From dbe9e46421338a6d6041eea82431a03b611ce23e Mon Sep 17 00:00:00 2001 From: Miguel Paredes Date: Fri, 18 Oct 2024 13:58:08 -0400 Subject: [PATCH 01/11] creating oropouche blog post and adding in associated images --- ...-06-18-oropouche-analysis-and-resources.md | 63 +++++++++++++++++++ 1 file changed, 63 insertions(+) create mode 100644 static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md diff --git a/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md b/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md new file mode 100644 index 000000000..b427112af --- /dev/null +++ b/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md @@ -0,0 +1,63 @@ +--- +author: "Miguel Paredes, James Hadfield, John Anderson, Jover Lee, Trevor Bedford" +date: "2024-10-18" +title: "Phylogenetic analysis of Oropuche Virus" +sidebarTitle: "Oropouche Phylogenetic Analysis and Resources" +--- + +# Phylogenetic analysis + +[Oropouche virus](https://www.sciencedirect.com/science/article/pii/S016817022400011X#sec0003) is a segmented, negative-sense, single-stranded RNA virus from the Orthobunyavirus genus. It is the causative agent of Oropouche fever: an often self-limited, non-specific disease characterized by headache, arthralgia, myalgia, nausea, vomiting, chills, and/or photophobia. Oropouche virus is maintained primarily through an enzootic cycle between pale-throated sloths (Bradypus tridactylus), non-human primates and other wild mammals via transmission through Culicoides paraensis midges, with urbanization contributing to the rise of human cases acquired through the same arthropod vector (**Fig. 1**). + + +[![fig1](img/oropouche_host_view.png)](https://nextstrain.org/oropouche/L?c=host) +**Figure 1. Time-resolved phylogeny for the L segment highlighting the host the sequence was acquired from.** 98% of sequences in our sample are human, so we have very limited information into the host reservoir dynamics. + +Since its original description in 1955 in Trinidad and Tobago, Oropouche virus has caused multiple local outbreaks throughout Latin America, primarily in Amazonian states of Brazil (**Fig. 2**). + +[![fig2](img/oropouche_country_map.png)](https://nextstrain.org/oropouche/L?p=grid) +**Figure 2. Geographic spread of Oropouche virus in the Americas.** + +Since late 2023, however, there has been a documented increase in local cases not only in Brazil but also in Cuba, Bolivia, Colombia, Peru, as well as travel-associated cases not only throughout the Americas but in Europe as well. [In 2024 alone](https://www.paho.org/en/documents/epidemiological-update-oropouche-americas-region-6-september-2024), there have been more than 9,800 confirmed cases, including two deaths. We find the majority of cases in 2023-2024 nested within the diversity of the viruses sampled in Brazil, suggesting Brazil as a main source (**Fig. 3**). Alternatively, we also see [evidence of a separate, ongoing lineage in Peru.](https://nextstrain.org/staging/oropouche/L?f_country=Peru) + + +[![fig3](img/oropouche_recent_seqs.png)](https://nextstrain.org/oropouche/L?dmin=1986-01-01&p=full) +**Figure 3. L segment tree shows the 2023-2024 sequences from Brazil clustering together.** Sequences from Cuba, Colombia and Ecuador nest within the diversity of this Brazilian clade. Concurrently, we also see an ongoing lineage in Peru that is separate from the Brazilian clade. + +Oropouche virus has a segmented genome made up of the L (Large), M (Medium), and S (Small) segments; phylogenetic trees for these segments are constructed independently: +[https://nextstrain.org/oropouche/L](https://nextstrain.org/oropouche/L) +[https://nextstrain.org/oropouche/M](https://nextstrain.org/oropouche/M) +[https://nextstrain.org/oropouche/S] (https://nextstrain.org/oropouche/S) + +The segmented nature of Oropouche virus allows for genetic reassortment events. Similarly to [Gutierrez et al.](https://pmc.ncbi.nlm.nih.gov/articles/PMC7022353/), all