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Wael Hussein

@waelhussein

Nephrologist. Informatics and data analysis enthusiast. #MedSky #NephSky

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10.11.2024
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Latest posts by Wael Hussein @waelhussein

Did it fully reverse both times?

I’m curious about these cases and I think we should discuss them more.

However, when it’s not easy to check or it causes inertia, requiring that check is harmful. (I think)

01.03.2026 14:08 👍 1 🔁 0 💬 1 📌 0

Requiring a test 2-3 weeks after starting an SGLT2i and then dealing with the (expected yet surprising!!) eGFR drop
-> underprescription and unnecessary discontinuation.

Checking should be limited (high risk eg vol issues or if symptoms).

What guidance can we give our trainees? #askrenal

01.03.2026 11:56 👍 4 🔁 1 💬 1 📌 0

Do you check labs after starting SGLT2i in CKD patients?

What % of pts drop eGFR >30% after starting SGLT2i?

What are the usual causes if that happens?

Do you know of any studies that specifically looked at that?

@askrenal.bsky.social #flozinators

01.03.2026 11:56 👍 2 🔁 2 💬 5 📌 0
Preview
a man is carrying a suitcase through a living room in a house . ALT: a man is carrying a suitcase through a living room in a house .

- y do u want to put me on januvia after my pcp stopped it?

- It'll slow down ur dis.. (explaining and discussing)

- yeah, but my pcp stopped it because of my kidney numbers.

- Yes, and I'm ur kidney specialist (another round of explaining).

- but my pcp said it was bad for my kidneys..

Me: 😭

22.01.2026 12:17 👍 3 🔁 0 💬 0 📌 0
Preview
a bald man wearing a plaid shirt and a black vest ALT: a bald man wearing a plaid shirt and a black vest

Patient was told to reduce his work hours so his lower income qualifies him for savings on health insurance.

Ends up with more money if he works less.

How ironic!

Not a US-only problem. Seen it in Europe too.

15.01.2026 12:40 👍 0 🔁 0 💬 0 📌 0

Gosh that will be painful!

Only want the info available at the visit to assess the rate of decline of kidney fx.

In this era, however, electronic systems should provide patients with far more individualized, meaningful info - not just numbers. I bet this wish is coming soon.

12.01.2026 08:08 👍 2 🔁 0 💬 0 📌 0

I always struggle with how to judge GFR decline in individual patients.

If I had a wish, it would be to have weekly measurements between clinic visits. Without needles. And without lab trips.

Does that still count as one wish?!

#NephroWishList

12.01.2026 01:47 👍 1 🔁 1 💬 1 📌 0

Guidance: Be comfortable with short-term eGFR swings.

Act only on *sustained* changes. Otherwise you are treating biological variability, not disease.

*And always correlate with the clinical picture *

11.01.2026 14:09 👍 2 🔁 2 💬 1 📌 0

At Cr = 2.0, a 5% CV = ±0.10 mg/dL noise.

That normal scatter alone produces Cr 1.8–2.2, exactly the range creating our 42 - 33 eGFR swing.

This small creatinine noise becomes a 7–9 mL/min eGFR illusion of progression or recovery.

11.01.2026 14:09 👍 1 🔁 0 💬 1 📌 0
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Biological Variability of Estimated GFR and Albuminuria in CKD Determining whether a change in estimated glomerular filtration rate (eGFR) or albuminuria is clinically significant requires knowledge of short-term within-person variability of the measurements, which few studies have addressed in the setting of ...

This study measured short-term variability in stable CKD.

Most patients had within-person creatinine CV ~3–7% over <4 weeks.

pmc.ncbi.nlm.nih.gov/articles/PMC...

11.01.2026 14:09 👍 1 🔁 1 💬 1 📌 0

Using CKD-EPI 2021:
Cr 1.8 → eGFR 42
Cr 2.0 → 37
Cr 2.2 → 33
So a trivial 0.2 mg/dL creatinine change shifts eGFR by ~5 mL/min.

11.01.2026 14:09 👍 0 🔁 0 💬 1 📌 0

Noise or signal?

eGFR fluctuating from 42 - 33 mL/min over a few weeks in a *stable* 57-yo man (Cr ~2.0):

biological noise or reason to worry? 🧵⬇️

11.01.2026 14:09 👍 6 🔁 2 💬 1 📌 0
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Can’t get more surprising!

01.01.2026 14:34 👍 1 🔁 1 💬 2 📌 0
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a man in an orange suit is dancing in a room ALT: a man in an orange suit is dancing in a room

Me leaving the clinic with all notes completed and signed- thanks to AI scribe:

14.11.2025 18:19 👍 0 🔁 0 💬 0 📌 0

Sing it brother!

