Tracking SARSCoV2 Lineage BA.3.2* #Cicada over time | 02/18/2026 Total BA.3.2* seqs: 1157 (+6) Top seq submitters: #Germany, #Netherlands, #Australia, #UnitedKingdom, #Denmark, #Ireland, #SouthAfrica BA.3.2* Tracker: public.tableau.com/app/profile/...

Is Clinical AI Leaving Osteopathic Medicine Behind? It may be time for clinical AI platforms like to undergo something we already expect in other domains: representation audits, fairness testing & transparent source benchmarking linkedin.com/posts/raj-ra...

Tracking SARSCoV2 Lineage BA.3.2* #Cicada over time | 01/17/2026 Total BA.3.2* seqs: 657 (+33) Top seq submitters: #Germany, #Australia, #Netherlands, #Denmark, #SouthAfrica, #UnitedKingdom BA.3.2* Tracker: public.tableau.com/app/profile/...

AI doesn’t replace people. It replaces “unprotected” tasks. www.linkedin.com/posts/raj-ra...

Happy Holidays from #NYITCOM office of research | follow the tag #NYITCOMResearch to celebrate #NYIT Faculty, Staff and Student’s research accomplishments

Tracking SARSCoV2 Lineage BA.3.2* ( #Cicada) over time | 12/15/25 Total BA.3.2* seqs: 184 (+4) Countries reporting BA.3.2*: #Australia, #SouthAfrica, #Netherlands, #USA, #Germany, #Mozambique, #Slovenia, #UK, #Denmark, #Ireland, #Singapore Tracker: public.tableau.com/app/profile/...

Tracking SARSCoV2 Lineage BA.3.2* ( #Cicada) over time | 12/05/25 Total BA.3.2* seqs: 118 (+1) Countries reporting BA.3.2*: #Australia, #SouthAfrica, #Netherlands, #USA (traveler seq), #Germany, #Mozambique, #Slovenia, #UK, #Denmark, #Ireland Tracker: public.tableau.com/app/profile/...

Tracking SARSCoV2 Lineage BA.3.2* over time | 11/19/2025 update Total BA.3.2* sequences: 91 Countries reporting BA.3.2*: #Australia, #SouthAfrica, #Netherlands, #USA (traveler seq), #Germany, #Mozambique, #Slovenia, #UK, #Denmark Tracker: public.tableau.com/app/profile/...

1/ 🚀 Big thanks to our community - since August we’ve added thousands of new sequences, rolled out major new features, and welcomed fresh faces into the #Pathoplexus world. Let’s dive into what’s new.👇🏻 Read the full update: pathoplexus.org/news/2025-11...

#H3N2 #FluUpdates 11/12/2025 Quick analysis of #H3N2 sequences (Subclade: K) uploaded from #Canada (#NewBrunswick) Key mutations: HA: T135K, S144N, N145S, N158D, I160K, A186D Reference: A/Croatia/10136RV/2023(H3N2) Collection dates: 20-31 Oct 2025

Tracking SARSCoV2 Lineage BA.3.2* over time Total BA.3.2* - Globally: 63 Countries reporting BA.3.2*: #Australia, #SouthAfrica, #Netherlands, #USA (traveler seq), #Germany, #Mozambique, #Slovenia, #UK, #Denmark Tracker: public.tableau.com/app/profile/...

#COVID19 #VariantDashboard - #USA| 11/07/25 #SARSCoV2 #Lineages #30DAYTRENDS XFG.2 (10.9%) XFG.3.4.1 (4.7%) XFG.3 (4.7%) XFG.14.1 (4.3%) XFG.4.1 (3.8%) XFG.5.1 (3.8%) XFG.5.2 (2.8%) XFG.3.4.3 (2.6%) XFG.6 (2.6%) XFG.3.4 (2.4%) Tracker tinyurl.com/mryj4uu7 1/n

