From 77634a1a0012f53def7d331017f1c10234424538 Mon Sep 17 00:00:00 2001 From: hanrong-chen <50422417+hanrong-chen@users.noreply.github.com> Date: Fri, 13 Feb 2026 16:48:35 +0800 Subject: [PATCH 01/13] Added post on gut phages --- _posts/2026-02-13-GuFi-phages | 43 +++++++++++++++++++++++++++++++++++ 1 file changed, 43 insertions(+) create mode 100644 _posts/2026-02-13-GuFi-phages diff --git a/_posts/2026-02-13-GuFi-phages b/_posts/2026-02-13-GuFi-phages new file mode 100644 index 0000000..698af48 --- /dev/null +++ b/_posts/2026-02-13-GuFi-phages @@ -0,0 +1,43 @@ +--- +layout: post +title: Globally prevalent gut phage families from long-read metagenomics +description: Via analyzing a Singaporean gut microbiome cohort using long-read sequencing, we uncovered globally highly prevalent yet novel gut phage families, many of which infect Firmicutes hosts, have broad host range, and actively replicate in the gut. +image: '/images/posts/2026-02-13-GuFi-phages/Fig1A.png' +date: 2026-02-13 +tags: [Gut Microbiome] +preprint: https://www.biorxiv.org/content/10.64898/2026.01.26.701711v1 +code: https://github.com/CSB5/SPMP_Phages +author: [hanrong, andrew, indrik, yueyuan, jean-sebastien] +--- + +The human gut microbiome harbors an immense diversity of bacteriophages (phages) — viruses that infect bacteria — but their diversity and function remain under-characterized. Leveraging long-read metagenomics, we mapped gut phage diversity in a Singaporean cohort (n=109), and performed proximity ligation (Hi-C) sequencing and sequencing of viral-like particles (VLPs) to paint a comprehensive picture of who they infect and their replication lifestyles. + +We found *drastically* improved viral recovery with the addition of long-read sequencing, which is often due to viral genomes being frequently fragmented in short-read assemblies. + + ![](/images/posts/2026-02-13-GuFi-phages/Fig1B.png) + +Viral family-level clustering revealed that almost all of the most prevalent phage families in this cohort have not been described before (11 of the top 12). + + ![](https://pbs.twimg.com/media/G_5wduLbgAABVph?format=png&name=large) + +A first guess is that phage clades are population-specific and lurk only within Singaporean microbiomes. Surprisingly, many of these families are in fact highly prevalent globally (>20%)! + + ![](https://pbs.twimg.com/media/G_5wesVbgAEhks5?format=png&name=large) + +Many of these families have broad Firmicutes host ranges; these so-called GuFi phages highlight how much we don't yet know about phage diversity in the gut microbiome. + + ![](https://pbs.twimg.com/media/G_5ylsYbQAAoTBx?format=png&name=large) + +Intriguingly, while many of these families are temperate, meaning they spend part of their life cycle in a dormant state, we find that some frequently induce and actively replicate. + + ![](https://pbs.twimg.com/media/G_5ym75bkAARwXM?format=png&name=large) + +Our efforts have also let to the induction and TEM imaging of several of these families. + + ![](https://pbs.twimg.com/media/G_50TMRbIAAu3b-?format=png&name=large) + +We studied many factors that could explain the high prevalence of these families, including the presence of diversity generating retroelements (DGRs), which aid in host range expansion and immune evasion. + + ![](https://pbs.twimg.com/media/G_50UHiaAAA4iGN?format=jpg&name=large) + +Our study emphasizes the utility of long reads for viral discovery, and highlights globally prevalent phage clades that likely have a greater impact in the gut microbiome than previously appreciated. From 17493ea2943b342721d51b0e97fe8b7ba34c7ac4 Mon Sep 17 00:00:00 2001 From: hanrong-chen <50422417+hanrong-chen@users.noreply.github.com> Date: Fri, 13 Feb 2026 16:49:51 +0800 Subject: [PATCH 02/13] edited post --- .../{2026-02-13-GuFi-phages => 2026-02-13-GuFi-phages.markdown} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename _posts/{2026-02-13-GuFi-phages => 2026-02-13-GuFi-phages.markdown} (100%) diff --git a/_posts/2026-02-13-GuFi-phages b/_posts/2026-02-13-GuFi-phages.markdown similarity index 100% rename from _posts/2026-02-13-GuFi-phages rename to _posts/2026-02-13-GuFi-phages.markdown From 2c3823b481a4898d9ba27fdf0d44ee4fdd56fe83 Mon Sep 17 00:00:00 2001 From: hanrong-chen <50422417+hanrong-chen@users.noreply.github.com> Date: Fri, 13 Feb 2026 16:52:38 +0800 Subject: [PATCH 03/13] Create image folder --- images/posts/2026-02-13-GuFi-phages/.gitkeep | 1 + 1 file changed, 1 insertion(+) create mode 100644 images/posts/2026-02-13-GuFi-phages/.gitkeep diff --git a/images/posts/2026-02-13-GuFi-phages/.gitkeep b/images/posts/2026-02-13-GuFi-phages/.gitkeep new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/images/posts/2026-02-13-GuFi-phages/.gitkeep @@ -0,0 +1 @@ + From 63473b1b99e5b5bd8aaa24c63aa3901640a50156 Mon Sep 17 00:00:00 2001 From: hanrong-chen <50422417+hanrong-chen@users.noreply.github.com> Date: Fri, 13 Feb 2026 16:53:29 +0800 Subject: [PATCH 04/13] Add files via upload --- images/posts/2026-02-13-GuFi-phages/Fig1A.png | Bin 0 -> 71397 bytes images/posts/2026-02-13-GuFi-phages/Fig1B.png | Bin 0 -> 29145 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 images/posts/2026-02-13-GuFi-phages/Fig1A.png create mode 100644 images/posts/2026-02-13-GuFi-phages/Fig1B.png diff --git a/images/posts/2026-02-13-GuFi-phages/Fig1A.png b/images/posts/2026-02-13-GuFi-phages/Fig1A.png new file mode 100644 index 0000000000000000000000000000000000000000..03163b71c32367ba0ec97196927722f1e40a1fd7 GIT binary patch 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z{zDEu+NX~SsHByBXc?O=H|Sjj>E}E@++K89<&!AI(n)^Mf1x^0&vy1mPoEg+mj(X- z{14*MXOwPtf}h^G>)^9!WZ?^e+ns-hb!W;hd*@%uo#&T>^7Hcn1GVzO#{_IJTN71_ zBnvmUi)>7E_AZDJ@q6`gc{OSWqE54NSVw7JQ6+Ph`?Qw}q#iL1gl?V*1z!j?20yn| zIqm*DrS!VB2fTVW)TN0dA8$lUBujAnif&q%)aeAvrxZZSe8=*?KDR$Ewv+I%OFkbh zHegNilx<9sY~0@fOmxVA`Kdz186AnUt#Go{>0a}bE z`Z~C-H7`~owsPG3W~_!mj63B}+>}Rtrd(>z#Du0H?v$UhCH5m;;?@(*;+XLO-Xk>B0|V}UcuV3LIKm%CI> zX1IDegs|4?b=G{r7URY;fF5H+2BWTs10vz|K3g@|Yl@O)1(fB8|3JXGvw0$PgQwdp zT0D{rAl-Qz?8ZSN5~iCS_$~9o0Pe^xr}^^k*+QC zjo6@kwoRIPK9-Dj9v5!Jn4jcIpy!}&g3W)da*WWb+FGI=P-nu8ujiEi`snzI&{tk?hGsh2 z5w$x@t7x)`bEOADPI2@P~+zOam1I)hSZ(26FVnTR)14muq(Jjdn4*fZZdpn>;k?5EG}Dejtma79!H+E;T!zU z*L;=Tj`)EmH;D#N`2TzL=DDgSjb*tv{t$>`e4(tMA^$_xBJ_U&kj9S> literal 0 HcmV?d00001 From 8be2d1fb59a8de4f4231b2aabff4860420437286 Mon Sep 17 00:00:00 2001 From: hanrong-chen <50422417+hanrong-chen@users.noreply.github.com> Date: Fri, 13 Feb 2026 16:55:01 +0800 Subject: [PATCH 05/13] decreased image sizes --- _posts/2026-02-13-GuFi-phages.markdown | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/_posts/2026-02-13-GuFi-phages.markdown b/_posts/2026-02-13-GuFi-phages.markdown index 698af48..a8a5b7b 100644 --- a/_posts/2026-02-13-GuFi-phages.markdown +++ b/_posts/2026-02-13-GuFi-phages.markdown @@ -18,26 +18,26 @@ We found *drastically* improved viral recovery with the addition of long-read se Viral family-level clustering revealed that almost all of the most prevalent phage families in this cohort have not been described before (11 of the top 12). - ![](https://pbs.twimg.com/media/G_5wduLbgAABVph?format=png&name=large) + ![](https://pbs.twimg.com/media/G_5wduLbgAABVph?format=png&name=medium) A first guess is that phage clades are population-specific and lurk only within Singaporean microbiomes. Surprisingly, many of these families are in fact highly prevalent globally (>20%)! - ![](https://pbs.twimg.com/media/G_5wesVbgAEhks5?format=png&name=large) + ![](https://pbs.twimg.com/media/G_5wesVbgAEhks5?format=png&name=medium) Many of these families have broad Firmicutes host ranges; these so-called GuFi phages highlight how much we don't yet know about phage diversity in the gut microbiome. - ![](https://pbs.twimg.com/media/G_5ylsYbQAAoTBx?format=png&name=large) + ![](https://pbs.twimg.com/media/G_5ylsYbQAAoTBx?format=png&name=medium) Intriguingly, while many of these families are temperate, meaning they spend part of their life cycle in a dormant state, we find that some frequently induce and actively replicate. - ![](https://pbs.twimg.com/media/G_5ym75bkAARwXM?format=png&name=large) + ![](https://pbs.twimg.com/media/G_5ym75bkAARwXM?format=png&name=medium) Our efforts have also let to the induction and TEM imaging of several of these families. - ![](https://pbs.twimg.com/media/G_50TMRbIAAu3b-?format=png&name=large) + ![](https://pbs.twimg.com/media/G_50TMRbIAAu3b-?format=png&name=medium) We studied many factors that could explain the high prevalence of these families, including the presence of diversity generating retroelements (DGRs), which aid in host range expansion and immune evasion. - ![](https://pbs.twimg.com/media/G_50UHiaAAA4iGN?format=jpg&name=large) + ![](https://pbs.twimg.com/media/G_50UHiaAAA4iGN?format=jpg&name=medium) Our study emphasizes the utility of long reads for viral discovery, and highlights globally prevalent phage clades that likely have a greater impact in the gut microbiome than previously appreciated. From bdc4314ee5eeae91c53fa0ac46e731917931d897 Mon Sep 17 00:00:00 2001 From: hanrong-chen <50422417+hanrong-chen@users.noreply.github.com> Date: Fri, 13 Feb 2026 16:56:52 +0800 Subject: [PATCH 06/13] Change image links to smaller versions Updated image links to use smaller versions for better loading performance. --- _posts/2026-02-13-GuFi-phages.markdown | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/_posts/2026-02-13-GuFi-phages.markdown b/_posts/2026-02-13-GuFi-phages.markdown index a8a5b7b..88a966f 100644 --- a/_posts/2026-02-13-GuFi-phages.markdown +++ b/_posts/2026-02-13-GuFi-phages.markdown @@ -18,26 +18,26 @@ We found *drastically* improved viral recovery with the addition of long-read se Viral family-level clustering revealed that almost all of the most prevalent phage families in this cohort have not been described before (11 of the top 12). - ![](https://pbs.twimg.com/media/G_5wduLbgAABVph?format=png&name=medium) + ![](https://pbs.twimg.com/media/G_5wduLbgAABVph?format=png&name=small) A first guess is that phage clades are population-specific and lurk only within Singaporean microbiomes. Surprisingly, many of these families are in fact highly prevalent globally (>20%)! - ![](https://pbs.twimg.com/media/G_5wesVbgAEhks5?format=png&name=medium) + ![](https://pbs.twimg.com/media/G_5wesVbgAEhks5?format=png&name=small) Many of these families have broad Firmicutes host ranges; these so-called GuFi phages highlight how much we don't yet know about phage diversity in the gut microbiome. - ![](https://pbs.twimg.com/media/G_5ylsYbQAAoTBx?format=png&name=medium) + ![](https://pbs.twimg.com/media/G_5ylsYbQAAoTBx?format=png&name=small) Intriguingly, while many of these families are temperate, meaning they spend part of their life cycle in a dormant state, we find that some frequently induce and actively replicate. - ![](https://pbs.twimg.com/media/G_5ym75bkAARwXM?format=png&name=medium) + ![](https://pbs.twimg.com/media/G_5ym75bkAARwXM?format=png&name=small) Our efforts have also let to the induction and TEM imaging of several of these families. - ![](https://pbs.twimg.com/media/G_50TMRbIAAu3b-?format=png&name=medium) + ![](https://pbs.twimg.com/media/G_50TMRbIAAu3b-?format=png&name=small) We