Jonathan Hoffmann
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Jonathan Hoffmann has a total of 230 co-authors. Here are the top co-authors by number of shared publications:
Hubert Endtz
Erasmus MC, Medical Microbiology and Infectious Diseases, University Medical Center Rotterdam, Rotterdam, The Netherlands
4 shared publicationsLaurent Raskine
Fondation Mérieux, Lyon, France
4 shared publicationsNiaina Rakotosamimanana
Institut Pasteur de Madagascar, Antananarivo, Madagascar
4 shared publicationsPaulo Ranaivomanana
Institut Pasteur de Madagascar, Antananarivo, Madagascar
4 shared publicationsDelia Goletti
Translational Research Unit, Department of Epidemiology and Preclinical Research, “L. Spallanzani” National Institute for Infectious Diseases (INMI), IRCCS, Rome, Italy
3 shared publications- Glaucia Paranhos-Baccalà
Global and EME Medical Affairs Departments, bioMérieux SA, 100 Rue Louis Pasteur, 69280 Marcy l’Etoile, France
3 shared publications
Latest Publications
- Open Access
- 19 June 2026
- Published by Elsevier in Clinical Microbiology and Infection
- Vol. 32 (11) , 1873-1882
Association between immune-response magnitude to tuberculosis infection tests and short-term disease risk: a prospective cohort study
- 19 June 2026
- Published by Elsevier in Clinical Microbiology and Infection
- Vol. 32 (11) , 1873-1882
Open AccessAssociation between immune-response magnitude to tuberculosis infection tests and short-term disease risk: a prospective cohort study
- 1 April 2026
- Published by Agence Bibliographique de l'Enseignement Supérieur
Etude translationnelle sur les interactions hôte-pathogène : étiologie des infections respiratoires aigües et impact des co-infections sur la modulation de la réponse immunitaire innée.
Les infections respiratoires et plus particulièrement la pneumonie représentent la première cause de mortalité infantile dans le monde. L’essor des technologies de diagnostic moléculaire a permis de mettre en évidence une étiologie très hétérogène des infections respiratoires ainsi qu’un taux élevé de co-infection virale et bactérienne dont l’impact clinique reste difficile à évaluer. La recherche translationnelle menée au cours de ce projet de thèse avait pour objectif de décrire l’étiologie des infections respiratoires ainsi que l’impact des co-infections sur la modulation de la réponse immunitaire innée. Nous avons développé un modèle d’étude in-vitro d’infection successive de cellules présentatrice d’antigènes (CPA) humaines par le virus Influenza (IAV) et Streptococcus pneumoniae (SP) et étudié la modulation de la réponse inflammatoire. Les résultats obtenus démontrent que la co-infection des CPA par ces deux pathogènes majeurs de la pneumonie impacte fortement sur leur viabilité et induit une dérégulation importante de la réponse inflammatoire. Au cours de la co-infection, la chémokine pro-inflammatoire IP-10 est exprimée de manière synergique suggérant un rôle jusqu’à présent non décrit de cette chémokine dans la pathogénèse de la pneumonie. Nous avons également démontré que les micro-ARNs (dont le miR-200a-3p) participent activement à la régulation de la réponse inflammatoire, en ciblant des régulateurs de la voie de signalisation JAK-STAT (SOCS-6) et indirectement la voie de synthèse d’IP-10. Récemment, nous avons évalué la réponse inflammatoire d’enfants âgés de moins de 5 ans hospitalisés pour une pneumonie, en partenariat avec les équipes médicales et scientifiques du Paraguay via le réseau GABRIEL. Ce volet d’étude confirme 1) une étiologie variée de la pneumonie chez l’enfant et 2) un taux d’IP-10 sérique significativement plus élevé chez les enfants co-infectés et présentant une pneumonie très sévère.
- 1 April 2026
- Published by Agence Bibliographique de l'Enseignement Supérieur
Etude translationnelle sur les interactions hôte-pathogène : étiologie des infections respiratoires aigües et impact des co-infections sur la modulation de la réponse immunitaire innée.