Tracking #SARSCoV2 #Lineages - Globally |11/04/25 Top lineages -#30DayTrends #G30 XFG.3 (9.1%) XFG.3.4.1 (6.1%) XFG.2 (4.7%) XFG.5.1 (4.4%) NB.1.8.1 (3.5%) XFG (2.8%) XFG.4.1 (2.7%) XFG.6 (2.7%) XFG.8 (2.4%) XFG.5.2 (2.4%) Tracker: public.tableau.com/app/profile/... 1/n

Tracking #SARSCoV2 #Lineages - Globally |10/26/25 Top lineages -#30DayTrends #G30 XFG.3 (8.4%) XFG.3.4.1 (6.7%) XFG.5.1 (4.5%) NB.1.8.1 (4.4%) XFG.2 (3.6%) XFG (3.4%) XFG.4.1 (2.8%) XFG.8 (2.6%) XFG.6 (2.6%) XFG.3.4 (2.5%) Tracker: public.tableau.com/app/profile/... 1/n

Tracking #SARSCoV2 #Lineages - Globally |10/16/25 Top lineages -#30DayTrends #G30 XFG.3 (9.2%) NB.1.8.1 (5.3%) XFG.2 (5.3%) XFG.3.4.1 (4.8%) XFG.5.1 (3.8%) XFG.8 (3.2%) XFG.4.1 (2.9%) XFG (2.6%) XFG.6 (2.1%) PQ.17 (2%) Tracker: public.tableau.com/app/profile/... 1/n

#COVID19 #VariantDashboard - #USA| 09/14/25 #SARSCoV2 #Lineages #30DAYTRENDS XFG (35.9%) XFG.3 (24.8%) XFG.2 (14.2%) NB.1.8.1 (6.3%) PQ.2 (3.4%) XFG.3.1 (2.2%) LP.8.1.1 (1.4%) NW.1.2 (1.4%) NW.1 (1.1%) XFC (1.1%) PY.1 (0.8%) Tracker: tinyurl.com/mryj4uu7 1/n

Tracking #SARSCoV2 #Lineages - Globally |09/14/25 Top lineages -#30DayTrends #G30 XFG (32.1%) XFG.3 (23%) NB.1.8.1 (13.3%) XFG.2 (5.2%) PQ.2 (4.5%) XFG.3.1 (3.3%) PE.1 (2.4%) PQ.1 (1.1%) PQ.10 (1.1%) LP.8.1.1 (1%) Tracker: public.tableau.com/app/profile/... 1/n

#COVID19 #VariantDashboard - #USA| 09/08/25 #SARSCoV2 #Lineages #30DAYTRENDS XFG (34.4%) XFG.3 (22.2%) XFG.2 (15.4%) NB.1.8.1 (7.1%) PQ.2 (3.6%) NW.1.2 (2.8%) XFG.3.1 (1.9%) LP.8.1.1 (1.2%) PQ.1 (0.9%) Tracker: tinyurl.com/mryj4uu7 1/n

Tracking #SARSCoV2 #Lineages - Globally |09/01/25 Top lineages -#30DayTrends #G30 XFG (31.5%) XFG.3 (20%) NB.1.8.1 (13.4%) XFG.2 (6%) PQ.2 (5%) XFG.3.1 (3.5%) PQ.1 (1.8%) LP.8.1.1 (1.3%) PQ.10 (1.3%) MC.10.2.1 (1.2%) Tracker: public.tableau.com/app/profile/... 1/n

#COVID19 #VariantDashboard - #USA| 08/28/25 #SARSCoV2 #Lineages #30DAYTRENDS XFG (23.5%) XFG.3 (23.3%) XFG.2 (18%) NB.1.8.1 (6.8%)⬇️ PQ.2 (3.8%) LP.8.1.1 (2.1%) NW.1.2 (1.6%) PY.1 (1.6%) XFG.3.1 (1.5%) PQ.1 (1.2%) Tracker: tinyurl.com/mryj4uu7 1/n

