So, I suspect most don't really get what the big deal is in not reporting the primary outcome of a trial before commencing the trial, so here's a short #tweetorial..
So, let's say you're a competitor in a shooting contest, how do you measure your success? That's right - a target
Similarly, in clinical trials one starts with a target - aka primary endpoint. Generally this is the outcome of the trial you want to measure. These outcomes differ based on the kind of trial being planned. E.g. if we were planning a heart failure trial, some outcomes we might..
measure would be : improvement in LV function, improvement in symptom status, hospitalization, to just name a few. In Covid trials, these end points are determined based on the population we are studying, so for mild cases it might be time to recovery, or progression of disease.
For moderate to severe cases on the other hand, we tend to look at more serious endpoints like need for oxygen or mechanical ventilation or death. The outcome has to be relevant to the patient and it should easily measurable with limited scope for manipulation or bias.
Why else is identifying primary endpoints crucial in designing a trial? A: Because it also determines how many patients you have to recruit. This gives your trial adequate statistical power to confidently say that any difference you do eventually find is actually meaningful.
So what does it mean if I don't declare the primary endpoint and leave it nebulous and undefined?? "Efficacy" can mean many different things, to a sneaky investigator its meaning could be changed to suit whatever small difference your trial accidentally picked up by chance.
In fact, if I were a sneaky investigator, I would measure a hundred different things just in case one happens to show an incidental difference at the end of the trial, then point to that and say "See, I told you my drug works!!"
That is why endpoints HAVE to be "pre-specified"
It would be like shooting a machine gun in the dark, switching on the lights later, then pointing at wherever my bullets landed, and saying "Yep, that's exactly what I meant to shoot". It's unethical and sneaky. It's why we have a database like CTRI in the first place
To prevent "gaming" of trials. Companies hate it when their trials end up negative, and that's why they certainly love it if they can hide the target from you, only to sneakily reveal it later with a flourish, and whaddaya know? There's an arrow there!!
So, this is why you should be suspicious of what DRDO and Dr. Reddy Labs are upto when they say 2-DG "works" especially given the soft end point they eventually reported in their press release
"Composite end point of symptom relief AND free from oxygen on Day 3" might just be the only significant thing they could find when they analysed their 100 measurements, and given this language it sure sounds like it. We won't know anyhow until they give us a preprint or publish.
Until then, take this press release with a HUGE truckload of salt. End of tweetorial
I am linking to am interesting article that shows that this lack of knowledge of accurate ECG lead placement extends even to cardiologists! onlinelibrary.wiley.com/doi/abs/10.111…
Unfortunately the most inaccurate reading taken in a hospital is often the blood pressure. Nearly always guaranteed to be off.
Shown here are a few common errors made during BP measurement:
Can you spot them all?
There are at least 6 errors shown here.. answers in 2 hours.
Answers: 1. Back unsupported 2. Feet not planted on the floor 3. Cuff over shirt 4. Cuff too small for arm 5. Patient talking on phone 6. Patient's legs are crossed 7. Arm should be supported with cuff at heart level
Few more points to be remembered are all beautifully explained in this infographic 👇
Short thread on what evidence means to us in medical field and why real doctors don't promote unproven and pseudoscientific Rx
Below is a classic example of a pseudoscience apologist who uses circular reasoning and appeals to ignorance to justify his stand against evidence 👇1/n
Let's break down his reasoning one-by-one and show why modern medicine gives so much importance to trials.
1) He states: "Absence of evidence is not evidence of absence" > This might be true except if after 1000s of years of tall claims, there is still absence of evidence 2/n
then that is telling. Trying to shift the burden of proof to absolve AYUSH proponents of responsibility is ludicrous to say the least.
e.g. If some folks believe that Elvis is still alive, then it's their prerogative to provide evidence for the same, not ours. 3/n
So Dr. Reddy's has revealed the actual primary end point of their Phase 3 #2DG trial. They claim this was pre-specified and I guess we'll have to take their word 4 it.
But, wait a minute.. what was the +ve outcome they presented to DCGI? Was it time to 2 point improvement? 1/n
Umm, this sounds very different - they presented only proportion of patients with 1 point improvement at Day 3. Which if u recheck the last tweet, wasn't even one of their secondary end points! 2/n
What happened to all the other endpoints? Time to 2-pt imp, Time to reach pt 4, Time to pt 0, Time to negative PCR? What happened to these patients on Day 5, Day 7, Day 14??
Where is the test for statistical significance? Note that there is ZERO relevance of stating the RRR.. 3/n
Just leaving this here:
AYUSH 64 is an old formulation that was first tried in malaria and failed to show benefit compared to standard treatment. It was commercialised in 2014 by selling rights to Dabur and is being heavily promoted without any scientific evidence..
Abstract for the phase 2 trial in patients with Vivax malaria. No subsequent larger trials done..
Reason why it's being repurposed for covid-19?
Simple: Helpless ministers don't have any idea what to do. They failed to arrange hospital beds or oxygen or ventilators or health capacity, so what else is left? You got it: promote pseudoscience BS.
To those who have recovered from covid and are eager to share their experience:
PLEASE try not to make it into a promotion for a particular drug or treatment regimen
I've seen too many tweets that read "Doctor gave me this drug and in 5 days I was fine!"
This can be dangerous..
Your individual experience may mislead others to think that it's a simple matter of "what worked for him should work for everyone" which is not how medical science works..
As doctors we determine what works via clinical trials which have to be well designed and conducted
And we determine the best treatment approach for each individual patient based on different levels of evidence: