Belén Saavedra

ORCID: 0000-0002-4057-0214
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Research Areas
  • Tuberculosis Research and Epidemiology
  • Mycobacterium research and diagnosis
  • Pneumonia and Respiratory Infections
  • Diagnosis and treatment of tuberculosis
  • Pneumocystis jirovecii pneumonia detection and treatment
  • Advanced Data Processing Techniques
  • Reservoir Engineering and Simulation Methods
  • Data-Driven Disease Surveillance
  • Photoreceptor and optogenetics research
  • Computational Physics and Python Applications
  • Circadian rhythm and melatonin
  • Infectious Diseases and Tuberculosis
  • Antibiotic Resistance in Bacteria
  • Tracheal and airway disorders
  • Seismology and Earthquake Studies
  • Electromagnetic Fields and Biological Effects
  • Microbial metabolism and enzyme function
  • Meteorological Phenomena and Simulations
  • Streptococcal Infections and Treatments
  • Immunodeficiency and Autoimmune Disorders
  • Genomics and Phylogenetic Studies
  • Viral gastroenteritis research and epidemiology
  • HIV-related health complications and treatments
  • Head and Neck Surgical Oncology
  • Dialysis and Renal Disease Management

Universitat de Barcelona
2019-2025

Manhiça Health Research Centre
2017-2025

Barcelona Institute for Global Health
2019-2025

Berea College
2023-2024

NSF National Center for Atmospheric Research
2024

Metropolitan University of Technology
2024

Wellcome Sanger Institute
2024

Translational Research Institute
2021

BackgroundDespite increasing availability of rapid molecular tests for the diagnosis tuberculosis in high-burden settings, many people with are undiagnosed. Reliance on sputum as primary specimen diagnostics contributes to this diagnostic gap. We evaluated accuracy and additive yield a novel stool quantitative PCR (qPCR) assay three countries Africa high burdens.MethodsWe undertook prospective study Eswatini, Mozambique, Tanzania from Sept 21, 2020, Feb 2, 2023, compare qPCR test current...

10.1016/s2666-5247(23)00391-9 article EN cc-by-nc-nd The Lancet Microbe 2024-03-07

<sec><title>BACKGROUND</title>Low body mass index (BMI) is a globally important risk factor for TB progression. Little known about this association in people living with HIV (PLHIV) and the functional form of BMI-TB incidence curve.</sec><sec><title>METHODS</title>Secondary analysis randomised controlled trial preventive therapy among PLHIV South Africa, Mozambique, Ethiopia. Participants received 3 months weekly high-dose rifapentine-isoniazid given...

10.5588/ijtld.24.0287 article EN The International Journal of Tuberculosis and Lung Disease 2025-02-01

Abstract Traditionally, smear microscopy has been used as a point-of-care measure of bacillary burden in tuberculosis patients to inform infection control and contact tracing. Xpert MTB/RIF the potential replace smear. However, data support use its quantitative output [cycle threshold (C T )] an alternate are limited. This study assessed correlation (Spearman’s) between C , smear, culture time-to-positivity (TTP), clinical factors with Xpert-positive sputum from Mozambique (n = 238) South...

10.1038/s41598-018-23066-2 article EN cc-by Scientific Reports 2018-03-26

ABSTRACT Culturing Mycobacterium tuberculosis (MTB) from cases is the basis for many research and clinical applications. Paradoxically, it assumed to impose a diversity bottleneck, which, if true, would entail unexplored consequences. The alternative, culture-free sequencing diagnostic samples, promising but challenging approach both obtain analyse MTB genome complex sample. This study obtains high-quality genomes of sputum-culture pairs two different settings after developing workflow...

10.1101/2024.01.30.577772 preprint EN cc-by-nc bioRxiv (Cold Spring Harbor Laboratory) 2024-01-31

Tuberculosis (TB) is a major cause of mortality worldwide. Children and people living with HIV (PLHIV) have an increased risk mortality, particularly in the absence rapid diagnosis. The main challenges diagnosing TB these populations are due to unspecific paucibacillary disease presentation difficulty obtaining respiratory samples. Thus, novel diagnostic strategies, based on non-respiratory specimens could improve clinical decision making outcomes high burden settings. We propose...