three phylogenies display topographical differences, suggesting the presence of reassortment events on the genome. For example, while the phylogenies of the L and M segments show more robust clustering of the sequences from Brazil throughout time, the S segment phylogeny shows the Brazil sequences scattered throughout the tree (**Fig. 4**). If we focus on the most recent sequences from 2022-2024, however, we do find more robust clustering of the sequences from Brazil, similar to the results presented by [Naveca et al](https://www.nature.com/articles/s41591-024-03300-3). + + +[![fig4](img/oropouche_s_and_m_segment.png)](https://nextstrain.org/oropouche/M:oropouche/S) +**Figure 4. Comparison of the M and S segment trees shows distinct topographical differences, suggesting the presence of reassortment events.** + + +We can track the co-evolution of the Oropouche segments via tanglegrams. For example, if we focus on the L and M segments (**Fig. 5**), we can see evidence of at least two recombination events. + + +[![fig5](img/oropouche_tanglegram.png)](https://nextstrain.org/oropouche/L:oropouche/M) +**Figure 5. Tanglegram of L and M segments.** + +# Nextstrain resources + +## Curated sequences and metadata + +We curate sequence data and metadata from NCBI as the starting point for our analyses. Curated sequences and metadata are available as flat files at: +L segment +- [data.nextstrain.org/files/workflows/oropouche/L/sequences.fasta.zst](data.nextstrain.org/files/workflows/oropouche/L/sequences.fasta.zst) +- [data.nextstrain.org/files/workflows/oropouche/L/metadata.tsv.zst](data.nextstrain.org/files/workflows/oropouche/L/metadata.tsv.zst) +M segment +- [data.nextstrain.org/files/workflows/oropouche/M/sequences.fasta.zst](data.nextstrain.org/files/workflows/oropouche/M/sequences.fasta.zst) +- [data.nextstrain.org/files/workflows/oropouche/M/metadata.tsv.zst](data.nextstrain.org/files/workflows/oropouche/M/metadata.tsv.zst) +S segment +- [data.nextstrain.org/files/workflows/oropouche/S/sequences.fasta.zst](data.nextstrain.org/files/workflows/oropouche/S/sequences.fasta.zst) +- [data.nextstrain.org/files/workflows/oropouche/S/metadata.tsv.zst](data.nextstrain.org/files/workflows/oropouche/S/metadata.tsv.zst +) + +# Acknowledgements + +We gratefully acknowledge the authors, originating and submitting laboratories of the genetic sequences and metadata for sharing their work. Many of the recent sequences come from various publications and preprints, such as [Naveca et al.](https://www.nature.com/articles/s41591-024-03300-3), [Scachetti et al.](https://www.medrxiv.org/content/10.1101/2024.07.27.24310296v1.full), [Iani et al.](https://www.medrxiv.org/content/10.1101/2024.08.02.24311415v2.full), among others. From f4011a527682792c01477051e6450c52a10f8569 Mon Sep 17 00:00:00 2001 From: Miguel Paredes Date: Fri, 18 Oct 2024 14:00:53 -0400 Subject: [PATCH 02/11] adding in associated images that werent staged in the last commit --- .../public/blog/img/oropouche_country_map.png | Bin 0 -> 509986 bytes .../public/blog/img/oropouche_host_view.png | Bin 0 -> 298700 bytes .../public/blog/img/oropouche_recent_seqs.png | Bin 0 -> 1122772 bytes .../blog/img/oropouche_s_and_m_segment.png | Bin 0 -> 517895 bytes .../public/blog/img/oropouche_tanglegram.png | Bin 0 -> 855002 bytes 5 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 static-site/public/blog/img/oropouche_country_map.png create mode 100644 static-site/public/blog/img/oropouche_host_view.png create mode 100644 static-site/public/blog/img/oropouche_recent_seqs.png create mode 100644 static-site/public/blog/img/oropouche_s_and_m_segment.png create mode 100644 static-site/public/blog/img/oropouche_tanglegram.png diff --git 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zQ%#cgYib0%pRo7QrpGKmv@=G)%*PMTL1j>FJHVR@RzA=Eqvb$Dh8ke8{M86r*Sgc Date: Fri, 18 Oct 2024 14:04:32 -0400 Subject: [PATCH 03/11] small written edit --- .../content/blog/2024-06-18-oropouche-analysis-and-resources.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md b/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md index b427112af..1cb149ba3 100644 --- a/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md +++ b/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md @@ -33,7 +33,7 @@ The segmented nature of Oropouche virus allows for genetic reassortment events. [![fig4](img/oropouche_s_and_m_segment.png)](https://nextstrain.org/oropouche/M:oropouche/S) -**Figure 4. Comparison of the M and S segment trees shows distinct topographical differences, suggesting the presence of reassortment events.** +**Figure 4. Comparison of the M (top) and S (bottom) segment trees shows distinct topographical differences, suggesting the presence of reassortment events.** We can track the co-evolution of the Oropouche segments via tanglegrams. For example, if we focus on the L and M segments (**Fig. 5**), we can see evidence of at least two recombination events. From c727d04d9bc3fd9670abbc3b13a223a70b3b99ed Mon Sep 17 00:00:00 2001 From: Miguel Paredes Date: Fri, 18 Oct 2024 14:13:44 -0400 Subject: [PATCH 04/11] more textual edits --- .../2024-06-18-oropouche-analysis-and-resources.md | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md b/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md index 1cb149ba3..f4b5c3ebd 100644 --- a/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md +++ b/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md @@ -25,9 +25,9 @@ Since late 2023, however, there has been a documented increase in local cases no **Figure 3. L segment tree shows the 2023-2024 sequences from Brazil clustering together.** Sequences from Cuba, Colombia and Ecuador nest within the diversity of this Brazilian clade. Concurrently, we also see an ongoing lineage in Peru that is separate from the Brazilian clade. Oropouche virus has a segmented genome made up of the L (Large), M (Medium), and S (Small) segments; phylogenetic trees for these segments are constructed independently: -[https://nextstrain.org/oropouche/L](https://nextstrain.org/oropouche/L) -[https://nextstrain.org/oropouche/M](https://nextstrain.org/oropouche/M) -[https://nextstrain.org/oropouche/S] (https://nextstrain.org/oropouche/S) +- [https://nextstrain.org/oropouche/L](https://nextstrain.org/oropouche/L) +- [https://nextstrain.org/oropouche/M](https://nextstrain.org/oropouche/M) +- [https://nextstrain.org/oropouche/S] (https://nextstrain.org/oropouche/S) The segmented nature of Oropouche virus allows for genetic reassortment events. Similarly to [Gutierrez et al.](https://pmc.ncbi.nlm.nih.gov/articles/PMC7022353/), all three phylogenies display topographical differences, suggesting the presence of reassortment events on the genome. For example, while the phylogenies of the L and M segments show more robust clustering of the sequences from Brazil throughout time, the S segment phylogeny shows the Brazil sequences scattered throughout the tree (**Fig. 4**). If we focus on the most recent sequences from 2022-2024, however, we do find more robust clustering of the sequences from Brazil, similar to the results presented by [Naveca et al](https://www.nature.com/articles/s41591-024-03300-3). @@ -47,13 +47,19 @@ We can track the co-evolution of the Oropouche segments via tanglegrams. For exa ## Curated sequences and metadata We curate sequence data and metadata from NCBI as the starting point for our analyses. Curated sequences and metadata are available as flat files at: + L segment + - [data.nextstrain.org/files/workflows/oropouche/L/sequences.fasta.zst](data.nextstrain.org/files/workflows/oropouche/L/sequences.fasta.zst) - [data.nextstrain.org/files/workflows/oropouche/L/metadata.tsv.zst](data.nextstrain.org/files/workflows/oropouche/L/metadata.tsv.zst) + M segment + - [data.nextstrain.org/files/workflows/oropouche/M/sequences.fasta.zst](data.nextstrain.org/files/workflows/oropouche/M/sequences.fasta.zst) - [data.nextstrain.org/files/workflows/oropouche/M/metadata.tsv.zst](data.nextstrain.org/files/workflows/oropouche/M/metadata.tsv.zst) + S segment + - [data.nextstrain.org/files/workflows/oropouche/S/sequences.fasta.zst](data.nextstrain.org/files/workflows/oropouche/S/sequences.fasta.zst) - [data.nextstrain.org/files/workflows/oropouche/S/metadata.tsv.zst](data.nextstrain.org/files/workflows/oropouche/S/metadata.tsv.zst ) From b3adcdd13fd4f63abd967b7ed861be5f366d17a4 Mon Sep 17 00:00:00 2001 From: Miguel Paredes Date: Fri, 18 Oct 2024 14:32:27 -0400 Subject: [PATCH 05/11] one more edit to fix a link --- .../content/blog/2024-06-18-oropouche-analysis-and-resources.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md b/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md index f4b5c3ebd..98f1144c0 100644 --- a/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md +++ b/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md @@ -27,7 +27,7 @@ Since late 2023, however, there has been a documented increase in local cases no Oropouche virus has a segmented genome made up of the L (Large), M (Medium), and S (Small) segments; phylogenetic trees for these segments are constructed independently: - [https://nextstrain.org/oropouche/L](https://nextstrain.org/oropouche/L) - [https://nextstrain.org/oropouche/M](https://nextstrain.org/oropouche/M) -- [https://nextstrain.org/oropouche/S] (https://nextstrain.org/oropouche/S) +- [https://nextstrain.org/oropouche/S](https://nextstrain.org/oropouche/S) The segmented nature of Oropouche virus allows for genetic reassortment events. Similarly to [Gutierrez et al.](https://pmc.ncbi.nlm.nih.gov/articles/PMC7022353/), all three phylogenies display topographical differences, suggesting the presence of reassortment events on the genome. For example, while the phylogenies of the L and M segments show more robust clustering of the sequences from Brazil throughout time, the S segment phylogeny shows the Brazil sequences scattered throughout the tree (**Fig. 4**). If we focus on the most recent sequences from 2022-2024, however, we do find more robust clustering of the sequences from Brazil, similar to the results presented by [Naveca et al](https://www.nature.com/articles/s41591-024-03300-3). From 9463e139e4e67788214d9fc8c2ed2eb538bdfede Mon Sep 17 00:00:00 2001 From: Miguel Paredes <49921139+miparedes@users.noreply.github.com> Date: Tue, 22 Oct 2024 13:39:28 -0400 Subject: [PATCH 06/11] Update static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md Co-authored-by: John SJ Anderson --- .../content/blog/2024-06-18-oropouche-analysis-and-resources.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md b/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md index 98f1144c0..877505c86 100644 --- a/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md +++ b/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md @@ -1,5 +1,5 @@ --- -author: "Miguel Paredes, James Hadfield, John Anderson, Jover Lee, Trevor Bedford" +author: "Miguel Paredes, James Hadfield, John SJ Anderson, Jover Lee, Trevor Bedford" date: "2024-10-18" title: "Phylogenetic analysis of Oropuche Virus" sidebarTitle: "Oropouche Phylogenetic Analysis and Resources" From 0b9fa770f7236abe68b3790c712acb19c9db796c Mon Sep 17 00:00:00 2001 From: Miguel Paredes <49921139+miparedes@users.noreply.github.com> Date: Tue, 22 Oct 2024 13:39:38 -0400 Subject: [PATCH 07/11] Update static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md Co-authored-by: John SJ Anderson --- .../content/blog/2024-06-18-oropouche-analysis-and-resources.