Updates on BA.2.86. 1) BA.2.86's ACE2 binding affinity is very high. 2) BA.2.86 has lower fusogenicity than XBB.1.5. 3) BA.2.86's infectivity in Vero cells is similar to BA.1, lower than XBB.1.5. 4) Structure analysis shows that BA.2.86's Spike prefers RBD "down" conformation.
BA.2.86's RBD showed a pretty high hACE2 binding affinity measured by SPR, higher than that of XBB.1.5 and EG.5 and is even comparable to "FLip" variants like HK.3. BA.2.86's V483del indeed decreases ACE2 binding, but R403K is just too powerful and makes up for the loss. 2/n
We also measured the cell-cell fusion capability using Spike-transfected 293T cells and 293T-hACE2 cells. BA.2.86 showed a lower fusogenicity than XBB.1.5, despite the fact that BA.2.86's ACE2 binding affinity is much higher. Note this assay is free of pseudoviruses. 3/n
We also performed the pseudovirus infection assay in Vero cells and found BA.2.86's infectivity is still lower than XBB.1.5, and is comparable to BA.1. Since BA.1 can transmit pretty well, this suggests BA.2.86 can also prevail as long as its immune evasion is strong enough. 4/n
To investigate why BA.2.86 has higher ACE2 binding but lower infectivity and fusogenicity, Xiangxi Wang's lab helped us solved the cryo-EM structure of BA.2.86's spike. Surprisingly, most of BA.2.86's spike has its RBD in "down" position compared to XBB.1.5. 5/n
Favoring "down" RBDs may explain BA.2.86's lower fusogenicity and infectivity observed in vitro since only "up" RBDs can bind to ACE2. It also suggests that BA.2.86's mutation on SD1-SD2 (where D614G is located) may have affected its spike conformation or spike flexibility. 6/n
Indeed, BA.2.86's P621S mutation actually created a alpha-helix near the 630 loop, which could enhance the local stability. Also, BA.2.86's E554K mutation formed a salt bridge with 583E, which could also increase stability. These changes may greatly affect spike flexibility. 7/n
Some other interesting features of BA.2.86's spike include the additional N354 Glycan introduced by K356T mutation (expected), and that the V483 deletion does not disrupt the C488-C480 disulfate bond, which is the reason why BA.2.86's RBD can still bind well to ACE2. 8/n
In sum, we showed that BA.2.86 exhibits high ACE2 binding, but probably still suffers from lower fusogenicity and infectivity (pseudovirus). The reason is likely due to BA.2.86's mutation on SD1-SD2 (E554K and P621S), which may cause BA.2.86's spike to favor "down" RBDs. 9/n
Various factors can determine a virus's transmission, including immune evasion, ACE2 binding, fusogenicity, etc. Since BA.1 can dominate given its reduced in vitro infectivity (proven in many studies), BA.2.86 can also prevail if it can break through immunity as good as BA.1 did.
So, can BA.2.86 break through current immunity as efficiently as BA.1 did before? Multiple BA.2.86 studies have suggested the opposite. In my opinion, the current form of BA.2.86 can probably beat XBB.1.5, maybe EG.5 as well, but not "FLip" variants like HK.3. 11/n
However, BA.2.86 is evolving (BA.2.86.1 already assigned), and that's why we need to closely monitor its evolution, to see whether BA.2.86 can gain mutations or reversions (especially on Spike) that could increase its transmissibility or immune evasion. 12/n
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Sharing some new experimental data on BA.2.86: 1) BA.2.86 is antigenically distinct compared to XBB.1.5. 2) BA.2.86 can significantly escape XBB-infection/vaccination induced antibodies. 3) However, the infectivity of BA.2.86 may be much lower than XBB.1.5 and EG.5. (1/n)
By using pseudovirus neutralization assay and antigenic cartography (based on mRNA immunized mouse serum), we found that BA.2.86 is antigenically distinct from WT, BA.2, BA.5, and XBB.1.5. This means that XBB-induced antibodies cannot well recognize and neutralize BA.2.86. (2/n)
Indeed, BA.2.86 can induce significant antibody evasion of plasma isolated from convalescents who experienced XBB breakthrough infection or reinfections. BA.2.86's immune evasion capability even exceeds EG.5 and is comparable to "FLip" variants (XBB.1.5 + L455F & F456L). (3/n)
F456L-carrying XBB*, like EG.5, is rapidly rising. Meanwhile, XBB*+L455F+F456L is also growing fast. Some updates explaining their advantages: 1) F456L evades serum neutralization, even after XBB infection. 2) L455F+F456L combo adds on evasion and could also boost ACE2 binding!