10.1186/s12879-023-08708-9 article EN cc-by BMC Infectious Diseases 2024-02-21
Chad M. Centner Rahmawati Munir Elisa Tagliani Florian Rieß Philip Brown and 95 more Cindy Hayes Tania Dolby Widaad Zemanay Daniela María Cirillo Anura David Samuel G. Schumacher Claudia M. Denkinger Morten Rühwald Vinzeigh Leukes Mark P. Nicol Isak Van der Walt G Kisten Minkie Gumede A. Mace Adrian Brink Wendy Stevens Lesley Scott Adam Penn‐Nicholson Helen Cox Vinzeigh Leukes Adam Penn‐Nicholson Morten Rühwald Berra Erkoşar Samuel G. Schumacher Sunita Singh Bernard Kivuma Muhuminu Nuru Judith Mlenge Neema Shija Deogratias Bulime Dorcas Mnzava Petro Sabuni Hosiana Temba Jamali Siru Jerry Hella Jonathan Msafiri Maja Weisser Mohamed Mbaruku Mohamed Sasamalo A. S. Leonard Ambilikile Malango Annastazia Alexander Faith Komakoma Gloria Msigala Kasmir Johaness Grace Mhalu Mwajabu Hamis Priscilla Mlay Robert Ndege Sera Barasa Swalehe Masoud Theonestina Byakuzana Anange Lwilla Benedict Kayombo Chacha Mangu Christina Manyama Theodora Mbunda Elimina Siyame Issa Sabi Last Mwaipopo Nyanda Elias Ntinginya Raphael Edom Willyhelmina Olomi Délio Elísio Dinis Nguenha Edson Mambuque Joaquim Cossa Marta Cossa Neide Gomes Patricia Manjate Shilzia Munguambe Sozinho Acácio Belén Saavedra Hélio Chiconela Katia Ribeiro António Machiana Bindiya Meggi Cândido Azize Carla Madeira Celso Khosa Claudio Bila Denise Floripes Diosdélio Malamule Sofía Viegas Belén Saavedra Carole Amroune Joanna Ehrlich Lia Perez Sergi Sanz Alberto L. García‐Basteiro F. Rieß Sarah Mutuku Tejaswi Appalarowthu Lawrence O. Larson Katharina Kranzer

Abstract Background The World Health Organization–approved Xpert MTB/XDR test detects Mycobacterium tuberculosis and resistance to isoniazid, fluoroquinolones, ethionamide, injectable drugs directly in specimens. This pragmatic, laboratory-based study assessed the diagnostic accuracy feasibility of a reflex testing approach, where was performed on residual specimens previously processed for MTB/RIF Ultra. Methods Routine respiratory specimens, Ultra, were stored sample reagent buffer at...

10.1093/ofid/ofae437 article EN cc-by Open Forum Infectious Diseases 2024-07-30
Chacha Mangu Marta Cossa Robert Ndege Celso Khosa Vinzeigh Leukes and 95 more Laura de la Torre‐Pérez António Machiana Bernard Kivuma Dorcas Mnzava Craysophy Zachariah Patricia Manjate Elisa Tagliani Claudia Schacht J. Buech Sunita Singh Joanna Ehrlich F. Rieß Sergi Sanz Katharina Kranzer Helen Cox Issa Sabi Dinis Nguenha Bindiya Meggi Maja Weisser Nyanda Elias Ntinginya Samuel G. Schumacher Morten Rühwald Adam Penn‐Nicholson Alberto L. García‐Basteiro Berra Erkoşar Muhuminu Nuru Mahmud Mahmud Neema Shija Deogratias Bulime Petro Sabuni Hosiana Temba Jamali Siru Jerry Hella Jonathan Msafiri Mohamed Mbaruku Mohamed Sasamalo A. S. Leonard Ambilikile Malango Annastazia Alexander Faith Komakoma Gloria Msigala Kasmir Johaness Grace Mhalu Mwajabu Hamis Priscilla Mlay Sera Barasa Swalehe Masoud Theonestina Byakuzana Anange Lwilla Pauline Sylvester Emanuel Sichone Subira Wailes Bariki Mtafya Abisai Kisinda M Martine Regino Mgaya Christina Manyama Theodora Mbunda Elimina Siyame Last Mwaipopo Nyanda Elias Ntinginya Raphael Edom Willyhelmina Olomi Délio Elísio Edson Mambuque Joaquim Cossa Neide Gomes Shilzia Munguambe Sozinho Acácio Hélio Chiconela Katia Ribeiro Carla Madeira Daniel Machavae Emelva Manhiça Onélia Guiliche Diosdélio Malamule Sofía Viegas Belén Saavedra Carlos Fernández‐Escobar Michael Hoelscher Norbert Heinrich Leyla Larsson María del Mar Castro Claudia M. Denkinger Saima Arif Daniela María Cirillo Federico Di Marco Virginia Batignani Akash Malhotra David W. Dowdy Caroline Stöhr Marguerite Massinga Loembé Pascale Ondoa Nqobile Ndlovu Fumbani Brown

