20.7 One Filter, Not Three Problems

Time To Read

24–36 minutes

Date Last Modified

Fluids, Electrolytes & Acid–Base Balance · Chapter 7 of 7

“Swollen ankles and a low calcium — drink less salt, take some calcium.” Two confident instructions aimed at two numbers, written the way so many lines in her chart were written: by treating downstream readings as separate problems. This chapter reads the kidney’s own ledger — clearance, GFR, the creatinine that flatters a failing filter — lays the three findings on one lesion, writes the sentence that separates three problems from one, and logs Chart Clue #20.

The question you will answer

Edema, a “low” calcium and an acid drift — three problems, or one? Which single failure could write all three, and what would treating it instead of them have looked like?

Opener · One Leak, Every Reading · about 2 minutes

The opener is the same narrated animation you will watch in Scene 3.

Watch the opener first. It sets the question; the chapter answers it.

1

Read the chart

Patient chart · Stina

2024 → 2026 · ages 49–51

2024 · 49
“A little protein, recheck it sometime.”

2025 · 50
Pitting edema; albumin 2.4; total calcium 7.9 (“low”); bicarbonate 20; urine protein 3.8 g/day; eGFR 48. “Drink less salt, take some calcium.”

Ledger
Creatinine 1.3 — “nearly normal” — in a woman of 58 kg; eGFR 48; creatinine clearance overstates GFR because 15–50% of urinary creatinine is secreted.

Jan 2026 · 50
Sterile pyuria (the Urinary module).

11 May 2026 · 51
FMF diagnosed; colchicine. Summer 2026: renal biopsy — AA amyloid in the mesangium and capillary walls. SAA falling, proteinuria stable on treatment.


Chart clues this module: 1 · The ankles · 2 · Compartments · 3 · The pull · 4 · The calcium · 5 · Buffers · 6 · Acidosis · 7 · this chapter

Before you go on · your prediction

Three findings, three errands, one visit. The most defensible reading is…

Open the one you lean toward. Nothing is recorded and nothing is revealed — you come back to it at the end.

Three problems that happen to coincide — bodies accumulate flags, and each had a sensible fix

Ask what the odds are that edema, a low total calcium and a low bicarbonate share one protein and one organ by chance. Then ask what each errand would have done to the kidney.

One leaking, stiffening filter read from three angles — albumin out, calcium’s carrier gone, acid not excreted

Ask which two findings are downstream of albumin and which is downstream of the same organ by a different road. Then ask what a creatinine of 1.3 is hiding.

A calcium and bone problem first — the DEXA at 38 and the “low” calcium are the thread, and the kidney is a bystander

Ask what the ionized calcium and the PTH showed, and whether a bone problem produces four grams of albumin in the urine.

2

The story

Three short movements: the case, the anatomy and physiology, then the tie back to Stina. Each links to the scene where you’ll see it move.

I · The line that closed the visit

Here is the clue this module logs, in the words that once closed a visit: swollen ankles and a low calcium — drink less salt, take some calcium. It is two confident instructions aimed at two numbers, and it is wrong the way so many lines in her chart have been wrong: by treating downstream readings as separate problems instead of tracing them to one upstream cause. The salt advice treats a true finding — her kidney is retaining sodium — and misses why. The calcium advice treats a number that was never low. Neither mentions the four grams of protein in her urine, the bicarbonate of 20, or the creatinine of 1.3 that everyone called nearly normal.

See it move: Scene 1 · The Line That Closed the Visit · Scene 4 · What to Do Instead

II · The kidney’s ledger, and the number that flatters it

The Renal Clearance lecture is the kidney’s accounting. Clearance is the volume of plasma the kidney completely clears of a substance per minute, and for a substance that is filtered but neither reabsorbed nor secreted, clearance equals the glomerular filtration rate. Inulin is that substance, a plant carbohydrate from garlic and artichokes, and the gold standard. Creatinine is what clinics use, because the body makes it steadily from muscle and the kidney excretes nearly all of it — but fifteen to fifty percent of the creatinine in urine got there by secretion, not filtration, so creatinine clearance overstates the GFR, and a patient with a badly reduced filter can carry a nearly normal creatinine for a long time. Her 1.3 was called nearly normal; her estimated GFR was 48, about half of what a fifty-year-old should have. Clearance also tells you what the tubules did: a clearance below the GFR means reabsorption (glucose, cleared at zero until the transport maximum of about 375 mg per minute is exceeded — the cheesecake, the diabetic, or an SGLT2 inhibitor that lowers the ceiling on purpose); a clearance above it means secretion. Albumin’s clearance should be zero. Hers is not. The ledger says what the biopsy will confirm: the filter is failing, and the number that reassured everyone was the one built to flatter it.