studied many factors that could explain the high prevalence of these families, including the presence of diversity generating retroelements (DGRs), which aid in host range expansion and immune evasion. - ![](https://pbs.twimg.com/media/G_50UHiaAAA4iGN?format=jpg&name=medium) + ![](https://pbs.twimg.com/media/G_50UHiaAAA4iGN?format=jpg&name=small) Our study emphasizes the utility of long reads for viral discovery, and highlights globally prevalent phage clades that likely have a greater impact in the gut microbiome than previously appreciated. From 16befaaa754baf3fea76102dcc5c470fcbb4d747 Mon Sep 17 00:00:00 2001 From: hanrong-chen <50422417+hanrong-chen@users.noreply.github.com> Date: Fri, 13 Feb 2026 16:58:48 +0800 Subject: [PATCH 07/13] Change image links to 'thumb' format Updated image links to use 'thumb' format for better display. --- _posts/2026-02-13-GuFi-phages.markdown | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/_posts/2026-02-13-GuFi-phages.markdown b/_posts/2026-02-13-GuFi-phages.markdown index 88a966f..b4b7470 100644 --- a/_posts/2026-02-13-GuFi-phages.markdown +++ b/_posts/2026-02-13-GuFi-phages.markdown @@ -18,26 +18,26 @@ We found *drastically* improved viral recovery with the addition of long-read se Viral family-level clustering revealed that almost all of the most prevalent phage families in this cohort have not been described before (11 of the top 12). - ![](https://pbs.twimg.com/media/G_5wduLbgAABVph?format=png&name=small) + ![](https://pbs.twimg.com/media/G_5wduLbgAABVph?format=png&name=thumb) A first guess is that phage clades are population-specific and lurk only within Singaporean microbiomes. Surprisingly, many of these families are in fact highly prevalent globally (>20%)! - ![](https://pbs.twimg.com/media/G_5wesVbgAEhks5?format=png&name=small) + ![](https://pbs.twimg.com/media/G_5wesVbgAEhks5?format=png&name=thumb) Many of these families have broad Firmicutes host ranges; these so-called GuFi phages highlight how much we don't yet know about phage diversity in the gut microbiome. - ![](https://pbs.twimg.com/media/G_5ylsYbQAAoTBx?format=png&name=small) + ![](https://pbs.twimg.com/media/G_5ylsYbQAAoTBx?format=png&name=thumb) Intriguingly, while many of these families are temperate, meaning they spend part of their life cycle in a dormant state, we find that some frequently induce and actively replicate. - ![](https://pbs.twimg.com/media/G_5ym75bkAARwXM?format=png&name=small) + ![](https://pbs.twimg.com/media/G_5ym75bkAARwXM?format=png&name=thumb) Our efforts have also let to the induction and TEM imaging of several of these families. - ![](https://pbs.twimg.com/media/G_50TMRbIAAu3b-?format=png&name=small) + ![](https://pbs.twimg.com/media/G_50TMRbIAAu3b-?format=png&name=thumb) We studied many factors that could explain the high prevalence of these families, including the presence of diversity generating retroelements (DGRs), which aid in host range expansion and immune evasion. - ![](https://pbs.twimg.com/media/G_50UHiaAAA4iGN?format=jpg&name=small) + ![](https://pbs.twimg.com/media/G_50UHiaAAA4iGN?format=jpg&name=thumb) Our study emphasizes the utility of long reads for viral discovery, and highlights globally prevalent phage clades that likely have a greater impact in the gut microbiome than previously appreciated. From a900aae0d02e7baaa4a85c4874825e5a295bfcd4 Mon Sep 17 00:00:00 2001 From: hanrong-chen <50422417+hanrong-chen@users.noreply.github.com> Date: Fri, 13 Feb 2026 16:59:15 +0800 Subject: [PATCH 08/13] Change image links to 'small' format Updated image links to use 'small' format for better display. --- _posts/2026-02-13-GuFi-phages.markdown | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/_posts/2026-02-13-GuFi-phages.markdown b/_posts/2026-02-13-GuFi-phages.markdown index b4b7470..88a966f 100644 --- a/_posts/2026-02-13-GuFi-phages.markdown +++ b/_posts/2026-02-13-GuFi-phages.markdown @@ -18,26 +18,26 @@ We found *drastically* improved viral recovery with the addition of long-read se Viral family-level clustering revealed that almost all of the most prevalent phage families in this cohort have not been described before (11 of the top 12). - ![](https://pbs.twimg.com/media/G_5wduLbgAABVph?format=png&name=thumb) + ![](https://pbs.twimg.com/media/G_5wduLbgAABVph?format=png&name=small) A first guess is that phage clades are population-specific and lurk only within Singaporean microbiomes. Surprisingly, many of these families are in fact highly prevalent globally (>20%)! - ![](https://pbs.twimg.com/media/G_5wesVbgAEhks5?format=png&name=thumb) + ![](https://pbs.twimg.com/media/G_5wesVbgAEhks5?format=png&name=small) Many of these families have broad Firmicutes host ranges; these so-called GuFi phages highlight how much we don't yet know about phage diversity in the gut microbiome. - ![](https://pbs.twimg.com/media/G_5ylsYbQAAoTBx?format=png&name=thumb) + ![](https://pbs.twimg.com/media/G_5ylsYbQAAoTBx?format=png&name=small) Intriguingly, while many of these families are temperate, meaning they spend part of their life cycle in a dormant state, we find that some frequently induce and actively replicate. - ![](https://pbs.twimg.com/media/G_5ym75bkAARwXM?format=png&name=thumb) + ![](https://pbs.twimg.com/media/G_5ym75bkAARwXM?format=png&name=small) Our efforts have also let to the induction and TEM imaging of several of these families. - ![](https://pbs.twimg.com/media/G_50TMRbIAAu3b-?format=png&name=thumb) + ![](https://pbs.twimg.com/media/G_50TMRbIAAu3b-?format=png&name=small) We studied many factors that could explain the high prevalence of these families, including the presence of diversity generating retroelements (DGRs), which aid in host range expansion and immune evasion. - ![](https://pbs.twimg.com/media/G_50UHiaAAA4iGN?format=jpg&name=thumb) + ![](https://pbs.twimg.com/media/G_50UHiaAAA4iGN?format=jpg&name=small) Our study emphasizes the utility of long reads for viral discovery, and highlights globally prevalent phage clades that likely have a greater impact in the gut microbiome than previously appreciated. From 740228079b82715d474fd63366069e6838022ce9 Mon Sep 17 00:00:00 2001 From: hanrong-chen <50422417+hanrong-chen@users.noreply.github.com> Date: Fri, 13 Feb 2026 17:00:55 +0800 Subject: [PATCH 09/13] Improve image display for viral recovery results Updated image tag for better display in markdown. --- _posts/2026-02-13-GuFi-phages.markdown | 1 + 1 file changed, 1 insertion(+) diff --git a/_posts/2026-02-13-GuFi-phages.markdown b/_posts/2026-02-13-GuFi-phages.markdown index 88a966f..5e5b0d3 100644 --- a/_posts/2026-02-13-GuFi-phages.markdown +++ b/_posts/2026-02-13-GuFi-phages.markdown @@ -15,6 +15,7 @@ The human gut microbiome harbors an immense diversity of bacteriophages (phages) We found *drastically* improved viral recovery with the addition of long-read sequencing, which is often due to viral genomes being frequently fragmented in short-read assemblies. ![](/images/posts/2026-02-13-GuFi-phages/Fig1B.png) + Viral family-level clustering revealed that almost all of the most prevalent phage families in this cohort have not been described before (11 of the top 12). From 86d684d2197adb1775b3ca6490af2f68fde653fc Mon Sep 17 00:00:00 2001 From: hanrong-chen <50422417+hanrong-chen@users.noreply.github.com> Date: Fri, 13 Feb 2026 17:01:19 +0800 Subject: [PATCH 10/13] Adjust image width for Fig1B in