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md b/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md index 877505c86..47fb94144 100644 --- a/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md +++ b/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md @@ -7,7 +7,7 @@ sidebarTitle: "Oropouche Phylogenetic Analysis and Resources" # Phylogenetic analysis -[Oropouche virus](https://www.sciencedirect.com/science/article/pii/S016817022400011X#sec0003) is a segmented, negative-sense, single-stranded RNA virus from the Orthobunyavirus genus. It is the causative agent of Oropouche fever: an often self-limited, non-specific disease characterized by headache, arthralgia, myalgia, nausea, vomiting, chills, and/or photophobia. Oropouche virus is maintained primarily through an enzootic cycle between pale-throated sloths (Bradypus tridactylus), non-human primates and other wild mammals via transmission through Culicoides paraensis midges, with urbanization contributing to the rise of human cases acquired through the same arthropod vector (**Fig. 1**). +[Oropouche virus](https://www.sciencedirect.com/science/article/pii/S016817022400011X#sec0003) is a segmented, negative-sense, single-stranded RNA virus from the Orthobunyavirus genus. It is the causative agent of Oropouche fever: an often self-limited, non-specific disease characterized by headache, arthralgia, myalgia, nausea, vomiting, chills, and/or photophobia. Oropouche virus is maintained primarily through an enzootic cycle between pale-throated sloths (_Bradypus tridactylus_), non-human primates and other wild mammals via transmission through _Culicoides paraensis_ midges, with urbanization contributing to the rise of human cases acquired through the same arthropod vector (**Fig. 1**). [![fig1](img/oropouche_host_view.png)](https://nextstrain.org/oropouche/L?c=host) From b3ef9d9ea6962615dac87a9bc554a753b34b4f8d Mon Sep 17 00:00:00 2001 From: Miguel Paredes Date: Tue, 22 Oct 2024 13:52:00 -0400 Subject: [PATCH 08/11] adding in an introductory paragraph and fixing the date in the filename --- ...rces.md => 2024-10-22-oropouche-analysis-and-resources.md} | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) rename static-site/content/blog/{2024-06-18-oropouche-analysis-and-resources.md => 2024-10-22-oropouche-analysis-and-resources.md} (93%) diff --git a/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md b/static-site/content/blog/2024-10-22-oropouche-analysis-and-resources.md similarity index 93% rename from static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md rename to static-site/content/blog/2024-10-22-oropouche-analysis-and-resources.md index 47fb94144..2ee4585aa 100644 --- a/static-site/content/blog/2024-06-18-oropouche-analysis-and-resources.md +++ b/static-site/content/blog/2024-10-22-oropouche-analysis-and-resources.md @@ -1,10 +1,12 @@ --- author: "Miguel Paredes, James Hadfield, John SJ Anderson, Jover Lee, Trevor Bedford" date: "2024-10-18" -title: "Phylogenetic analysis of Oropuche Virus" +title: "Phylogenetic analysis of Oropouche virus" sidebarTitle: "Oropouche Phylogenetic Analysis and Resources" --- +We are pleased to announce the availability of an Oropouche phylogenetic analysis and dataset on Nextstrain.org, which is possible thanks to the rapid public sharing of sequences and metadata. Below describes an overview of Oropouche virus and a description of the phylogenetic analysis. We welcome feedback from Oropouche researchers about any aspects of this analysis and dataset. + # Phylogenetic analysis [Oropouche virus](https://www.sciencedirect.com/science/article/pii/S016817022400011X#sec0003) is a segmented, negative-sense, single-stranded RNA virus from the Orthobunyavirus genus. It is the causative agent of Oropouche fever: an often self-limited, non-specific disease characterized by headache, arthralgia, myalgia, nausea, vomiting, chills, and/or photophobia. Oropouche virus is maintained primarily through an enzootic cycle between pale-throated sloths (_Bradypus tridactylus_), non-human primates and other wild mammals via transmission through _Culicoides paraensis_ midges, with urbanization contributing to the rise of human cases acquired through the same arthropod vector (**Fig. 1**). 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zQ%#cgYib0%pRo7QrpGKmv@=G)%*PMTL1j>FJHVR@RzA=Eqvb$Dh8ke8{M86r*Sgc Date: Tue, 22 Oct 2024 11:41:06 -0700 Subject: [PATCH 10/11] Oropouche blog post: Clean up link outs I like highlighting that there's a specific URL that corresponds to the viz shown in the screenshot. I've added these as "Available as..." to each figure legend. Also, I've cleaned up some of these URLs. For example `p=grid` vs `p=full` will interact strongly with the user's current screen width, eg, you don't want a link to `p=grid` on a phone. Better to just leave these out. Also, the M and S figure is showing separate trees rather than tanglegram. I just removed `dmin=1986-01-01`. This is not what the figure is showing. Unfortunately we don't have a way to directly link to this zoomed clade. If we wanted this we could add an "outbreak" (or something else) clade label, but I don't think it's terribly important. Also, I removed white-space in line endings. --- ...-10-22-oropouche-analysis-and-resources.md | 35 ++++++++----------- 1 file changed, 15 insertions(+), 20 deletions(-) diff --git a/static-site/content/blog/2024-10-22-oropouche-analysis-and-resources.md b/static-site/content/blog/2024-10-22-oropouche-analysis-and-resources.md index 2ee4585aa..0254599ea 100644 --- a/static-site/content/blog/2024-10-22-oropouche-analysis-and-resources.md +++ b/static-site/content/blog/2024-10-22-oropouche-analysis-and-resources.md @@ -5,44 +5,39 @@ title: "Phylogenetic analysis of Oropouche virus" sidebarTitle: "Oropouche Phylogenetic Analysis and Resources" --- -We are pleased to announce the availability of an Oropouche phylogenetic analysis and dataset on Nextstrain.org, which is possible thanks to the rapid public sharing of sequences and metadata. Below describes an overview of Oropouche virus and a description of the phylogenetic analysis. We welcome feedback from Oropouche researchers about any aspects of this analysis and dataset. +We are pleased to announce the availability of an Oropouche phylogenetic analysis and dataset on Nextstrain.org, which is possible thanks to the rapid public sharing of sequences and metadata. Below describes an overview of Oropouche virus and a description of the phylogenetic analysis. We welcome feedback from Oropouche researchers about any aspects of this analysis and dataset. # Phylogenetic analysis [Oropouche virus](https://www.sciencedirect.com/science/article/pii/S016817022400011X#sec0003) is a segmented, negative-sense, single-stranded RNA virus from the Orthobunyavirus genus. It is the causative agent of Oropouche fever: an often self-limited, non-specific disease characterized by headache, arthralgia, myalgia, nausea, vomiting, chills, and/or photophobia. Oropouche virus is maintained primarily through an enzootic cycle between pale-throated sloths (_Bradypus tridactylus_), non-human primates and other wild mammals via transmission through _Culicoides paraensis_ midges, with urbanization contributing to the rise of human cases acquired through the same arthropod vector (**Fig. 1**). - [![fig1](img/oropouche_host_view.png)](https://nextstrain.org/oropouche/L?c=host) -**Figure 1. Time-resolved phylogeny for the L segment highlighting the host the sequence was acquired from.** 98% of sequences in our sample are human, so we have very limited information into the host reservoir dynamics. +**Figure 1. Time-resolved phylogeny for the L segment colored by the host the sample was acquired from.** 98% of sequences in our sample are human, so we have very limited information into the host reservoir dynamics. Available as [nextstrain.org/oropouche/L?c=host](https://nextstrain.org/oropouche/L?c=host). Since its original description in 1955 in Trinidad and Tobago, Oropouche virus has caused multiple local outbreaks throughout Latin America, primarily in Amazonian states of Brazil (**Fig. 2**). -[![fig2](img/oropouche_country_map.png)](https://nextstrain.org/oropouche/L?p=grid) -**Figure 2. Geographic spread of Oropouche virus in the Americas.** - -Since late 2023, however, there has been a documented increase in local cases not only in Brazil but also in Cuba, Bolivia, Colombia, Peru, as well as travel-associated cases not only throughout the Americas but in Europe as well. [In 2024 alone](https://www.paho.org/en/documents/epidemiological-update-oropouche-americas-region-6-september-2024), there have been more than 9,800 confirmed cases, including two deaths. We find the majority of cases in 2023-2024 nested within the diversity of the viruses sampled in Brazil, suggesting Brazil as a main source (**Fig. 3**). Alternatively, we also see [evidence of a separate, ongoing lineage in Peru.](https://nextstrain.org/staging/oropouche/L?f_country=Peru) +[![fig2](img/oropouche_country_map.png)](https://nextstrain.org/oropouche/L) +**Figure 2. Geographic spread of Oropouche virus in the Americas.** Available as [nextstrain.org/oropouche/L](https://nextstrain.org/oropouche/L). +Since late 2023, however, there has been a documented increase in local cases not only in Brazil but also in Cuba, Bolivia, Colombia, Peru, as well as travel-associated cases not only throughout the Americas but in Europe as well. [In 2024 alone](https://www.paho.org/en/documents/epidemiological-update-oropouche-americas-region-6-september-2024), there have been more than 9,800 confirmed cases, including two deaths. We find the majority of cases in 2023-2024 nested within the diversity of the viruses sampled in Brazil, suggesting Brazil as a main source (**Fig. 3**). Alternatively, we also see [evidence of a separate, ongoing lineage in Peru.](https://nextstrain.org/staging/oropouche/L?f_country=Peru) -[![fig3](img/oropouche_recent_seqs.png)](https://nextstrain.org/oropouche/L?dmin=1986-01-01&p=full) -**Figure 3. L segment tree shows the 2023-2024 sequences from Brazil clustering together.** Sequences from Cuba, Colombia and Ecuador nest within the diversity of this Brazilian clade. Concurrently, we also see an ongoing lineage in Peru that is separate from the Brazilian clade. +[![fig3](img/oropouche_recent_seqs.png)](https://nextstrain.org/oropouche/L) +**Figure 3. L segment tree shows the 2023-2024 sequences from Brazil clustering together.** Sequences from Cuba, Colombia and Ecuador nest within the diversity of this Brazilian clade. Concurrently, we also see an ongoing lineage in Peru that is separate from the Brazilian clade. Available as [nextstrain.org/oropouche/L](https://nextstrain.org/oropouche/L). -Oropouche virus has a segmented genome made up of the L (Large), M (Medium), and S (Small) segments; phylogenetic trees for these segments are constructed independently: -- [https://nextstrain.org/oropouche/L](https://nextstrain.org/oropouche/L) -- [https://nextstrain.org/oropouche/M](https://nextstrain.org/oropouche/M) +Oropouche virus has a segmented genome made up of the L (Large), M (Medium), and S (Small) segments; phylogenetic trees for these segments are constructed independently: +- [https://nextstrain.org/oropouche/L](https://nextstrain.org/oropouche/L) +- [https://nextstrain.org/oropouche/M](https://nextstrain.org/oropouche/M) - [https://nextstrain.org/oropouche/S](https://nextstrain.org/oropouche/S) -The segmented nature of Oropouche virus allows for genetic reassortment events. Similarly to [Gutierrez et al.](https://pmc.ncbi.nlm.nih.gov/articles/PMC7022353/), all three phylogenies display topographical differences, suggesting the presence of reassortment events on the genome. For example, while the phylogenies of the L and M segments show more robust clustering of the sequences from Brazil throughout time, the S segment phylogeny shows the Brazil sequences scattered throughout the tree (**Fig. 4**). If we focus on the most recent sequences from 2022-2024, however, we do find more robust clustering of the sequences from Brazil, similar to the results presented by [Naveca et al](https://www.nature.com/articles/s41591-024-03300-3). - - -[![fig4](img/oropouche_s_and_m_segment.png)](https://nextstrain.org/oropouche/M:oropouche/S) -**Figure 4. Comparison of the M (top) and S (bottom) segment trees shows distinct topographical differences, suggesting the presence of reassortment events.