See it move: Scene 2 · The Kidney’s Ledger · Scene 3 · One Leak, Every Reading

III · One leak, every reading — and what to do instead

Lay the three findings on the physiology this module built and they are one event seen from three angles. Lost albumin drops the oncotic pull, so fluid stays in the tissues and the kidney, reading a low plasma tank, retains salt that lands in the ankles too: the swelling is hypoalbuminemia, not diet. Lost albumin drags down the total calcium, so the “low” value is bound calcium gone missing, reframed by a corrected calcium and confirmed by an ionized one: the pill treats a ghost. And the same kidney, stiffening with amyloid, cannot excrete the day’s fixed acid or remake its bicarbonate, so the pH drifts and the lungs breathe a little deeper to cover: the acidosis is renal. Three findings, one filter, one protein, one deposit — the amyloid that Chapter 19 saw under polarized light and that the Immunity module traces to a sensor in a neutrophil. What treating the filter looks like: slow the amyloid at its source (colchicine, and IL-1 blockade if needed, so the liver stops making the SAA that becomes the deposit); lower the pressure in the glomerulus and the protein leak with an ACE inhibitor; replace bicarbonate while the kidney cannot; watch potassium; let the salt take care of itself; and never again let a calcium pill stand in for a question. Chart Clue #20 is the moment a scattered handful of lab flags collapses into one nameable consequence of the organ the course has been tracking since the last module — and the discipline the whole case teaches: do not patch each number where it lands; step back and ask what one upstream failure could have written all of them at once.

See it move: Scene 3 · One Leak, Every Reading · Scene 4 · What to Do Instead · Scene 5 · Beyond the Kidney

3

Watch · explore · think · check

5 scenes. Each one has a short animation or a slide, something to explore, a true/false spot-check of your thinking, and a quick check. Every scene gives you an evidence card for your board.

How to read the scenes

  • Animation (dark teal) — a short animated explainer, one idea each
  • Slide (dark teal) — a still to study: a micrograph, a diagram or a map
  • Explore (purple) — something to push on while you watch
  • Game (purple) — a quick challenge
  • Think (gold) — reason it out, then spot-check yourself with a few true/false questions; not graded
  • Check (gold) — a quick H5P that scores itself

Scene 1 of 5

The Line That Closed the Visit

Two errands, read against the whole page.

Slide · a still to study

Three Findings, Three Errands

The panel, 2025

  • Pitting edema of both ankles.
  • Albumin 2.4; urine protein 3.8 g a day.
  • Total calcium 7.9; corrected about 9.2; ionized 1.21 at the next visit.
  • Bicarbonate 20, then 19.
  • Creatinine 1.3, called nearly normal; eGFR 48.

The two errands

  • Drink less salt: eases the ankles and does nothing for the leak.
  • Take some calcium: treats a deficiency she does not have and adds a calcium load for a leaking kidney.

Above both, from 2024: “a little protein, recheck it sometime”.

Each errand is true about one number and wrong about the patient.

Prefer the full lecture? Water Management (original video on the site)

Explore

The rewrite desk, last time

Editor’s desk

Two chart cards and a red pen. Keep the true half of each sentence, strike the misleading half, add the line each card was missing, then rank the two.

Text description of this explore

An editor’s desk with two chart cards and a red pen. The 2024 card, age 49, reads “A little protein, recheck sometime” above its findings: a urine dipstick positive for protein, in a woman with years of unexplained fevers. The 2025 card, age 50, reads “Drink less salt, take some calcium” above its panel: pitting edema, albumin 2.4, total calcium 7.9, bicarbonate 20, urine protein 3.8 g a day, creatinine 1.3 and eGFR 48. Step 1: for each of the four half-sentences, choose keep (true) or strike (misleading); after you commit, the pen strikes the misleading halves and each card explains its answer. Step 2: for each card, choose the one line to add from four: quantify it now with a urine protein-to-creatinine ratio; urine protein 3.8 g a day with albumin 2.4, so the ankles and the calcium are one leak; repeat the dipstick next year; or total calcium 7.9, start a supplement. Step 3: write your own rewrite of the 2025 card, then compare it with a model rewrite. Step 4: choose which card, read correctly, would have saved more years: the 2024 card, the 2025 card, or neither. Nothing is recorded.

