New hyponatremia data

In the last couple of months there has been an outpouring of new hyponatremia data and resources. The first I want to discuss is data on the speed of sodium correction with tolvaptan.

Juan Carlos lead a group who looked at the speed of sodium rise with tolvaptan. The primary endpoint was the change in sodium at 24-hours in patients given 15 mg of tolvaptan.

All patients had to have failed fluid restriction to be included in the analysis.

For the purpose of the study, SIADH was defined as:

  • serum sodium concentration ≤ 130 mEq/L
  • serum osmolality ≤ 280mOsm/kg
  • urine osmolality > 100 mOsm/ kg
  • urine sodium excretion > 20 mEq/L

CHF induced hyponatremia was defined as:

  • serum sodium concentration ≤ 130 mEq/L
  • serum osmolality ≤ 280mOsm/kg
  • echo- cardiographic evidence of systolic or diastolic dysfunction
  • urine sodium excretion < 20 mEq/L (if not on diuretics)

All patients had to start with a tolvaptan dose of 15 mg.

The only other concurrent therapy allowed was fluid restriction. Patients who subsequently were started on D5 water, diuretics or salt tablets, had their data censored at the point where the additional therapies were added.

Diuretics are listed as an exclusion criteria but the CHF group were allowed to use them (an exclusion to the exclusion criteria). This is not well described in the methods.

NO DIURETICS!
Except for the half of the cohort that has heart failure.

After restricting the patients by their pre-specified exclusion criteria they had 28 patients with SIADH and 39 with CHF.

Table 1.

Remember how the urine sodium is supposed to be low in heart failure. Take a look at the elevated level found in this study. Conclusion: diuretics work. Also take a look at the low Bun and low uric acid in the SIADH group. These are really helpful in my experience at differentiating the cause in tricky cases.

Tolvaptan was much more effective in SIADH with an average change sodium of 0.80 mmol/L/hr versus 0.17 mmol/L/hr in CHF

Sodium went up by more than 12 mEq/L in 25% of patients with SIADH and 3% of patients with CHF.

Using linear mixed-effects models to conduct multivariable repeated-measures analysis the investigators found:

  • In SIADH a lower serum sodium (<120 mmol/L) and lower serum urea (<6 mg/dL) were risk factors for rapid correction of sodium.
  • In CHF, only serum urea was a risk factor for rapid correction

This is what these variables look like when mixed together (data for SIADH patients)

The discussion includes this tidbit where the investigators try to explain why there is a more dramatic response in SIADH than in CHF.

As seen in Table 1, average kidney function of patients with SIADH was significantly greater than that of patients with CHF. As shown in Figures 4 and 5, a total of 8 of 39 patients with CHF and 1 of 28 patients with SIADH had serum creatinine concentrations > 1.5 mg/dL. Thus, difference in kidney function may account for the observed difference in therapeutic response between the SIADH and CHF groups.

I don’t find this argument convincing because kidney function was tested to see if it predicted response and though eGFR did correlate with response to tolvaptan in SIADH, it was not an independent predictor of response and was not a predictor of response at all in CHF.

In the SIADH cohort, age and baseline values for serum sodium, serum osmolality, SUN, serum creatinine, MDRD, and CKD-EPI significantly correlated with the magnitude of increase in serum sodium concentration during the first 24 hours of therapy. Unlike those parameters, no significant correlation was found between the initial 24-hour increase in serum sodium concentration and either body weight, body mass index, or baseline urine sodium, urine osmolality, serum uric acid, or serum potassium value. In the CHF cohort, baseline serum sodium, serum osmolality, SUN, serum creatinine, and serum potassium values significantly correlated with the 24-hour increase in serum sodium concentration. Conversely, no significant correlation was found between the initial 24-hour increase in serum sodium concentration and either age, body weight, body mass index, or baseline urine sodium, urine osmolality, MDRD, and CKD-EPI values.

This article is accompanied by an editorial by NephMadness Selection Committee member Richard Sterns. He does a nice job describing why this rapid increase in sodium in SIADH show in Morris’ paper was not also seen in Schrier’s SALT 1 and 2 paper. In that phase 3 trial that lead to the approval of tolvaptan, there were 51 patients patients with SIADH, and only 3 of them corrected too fast. This is 6%, well below the 25% found in Morris’ study. Sterns points out the relatively high sodiums found in SALT study (no one below 120 and only 30 had a sodium below 130) as a likely explanation.

Sterns wraps up his editorial with a neat description of the pharmacokinetics of tolvaptan and arguing for dosing the drug at 3.75 mg and then repeating the dose as needed every 6 hours to titrate the change in the sodium level.  Clever.

The minimally effective tolvaptan plasma concentration to increase urine output is approx. 25 ng/mL, and maximal increases in output occur when tolvaptan concentrations exceed 100 ng/mL. Levels > 25 ng/mL are achieved by doses as low as 3.75 mg, but do not remain at this level for long because the half-life for this dose is a little more than 4 hours. A 15-mg dose achieves peak plasma concentra- tions well above 100 ng/mL in patients with SIADH, enough to sustain a maximum water diuresis for more than 4 hours. A maximum water diuresis can increase the serum sodium concentration by >2.5 mEq/L per hour, yet it is not clear why this would be desired.

The standard practice in the United States is to administer 15 mg of tolvaptan and then encourage water intake to offset the resulting variable (and often large) water losses. Considering the high price of the drug in the United States (w$300 per tablet), this practice is basically flushing money down the toilet…

…A much more desirable outcome in patients with severe hyponatremia would be a modest but sustained increase in urine volume with a resulting slow steady increase in serum sodium concentration. If urine volumes were less massive, free-water restriction could be continued to avoid unwanted exacerbation of hypona- tremia. Theoretically, the desired response could be achieved with initial doses of 3.75 mg, repeating or increasing the dose every 6 hours if necessary, based on results of urine output and/or serum sodium levels measured before each dose, until the target increase in serum sodium level for the day is achieved.

Another source of additional insight on the study is an interview by Tim Yau of Juan Carlos at AJKDbog.org.

The Stanford short course on medical informatics, circa 1995.

After I graduated Medical School, I went to Stanford for a one week course on computer informatics. It was 1995. I had seen the world wide web before but this was my first exposure to HTML editing. We were shown expert diagnostics systems and an electronic medical record. It was Tomorrow Land for how the computer was going to shape the future of medicine.

The class was organized by Edward Shortliffe, At the time he was famous for this textbook:

It was published in 1990 and a number of our lectures came from chapters in this book. We think of the computerization of medicine as being a very contemporary subject, but Shortliffe was a co-author of a book titled “Readings in Medical Artificial Intelligence. The First Decade,” published in 1984!

The most important thing that I experienced in that course was Bayesian logic. There was a whole day on computer-aided diagnosis and as part of this, there was a lecture on the mathematics of pre-test and post test probability. Learning that there was a mathematical way to make sense of the uncertainty that had been a consistent companion on the wards was a revelation. I had travelled across the country to Palo Alto and Dr. Shortliffe had pulled the curtains of confusion from my eyes. He had shown me the science of medical decision making. It was a revelation.

At that time I was carrying around an HP200 lx, 1990’s ubercalculator/PDA.

It had an amazing programable calculator. I entered the equations for post-test probability and after class excitedly went up to Dr. Shortliffe and explained that I was sure that I could research the sensitivity and specificity of all the tests I needed, but I had never come across any data on the pre-test probability. I wanted to know where I could find that information. He looked at me and told me that the pre-test probability is your intuition as a doctor. You had to assign your own pre-test probability based on your history and physical and other pieces of data.

Intuition…

This detailed lecture with mathematical certainty was at its very core just human, fallible, intuition.

It crushed me. Math wasn’t going to save me.

I hadn’t thought of that moment in my medical education journey until I read The Laws of Medicine. Law 1: A strong intuition is much more powerful than a weak test.

Get a copy of this book and read it, so you can discuss it with #NephJC in the Summer Book Club this August.

 

Happy Birthday PBFluids: A decade of Blogging.

Me: PBFluids turns 10 years old this month.

Wife: You going to throw a party?

Me: No, but I’m going to write a blog post.

May 30, 2008, my first post at PBFluids.

Ten years. That’s a long time in  career. At the speed of social media, it’s an epoch. 

Defining moments from PBFluids’ first 10 years

The Beginning

When I started PBFluids, the there were two other nephrology blogs out there, Joshua Schwimmer’s Kidney Notes (March 7, 2005!) and Nathan Hellman’s Renal Fellow Network (Nate started his 5 weeks before PBFluids). Comparing PBFluids to Renal Fellow Network feels a bit like saying between me and Michael Jordan we have 6 NBA championships. But nonetheless, ten years ago we were the first few pebbles which started rolling down this mountain which has become an avalanche of online nephrology education.

Though there was Nathan and Schwimmer, and a year later Kenar (December 7, 2009, talk about a day that will live in infamy) and Tejas (NephOnDemand is a lot different today than it was in the early days), we were all pretty independent. I rarely interacted with them and they rarely interacted with me. I read their stuff and was influenced by what they were doing, but blogging was largely a solo affair. Now every post I write is either inspired by an interaction on Twitter; vetted, reviewed and proofed on Twitter; or has Twitter generated follow-up. The blog and the #NephTwitter community are inseparable.

At Kidney Week 2008 (the first after launching PBFluids)  I live blogged some of the lecturers. Essentially I was live tweeting, but with Blogger. The results were not pretty (see this, and this, and this). I knew what I wanted to do, but Blogger was the wrong tool. I joined Twitter a month later.

For the first two years on Twitter I barely used it. This was largely due to the lack of a community online. It wasn’t until 2011 that #NephTwitter started to become a thing. The blog was important, but Twitter allowed for the interactivity and collaboration that no other platform could provide. Twitter was the essential trigger for nephrology’s social media awakening.

Turning the microphone on.

In October of 2008, 5 months after starting PBFluids, Dr. Schwimmer linked to my blog. Getting a link from KidneyNotes turned the microphone on. It turned the blog from an ego project with an audience of one into a (very) limited publishing platform. Joshua made me a public physician.

monthly page views for the first year of PBFluids

The Smartphone Wars

PBFluids is older than the App store. So a lot of early posts looked at smart phones and how they were going changing medicine. At first it was iPhone vs Blackberry and soon after that, iPhone vs Android (I might have been premature when I called the results of this one).

In March of 2009 I had my first breakout post that received real traffic. It was a review of medical calculators for the iPhone. Don’t miss the follow-up post on MedCalc, which is still my go to medical calculator.

Best story of the blog

October 2010: ‘Meeting’ Margaret Atwood on Twitter.

The story was so cool it got picked up by the Guardian. If you ever wanted to know happens to traffic to your personal website when a post you wrote gets covered by The Guardian, take a gander:

The Madness begins

In March of 2012 I made this video for World Kidney Day.

I wanted to recreate the spirit of Shit Nephrologists Say for the following World Kidney Day. In February of 2013, Matt and I were brainstorming ideas and NephMadness was conceived.

NephMadness

My favorite line from that post:

I had my partners and fellows fill out brackets today. They all had a lot of fun doing it. There is something light and joyful pitting these heavy topics against each other in totally absurd ways. Take a crack at it, have fun.

Seeing Twitter nephrology get into NephMadness and care about it made me understand what was possible with FOAMed. It made me see that we could change medical education so it was woven into your online-life. We could make medical education feel less like the lonely library on a Friday night and more like a raucous but productive study group with your med school friends. It could connect nephrologists so that we could learn together, be smarter together, be stronger together, and have fun together.

The DreamRCT flash in the pan

In a fit of insanity I tried to shoe horn DreamRCT between the new year and NephMadness. Here was my entry in the first contest.

#DreamRCT: Prove the uric acid-CKD connection and win Richard Johnson a Nobel

The following year we moved it to the fall and partnered with MedPage Today. We had a great panel of judges and amazing entries. The reason there was not a year three of DreamRCT was not due to lack of great content. DreamRCT was a victim of trying to do this social media education in the cracks between clinic and rounds. Sometimes there are just not enough h=nights or weekend.

Here is my entry for DreamRCT 2: An EBM take on one of the fundamental problems with hyponatremia.

Please fund my #DreamRCT, it is just embarrassing how little evidence is found in hyponatremia

The second DreamRCT was also the capstone project of the first year of the NSMC. Four of the sixteen studies in DreamRCT 2 were written by our first four interns. Looking at the list of DreamRCTs it is amazing how many questions they brought up that are still taxing us. I particularly loved Scherly’s MIND study and Chi Chu’s RCT on contrast nephropathy.

NSMC

Speaking of the NSMC, it was also was launched on PBFluids:

The first Nephrology Social Media Internship

NephJC

Actually it was launched on NephJC.com, but NephJC.com itself was launched here:

#NephJC is coming

While writing this post I came across a lot of PBFluids deep cuts that I haven’t thought of for years. A few gems:

Area Codes, RTAs, and Amphetamine. This is what Twitter is like.

Another Twitter collaboration that turned into a fun post

There once a dialysis patient from Nantucket…

In the last year Twitter has really shake off many of the ancillary companies and services that grew-up around it to support the service. FavStar going away in a few weeks. Storify is gone. We have seen TweetChat and TChat.io lose so much functionality to be unusable. But the blog marches on. After a decade of change and innovation in the social media space there is still room for the blog. And more importantl,y the blog, with its dependence on simple HTML, the portability of its data, and its ability to reform itself (see my transition from Blogger to WordPress this year), has a durability that is valuable in Medical Education. I may not be publishing new content to PBFluids in 10 years, but the work that is here, will remain.

Happy Birthday PBFluids, it’s been a great ride.

New types of scholars for Generation FOAMed

Interesting article on new roles for scholars to play in the promotion of evidence based medicine. (PDF)

All star team of writers too:

If that interests you, take a look at the role of Medical Journals in the Age of Ubiquitous Social Media by again by Trueger. The article has this line that hit particularly close to home:

some journals take the “meta” step of publishing articles about physicians’ social media use, which are often then shared to great acclaim on social media

Something we have seen with our recent Social Media paper in Kidney International Reports.