Tracking #SARSCoV2 #Lineages - Globally |08/16/25 Top lineages -#30DayTrends #G30 XFG (27.4%) XFG.3 (18%) NB.1.8.1 (14.5%) XFG.2 (6.6%) PQ.2 (4.6%) XFG.3.1 (3.5%) LP.8.1.1 (2.1%) PQ.1 (1.9%) PQ.4 (1.3%) PY.1 (1%) PQ.10 (0.9%) Tracker: public.tableau.com/app/profile/... 1/n

Tracking #SARSCoV2 #Lineages - Globally |08/09/25 Top lineages -#30DayTrends #G30 XFG (24%) XFG.3 (16.3%) NB.1.8.1 (15.7%) XFG.2 (6.2%) PQ.2 (4.5%) XFG.3.1 (4.3%) LP.8.1.1 (3.6%) PQ.1 (2.1%) PY.1 (1.3%) PQ.4 (1.2%) PF.2 (1%) Tracker: public.tableau.com/app/profile/... 1/n

#COVID19 #VariantDashboard - #USA| 06/22/25 #SARSCoV2 #Lineages #30DAYTRENDS LP.8.1.1 (22.7%) NB.1.8.1 (12.8%)👁️ XFG (9.5%)👀 XFG.2 (9.2%)👀 XFG.3 (6.8%)👀 LP.8.1 (3.4%) XFC (2.3%) NW.1 (2.1%) PQ.2 (1.9%) Tracker: tinyurl.com/mryj4uu7 1/n

Tracking #SARSCoV2 #Lineages - Globally |06/14/25 Top lineages -#30DayTrends #G30 NB.1.8.1 (20.8%) 👀 XFG (16.1%)👀 LP.8.1.1 (14.8%) LF.7.9.1 (4.6%) XFG.2 (2.6%)👁️ PQ.2 (2.5%)👁️ PQ.1 (2.3%)👁️ LP.8.1.6 (2.1%) XEC.25.1 (1.8%) Tracker: public.tableau.com/app/profile/... 1/n

SARSCoV2 lineage NB.1.8.1 a.k.a #Nimbus (nick name) is now the top circulating lineage in the world!

Tracking #SARSCoV2 #Lineages - Globally |05/30/25 Top lineages -#30DayTrends #G30 NB.1.8.1 (19.2%) 👀 LP.8.1.1 (16.4%) XFG (6.4%)👀 PC.2 (3.7%) XEC.25.1 (3.3%) XEC (3%) LP.8.1.6 (2.2%) LP.8.1 (2.1%) PQ.1 (1.9%)👁️ -- XFP (1%) 👀 Tracker: public.tableau.com/app/profile/... 1/n

Tracking #SARSCoV2 #Lineages - #India |05/30/25 Top lineages -#45DayTrends #India XFP (32%) 👀 🚀 {newly designated} XFG (28%)👀 LF.7.9.1 (22.7%) LF.7.9 (6.7%) XFJ (2.7%) -- NB.1.8.1 (1.3%) Tracker: public.tableau.com/app/profile/... 1/n

Tracking #SARSCoV2 #Lineages - Globally |05/24/25 Top lineages -#30DayTrends #G30 LP.8.1.1 (17.1%) NB.1.8.1 (12.6%)👀 PC.2 (6.2%) XFG (3.9%)👀 XEC.25.1 (3%) LP.8.1 (2.8%) XEC (2.6%) LP.8.1.6 (2.3%) XFJ (2.3%) XEC.4 (2.1%) Tracker: public.tableau.com/app/profile/... 1/n

#COVID19 #VariantDashboard - #USA| 05/17/25 #SARSCoV2 #Lineages #30DAYTRENDS LP.8.1.1 (29.8%) LP.8.1 (8.1%) XFG.2 (6.6%)👀 NB.1.8.1 (6.4%)👀 XFG (4.4%) XFJ (3.6%) LF.7.7.2 (3.3%) XFC (2.3%) XEC (2.1%) LF.7.9 (1.6%) LP.8.1.4 (1.6%) Tracker: public.tableau.com/app/profile/... 1/n