markdown post Updated image size for Fig1B in GuFi phages post. --- _posts/2026-02-13-GuFi-phages.markdown | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/_posts/2026-02-13-GuFi-phages.markdown b/_posts/2026-02-13-GuFi-phages.markdown index 5e5b0d3..3975a31 100644 --- a/_posts/2026-02-13-GuFi-phages.markdown +++ b/_posts/2026-02-13-GuFi-phages.markdown @@ -14,8 +14,7 @@ The human gut microbiome harbors an immense diversity of bacteriophages (phages) We found *drastically* improved viral recovery with the addition of long-read sequencing, which is often due to viral genomes being frequently fragmented in short-read assemblies. - ![](/images/posts/2026-02-13-GuFi-phages/Fig1B.png) - + Viral family-level clustering revealed that almost all of the most prevalent phage families in this cohort have not been described before (11 of the top 12). 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z*L;=Tj`)EmH;D#N`2TzL=DDgSjb*tv{t$>`e4(tMA^$_xBJ_U&kj9S> From dbca9fbd44474125e3980bcb081666ff2163c24b Mon Sep 17 00:00:00 2001 From: hanrong-chen <50422417+hanrong-chen@users.noreply.github.com> Date: Fri, 13 Feb 2026 17:04:44 +0800 Subject: [PATCH 12/13] Change Fig1B image width from 300 to 600 Updated image width for Fig1B to enhance visibility. --- _posts/2026-02-13-GuFi-phages.markdown | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2026-02-13-GuFi-phages.markdown b/_posts/2026-02-13-GuFi-phages.markdown index 3975a31..2a3160a 100644 --- a/_posts/2026-02-13-GuFi-phages.markdown +++ b/_posts/2026-02-13-GuFi-phages.markdown @@ -14,7 +14,7 @@ The human gut microbiome harbors an immense diversity of bacteriophages (phages) We found *drastically* improved viral recovery with the addition of long-read sequencing, which is often due to viral genomes being frequently fragmented in short-read assemblies. - + Viral family-level clustering revealed that almost all of the most prevalent phage families in this cohort have not been described before (11 of the top 12). From acb2970194bcb6c3abfec5e2d275e61eb5e29b6b Mon Sep 17 00:00:00 2001 From: hanrong-chen <50422417+hanrong-chen@users.noreply.github.com> Date: Fri, 13 Feb 2026 08:01:08 -0500 Subject: [PATCH 13/13] Expanded gut phage post --- _posts/2026-02-13-GuFi-phages.markdown | 20 +++++++++++--------- 1 file changed, 11 insertions(+), 9 deletions(-) diff --git a/_posts/2026-02-13-GuFi-phages.markdown b/_posts/2026-02-13-GuFi-phages.markdown index 2a3160a..0cbe00b 100644 --- a/_posts/2026-02-13-GuFi-phages.markdown +++ b/_posts/2026-02-13-GuFi-phages.markdown @@ -1,7 +1,7 @@ --- layout: post title: Globally prevalent gut phage families from long-read metagenomics -description: Via analyzing a Singaporean gut microbiome cohort using long-read sequencing, we uncovered globally highly prevalent yet novel gut phage families, many of which infect Firmicutes hosts, have broad host range, and actively replicate in the gut. +description: Leveraging long-read metagenomics, we uncovered globally highly prevalent gut phage families, many of which infect Firmicutes hosts, have broad host range, and actively replicate in the gut. image: '/images/posts/2026-02-13-GuFi-phages/Fig1A.png' date: 2026-02-13 tags: [Gut Microbiome] @@ -10,33 +10,35 @@ code: https://github.com/CSB5/SPMP_Phages author: [hanrong, andrew, indrik, yueyuan, jean-sebastien] --- -The human gut microbiome harbors an immense diversity of bacteriophages (phages) — viruses that infect bacteria — but their diversity and function remain under-characterized. Leveraging long-read metagenomics, we mapped gut phage diversity in a Singaporean cohort (n=109), and performed proximity ligation (Hi-C) sequencing and sequencing of viral-like particles (VLPs) to paint a comprehensive