Rafael H. M. Pereira

Rafael H. M. Pereira

orcid

Research Focus & Metrics

Academic Career Length

15Years (2012-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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21 May 2021 in Science
Verified
Journal Article
Open access
PDF file
NFNuno Rodrigues Faria
Nuno Rodrigues Faria
TMThomas A. Mellan
Thomas A. Mellan
CWCharles Whittaker
Charles Whittaker
ICIngra M. Claro
Ingra M. Claro
DCDarlan da S. Candido
Darlan da S. Candido
ESEster Cerdeira Sabino
Ester Cerdeira Sabino
Unmitigated spread in Brazil: Despite an extensive network of primary care availability, Brazil has suffered profoundly during the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic. Using daily data from state health offices, Castro et al. analyzed the pattern of spread of COVID-19 cases and deaths in the country from February to October 2020. Clusters of deaths before cases became apparent indicated unmitigated spread. SARS-CoV-2 circulated undetected in Brazil for more than a month as it spread north from Sã o Paulo. In Manaus, transmission reached unprecedented levels after a momentary respite in mid-2020. Faria et al. tracked the evolution of a new, more aggressive lineage called P.1, which has 17 mutations, including three (K417T, E484K, and N501Y) in the spike protein. After a period of accelerated evolution, this variant emerged in Brazil during November 2020. Coupled with the emergence of P.1, disease spread was accelerated by stark local inequalities and political upheaval, which compromised a prompt federal response. Science , abh1558 and abh2644, this issue p. 821 and p. 815

4 September 2020 in Science
Verified
Journal Article
Open access
DCDarlan S. Candido
Darlan S. Candido
ICIngra M. Claro
Ingra M. Claro
JJJaqueline de Jesus
Jaqueline de Jesus
William SouzaWilliam Souza
William Souza
FMFilipe Moreira
Filipe Moreira
NFNuno Rodrigues Faria
Nuno Rodrigues Faria
The spread of SARS-CoV-2 in Brazil: Brazil has been hard-hit by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic. Candido et al. combined genomic and epidemiological analyses to investigate the impact of nonpharmaceutical interventions (NPIs) in the country. By setting up a network of genomic laboratories using harmonized protocols, the researchers found a 29% positive rate for SARS-CoV-2 among collected samples. More than 100 international introductions of SARS-CoV-2 into Brazil were identified, including three clades introduced from Europe that were already well established before the implementation of NPIs and travel bans. The virus spread from urban centers to the rest of the country, along with a 25% increase in the average distance traveled by air passengers before travel bans, despite an overall drop in short-haul travel. Unfortunately, the evidence confirms that current interventions remain insufficient to keep virus transmission under control in Brazil. Science , this issue p. 1255

15 January 2021 in Science
Verified
Journal Article
Open access
PDF file
LBLewis Fletcher Buss
Lewis Fletcher Buss
CJCarlos Augusto Prete Jr.
Carlos Augusto Prete Jr.
CAClaudia M. M. Abrahim
Claudia M. M. Abrahim
AMAlfredo Mendrone
Alfredo Mendrone
TSTassila Salomon
Tassila Salomon
ESEster Cerdeira Sabino
Ester Cerdeira Sabino
Attack rate in Manaus: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) incidence peaked in Manaus, Brazil, in May 2020 with a devastating toll on the city's inhabitants, leaving its health services shattered and cemeteries overwhelmed. Buss et al. collected data from blood donors from Manaus and São Paulo, noted when transmission began to fall, and estimated the final attack rates in October 2020 (see the Perspective by Sridhar and Gurdasani). Heterogeneities in immune protection, population structure, poverty, modes of public transport, and uneven adoption of nonpharmaceutical interventions mean that despite a high attack rate, herd immunity may not have been achieved. This unfortunate city has become a sentinel for how natural population immunity could influence future transmission. Events in Manaus reveal what tragedy and harm to society can unfold if this virus is left to run its course. Science , this issue p. 288 ; see also p. 230

31 July 2020 in Nature Human Behaviour
Verified
Journal Article
Closed access
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William SouzaWilliam Souza
William Souza
LBLewis Fletcher Buss
Lewis Fletcher Buss
DCDarlan da Silva Candido
Darlan da Silva Candido
JCJean-Paul Carrera
Jean-Paul Carrera
SLSabrina Li
Sabrina Li
NFNuno Rodrigues Faria
Nuno Rodrigues Faria

4 March 2021 in Findings
Verified
Journal Article
Open access
PDF file
RPRafael H. M. Pereira
Rafael H. M. Pereira
MSMarcus Saraiva
Marcus Saraiva
DHDaniel Herszenhut
Daniel Herszenhut
CBCarlos Kaue Vieira Braga
Carlos Kaue Vieira Braga
MBMatthew Bhagat-Conway
Matthew Bhagat-Conway
Routing is a key step in transport planning and research. Nonetheless, researchers and practitioners often face challenges when performing this task due to long computation times and the cost of licensed software. R5 is a multimodal transport network router that offers multiple routing features, such as calculating travel times over a time window and returning multiple itineraries for origin/destination pairs. This paper describes r5r, an open-source R package that leverages R5 to efficiently compute travel time matrices and generate detailed itineraries between sets of origins and destinations at no expense using seamless parallel computing.