Les infections respiratoires et plus particulièrement la pneumonie représentent la première cause de mortalité infantile dans le monde. L’essor des technologies de diagnostic moléculaire a permis de mettre en évidence une étiologie très hétérogène des infections respiratoires ainsi qu’un taux élevé de co-infection virale et bactérienne dont l’impact clinique reste difficile à évaluer. La recherche translationnelle menée au cours de ce projet de thèse avait pour objectif de décrire l’étiologie des infections respiratoires ainsi que l’impact des co-infections sur la modulation de la réponse immunitaire innée. Nous avons développé un modèle d’étude in-vitro d’infection successive de cellules présentatrice d’antigènes (CPA) humaines par le virus Influenza (IAV) et Streptococcus pneumoniae (SP) et étudié la modulation de la réponse inflammatoire. Les résultats obtenus démontrent que la co-infection des CPA par ces deux pathogènes majeurs de la pneumonie impacte fortement sur leur viabilité et induit une dérégulation importante de la réponse inflammatoire. Au cours de la co-infection, la chémokine pro-inflammatoire IP-10 est exprimée de manière synergique suggérant un rôle jusqu’à présent non décrit de cette chémokine dans la pathogénèse de la pneumonie. Nous avons également démontré que les micro-ARNs (dont le miR-200a-3p) participent activement à la régulation de la réponse inflammatoire, en ciblant des régulateurs de la voie de signalisation JAK-STAT (SOCS-6) et indirectement la voie de synthèse d’IP-10. Récemment, nous avons évalué la réponse inflammatoire d’enfants âgés de moins de 5 ans hospitalisés pour une pneumonie, en partenariat avec les équipes médicales et scientifiques du Paraguay via le réseau GABRIEL. Ce volet d’étude confirme 1) une étiologie variée de la pneumonie chez l’enfant et 2) un taux d’IP-10 sérique significativement plus élevé chez les enfants co-infectés et présentant une pneumonie très sévère.
- Open Access
- 1 March 2025
- Published by International Union Against Tuberculosis and Lung Disease in IJTLD OPEN
- Vol. 2 (3) , 153-159
Non-sputum-based triage and confirmatory diagnostic tests for pediatric TB
SUMMARY: BACKGROUND: Non-sputum-based triage and confirmatory tests are essential for early TB detection and timely treatment in children. METHODS: A mini-review was conducted from January 2022 to May 2024, evaluating five studies on non-sputum-based assays for childhood TB diagnosis. Both Microbiological and Clinical Reference Standards were used to assess diagnostic accuracy and triage potential. RESULTS: Among the confirmatory tests, only the gastric aspiration test with cartridge-based nucleic acid amplification tests (CBNAAT) met the WHO Target Product Profile criteria. However, this method remains invasive and is not suitable for point-of-care testing. Urine testing by gas chromatography–mass spectrometry (GC/MS) or C-ELISA (BJ76/A194) demonstrated high performance but lacked point-of-care applicability in resource-limited settings. Stool testing with CBNAAT is a viable alternative with high specificity but low sensitivity. For triage, urine lipoarabinomannan tests and blood MTB-HR tests show promise based on specificity, practicality, cost, and turnaround time. CONCLUSION: This review highlights the performance of non-sputum-based assays for childhood TB and their potential as triage tools. While some other innovations show promise for the triage and/or diagnosis of TB in adults, further studies are needed to evaluate the performance of these tests in pediatric populations.