Tuberculosis (TB) is an important cause of morbidity and mortality among people living with HIV (PLHIV). Current WHO-recommended strategies for diagnosing TB hospitalized PLHIV rely on symptom screening disease severity to assess eligibility urine lipoarabinomannan lateral flow (LF-LAM) molecular testing. Despite these recommendations, autopsy studies show a large burden undiagnosed admitted PLHIV. The EXULTANT trial aims the impact expanded strategy using three specimens (sputum, stool,...

10.1186/s12879-024-09651-z article EN cc-by-nc-nd BMC Infectious Diseases 2024-08-15

Abstract Robust quantification of predictive uncertainty is a critical addition needed for machine learning applied to weather and climate problems improve the understanding what driving prediction sensitivity. Ensembles models provide estimates in conceptually simple way but require multiple training prediction, increasing computational cost latency. Parametric deep can estimate with one model by predicting parameters probability distribution does not account epistemic uncertainty....

10.1175/aies-d-23-0093.1 article EN other-oa Artificial Intelligence for the Earth Systems 2024-10-01

Simple effective tools to monitor the long treatment of tuberculosis (TB) are lacking. Easily measured host derived biomarkers have been identified but need be validated in larger studies and different population groups. Here we investigate early response IP-10 levels (between day 0 7 TB therapy) identify bacteriological status at diagnosis among 127 HIV-infected patients starting treatment. All participants were then classified as responding or not blindly using a previously described...

10.1038/s41598-017-13785-3 article EN cc-by Scientific Reports 2017-10-24

Abstract Tuberculosis (TB) misdiagnosis remains a public health concern, especially among people living with HIV (PLHIV), given the high mortality associated missed TB diagnoses. The main objective of this study was to describe all-cause mortality, incidence rates and their risk factors in cohort PLHIV presumptive whom initially ruled out. We retrospectively followed over 2 year-period rural district Southern Mozambique. During period 382 were followed-up. Mortality rate 6.8/100 person-years...

10.1038/s41598-020-71784-3 article EN cc-by Scientific Reports 2020-09-22

Aims We present a field evaluation of the diagnostic accuracy Xpert MTB/RIF (“Xpert”) and Ultra (“Ultra”) using two cohorts in high tuberculosis/HIV burden setting Southern Mozambique. Methods Single respiratory specimens from symptomatic adults accessing healthcare services (passive case finding (PCF) cohort) household community close contacts (active (ACF) were tested by smear microscopy, culture, Ultra. Liquid solid culture served as composite reference standard. explored impact trace...

10.1183/13993003.00257-2021 article EN European Respiratory Journal 2021-06-17

Genomic studies of the Mycobacterium tuberculosis complex (MTBC) might shed light on dynamics its transmission, especially in high-burden settings, where recent outbreaks are embedded natural history disease. To this end, we conducted a 1 year prospective surveillance-based study Mozambique. We applied whole-genome sequencing (WGS) to 295 positive cultures. fully characterized MTBC isolates by phylogenetics and dating evaluation, carried out molecular epidemiology analysis investigate...

