20.9 Evidence Behind the Case

Time To Read

5–8 minutes

Date Last Modified

Fluids, Electrolytes & Acid–Base Balance · The Evidence Behind the Case

One leaking filter, not three problems — check our reasoning

This module reads Stina’s edema, her “low” total calcium and her drift toward metabolic acidosis not as separate salt and calcium problems but as the chemical consequences of one leaky, amyloid-stiffened glomerulus: nephrotic syndrome and the acidosis of declining renal function. Here is what that rests on, and how strong each piece is.

Arrived here from a search?

This page belongs to a teaching case built around familial Mediterranean fever, an IL-1β-driven autoinflammatory disease. If you found it searching a fluid or acid–base finding — nephrotic edema, hypoalbuminemia, an albumin-corrected calcium, metabolic acidosis in kidney disease, it is an evidence-anchored starting point.

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Each claim, its evidence, and how strong it is

Chart findingThe claim the module makesSupporting evidenceHow strong?
Swollen ankles and eyelids
Oncotic pressure
Hypoalbuminemia lowers plasma colloid osmotic pressure; fluid shifts into tissue as edema, and the kidney retains sodium in response (the underfill and overfill models both appear in the literature).The pathophysiology of edema formation in the nephrotic syndrome (Kidney Int 2012) · Nephrotic Syndrome (StatPearls)Review + reference
“Low” calcium
Albumin-corrected
About 40 percent of serum calcium is bound to protein, mostly albumin; measured total calcium falls with albumin; the corrected calcium (≈ +0.8 mg/dL per g/dL of albumin below 4) and the ionized calcium reframe the value — with known limits of the correction.Nephrotic syndrome and protein loss (StatPearls) · OpenStax A&P 2e 26.3 · Albumin-corrected calcium: limitations (general reviews)Textbook physiology
Low bicarbonate, pH 7.33
Acid–base
Declining renal function impairs fixed-acid excretion and bicarbonate regeneration, producing a (often normal-gap) metabolic acidosis with respiratory compensation; chronic acidosis contributes to bone loss and hyperkalemia.Metabolic acidosis in chronic kidney disease (2021) · OpenStax A&P 2e 26.4–26.5Review + textbook
The upstream cause
Renal AA amyloid
FMF’s renal AA amyloidosis produces nephrotic-range proteinuria and progresses to renal failure untreated; colchicine prevents it and IL-1 blockade controls colchicine-resistant disease.FMF and renal AA amyloidosis (2003) · Natural history and outcome in systemic AA amyloidosis (NEJM 2007) · EULAR/PReS FMF management 2024 updateCohort + guideline
Creatinine 1.3, eGFR 48
The ledger
Creatinine clearance overstates GFR because of tubular secretion; a near-normal creatinine can accompany a substantially reduced GFR, especially with low muscle mass.Site: Renal Clearance and Transport Max mini-lecture (10981) · OpenStax 25.x / general nephrology referencesGeneral mechanism
Her specific numbers
Module’s own detail
The 2025 panel (albumin 2.4, total Ca 7.9, ionized 1.21, HCO₃⁻ 20/19, ABG 7.33/33/19, eGFR 48, urine protein 3.8 g) is this case’s narrative, consistent with the master timeline’s “nephrotic-range albumin-rich proteinuria, edema, low albumin, low calcium at 49–50” — not a published record.Master timeline (project doc)Case narrative

Think · not graded

Which rows are textbook physiology that would be true of any nephrotic patient, which one makes this Stina’s story, and which is the module’s own detail? Does the reasoning survive if the specific numbers are changed?

Spot-check your thinking: true or false?

How to read the strength column

Guideline — an expert panel pools many studies into practice recommendations. Trial — patients assigned to a treatment and compared. Cohort — a group of patients measured the same way; good for how often something happens. Case series or review — several patients described together, or the settled background. General mechanism — textbook physiology rather than a study of this disease. Case report — one striking patient; it shows that something can happen, not how often.

Every Evidence page in the course uses the same labels.