- 1 March 2025
- Published by International Union Against Tuberculosis and Lung Disease in IJTLD OPEN
- Vol. 2 (3) , 153-159
Open AccessNon-sputum-based triage and confirmatory diagnostic tests for pediatric TB
SUMMARY: BACKGROUND: Non-sputum-based triage and confirmatory tests are essential for early TB detection and timely treatment in children. METHODS: A mini-review was conducted from January 2022 to May 2024, evaluating five studies on non-sputum-based assays for childhood TB diagnosis. Both Microbiological and Clinical Reference Standards were used to assess diagnostic accuracy and triage potential. RESULTS: Among the confirmatory tests, only the gastric aspiration test with cartridge-based nucleic acid amplification tests (CBNAAT) met the WHO Target Product Profile criteria. However, this method remains invasive and is not suitable for point-of-care testing. Urine testing by gas chromatography–mass spectrometry (GC/MS) or C-ELISA (BJ76/A194) demonstrated high performance but lacked point-of-care applicability in resource-limited settings. Stool testing with CBNAAT is a viable alternative with high specificity but low sensitivity. For triage, urine lipoarabinomannan tests and blood MTB-HR tests show promise based on specificity, practicality, cost, and turnaround time. CONCLUSION: This review highlights the performance of non-sputum-based assays for childhood TB and their potential as triage tools. While some other innovations show promise for the triage and/or diagnosis of TB in adults, further studies are needed to evaluate the performance of these tests in pediatric populations.
- Open Access
- 1 October 2024
- Published by International Union Against Tuberculosis and Lung Disease in IJTLD OPEN
- Vol. 1 (10) , 429-430
Addressing gaps in the diagnosis of TB in children
SUMMARY: Since 2000, efforts to develop new treatments for TB have been promising, but diagnosing TB, especially in children, remains a challenge. This issue of the Journal includes the first in a series of articles related to TB in children, highlighting new diagnostic tests that do not rely on sputum, and have great potential for improving diagnosis and treatment initiation. Key to a reduction in TB prevalence, experts are engaging with communities to find undiagnosed cases and combat the stigma of TB. International collaborations are also central to integrating novel diagnostics and providing support for these vulnerable populations.
- 1 October 2024
- Published by International Union Against Tuberculosis and Lung Disease in IJTLD OPEN
- Vol. 1 (10) , 429-430
Open AccessAddressing gaps in the diagnosis of TB in children
SUMMARY: Since 2000, efforts to develop new treatments for TB have been promising, but diagnosing TB, especially in children, remains a challenge. This issue of the Journal includes the first in a series of articles related to TB in children, highlighting new diagnostic tests that do not rely on sputum, and have great potential for improving diagnosis and treatment initiation. Key to a reduction in TB prevalence, experts are engaging with communities to find undiagnosed cases and combat the stigma of TB. International collaborations are also central to integrating novel diagnostics and providing support for these vulnerable populations.
- Open Access
Combination of exhaled breath condensate samples with lipoarabinomannan point of care assay for pulmonary tuberculosis (TB) diagnosis: protocol for a diagnostic accuracy study
Introduction: The WHO estimates a gap of about 30% between the incident (10.6 million) and notified (7.5 million) cases of tuberculosis (TB). Combined with the growing recognition in prevalence surveys of the high proportion of cases identified who are asymptomatic or paucisymptomatic, these data underscore how current symptom screening approaches and use of diagnostic tests with suboptimal performance on sputum miss large numbers of cases. Thus, the development of sputum-free biomarker-based tests for diagnosis is becoming necessary, which the WHO has already identified as a priority for new TB diagnostics. The objective of this study is to evaluate a combination of exhaled breath condensate (EBC) samples and mycobacterial lipoarabinomannan (LAM) as point-of-care (POC) assays to identify TB patients. Methods and analysis: This prospective diagnostic accuracy study is conducted at the TB Screening and Treatment Centre of International Center for Diarrhoeal Disease Research, Bangladesh, on a cohort of adults and adolescents >11 years of age. A total of 614 individuals with presumptive pulmonary TB based on TB signs, symptoms and radiography are being recruited from 28 August 2023. Spot sputum is collected for standard reference testing (L-J culture, GeneXpert MTB/Rif, acid-fast Bacilli microscopy) to fine-tune categorisation of TB disease status for each participant, defined as (1) definite TB (at least one positive standard reference test); (2) probable TB (not microbiologically confirmed but under TB treatment); (3) possible TB (no TB treatment but signs, symptoms and radiography suggestive of TB); (4) other respiratory disease (microbiologically not confirmed and no radiography presenting abnormalities compatible with TB); and (5) unknown (no microbiological evidence with normal/no TB abnormalities with radiography). Urine and EBC specimens will be subjected to LAM POC testing and biobanked for further investigation. Statistical analyses will include an assessment of diagnostic accuracy by constructing receiver operating curves and calculating sensitivity and specificity, as well as post-test probabilities. Ethics and dissemination: The study protocol was approved by the Research Review Committee as well as the Ethical Review Committee of icddr,b and recorded under a protocol reference number, PR-2301. Results will be submitted to open-access peer-reviewed journals, presented at academic meetings, and shared with national and international policymaking bodies.