Think · not graded

“Drink less salt” would have reduced her ankle swelling. Explain why a treatment that visibly works can still be the wrong diagnosis — and what the improvement would have cost her by hiding.

Spot-check your thinking: true or false?

Check · Mark the Words

Mark the results that reframe a “low” calcium once albumin is accounted for.

Evidence card 1

Add it to your evidence board

Two true-enough errands, written without the panel beside them.

Scene 2 of 5

The Kidney’s Ledger

Clearance, GFR, and the creatinine that flatters.

Animation · in production · 1 min 50 s

The Kidney’s Ledger

Excretion = filtration − reabsorption + secretion, with the student as the filtrate. Clearance = plasma volume cleared per minute; equals GFR for a substance filtered and neither reabsorbed nor secreted — inulin. Creatinine: 15–50% of it in urine is secreted, so clearance overstates GFR and a failing kidney can keep a “nearly normal” creatinine. Glucose: clearance zero until the Tm (~375 mg/min) — cheesecake, diabetes, an SGLT2 inhibitor lowering the ceiling on purpose; GLP-1 agonists keeping the filtered load below it. Albumin: clearance should be zero. Her creatinine 1.3 vs eGFR 48.

Prefer the full lecture? Renal Clearance and Transport Max (original video on the site)

Game

Balance the ledger

Accountant’s ledger

Five substances, four columns. Fill the ledger, compute each clearance against the GFR, then spring the trap a halved filter sets and find glucose’s ceiling.

Text description of this game

An accountant’s ledger for the kidney. Step 1: a ledger with four columns (filtered, reabsorbed, secreted, excreted) and five rows (inulin, creatinine, glucose, albumin, potassium). For each substance, choose its pattern (filtered only; filtered, then all reabsorbed; filtered, then some secreted too; filtered, mostly reabsorbed, then some secreted; or barely filtered) and how much is excreted (none or almost none; some of what was filtered; all of what was filtered; more than was filtered). After you commit, the ledger fills in. Step 2: choose a substance (inulin, creatinine, fasting glucose, potassium, albumin through a healthy filter, or Stina’s albumin), predict whether its clearance will equal, fall below or rise above a GFR of 125 mL/min, then run it. A bar shows the clearance against a dashed GFR line, and a table reports the plasma and urine concentrations, the urine flow, the clearance and the verdict. Step 3, the trap: set the true GFR with a slider or load healthy (100), her filter (48) or halved again (24); predict whether a 58 kg woman’s creatinine will read inside the normal range, a little over it, or clearly high; then run it. A graph of plasma creatinine against GFR appears, with the normal range shaded, and a table reports the creatinine, the share secreted and what a creatinine clearance would report. Step 4: choose why a halved GFR still gives a creatinine near normal. Step 5: set the plasma glucose with a slider or load fasting (90), after a slice of cheesecake (140), uncontrolled diabetes (320) or an SGLT2 inhibitor at 140; predict whether glucose will reach the urine; then run it. A graph shows filtered, reabsorbed and excreted glucose against plasma glucose, with the transport maximum of about 375 mg/min and the threshold near 180–200 mg/dL marked, and a table reports each value. Nothing is recorded.

Think · not graded

Her creatinine of 1.3 was “nearly normal” in a woman of 58 kg with an eGFR of 48. Explain what creatinine secretion does to the number, what muscle mass does to it, and why the ledger — not the single value — is what a clinician owes a patient with protein in the urine.

Spot-check your thinking: true or false?

Check · Single Choice

Why is inulin a better measure of GFR than creatinine?

Evidence card 2

Add it to your evidence board

The ledger said half a kidney; the single number said nearly normal.

Scene 3 of 5

One Leak, Every Reading

The capstone: three findings on one filter.

Animation · in production · 2 min

One Leak, Every Reading

The sieve with amyloid in it, and three rails out of it. Rail one — albumin into the urine → oncotic pull falls → fluid stays in the tissue → the kidney reads low volume and retains salt → ankles, eyelids. Rail two — albumin falls → the bound calcium goes with it → total reads 7.9 → corrected 9.2, ionized 1.21 → the pill treats a ghost. Rail three — the interstitium stiffens → fixed acid not excreted, bicarbonate not remade → pH 7.33 → lungs cover, bone buffers, potassium rises. One deposit, three rails; the deposit’s source in the Immunity module. Chart Clue #20.