picture of who they infect and their replication lifestyles. +The human gut microbiome harbors an immense diversity of bacteriophages (phages) — viruses that infect bacteria — but their diversity and function remain under-characterized. For example, the most well-known gut phage families — such as crAssphage — infect the Bacteroidota phylum and are obligately lytic. -We found *drastically* improved viral recovery with the addition of long-read sequencing, which is often due to viral genomes being frequently fragmented in short-read assemblies. +Leveraging long-read metagenomics, we mapped phage diversity in a Singaporean gut microbiome cohort (n=109), and performed proximity ligation (Hi-C) and viral-like particle (VLP) sequencing to paint a comprehensive picture of who they infect and their replication lifestyles. + +We found *drastically* improved viral recovery with the addition of long-read sequencing, and frequent fragmentation of viral genomes in short-read assemblies. -Viral family-level clustering revealed that almost all of the most prevalent phage families in this cohort have not been described before (11 of the top 12). +Viral family-level clustering revealed that almost all of the most prevalent gut phage families in this cohort have not been previously described in the literature (11 of the top 12). ![](https://pbs.twimg.com/media/G_5wduLbgAABVph?format=png&name=small) -A first guess is that phage clades are population-specific and lurk only within Singaporean microbiomes. Surprisingly, many of these families are in fact highly prevalent globally (>20%)! +A first guess was that these clades are population-specific and lurk only within Singaporean microbiomes. Surprisingly, we found that many of these families are in fact highly prevalent globally (>20% prevalence in >3,000 samples)! ![](https://pbs.twimg.com/media/G_5wesVbgAEhks5?format=png&name=small) -Many of these families have broad Firmicutes host ranges; these so-called GuFi phages highlight how much we don't yet know about phage diversity in the gut microbiome. +Many of these families have broad Firmicutes host ranges; these so-called **GuFi phages**, which have so far evaded characterization, highlight how much there is yet to discover within our gut microbiomes. ![](https://pbs.twimg.com/media/G_5ylsYbQAAoTBx?format=png&name=small) -Intriguingly, while many of these families are temperate, meaning they spend part of their life cycle in a dormant state, we find that some frequently induce and actively replicate. +Intriguingly, while many of these families are temperate — meaning they spend part of their life cycle in a dormant state integrated in the bacterial host genome — we find that some frequently induce and actively replicate. These results suggest underappreciated roles of these phage families in the gut. ![](https://pbs.twimg.com/media/G_5ym75bkAARwXM?format=png&name=small) -Our efforts have also let to the induction and TEM imaging of several of these families. +Our efforts have also led to the *in vitro* induction and TEM imaging of members of these families. ![](https://pbs.twimg.com/media/G_50TMRbIAAu3b-?format=png&name=small) -We studied many factors that could explain the high prevalence of these families, including the presence of diversity generating retroelements (DGRs), which aid in host range expansion and immune evasion. +One big unanswered question is what explains the high prevalence of these phage families and not others? We explored many factors that could explain this, including the presence of diversity generating retroelements (DGRs), which aid in host range expansion and immune evasion. ![](https://pbs.twimg.com/media/G_50UHiaAAA4iGN?format=jpg&name=small)