Open AccessCombination of exhaled breath condensate samples with lipoarabinomannan point of care assay for pulmonary tuberculosis (TB) diagnosis: protocol for a diagnostic accuracy study
Introduction: The WHO estimates a gap of about 30% between the incident (10.6 million) and notified (7.5 million) cases of tuberculosis (TB). Combined with the growing recognition in prevalence surveys of the high proportion of cases identified who are asymptomatic or paucisymptomatic, these data underscore how current symptom screening approaches and use of diagnostic tests with suboptimal performance on sputum miss large numbers of cases. Thus, the development of sputum-free biomarker-based tests for diagnosis is becoming necessary, which the WHO has already identified as a priority for new TB diagnostics. The objective of this study is to evaluate a combination of exhaled breath condensate (EBC) samples and mycobacterial lipoarabinomannan (LAM) as point-of-care (POC) assays to identify TB patients. Methods and analysis: This prospective diagnostic accuracy study is conducted at the TB Screening and Treatment Centre of International Center for Diarrhoeal Disease Research, Bangladesh, on a cohort of adults and adolescents >11 years of age. A total of 614 individuals with presumptive pulmonary TB based on TB signs, symptoms and radiography are being recruited from 28 August 2023. Spot sputum is collected for standard reference testing (L-J culture, GeneXpert MTB/Rif, acid-fast Bacilli microscopy) to fine-tune categorisation of TB disease status for each participant, defined as (1) definite TB (at least one positive standard reference test); (2) probable TB (not microbiologically confirmed but under TB treatment); (3) possible TB (no TB treatment but signs, symptoms and radiography suggestive of TB); (4) other respiratory disease (microbiologically not confirmed and no radiography presenting abnormalities compatible with TB); and (5) unknown (no microbiological evidence with normal/no TB abnormalities with radiography). Urine and EBC specimens will be subjected to LAM POC testing and biobanked for further investigation. Statistical analyses will include an assessment of diagnostic accuracy by constructing receiver operating curves and calculating sensitivity and specificity, as well as post-test probabilities. Ethics and dissemination: The study protocol was approved by the Research Review Committee as well as the Ethical Review Committee of icddr,b and recorded under a protocol reference number, PR-2301. Results will be submitted to open-access peer-reviewed journals, presented at academic meetings, and shared with national and international policymaking bodies.
- Open Access
- 3 July 2024
- Published by MDPI AG in Biomedicines
- Vol. 12 (7) , 1472
Immunological and Haematological Relevance of Helminths and Mycobacterium tuberculosis Complex Coinfection among Newly Diagnosed Pulmonary Tuberculosis Patients from Bobo-Dioulasso, Burkina Faso
The effect of helminthiasis on host immunity is a neglected area of research, particularly in tuberculosis (TB) infection. This study aimed to evaluate the effect of helminthiasis on immunological and haematological parameters in newly diagnosed TB patients in Bobo-Dioulasso. After all biological analyses, we formed three subpopulations: group 1 (n = 82), as control, were participants without helminthic or Mycobacterium tuberculosis complex infection (Mtb−/Helm−), group 2 (n = 73) were TB patients without helminthic infection (Mtb+/Helm−), and group 3 (n = 22) were TB patients with helminthic infection (Mtb+/Helm+). The proportion of helminth coinfection was 23.16% (22/95) in TB patients, and Schistosoma mansoni infection was found in 77.3% (17/22) cases of helminthiasis observed in this study. A low CD4 T cell count and a low CD4:CD8 ratio were significantly associated with concomitant infection with helminths and the Mtb complex (Mtb+/Helm+) compared to the other groups (p < 0.05). However, there was no statistically significant difference in the CD8 median among the three participating groups (p > 0.05). Lymphopenia, monocytosis, thrombocytosis, and hypochromic microcytic anaemia were the haematological defects observed in the Mtb+/Helm+ and Mtb+/Helm− patients. Exploring these types of immune–haematological biomarkers would be a valuable aid in diagnosing and a better follow-up and monitoring of the tuberculosis–helminthiasis coinfection.