The L455F+F456L RBD mutation combo is a very smart move by the virus (it's actually an LF->FL shift). Note that both individual L455F or F456L actually lose ACE2 binding, but together, the LF->FL shift somehow strengthened ACE2 interaction while destroying most antibody binding.
The emergence of 455 & 456 mutations is well-predicted half-year ago by our model built on DMS. Interestingly, we recently found that F456L is much more well-tolerated on the XBB.1.5 backbone instead of BA.2, which may explain why F456L only started to rise just now.
Sharing our latest work on SARS-CoV-2 immune imprinting.
Main finding:
Repeated Omicron infection/boosting alleviates WT vaccine-induced immune imprinting by generating many potent XBB-neutralizing Omicron-specific antibodies that target new RBD epitopes. biorxiv.org/content/10.110…
First, let's revisit the major concept of SARS-CoV-2 immune imprinting:
When we experience a variant-vaccine boosting or breakthrough infection, our immune system will mainly recall WT vaccination-induced memory B cells and rarely produces variant-specific antibodies. 2/n
The problem caused by this concept is that when the boosting/infecting variant has a long antigenic distance to WT, the majority of memory B cells recalled will be those that target conserved and non-neutralizing epitopes, which will greatly hinder the antibody response. 3/n
Recently, many fast-growing XBB lineages have gained RBD mutations on K478, such as VOI XBB.1.16 (K478R), XBB.2.3.5 (K478N), XBB.2.3.4 (K478Q). Also, many XBB* have independently obtained F456L, like FD.1.1, FE.1, XBB.1.5.10. In this thread I'll briefly discuss these mutations.
Like the results by Kei @SystemsVirology, we found XBB.1.16 and XBB.1.5 have comparable immune evasion capabilities in the serum tested. The ACE2 binding affinity of XBB.1.16 and XBB.1.5 is also similar. In contrast, F456L brings additional immune evasion but lowers ACE2 binding.
F456L escapes XBB.1.5-effective class I mAbs. These mAbs are quite abundant in various immune backgrounds, such as people who experienced BA.5 breakthrough infections or repeated Omicron infections. Those that are developing RBD-targeting mAb drugs should pay attention to F456L
The superior growth advantage of XBB.1.5 has been well-documented by many colleagues @JPWeiland@LongDesertTrain@EricTopol. Here I'll add some experimental data: 1) XBB.1.5 is equally immune evasive as XBB.1, but 2) XBB.1.5 has a much higher hACE2 binding affinity. 1/
Notably, even BF.7 breakthrough infection doesn't induce high neutralization against XBB.1 and XBB.1.5. The S486P mutation only caused a slight reduction in immune evasion capability. mRNA breakthrough infection samples (n=9) here all received at least 2-dose mRNA vac. 2/
However, the S486P mutation greatly enhanced hACE2 binding, since 486S completely destroyed the local hydrophobic interaction while 486P retained it. 3/
Our paper regarding Omicron convergent evolution is out on @Nature.
In this story, we analyzed the immune evasion capability of ~50 convergent variants and explained how RBD mutations suddenly emerged convergently due to a more focused immune pressure. nature.com/articles/s4158…
Moreover, in this paper, we proved that by accurately mapping the immune pressure elicited by our humoral immunity, we can predict future immune-evasive RBD mutations of the virus! This is a big step to help us better prepare new variant-specific vaccines and antibody drugs.
The details of this paper have been extensively covered in my old tweets, which are attached here for those that are interested.