24.10.2025 02:25 👍 9 🔁 2 💬 0 📌 0
MSN

Humans:

- Taking my job?

----- I hate AI!😡

- Helping me get rid of another human when doing something?

----- I love AI!🥰

We are doomed!!

www.msn.com/en-us/health...

02.10.2025 11:40 👍 2 🔁 0 💬 0 📌 0
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Disseminating innovations in health care - PubMed Health care is rich in evidence-based innovations, yet even when such innovations are implemented successfully in one location, they often disseminate slowly-if at all. Diffusion of innovations is a m...

The recipe includes: trust, incentives, visible early adopters, and leadership.

Innovation only starts at invention. Adoption is the next main component.

How many clever solutions do you know that need a push towards adoption?

Here is the JAMA article again: pubmed.ncbi.nlm.nih.gov/12697800/

28.09.2025 18:11 👍 0 🔁 0 💬 0 📌 0

The lesson? Discovery is only half the battle.

Without systems that support diffusion, life-saving interventions stay stuck in labs and journals instead of reaching patients.

28.09.2025 18:11 👍 0 🔁 0 💬 1 📌 0

In healthcare today, effective interventions (drugs, vaccines, care models) take DECADES to become routine.

Innovation diffuses slowly even when the benefits seem obvious.

28.09.2025 18:11 👍 0 🔁 0 💬 1 📌 0

"To introduce any new article of food among seamen... requires both the EXAMPLES and the authority of a Commander."
- Captain James Cook.

LEADERSHIP DRIVES DIFFUSION!

28.09.2025 18:11 👍 0 🔁 0 💬 1 📌 0

EVIDENCE ALONE IS NOT ENOUGH!

Adoption required authority, leadership, and culture change.

Cook saw this and he benefited from the immediate application for himself and his crews.

28.09.2025 18:11 👍 0 🔁 0 💬 1 📌 0

However, it wasn't until 1865 - 264 yrs after Lancaster, that the British Board of Trade required merchant ships to follow suit.

Two and a half centuries from proof to policy!!! So why so slow?? 😵‍💫

28.09.2025 18:11 👍 0 🔁 0 💬 1 📌 0

It took 48 more years for the British Navy to officially issue citrus rations.

Scurvy nearly disappeared from its fleets.

28.09.2025 18:11 👍 0 🔁 0 💬 1 📌 0

Year: 1747 (146 years later!)

James Lind repeated the test aboard HMS Salisbury.

Again, citrus worked!! Now, there should be immediate adoption, right? Again, not even close!!😢

28.09.2025 18:11 👍 0 🔁 0 💬 1 📌 0

Year: 1601. Nobody knows about vitamin C at that time.

Captain James Lancaster tested lemon juice at sea.
👉 His sailors remained healthy. 🎉💪
👉 All while almost HALF the crews on other ships died of scurvy.💀

You'd expect immediate adoption? Not even close. The Navy ignored it.

28.09.2025 18:11 👍 0 🔁 0 💬 1 📌 0
Preview
Disseminating Innovations in Health Care Health care is rich in evidence-based innovations, yet even when such innovations are implemented successfully in one location, they often disseminate slowly—if at all. Diffusion of innovations is a m...

A fascinating story about prevention of scurvy shows how it can take CENTURIES between discovery and practice.

Meanwhile, there will be winners and losers.

Here is the story and some valuable lessons. A thread 🧵 below.

doi.org/10.1001/jama...

28.09.2025 18:11 👍 2 🔁 0 💬 1 📌 0

15 L interdialytic wt gain.

Record?

Pt was trying to beat nausea with chips and water.

03.09.2025 20:49 👍 0 🔁 0 💬 0 📌 0
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How are our patients dealing with these tremendous costs?

Do you have ppl in ur clinic to help pts obtain these medicines at an affordable cost?

Source: Primer on Diabetes Management www.vumedi.com/video/primer...

02.09.2025 00:46 👍 3 🔁 0 💬 1 📌 0
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In case you missed it on the #AJKDBlog:

AJKDBlog Interviews Editor Timothy Yau caught up with Dr. Subhash Chander to discuss if urea is effective for managing SIADH-induced hyponatremia.

bit.ly/ChanderBlog25 (FREE)

03.08.2025 16:01 👍 3 🔁 1 💬 0 📌 0

Do u have a local policy for picc- and mid-lines for pts with renal impairment?

🧭 Any simple algorithm that can be shared with other specialties?

⛔️ “Has to be discussed with nephrology” is a battle- we r the bad people who r inconsiderate of realities of the pt’s (immediate) care!
#askrenal

25.07.2025 19:21 👍 2 🔁 1 💬 0 📌 0