10.1099/mgen.0.000844 article EN cc-by Microbial Genomics 2022-07-05

Mozambique, one of the world's high tuberculosis (TB) burden countries, has conducted only national-level drug resistance survey, in 2007-2008.To determine patterns laboratory-confirmed TB cases.This was a population-level survey over 1-year period district Manhiça. All cases were evaluated for first-line anti-tuberculosis susceptibility testing using liquid culture.Resistance to at least observed 44 276 isolates (15.9%). Prevalence each five drugs tested 4.0% streptomycin, 10.1% isoniazid...

10.5588/ijtld.16.0694 article EN The International Journal of Tuberculosis and Lung Disease 2017-04-01

Abstract Introduction AIDS‐mortality remains unacceptably high in sub‐Saharan Africa, largely driven by advanced HIV disease (AHD). We nested a study an existing tuberculosis (TB) contact‐tracing intervention (Xpatial‐TB). The aim was to assess the burden of AHD among high‐risk people living with (PLHIV) identified and evaluate provision WHO‐recommended package care this population. Methods All PLHIV ≥14 years old between June December 2018 Manhiça District Xpatial‐TB were offered...

10.1002/jia2.25775 article EN Journal of the International AIDS Society 2021-08-01

Abstract Multidrug-resistant(MDR) tuberculosis in Southern Africa is of great concern, exacerbated by the spread a clone harboring mutation missed Xpert Ultra. In Mozambique, presence such and rising cases non-MDR isoniazid resistance highlights need to ensure accurate detection antimicrobial-resistance country.

10.1093/cid/ciad684 article EN cc-by Clinical Infectious Diseases 2023-12-04

ABSTRACT Skatole is an aromatic heterocyclic compound with a strong offensive odor, produced by microorganisms during the anaerobic breakdown of tryptophan. accumulation linked to environmental and health issues. Despite its persistence harmful effects, skatole’s biodegradation poorly understood. We have recently isolated gram-positive bacterium, Rhodococcus ruber R1, which uses skatole as sole carbon energy source. Here we report operon consisting 14 genes encoding oxygenase systems...

10.1101/2024.12.29.630347 preprint EN cc-by bioRxiv (Cold Spring Harbor Laboratory) 2024-12-29

Prompt diagnosis is critical for tuberculosis (TB) control, as it enables early treatment which in turn, reduces transmission and improves outcomes. We investigated the impact on TB of introducing Xpert Ultra frontline diagnostic test, combined with an innovative active-case finding (ACF) strategy (based semi-quantitative results spatial parameters), a semi-rural district Southern Mozambique. From January-December 2018 we recruited incident TB-cases (index cases, ICs) their household...

10.1371/journal.pgph.0002789 article EN cc-by PLOS Global Public Health 2024-02-09

Artificial light at night (ALAN) changes animal behavior in multiple invertebrates and vertebrates can result decreased fitness. However, ALAN effects have not been studied European honey bees (Apis mellifera), an important pollinator which foragers show strong circadian rhythmicity. Colonies be exposed to swarm clusters, when cluster outside the nest on hot days evenings, and, limited cases, they build nests open. We captured maintained incubated cages subjected them constant (LL), dark...

10.1038/s41598-024-73378-9 article EN cc-by Scientific Reports 2024-11-12

In several low-income countries, the transport of sputa could take up to one week reach laboratories, resulting in increased contamination rates and a loss growth. The aim this study was evaluate effect OMNIgene-SPUTUM preserving Mycobacterium tuberculosis on sputum samples simulating three hypothetical scenarios for conservation and/or decontamination: (1) mixed with OMN conserved at room temperature five days then processed culture (OMN); (2) cultures followed routine standing operating...

10.3390/tropicalmed8070367 article EN cc-by Tropical Medicine and Infectious Disease 2023-07-17

Robust quantification of predictive uncertainty is critical for understanding factors that drive weather and climate outcomes. Ensembles provide estimates can be decomposed physically, but both physics machine learning ensembles are computationally expensive. Parametric deep estimate with one model by predicting the parameters a probability distribution do not account epistemic uncertainty.. Evidential learning, technique extends parametric to higher-order distributions, aleatoric model....

10.48550/arxiv.2309.13207 preprint EN cc-by arXiv (Cornell University) 2023-01-01
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