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Paper Spotlight: Mechanical Thrombectomy in Anterior vs. Posterior Stroke

Research question concept map

May 25, 2022

Let’s take a quick peek at an actual manuscript published using our software. Check it out!

Seeing a manuscript through to publication is stressful. You have spent months searching, screening, extracting, analyzing, and writing to be at the whim of some random peer reviewers who don’t see your manuscript as the masterpiece you know it to be but instead as an incoherent string of sentences with no scientific value. Ouch. However, you’re resilient and after a couple of revisions, you’ve finally received the approval of the journal and your paper has been accepted. You can finally breathe again; you’re done! 🎊

NK and our Stanford collaborators are finally breathing again because our latest paper has been published in Interventional Neuroradiology. We’re super excited about this one, and we figured, “Why not write a blog about it?” Let’s kick it off by going over who we worked with and what this project is about. 

Who'd we work with?

We worked with a Gautam Adusumilli and Jeremy Heit over at Stanford. They brought the brains and the muscle, while NK brought the software. 😎 Eventually, the collaboration expanded to include Hassan Kobeissi.  

What was the objective of this paper?

The main point of this paper was to compare the outcomes of anterior to posterior strokes after treatment with mechanical thrombectomy. 

If your eyes glazed over and brain turned off after reading all that jargon, don’t fret. I’ll break it down!

What is a stroke? 

A stroke is when a clot blocks off blood flow to a part of the brain. It’s similar to when you’re drinking a strawberry smoothie and a big piece of strawberry gets stuck in your straw. Your brain doesn’t get blood flow or nutrients the same way your mouth doesn’t get the delicious taste of strawberry smoothie. However, with a strawberry smoothie the worst that can happen is that you get hangry, while with a stroke, there can be very serious consequences for not getting appropriate treatment in a timely manner to restore blood flow to your brain. 

Why does anterior vs. posterior matter?

Strokes can happen in different parts of the brain, but there are some places of the brain where it is worse to have a stroke than others. Without getting too far into the weeds, it is worse to have a posterior stroke. Don’t believe me? Check this article out. Since posterior strokes generally do worse, we were interested to see how people with posterior strokes fare after treatment with mechanical thrombectomy. 

What on God’s green Earth is mechanical thrombectomy?

This is a treatment for stroke. In layman’s terms, it’s a way they fix the stroke by getting the clot out to restore blood flow to the brain. There’s a bunch of different ways they do this. For example, they can use an aspiration catheter, where they suck the clot out. They can also use a stentriever, which is where they put the clot in a cage and drag it out. To make things even more interesting, they can do both at the same time. 

Putting it together:

We want to see how patients who have posterior stroke (the worse ones) compare to anterior strokes (the better ones) after mechanical thrombectomy (the procedure where they try and restore blood flow). 

How do we compare outcomes?

Great question! There’s a bunch of ways to look at how someone is doing after a stroke. One way is through a metric like TICI, which is how we measure how much blood flow is restored after the surgeons try and remove the clot. Another way is through a scale like mRS, which attempts to measure how disabled a patient is. There’s also mortality. Obviously, if more people are dying in one group vs. the other group, that’s not a great sign. 

What were the key findings?

  • Anterior and posterior stroke patients had comparable rates of successful restoration of blood flow. 
  • Anterior stroke patients had greater odds of 90-day functional independence.
  • Anterior stroke patients had lower odds of 90-day mortality. 

What did NK contribute to this project?

The Stanford collaborators came up with the idea and did a lot of the heavy lifting in terms of the searching, screening, tagging, and extraction. Although, NK personnel did help with some of that too as you can see from the dashboard (shout out to Kristen!). However, the biggest contribution that NK made was in training the Stanford collaborators on how to use our software and guiding them through the process in a more hands on way in previous papers. 

Yes, you read that correctly, previous papers. We’re proud to say that we’ve published several papers with these collaborators over the past year including all of these: 

  1. Common data elements reported on middle meningeal artery embolization in chronic subdural hematoma: an interactive systematic review of recent trials
  2. Endovascular Therapy Versus Medical Therapy Alone for Basilar Artery Stroke: A Systematic Review and Meta‐Analysis Through Nested Knowledge
  3. Mechanical Thrombectomy With and Without Intravenous Tissue Plasminogen Activator for Acute Ischemic Stroke: A Systematic Review and Meta-Analysis Using Nested Knowledge

Shameless plug: If you want support with learning how to use NK’s platform, please check out our support page. We’ve got everything from live streams to a wiki to personalized 1-on-1 support available. Check it out!


How does using NK help get you published?

Where to begin! For starters, the average systematic review takes about 67.3 weeks according to this study. We’ve published four reviews with these collaborators with the first paper published in December 2021, and we haven’t even reached June 2022, yet! This is incredible and absolutely a testament to the dedicated and brilliant researchers at Stanford, but it’s also a reflection of how using the right software can help you achieve your research goals, and all of us at NK are proud to have, in part, facilitated this research getting out there to help doctors make better clinical decisions. Now isn’t that something to feel good about after a hard day’s work, am I right?

What were the challenges of working on this project?

I think the biggest challenge of working on this project was constructing comprehensive search terms. While I lazily threw around the terms “anterior” and “posterior,” there’s actually a lot of complicated vasculature within those umbrella terms. For example, instead of saying a posterior stroke, a paper could describe the stroke as a basilar artery stroke, which would require medical knowledge to know that the basilar artery is a part of posterior circulation. Yikes! 

This was definitely a tough situation and not something our software could have helped, unfortunately. However, after a lot of diligent searching and screening, we got through it. 💪🏼

What's the future for collaborations at NK?

At NK, we love supporting our independent collaborations and hope to continue working with them in the future. Our ultimate goal is to revolutionize the way reviews are done to make them more transparent and updateable, and supporting collaborations and their research on the platform helps us achieve that goal. 


We’ve worked with some cool people and published some awesome papers. We hope that you check us out and use our software to publish even more awesome papers. 

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