- 3 July 2024
- Published by MDPI AG in Biomedicines
- Vol. 12 (7) , 1472
Open AccessImmunological and Haematological Relevance of Helminths and Mycobacterium tuberculosis Complex Coinfection among Newly Diagnosed Pulmonary Tuberculosis Patients from Bobo-Dioulasso, Burkina Faso
The effect of helminthiasis on host immunity is a neglected area of research, particularly in tuberculosis (TB) infection. This study aimed to evaluate the effect of helminthiasis on immunological and haematological parameters in newly diagnosed TB patients in Bobo-Dioulasso. After all biological analyses, we formed three subpopulations: group 1 (n = 82), as control, were participants without helminthic or Mycobacterium tuberculosis complex infection (Mtb−/Helm−), group 2 (n = 73) were TB patients without helminthic infection (Mtb+/Helm−), and group 3 (n = 22) were TB patients with helminthic infection (Mtb+/Helm+). The proportion of helminth coinfection was 23.16% (22/95) in TB patients, and Schistosoma mansoni infection was found in 77.3% (17/22) cases of helminthiasis observed in this study. A low CD4 T cell count and a low CD4:CD8 ratio were significantly associated with concomitant infection with helminths and the Mtb complex (Mtb+/Helm+) compared to the other groups (p < 0.05). However, there was no statistically significant difference in the CD8 median among the three participating groups (p > 0.05). Lymphopenia, monocytosis, thrombocytosis, and hypochromic microcytic anaemia were the haematological defects observed in the Mtb+/Helm+ and Mtb+/Helm− patients. Exploring these types of immune–haematological biomarkers would be a valuable aid in diagnosing and a better follow-up and monitoring of the tuberculosis–helminthiasis coinfection.
- Open Access
- 13 March 2024
- Published by Frontiers Media SA in Frontiers in Immunology
- Vol. 15, 1308015
C1q and HBHA-specific IL-13 levels as surrogate plasma biomarkers for monitoring tuberculosis treatment efficacy: a cross-sectional cohort study in Paraguay
Introduction: New diagnostic tools are needed to rapidly assess the efficacy of pulmonary tuberculosis (PTB) treatment. The aim of this study was to evaluate several immune biomarkers in an observational and cross-sectional cohort study conducted in Paraguay.Methods: Thirty-two patients with clinically and microbiologically confirmed PTB were evaluated before starting treatment (T0), after 2 months of treatment (T1) and at the end of treatment (T2). At each timepoint plasma levels of IFN-y, 17 pro- and anti-inflammatory cytokines/chemokines and complement factors C1q, C3 and C4 were assessed in unstimulated and Mtb-specific stimulated whole blood samples using QuantiFERON-TB gold plus and recombinant Mycobacterium smegmatis heparin binding hemagglutinin (rmsHBHA) as stimulation antigen. Complete blood counts and liver enzyme assays were also evaluated and correlated with biomarker levels in plasma.Results: In unstimulated plasma, C1q (PMycobacterium tuberculosis load in sputum. Finally, a combinatorial analysis identified a plasma host signature comprising the detection of C1q and IL-13 levels in response to rmsHBHA as a tool differentiating PTB patients from cured TB profiles, with an AUC of 0.92 (sensitivity 94% and specificity 79%).Conclusion: This observational study provides new insights on host immune responses throughout anti-TB treatment and emphasizes the role of host C1q and HBHA-specific IL-13 response as surrogate plasma biomarkers for monitoring TB treatment efficacy.