 

Spooky Sodium, the Lecture

Last year’s NephJC on Jen Titze’s study on simulated Mars missions and sodium handling really baked my noodle.

Titze’s arm of research breaks the foundational laws of body fluids. Partly to help myself grasp the information, and partly to help spread this paradigm shifting research I created a 1 hour lecture on his work. I have given the lecture a few times, but I’m still not sure I have it right. I am offering the lecture to the internet to solicit comments. What did I get wrong? What is unclear? And I would like to add my outrage that when I went to the update in fluids and electrolytes pre-course that the ASN offered at Kidney Week this entire angle of sodium was completely ignored, except for one derogatory, snide comment. The legends of sodium, fiddling while their Rome burns .

One thing I am still having trouble with is the increased urine output at the highest sodium intakes. I get that free water clearance generates solute free water and this dilutes total body sodium decreasing the need to drink but this free water is only a hypothetical construct, it is not actually available to increase urine output. Right?

Here is the lecture:

Antibiotics and AKI for #MADID18 (now with video)

Last fall, Dr. Davis (@IDPharmProf) asked if I would be interested in speaking about antibiotic induced AKI. She was thinking of submitting an idea for a session on kidney disease and antibiotics. Later, she told me I would be sharing the stage with Bruce Mueller (@BAMPharmD), who would be talking about antibiotic dosing during AKI and CRT. This felt like agreeing to doing some Karaoke and then being told you are being paired-up with Frank Sinatra.

I did my best, but compared to Dr. Mueller, the only difference between me and Bozo was the red nose and floppy shoes.

Here is a screencast of the presentation and the slides for you to peruse. But if you ever get a chance to hear Dr. Mueller, don’t miss it. He is really good.

 

 

Keynote: MAD-ID Antibiotic Induced Acute Kidney Injury

PowerPointMAD-ID Antibiotic Induced Acute Kidney Injury

PDFMAD-ID Antibiotic Induced Acute Kidney Injury

 

The Dark Side and Light Side of Social Media

This is the topic that I was asked to speak about at the International Society of Peritoneal Dialysis meeting in Vancouver. I have never had to speak specifically about the negative aspects of social media in medicine, though I have addressed in previous lectures. I thought it was a good exercise. Here is the talk:

Here are the presentation files:

Amazon, Sales Rank and Nephrology Secrets

I am reading the  biography of Jeff Bezos, The Everything Store by Brad Stone.

And as I’m reading about Amazon’s innovation after innovation, one jumps out as being particularly relevant to me: Amazon Best Sellers Rank.

I’m not surprised that Secrets is the best selling new release in Nephrology. The series is very popular and the last edition is 10 years old. I suspect there is significant pent up demand.

What shocked me is where the Fluid Electrolyte Acid Base Companion is on the Nephrology Best Seller List:

Fluids came out in 2000. I think we printed 1,200 copies and never did a second printing. We sold out the last of our inventory over a decade ago. If Amazon is telling the truth about their sales either someone has counterfeited the book, these are used books that are being sold over and over again, or this is new old stock that someone found at the back of a warehouse.

My daughter suggested another possibility, that all nephrology books sell like crap. (I’m beginning to come around to this theory as I see how much the sales rank jumps around.

Here are the current sales ranks for some nephrology books of note:

Secrets

Acid-base, Fluids and Electrolytes Made Ridiculously Simple 3rd Edition

Fluids, Electrolytes, and Acid-Base Companion

Handbook of Dialysis Fifth Edition

Clinical Physiology of Acid-Base and Electrolyte Disorders (Rose and Post)

The rankings look funky because I wrote this post in two sessions, separated by a number of hours. Apparently at these sales volumes the the ranking are pretty erratic.

We are looking for Alport Syndrome patients for a study

I am a primary investigator of the Regulus RG012 study using RNA inhibition to treat Alport Syndrome.

Here are some good resources that I used to brush up my Alport and RNA inhibition skills.

First a video review of Alport

https://www.youtube.com/watch?v=mJ6ULJrdW7I

The best part of the video is the detailed description of collagen IV at 4 minutes. This finally allowed me to understand the multiple mutations that cause Alport.

This video is grand-rounds length description of Alport with a focus on how it affects women by my friend Michelle Rheault.

RG-012 uses a drug that is a oligonucleotide that inhibits the activity of miR-21. miR-21 is a micro RNA which affects the translation of mRNA to protein. In high school biology I learned about messenger RNA, transfer RNA, and ribosomal RNA and that was enough RNA for anyone. But then the Nobel Prize guys had to go and give a prize for the discovery of RNA interference in 2006. Here is a basic explainer about RNA interference.

Here is Regulus’ presentation on RG-012

If you are a physician in Michigan with a patient with Alport Syndrome (needs to be pre-dialysis and per-transplant) or a patient with Alport Syndrome please get in touch, we want to hear from you.

Joel Topf (jtopf@mac.com)