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Lived experience and evidence

A note on validity — from the author

Stina is not a composite. Stina is me. The swollen ankles, the “low” calcium, the first hints of acid–base drift were mine — and “cut the salt, take some calcium” treated the readings instead of the leaking filter behind them.

This page holds both truths at once. The lived experience is real; the research support is what earns the case a place in a science course, and the steps that rest on this case’s own narrative are flagged. If you are a clinician who arrived from a patient, treat this as a validated starting point that respects the patient’s experience and then hands you the literature.

From Stina’s diary

The whole case, in her own words, year by year.

Read the diary →

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Beyond Stina — other reasons a panel reads this way

Nephrotic chemistry is nephrotic chemistry whatever broke the filter, and a metabolic acidosis has a long list. Knowing the neighbours is how a clinician reads three flags as one — and then asks what is upstream.

Minimal change disease and FSGS

Minimal change disease is the commonest nephrotic syndrome in children; FSGS is among the commonest in adults. The same edema, the same low albumin, the same “low” calcium — with a different lesion on the biopsy and a different treatment.

Read on NIDDK — Nephrotic Syndrome in Adults →

Diabetic nephropathy

The commonest cause of proteinuric kidney disease worldwide; the same chemistry over years, with glucose as the upstream driver.

Read on NIDDK — Diabetic Kidney Disease →

Liver cirrhosis

The other way to lose the anchor: albumin not made rather than lost; ascites more than ankles; the same lesson that saline cannot replace a protein.

Read on NIDDK — Cirrhosis →

Diabetic ketoacidosis

The metabolic acidosis the lungs fight hardest — Kussmaul breathing, a fruity breath, a high anion gap; the contrast to her quiet normal-gap drift.

Read on OpenStax A&P 2e 26.5 →

Renal tubular acidosis

A normal-gap acidosis from tubules that cannot acidify or reclaim bicarbonate, with a normal GFR — the mirror image of a failing filter with working tubules.

Read on NIDDK — Renal Tubular Acidosis →

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Reliable information — a link library

Rare-disease organizations

NORD — National Organization for Rare Disorders
Plain-language disease reports and patient organizations.

NIH GARD — Genetic and Rare Diseases Information Center
The NIH rare-disease reference, with a live help line.

Orphanet
The European rare-disease encyclopedia; look up a syndrome by its signs.

MedlinePlus Genetics
Condition-by-condition summaries from the National Library of Medicine.

Global Genes
Advocacy and the “one in ten” context.

FMF, amyloid and the kidney’s chemistry

MedlinePlus Genetics — Familial Mediterranean Fever
The National Library of Medicine’s condition page.

Amyloidosis Foundation
AA amyloidosis explained for patients and families.

NIDDK — Nephrotic Syndrome in Adults
Edema, proteinuria and low albumin explained for patients.

National Kidney Foundation — Metabolic Acidosis
Acidosis in kidney disease for patients.

FMF & AID Global Association
Patient-led organization for FMF and related diseases.

Links checked September 2026.

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References

1. Siddall EC, Radhakrishnan J. The pathophysiology of edema formation in the nephrotic syndrome. Kidney Int 2012.

2. Nephrotic Syndrome — StatPearls.

3. Metabolic acidosis in chronic kidney disease (review). 2021.

4. FMF and renal AA amyloidosis (the upstream driver). 2003.

5. Lachmann HJ et al. Natural history and outcome in systemic AA amyloidosis. N Engl J Med 2007.

6. Ozen S et al. EULAR/PReS endorsed recommendations for the management of FMF: 2024 update. Ann Rheum Dis 2025.

7. OpenStax Anatomy & Physiology 2e, chapter 26 (fluid compartments, water balance, electrolytes, acid–base, disorders).

8. Standing anchors: EULAR/PReS FMF management 2024 · GeneReviews: FMF · Infevers MEFV registry.

Standing reference anchors: EULAR/PReS FMF management: 2024 update · GeneReviews: FMF · Infevers — MEFV registry

Next · Module 21

The Reproductive System

Years of abnormal uterine bleeding, worked up alone. Infertility, worked up alone. The next module builds reproductive anatomy and physiology and reads both as consequences of a disease that had already inflamed everything else in the pelvis.

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