disease threats

Clinical Trials

... As a result, two EBOV vaccines-Ervebo (based on vesicular stomatitis virus (VSV); also known as VSV-EBOV or rVSV-ZEBOV) 5 and the prime-boost combination of Zabdeno (based on adenovirus (Ad); also known as Ad26-EBOV) and Mvabea (based on modified vaccinia Ankara (MVA); also known as MVA-BN-filo) 6 -have been approved for human use by US, European and African authorities (Table 1). In recent years, these vaccines along with the monoclonal antibody-based therapeutics Ebanga (also known as ansuvimab; single monoclonal antibody) 7 and Inmazeb (also known as REGN-EB3; cocktail of 3 monoclonal antibodies) 8 have been successfully used to combat EVD outbreaks in the Democratic Republic of the Congo (DRC) 9 . However, these approved vaccines and treatments are specific to EBOV with limited to no use against other ebolaviruses and MARV 10 . ...

Antibody Use during an Outbreak of Ebola Virus Disease in the Democratic Republic of Congo, 2020
  • Citing Article
  • March 2022

The New-England Medical Review and Journal

... Accordingly, a recent clinical trial involving children in Sierra Leone demonstrated that a booster dose of Ad26.ZEBOV administered to those who had undergone the two-dose Ad26.ZEBOV and MVA-BN-Filo vaccine regimen over three years earlier was well tolerated and induced a rapid and robust increase in binding antibodies against Ebola virus 34 . Our data may also provide information about low responders to the vaccines 14 and/or potential breakthrough infections despite EBOV vaccination 35,36 . There is still a lack of definitive evidence concerning the protective efficacy of the natural immune response following EVD. ...

Development of the PREDS Score to Predict In-Hospital Mortality of Patients With Ebola Virus Disease Under Advanced Supportive Care: Results From the EVISTA Cohort in the Democratic Republic of the Congo
  • Citing Article
  • January 2021

SSRN Electronic Journal