Prefer the full lecture? Introduction (original video on the site)

Explore

Wire the three rails

Rail yard

A kidney with amyloid in its sieve and three rails out of it. Find the card on no rail, wire the rest, label each link, then name the organ upstream of them all.

Text description of this explore

A rail yard. At the top, a kidney with amyloid deposits in a glomerulus; three rails run out of it: rail 1, albumin; rail 2, calcium; rail 3, acid; a short siding below is marked no rail. Nine finding cards from her chart: 1, urine protein 3.8 g a day; 2, albumin 2.4; 3, pitting edema with puffy eyelids; 4, renin and aldosterone high with urine sodium low; 5, cholesterol 312; 6, total calcium 7.9 with ionized calcium 1.21; 7, bicarbonate 19 and pH 7.33 with PCO₂ 33; 8, potassium 4.9; 9, DEXA low at 38. Step 1: before anything is wired, predict which of the nine cards is on no rail; after you commit, that card moves to the siding. Step 2: place the other eight on the albumin rail, the calcium rail, the acid rail, the albumin and calcium rails, or the albumin and acid rails; after you commit, numbered cars appear on each rail. Step 3: label the link from the kidney to each rail with what travels on it: albumin through the leaking sieve; calcium lost in the urine; acid not excreted and bicarbonate not made; or salt from her diet. After you commit, the links are drawn with their cargo. Step 4: name the one organ upstream of all three rails and the module that owns it. Nothing is recorded.

Think · not graded

A mechanism that explains everything should be held loosely. Which one of her findings does this module NOT put on the three rails — and what would you look for to be sure the three-rail reading is the right one and not merely the tidy one?

Spot-check your thinking: true or false?

Check · Multiple Choice

What single cause explains Stina’s edema, “low” calcium and acid drift?

Evidence card 3

Add it to your evidence board

One deposit, three rails: the swelling, the calcium and the acid are one filter read three ways — Chart Clue #20.

Scene 4 of 5

What to Do Instead

Treat the filter, not the numbers.

Slide · a still to study

Protect the Filter

In this order

  1. Slow the amyloid at its source: daily colchicine, and an IL-1 blocker if SAA stays high, so the liver stops making the SAA that becomes the deposit.
  2. Lower the leak: an ACE inhibitor lowers glomerular pressure and proteinuria. Watch the potassium.
  3. Replace bicarbonate while the kidney cannot make enough.
  4. Treat the swelling with care: salt moderation as support, a loop diuretic for symptoms, albumin only for severe, symptomatic edema.
  5. No calcium pill without an ionized calcium and a PTH.

Monitor every few months

  • Urine protein, creatinine and eGFR, bicarbonate, potassium and SAA.

On treatment in 2026: SAA falling, proteinuria stable.

Restore the filter and the salt takes care of itself; patch the numbers and the filter keeps leaking.

Prefer the full lecture? Sodium Management (original video on the site)

Game

Order the plan

Pharmacy shelf

Nine cards on a pharmacy shelf. Sort them by what they treat and the lab line each one moves, order the plan, then work out what happens to her potassium.

Text description of this game

A pharmacy shelf with three rows: treats the cause, treats a symptom, and treats nothing or harms. Nine numbered items wait on the counter: 1 colchicine, 2 an IL-1 blocker (if SAA stays up on colchicine), 3 an ACE inhibitor, 4 a bicarbonate tablet, 5 an albumin infusion, 6 a loop diuretic, 7 salt moderation, 8 a calcium pill and 9 a note reading “recheck sometime”. Step 1: for each card, choose its row and the lab line it moves within a month (SAA; urine protein; bicarbonate; albumin, for a day or two; weight and swelling; or no line that matters). After you commit, the items move onto the shelves and each card explains its answer. Step 2: put the three cause cards (colchicine, the ACE inhibitor and the IL-1 blocker) in the order you would start them, using up and down buttons. Step 3: for six cards, decide whether each pushes her potassium up, pulls it down, or has little direct effect. Step 4: choose what you would check before starting the ACE inhibitor. Nothing is recorded.

Think · not graded

An ACE inhibitor lowers the protein leak and raises potassium; her potassium is 4.9 and her kidney is acidotic. Explain the trade, say what you would monitor, and say why the drug that treats the leak is still the right choice when the number it threatens is the one already drifting.

Spot-check your thinking: true or false?

Check · Single Choice

How does the failing kidney produce a metabolic acidosis?

Evidence card 4

Add it to your evidence board

Treat the deposit’s source, lower the leak, replace the base while you must — and retire both errands.