- 13 March 2024
- Published by Frontiers Media SA in Frontiers in Immunology
- Vol. 15, 1308015
Open AccessC1q and HBHA-specific IL-13 levels as surrogate plasma biomarkers for monitoring tuberculosis treatment efficacy: a cross-sectional cohort study in Paraguay
Introduction: New diagnostic tools are needed to rapidly assess the efficacy of pulmonary tuberculosis (PTB) treatment. The aim of this study was to evaluate several immune biomarkers in an observational and cross-sectional cohort study conducted in Paraguay.Methods: Thirty-two patients with clinically and microbiologically confirmed PTB were evaluated before starting treatment (T0), after 2 months of treatment (T1) and at the end of treatment (T2). At each timepoint plasma levels of IFN-y, 17 pro- and anti-inflammatory cytokines/chemokines and complement factors C1q, C3 and C4 were assessed in unstimulated and Mtb-specific stimulated whole blood samples using QuantiFERON-TB gold plus and recombinant Mycobacterium smegmatis heparin binding hemagglutinin (rmsHBHA) as stimulation antigen. Complete blood counts and liver enzyme assays were also evaluated and correlated with biomarker levels in plasma.Results: In unstimulated plasma, C1q (PMycobacterium tuberculosis load in sputum. Finally, a combinatorial analysis identified a plasma host signature comprising the detection of C1q and IL-13 levels in response to rmsHBHA as a tool differentiating PTB patients from cured TB profiles, with an AUC of 0.92 (sensitivity 94% and specificity 79%).Conclusion: This observational study provides new insights on host immune responses throughout anti-TB treatment and emphasizes the role of host C1q and HBHA-specific IL-13 response as surrogate plasma biomarkers for monitoring TB treatment efficacy.
- Open Access
- 10 July 2022
- Published by MDPI AG in Diagnostics
- Vol. 12 (7) , 1676
Diagnostic Yield of Xpert MTB/RIF Assay Using Bronchoalveolar Lavage Fluid in Detecting Mycobacterium tuberculosis among the Sputum-Scarce Suspected Pulmonary TB Patients
Tuberculosis (TB) remains one of the leading causes of death worldwide and is caused by the single infectious agent Mycobacterium tuberculosis (Mtb). Although sputum is the most common specimen for pulmonary TB detection, some other respiratory specimens, such as bronchoalveolar lavage (BAL) fluid, gastric lavage (GL), and induced sputum (IS), are also collected from patients who are unable to deliver sputum. In this study, we aimed to evaluate the diagnostic performances of different test methods for TB diagnosis using BAL fluid specimens from sputum-scarce pulmonary TB patients. In this current study, a total of 210 BAL fluid specimens were collected and subjected to culture on Lowenstein–Jensen (L-J) medium, using an N-acetyl-L-cysteine-Sodium Hydroxide decontamination and digestion method, Xpert MTB/RIF (Xpert, Cepheid, Sunnyvale, CA, USA) assay, and acid-fast bacilli (AFB) microscopy with a Ziehl–Neelsen staining method for the detection of pulmonary TB. The sensitivity and specificity of these methods were then analyzed against the composite reference standard (CRS). Additionally, the receiver operating characteristic (ROC) curve was used to evaluate the diagnostic value of these assays. Among the 210 specimens, 39 (18.6%), 27 (12.8%), and 12 (5.7%) were found positive with Xpert assay, culture, and AFB microscopy, respectively. Considering the CRS, 42 (20%) were positive as the final diagnosis. The Xpert assay had a significantly higher sensitivity (92.9%, 95% CI: 80.5–98.5) compared to culture (64.3%, 95% CI: 48.0–78.4) and AFB microscopy (28.6%, 95% CI: 15.7–44.6) against the CRS. Additionally, the area under the ROC curve (AUC) for the Xpert assay, culture, and AFB microscopy accounted for 0.964, 0.821, and 0.655, respectively, when using CRS as the reference. In conclusion, our study findings demonstrated that the Xpert assay conferred a considerable diagnostic potential compared to other conventional methods for the diagnosis of pulmonary TB from BAL fluid specimens.