Tracking #SARSCoV2 #Lineages - Globally |05/17/25 Top lineages -#30DayTrends #G30 LP.8.1.1 (22.1%) NB.1.8.1 (10.6%)👀 XFG (4.8%)👀 XEC (4.6%) LP.8.1 (4%) XEC.4 (3%) PC.2 (2.3%) MC.21.1 (2.1%) MC.10.2.1 (2%) XFJ (2%) Tracker: public.tableau.com/app/profile/... 1/n

#COVID19 #VariantDashboard - #USA| 05/03/25 #SARSCoV2 #Lineages #30DAYTRENDS LP.8.1.1 (44.6%) LP.8.1 (17.1%) LF.7 (10.6%) XEC (4.2%) LF.7.2.1 (2.1%) MC.10.1 (2%) XEC.4 (1.6%) LP.8.1.2 (1.5%) NB.1.8.1 (1.4%) -- XFJ (1.1%) Tracker: tinyurl.com/mryj4uu7 1/n

#COVID19 #VariantDashboard - #USA| 04/29/25 #SARSCoV2 #Lineages #30DAYTRENDS LP.8.1.1 (39.3%) LP.8.1 (18.4%) LF.7 (13.3%) XEC (4.1%) LF.7.2.1 (2.2%) MC.10.1 (2.2%) NB.1.8.1 (2%) LP.8.1.2 (1.8%) -- XFJ (1%) Tracker: tinyurl.com/mryj4uu7 1/n

#H5N1 #AvianInfluenza updates Quick analysis of the #avianflu sequence from #Mangalagiri, #India (from 2 years old child; collected on 3/7/2025) Clade 2.3.2.1a; clusters with a 2024 travel-associated case from West Bengal 1/n

Status of Global #SARSCoV2 #Genomic #Surveillance

#COVID19 #VariantDashboard - #USA| 04/19/25 #SARSCoV2 #Lineages #30DAYTRENDS LP.8.1.1 (36.7%) LP.8.1 (17.8%) LF.7 (10%) XEC (6.1%) MC.10.1 (3.5%) LF.7.2.1 (2.3%) XEC.2 (1.7%) LP.8.1.2 (1.4%) -- XFJ (0.3%) Tracker: tinyurl.com/mryj4uu7 1/n

Tracking #SARSCoV2 #Lineages - Globally |04/19/25 Top lineages -#30DayTrends #G30 LP.8.1.1 (25.5%) XEC (13.4%) LP.8.1 (10.3%) XEC.4 (6.2%) LF.7.2.1 (6.2%) LF.7 (5.7%) MC.10.1 (3.3%) NB.1 (3%) XEC.2 (2.1%) -- XFJ (0.3%) Global Tracker: public.tableau.com/app/profile/... 1/n

#H5N1 #AvianInfluenza updates Quick analysis of 293 #avianflu sequences uploaded to @gisaid from #USA 26 sequences contain PB2: E627K or PB2:D701N 🚨 1/n

#COVID19 #VariantDashboard - #USA| 04/12/25 #SARSCoV2 #Lineages #30DAYTRENDS LP.8.1.1 (35.2%) LP.8.1 (17.3%) XEC (7.8%) LF.7 (6.8%) MC.10.1 (4.3%) XEC.4 (2.8%) LB.1.3.1 (1.9%) XEC.2 (1.9%) LF.7.2.1 (1.4%) -- XFJ (~0.4%) Tracker: tinyurl.com/mryj4uu7 1/n

Tracking #SARSCoV2 #Lineages - Globally |04/12/25 Top lineages -#30DayTrends #G30 LP.8.1.1 (25%) XEC (14.3%) LP.8.1 (11.3%) XEC.4 (6.1%) LF.7 (4.5%) MC.10.1 (3.9%) LF.7.2.1 (3.5%) XEC.2 (2.5%) NB.1 (2.3%) -- XFJ (~0.3%) Global Tracker: public.tableau.com/app/profile/... 1/n

#COVID19 #VariantDashboard - #USA| 04/05/25 #SARSCoV2 #Lineages #30DAYTRENDS LP.8.1.1 (31.1%) LP.8.1 (16.4%) XEC (10.3%) LF.7 (4.9%) MC.10.1 (4.1%) XEC.4 (2.6%) XEC.2 (2%) XEQ (1.8%) Tracker: tinyurl.com/mryj4uu7 1/n