Scene 5 of 5

Beyond the Kidney

The chemistry is named; the fire runs on.

Slide · a still to study

Where This Chemistry Goes Next

Clue #20, logged

  • Edema, a low total calcium and an early metabolic acidosis: one leaking, stiffening filter, read three ways.

What this module leaves open

  • Her potassium once an ACE inhibitor starts.
  • How much the acid adds to her bone loss.
  • The lectin and the erythrocytosis: the Blood and Immunity modules hold those threads.

Next

  • The reproductive system: years of bleeding and infertility, each worked up alone, in a body whose chemistry was never read as one.

One leaking filter rewrote the body’s chemistry; the next module reads what the same fire did to reproduction.

Prefer the full lecture? Introduction (original video on the site)

Explore

Pins for the next modules

Referral board

Four loose threads and a board of modules. Note what this module has shown and what it cannot answer, then pin each thread to the module that can.

Text description of this explore

A referral board in four quarters, Skeletal, Blood, Immunity and Watch, and four unpinned cards: potassium on an ACE inhibitor, bone under acid, the erythrocytosis, and the lectin (low in 2015). Step 1: write, for each card, what this module has shown and what it cannot answer, then compare with a model. Step 2: eight statements, two for each card; decide whether this module has shown each one or cannot answer it. Step 3: pin each card to Skeletal, Blood, Immunity or Watch; after you commit, the cards appear pinned on the board with an explanation. Step 4: choose which card’s open question can be answered soonest: potassium with a blood test a week or two after the drug starts, bone with a DEXA next month, the erythrocytosis with one more blood count, or the lectin with one more lectin level. Nothing is graded or recorded.

Think · not graded

Every finding in this module was a chemistry number that a single visit could have read as one. The next module’s findings are decades of symptoms nobody connected to chemistry at all. What habit from this chapter transfers — and what will be harder about applying it to bleeding and infertility than to a blood panel?

Spot-check your thinking: true or false?

Check · Summary

Choose the statement that survives scrutiny in each set.

Evidence card 5

Add it to your evidence board

The chemistry is one filter; the filter is one fire; the fire is the next two modules.

4

Your evidence board

Every scene gave you an evidence card, and the chart adds more. Sort each card into the column it supports: One leaking, stiffening filter read three ways, Neither on its own, or Three unrelated problems with three fixes. Some cards can honestly go in more than one place — that’s allowed, and the feedback tells you which cards decide the case.

5

Your verdict

Time to decide. Look back at your bet, then build your verdict from statements that hold up — no writing needed.

Look back at your prediction

Three findings, three errands — the most defensible reading is…

Find the one you chose at the top. Does the evidence support it, refute it, or revise it?

  • Three problems that happen to coincide — bodies accumulate flags, and each had a sensible fix
  • One leaking, stiffening filter read from three angles — albumin out, calcium’s carrier gone, acid not excreted
  • A calcium and bone problem first — the DEXA at 38 and the “low” calcium are the thread, and the kidney is a bystander

Build your verdict · no writing

Choose the statement that holds in each set. The ones you keep become your argument.

6

The finding

Chart Clue #20 · logged

One Filter, Not Three Problems

Pitting edema with an albumin of 2.4 and 3.8 g of albumin-rich protein in the urine; a total calcium of 7.9 that corrects to 9.2 and an ionized calcium of 1.21; a bicarbonate of 19 with a pH of 7.33 and low urinary ammonium; an eGFR of 48 behind a creatinine everyone called nearly normal; renin and aldosterone high, urine sodium low; amyloid in the glomerular mesangium and capillary walls. Chart entry: one leaking, stiffening filter — the nephrotic syndrome and the renal acidosis of AA amyloid — read three ways and patched three times. “Drink less salt, take some calcium” is retired; the plan is the filter: slow the amyloid at its source, lower the leak, replace the base, watch the potassium. Chart Clue #20 joins the timeline the whole course is assembling.

Next · Conclusion

One leaking filter behind every number

Lay the seven findings end to end, build the module verdict — three problems or one lesion — and sit the next clinician down with a panel that has three flags on it and a visit note with two errands.

Reliable information on rare diseases

NORD · NIH GARD · Orphanet · MedlinePlus Genetics: FMF · FMF & AID Global Association · Autoinflammatory Alliance · Global Genes · Amyloidosis Foundation

Stina has one rare disease. In the United States, about 1 in 10 people live with one of the more than 7,000 known rare diseases. These organizations are where patients, families and clinicians go for trustworthy information.

List of terms