- 10 July 2022
- Published by MDPI AG in Diagnostics
- Vol. 12 (7) , 1676
Open AccessDiagnostic Yield of Xpert MTB/RIF Assay Using Bronchoalveolar Lavage Fluid in Detecting Mycobacterium tuberculosis among the Sputum-Scarce Suspected Pulmonary TB Patients
Tuberculosis (TB) remains one of the leading causes of death worldwide and is caused by the single infectious agent Mycobacterium tuberculosis (Mtb). Although sputum is the most common specimen for pulmonary TB detection, some other respiratory specimens, such as bronchoalveolar lavage (BAL) fluid, gastric lavage (GL), and induced sputum (IS), are also collected from patients who are unable to deliver sputum. In this study, we aimed to evaluate the diagnostic performances of different test methods for TB diagnosis using BAL fluid specimens from sputum-scarce pulmonary TB patients. In this current study, a total of 210 BAL fluid specimens were collected and subjected to culture on Lowenstein–Jensen (L-J) medium, using an N-acetyl-L-cysteine-Sodium Hydroxide decontamination and digestion method, Xpert MTB/RIF (Xpert, Cepheid, Sunnyvale, CA, USA) assay, and acid-fast bacilli (AFB) microscopy with a Ziehl–Neelsen staining method for the detection of pulmonary TB. The sensitivity and specificity of these methods were then analyzed against the composite reference standard (CRS). Additionally, the receiver operating characteristic (ROC) curve was used to evaluate the diagnostic value of these assays. Among the 210 specimens, 39 (18.6%), 27 (12.8%), and 12 (5.7%) were found positive with Xpert assay, culture, and AFB microscopy, respectively. Considering the CRS, 42 (20%) were positive as the final diagnosis. The Xpert assay had a significantly higher sensitivity (92.9%, 95% CI: 80.5–98.5) compared to culture (64.3%, 95% CI: 48.0–78.4) and AFB microscopy (28.6%, 95% CI: 15.7–44.6) against the CRS. Additionally, the area under the ROC curve (AUC) for the Xpert assay, culture, and AFB microscopy accounted for 0.964, 0.821, and 0.655, respectively, when using CRS as the reference. In conclusion, our study findings demonstrated that the Xpert assay conferred a considerable diagnostic potential compared to other conventional methods for the diagnosis of pulmonary TB from BAL fluid specimens.
- Open Access
- 1 January 2022
- Published by Elsevier in SSRN Electronic Journal
Using a Multiplex Serological Assay to Estimate Time Since SARS-CoV-2 Infection and Past Clinical Presentation in Malagasy Patients
Background: The world is facing a 2019 coronavirus (COVID-19) pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). In this context, efficient serological assays are needed to accurately describe the humoral responses against the virus. These tools could potentially provide temporal and clinical characteristics and are thus paramount in developing-countries lacking sufficient ongoing COVID-19 epidemic descriptions. Methods: We developed and validated a Luminex xMAP® multiplex serological assay targeting specific IgM and IgG antibodies against the SARS-CoV-2 Spike subunit 1 (S1), Spike subunit 2 (S2), Spike Receptor Binding Domain (RBD) and the Nucleocapsid Protein (NP). Blood samples collected periodically for 12 months from 43 patients diagnosed with COVID-19 in Madagascar were tested for these antibodies. A random forest algorithm was used to build a predictive model of time since infection and symptom presentation. Findings: The performance of the multiplex serological assay was evaluated for the detection of SARS-CoV-2 anti-IgG and anti-IgM antibodies. Both sensitivity and specificity were equal to 100% (89.85-100) for S1, RBD and NP (S2 had a lower specificity = 95%) for IgG at day 14 after enrolment. This multiplex assay compared with two commercialized ELISA kits, showed a higher sensitivity. Principal Component Analysis was performed on serologic data to group patients according to time of sample collection and clinical presentations. The random forest algorithm built by this approach predicted symptom