** +The segmented nature of Oropouche virus allows for genetic reassortment events. Similarly to [Gutierrez et al.](https://pmc.ncbi.nlm.nih.gov/articles/PMC7022353/), all three phylogenies display topographical differences, suggesting the presence of reassortment events on the genome. For example, while the phylogenies of the L and M segments show more robust clustering of the sequences from Brazil throughout time, the S segment phylogeny shows the Brazil sequences scattered throughout the tree (**Fig. 4**). If we focus on the most recent sequences from 2022-2024, however, we do find more robust clustering of the sequences from Brazil, similar to the results presented by [Naveca et al](https://www.nature.com/articles/s41591-024-03300-3). +[![fig4](img/oropouche_s_and_m_segment.png)](https://nextstrain.org/oropouche/M) +**Figure 4. Comparison of the M (top) and S (bottom) segment trees shows distinct topographical differences, suggesting the presence of reassortment events.** Available as [nextstrain.org/oropouche/M](https://nextstrain.org/oropouche/M) and [nextstrain.org/oropouche/S](https://nextstrain.org/oropouche/S) respectively. We can track the co-evolution of the Oropouche segments via tanglegrams. For example, if we focus on the L and M segments (**Fig. 5**), we can see evidence of at least two recombination events. - [![fig5](img/oropouche_tanglegram.png)](https://nextstrain.org/oropouche/L:oropouche/M) -**Figure 5. Tanglegram of L and M segments.** +**Figure 5. Tanglegram of L and M segments.** Available as [nextstrain.org/oropouche/L:oropouche/M](https://nextstrain.org/oropouche/L:oropouche/M). # Nextstrain resources @@ -68,4 +63,4 @@ S segment # Acknowledgements -We gratefully acknowledge the authors, originating and submitting laboratories of the genetic sequences and metadata for sharing their work. Many of the recent sequences come from various publications and preprints, such as [Naveca et al.](https://www.nature.com/articles/s41591-024-03300-3), [Scachetti et al.](https://www.medrxiv.org/content/10.1101/2024.07.27.24310296v1.full), [Iani et al.](https://www.medrxiv.org/content/10.1101/2024.08.02.24311415v2.full), among others. +We gratefully acknowledge the authors, originating and submitting laboratories of the genetic sequences and metadata for sharing their work. Many of the recent sequences come from various publications and preprints, such as [Naveca et al.](https://www.nature.com/articles/s41591-024-03300-3), [Scachetti et al.](https://www.medrxiv.org/content/10.1101/2024.07.27.24310296v1.full), [Iani et al.](https://www.medrxiv.org/content/10.1101/2024.08.02.24311415v2.full), among others. From ff50835ae4763ee1ca3269b27d26e469feaeb90e Mon Sep 17 00:00:00 2001 From: Trevor Bedford Date: Tue, 22 Oct 2024 11:43:18 -0700 Subject: [PATCH 11/11] Oropouche blog post: Match date in YAML to date in file --- .../content/blog/2024-10-22-oropouche-analysis-and-resources.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/static-site/content/blog/2024-10-22-oropouche-analysis-and-resources.md b/static-site/content/blog/2024-10-22-oropouche-analysis-and-resources.md index 0254599ea..cd59afd74 100644 --- a/static-site/content/blog/2024-10-22-oropouche-analysis-and-resources.md +++ b/static-site/content/blog/2024-10-22-oropouche-analysis-and-resources.md @@ -1,6 +1,6 @@ --- author: "Miguel Paredes, James Hadfield, John SJ Anderson, Jover Lee, Trevor Bedford" -date: "2024-10-18" +date: "2024-10-22" title: "Phylogenetic analysis of Oropouche virus" sidebarTitle: "Oropouche Phylogenetic Analysis and Resources" ---

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