Tracking #SARSCoV2 #Lineages - Globally |04/05/25 Top lineages -#30DayTrends #G30 LP.8.1.1 (22%) XEC (15.3%) LP.8.1 (12%) XEC.4 (6%) MC.10.1 (4.2%) LF.7 (3.4%) XEC.2 (2.8%) LF.7.2.1 (2.6%) XEC.8 (1.8%) Global Tracker: public.tableau.com/app/profile/... 1/n

#H5N1 #AvianInfluenza updates Quick analysis of 2 #AvianFlu sequences sampled from #Bears (Collection date: 2025; Location: unknown) to @gisaid from #USA | D.1.1 genotype PB2 mutations: K389R, V478I, 🚨E627K, M676T Ref: A/Duck/Guangdong/E1/2012 1/n

Tracking #SARSCoV2 #Lineages - Globally |03/29/25 Top lineages -#30DayTrends #G30 LP.8.1.1 (19.5%) XEC (15.6%) LP.8.1 (12.5%) XEC.4 (5.7%) MC.10.1 (4.3%) LF.7 (3.9%) XEC.2 (2.6%) LF.7.2.1 (2.3%) XEC.8 (1.8%) Global Tracker: public.tableau.com/app/profile/... 1/n

#COVID19 #VariantDashboard - #USA| 03/29/25 #SARSCoV2 #Lineages #30DAYTRENDS LP.8.1.1 (26.9%) LP.8.1 (16.3%) XEC (11.8%) MC.10.1 (4.9%) LF.7 (4.1%) XEC.4 (2.7%) XEC.2 (2.3%) XEQ (2.1%) Tracker: tinyurl.com/mryj4uu7 1/n

#H5N1 #AvianInfluenza Clade 2.3.2.1c Quick analysis of the sequence uploaded to GISAID from #Cambodia (from 3-year old boy from #Kratie; collected 3/22/25) PB2 mutations: N82S, E191G, I411V, F446L, P469L, E627K, A661T, V667I, A674T, M676I, G682S, A684S, N711S Ref: A/Duck/Guangdong/E1/2012 1/n

NEW: 3-year-old boy in Cambodia dies after testing positive for H5N1 bird flu. The boy became ill after his family used sick chickens for cooking.

#COVID19 #VariantDashboard - #USA| 03/22/25 #SARSCoV2 #Lineages #30DAYTRENDS LP.8.1.1 (21.9%) LP.8.1 (16.3%) XEC (15.5%) MC.10.1 (5.5%) LF.7 (3.2%) XEC.2 (2.9%) XEQ (2.1%) LF.7.2.1 (1.8%) LF.7.1 (1.8%) Tracker: tinyurl.com/mryj4uu7 1/n

#H5N1 #AvianInfluenza updates | D1.3 genotype Quick analysis of #avianflu sequence uploaded to #gisaid from #Ohio (Human Case; Collected 2/15/25) PB2 mutations: A152T, I292V, K389R, S470D, V478I, M676T, E677G Ref: A/Duck/Guangdong/E1/2012 Note: Doesn't have dairy cattle signature PB2 M631L 1/n

Tracking #SARSCoV2 #Lineages - Globally |03/16/25 Top lineages -#30DayTrends #G30 XEC (20.4%) LP.8.1.1 (13.2%) LP.8.1 (11.5%) MC.10.1 (4.7%) XEC.4 (4.1%) LF.7 (3.6%) XEC.2 (3.5%) LF.7.2.1 (2.6%) KP.3.1.1 (2.1%) Global Tracker: public.tableau.com/app/profile/... 1/n

#H5N1 #AvianInfluenza updates Recently uploaded H5N1 sequences contain concerning PB2 mutation E627K (both B3.13 and D1.1 genotypes) and D701N (D1.1) A mutation reported to increase virulence in mammalian models 1/n