presentation and time since infection with an accuracy of 87.1% (95% CI = 70.17-96.37, p-value = 0.0016), and 80% (95% CI = 61.43-92.29, p-value = 0.0001) respectively. Interpretation: This study demonstrates that the statistical model predicts time since infection and previous symptom presentation using IgM and IgG response to SARS-CoV2. This tool may be useful for global surveillance, discriminating recent- and past- SARS-CoV-2 infection, and assessing disease severity. Funding: This study was funded by the French Ministry for Europe and Foreign Affairs through the REPAIR COVID-19-Africa project coordinated by the Pasteur International Network association. WANTAI reagents were provided by WHO AFRO as part of a Sero-epidemiological "Unity" Study Grant/Award Number: 2020/1019828-0 P.O 202546047 and Initiative 5% grant n°AP-5PC–2018–03-RO. Declaration of Interest: We declare no competing interests. Ethical Approval: This study protocol obtained ethical approval from the Biomedical Research Ethics Committee of Madagascar (n°. 058/MSANP/SG/AGMED/CERBM, March 30, 2020 and amendment n°109/MSANP/SG/AGMED/CERBM, June 24, 2020).
- 1 January 2022
- Published by Elsevier in SSRN Electronic Journal
Open AccessUsing a Multiplex Serological Assay to Estimate Time Since SARS-CoV-2 Infection and Past Clinical Presentation in Malagasy Patients
Background: The world is facing a 2019 coronavirus (COVID-19) pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). In this context, efficient serological assays are needed to accurately describe the humoral responses against the virus. These tools could potentially provide temporal and clinical characteristics and are thus paramount in developing-countries lacking sufficient ongoing COVID-19 epidemic descriptions. Methods: We developed and validated a Luminex xMAP® multiplex serological assay targeting specific IgM and IgG antibodies against the SARS-CoV-2 Spike subunit 1 (S1), Spike subunit 2 (S2), Spike Receptor Binding Domain (RBD) and the Nucleocapsid Protein (NP). Blood samples collected periodically for 12 months from 43 patients diagnosed with COVID-19 in Madagascar were tested for these antibodies. A random forest algorithm was used to build a predictive model of time since infection and symptom presentation. Findings: The performance of the multiplex serological assay was evaluated for the detection of SARS-CoV-2 anti-IgG and anti-IgM antibodies. Both sensitivity and specificity were equal to 100% (89.85-100) for S1, RBD and NP (S2 had a lower specificity = 95%) for IgG at day 14 after enrolment. This multiplex assay compared with two commercialized ELISA kits, showed a higher sensitivity. Principal Component Analysis was performed on serologic data to group patients according to time of sample collection and clinical presentations. The random forest algorithm built by this approach predicted symptom presentation and time since infection with an accuracy of 87.1% (95% CI = 70.17-96.37, p-value = 0.0016), and 80% (95% CI = 61.43-92.29, p-value = 0.0001) respectively. Interpretation: This study demonstrates that the statistical model predicts time since infection and previous symptom presentation using IgM and IgG response to SARS-CoV2. This tool may be useful for global surveillance, discriminating recent- and past- SARS-CoV-2 infection, and assessing disease severity. Funding: This study was funded by the French Ministry for Europe and Foreign Affairs through the REPAIR COVID-19-Africa project coordinated by the Pasteur International Network association. WANTAI reagents were provided by WHO AFRO as part of a Sero-epidemiological "Unity" Study Grant/Award Number: 2020/1019828-0 P.O 202546047 and Initiative 5% grant n°AP-5PC–2018–03-RO. Declaration of Interest: We declare no competing interests. Ethical Approval: This study protocol obtained ethical approval from the Biomedical Research Ethics Committee of Madagascar (n°. 058/MSANP/SG/AGMED/CERBM, March 30, 2020 and amendment n°109/MSANP/SG/AGMED/CERBM, June 24, 2020).