@BhadeliaMD @kavitapmd @ashishkjha @ASlavitt @RanuDhillon @RebeccaKatz5 Manufacturing partnerships are necessary for any company to ramp up manufacturing of #COVID vaccines, since no company has enough capacity to meet the world’s needs. Nearly all vaccines in late-stage trials have partnerships in place for this purpose. 1/ 🧵
@BhadeliaMD @kavitapmd @ashishkjha @ASlavitt @RanuDhillon @RebeccaKatz5 .@Novavax is a good example (@AstraZeneca is another). They listed their network of partners when they announced the partnership with @SerumInstIndia, with a goal of manufacturing >2B doses/yr. (@TakedaPharma is one of those partners.) 2/
ir.novavax.com/news-releases/…
@BhadeliaMD @kavitapmd @ashishkjha @ASlavitt @RanuDhillon @RebeccaKatz5 @Novavax @AstraZeneca @SerumInstIndia @TakedaPharma But it would be hard to quickly expand supply through new partnerships for several reasons:

TIMELINES: Depending on maturity and complexity of the process and partner capabilities, it takes a *minimum* of several months to transfer manufacturing to a new partner & facility. 3/
@BhadeliaMD @kavitapmd @ashishkjha @ASlavitt @RanuDhillon @RebeccaKatz5 @Novavax @AstraZeneca @SerumInstIndia @TakedaPharma GLOBAL MANUFACTURING CAPACITY: Most of the world’s available vaccine manufacturing capacity is committed to existing vaccine production and already redirected to COVID vaccines. There isn’t much left to access in the US or elsewhere. 4/
@BhadeliaMD @kavitapmd @ashishkjha @ASlavitt @RanuDhillon @RebeccaKatz5 @Novavax @AstraZeneca @SerumInstIndia @TakedaPharma CAPACITY TO SUPPORT TECH TRANSFERS: GMP vaccine manufacturing is complex, and each tech transfer has its own challenges and risks. It can be hard for any company to manage multiple tech transfers at once without placing the overall supply strategy at risk. 5/
@BhadeliaMD @kavitapmd @ashishkjha @ASlavitt @RanuDhillon @RebeccaKatz5 @Novavax @AstraZeneca @SerumInstIndia @TakedaPharma SUPPLIES OF RAW MATERIALS AND CONSUMABLES: This is a worldwide problem, as all manufacturers must plan for success and secure materials 6+ months in advance. Yes those materials will become available if programs fail, but until then the supplies need to be reserved. 6/
@BhadeliaMD @kavitapmd @ashishkjha @ASlavitt @RanuDhillon @RebeccaKatz5 @Novavax @AstraZeneca @SerumInstIndia @TakedaPharma These are a few challenges – specifics will vary b/w programs & platforms.

All companies in Ph3 have been developing manufacturing capacity throughout 2020 to limit the gap between proof of safety & efficacy and availability of substantial vaccine supply. 7/
@BhadeliaMD @kavitapmd @ashishkjha @ASlavitt @RanuDhillon @RebeccaKatz5 @Novavax @AstraZeneca @SerumInstIndia @TakedaPharma This isn’t to say we shouldn’t always explore all options to expand supply of vaccines that work. And new opportunities could arise anytime (eg, failure of a program) that alleviate some of these constraints and make it possible to do more in a timeframe that matters. 8/

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More from @rvenkayya

3 Jan
THREAD
I created a simple table to illustrate the individual impact of the "flexible second dose timing" now recommended in the UK.

Coincidentally, @bob_wachter & @ashishkjha just tackled the US policy question in this important piece. 1/
I based this on recent statements from the UK chief medical officers, JCVI, and what we know from prior vaccine development. 2/

JCVI: app.box.com/s/iddfb4ppwkmt…

UK Chief Medical Officer (CMO) statement: gov.uk/government/new…

CMO letter to the profession: gov.uk/government/pub…
This table and thread focuses on the AZ vaccine, where more data on a delayed second dose is available than with the Pfizer vaccine. It is not intended to address questions about single-dose regimens or mix & match approaches. 3/
Read 18 tweets
1 Jan
THREAD
There’s much debate around the UK's recommended use of the AZ vaccine with a two-dose schedule and flexible timing of second dose. Some thoughts on the AZ recommendation (not Pfizer) based on available data with refs to some excellent threads. 1/
UK’s MHRA and JCVI are highly-experienced in vaccine assessments and recommendations, and they've surely weighed the benefits & risks of this recommendation carefully. That said, it would be good to see all the data underpinning their recommendation. 2/
In general, vaccines should be taken on a schedule tested in an efficacy trial. But it wasn’t possible to conduct the typical dose and schedule optimization prior to these Ph3 trials, and those trials provided valuable data to inform these recommendations. 3/
Read 14 tweets
28 Dec 20
THREAD
As scientists race to understand the new COVID variants, we have a valuable tool at hand: multiple ongoing Phase 3 vaccine trials. These can provide valuable insights into vaccine protection as well as the natural epidemiology of the variants via the placebo arms. 1/
The first indication of whether vaccine protection is affected will come from the lab: neutralization studies assessing whether vaccine-induced antibodies are as effective at neutralizing the new variant as earlier strains of SARS-CoV-2. Similar activity will be reassuring. 2/
But neutralization assays only assess the antibody contribution to protection, and they won’t measure transmissibility of the new variant. Animal models can provide some information, but definitive answers will only come from clinical and epi studies. 3/
Read 11 tweets
12 Dec 20
I've participated in some great discussions on #COVID19 and #vaccines on #Clubhouse recently. I’ll use this thread to share some references I’ve mentioned and/or plan to bring up in future rooms. @joinClubhouse 1/

@JorgeCondeBio
First up is a new tool from @bhrenton that tracks #CovidVaccine allocations to US states, and *some* distribution sites, based on publicly-available sources and pending a federal tracking website. 2/

Next up is a link to the Black Coalition Against Covid (@BCAgainstCOVID), which I learned about when I was on a panel with its cofounder @DrReedTuckson. It has a number of good resources including a great town hall on COVID-19 vaccine development. 3/
Read 7 tweets
6 Dec 20
THREAD

Swiss cheese is great for explaining how to slow a virus, as @MackayIM's fantastic graphic shows.

There's a history. Dr. Carter Mecher first applied Swiss cheese to pandemics in 2006 at the White House. I told the story @statnews in April. 1/

statnews.com/2020/04/24/swi…
Carter came across James Reason's work in human failures and complex systems when he worked on patient safety at the Dept of Veterans Affairs.

Swiss cheese was a good way to explain the power of early coordinated NPIs in a pandemic, which was called "community mitigation." 2/
Community mitigation came out of @DrRHatchett's work to understand the impact of combined NPIs. In 2006 Richard commissioned NIH-funded MIDAS modelers (3 groups) to model NPIs at different points in time. 3/

@PNASNews @betzhallo @neil_ferguson @ilongini

pnas.org/content/105/12…
Read 6 tweets
1 Dec 20
Fully agree that a human challenge trial *would not* have resulted in an authorized/approved vaccine any sooner.

Disagree that every smart person was recommending a human challenge trial to speed up the approval process. 1/
It is not a simple undertaking to establish a human challenge model, particularly with a novel virus for which the pathophysiology is not well-understood and where a targeted therapeutic is not available for what could be a lethal disease. 2/
Safety is obviously a major issue to be worked out, and this is tightly linked to ethical considerations. Beyond this, it takes time to determine the baseline infection/disease parameters that you hope to modify with the vaccine. 3/ thelancet.com/journals/lanin…
Read 6 tweets

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