Synthetic data only. Never enter patient information; nothing is sent or stored. For clinicians. Not FDA cleared.

CPE-003 · synthetic case CKD-EX-06

Low muscle mass distorts creatinine

Serum creatinine 0.5 mg/dL in a frail patient with low muscle mass.

Synthetic · no real patientExtended demonstration caseKidney engine v1.2.0

Purpose: Serum creatinine 0.5 mg/dL in a frail patient with low muscle mass.

Inputs the engine received

Patient

Age
78 years

Context

Sex for equation
female
Low muscle mass
Yes

Laboratory

Serum creatinine
0.5 mg/dL
UACR
15 mg/g

What the engine reports

Detected clinical pattern

No Kidney Abnormality Criterion Identified

The entered data do not meet a kidney abnormality criterion. This is not a statement that kidney health is normal.

Clinical summary

No kidney abnormality criterion identified from the entered data (eGFR 95.9 and UACR 15 mg/g). Physician adjudication required.

Why this pattern was identified

  • Estimated GFR. 95.9 mL/min/1.73 m² (eGFRcr 2021, race-free), category G1 (≥90).
  • Albuminuria. UACR 15 mg/g, category A1 (<30 mg/g).

Calculations

eGFRcr (CKD-EPI 2021, race-free)
95.9 mL/min/1.73 m²

Creatinine-based.

Differentials, pitfalls and contradicting signals

  • Creatinine-based eGFR may be unreliable (low muscle mass).

Why it matters

The result is placed in context so the physician can see what is established, what is provisional and what is missing.

Evidence and rule trace · 3 rules

DQ-004eGFR calculation assay provenance

Inputs: creatinine assay IDMS traceability not confirmed

eGFR computed with unknown/non-confirmed standardized assay; interpret with assay provenance visible.

GFR-001Compute initial adult race-free creatinine eGFR

Inputs: creatinine 0.5 mg/dL · age 78 · sex female

eGFRcr 2021 = 95.9 mL/min/1.73 m²

GFR-004Creatinine reliability limitation

Inputs: low muscle mass

Non-GFR determinant may distort creatinine-based eGFR; consider eGFRcr-cys or measured GFR

Evidence

  • R1 · KDIGO 2024 Clinical Practice Guideline for the Evaluation and Management of Chronic Kidney Disease. Kidney Disease: Improving Global Outcomes (KDIGO), 2024.
  • R3 · eGFR Equations for Adults: 2021 CKD-EPI creatinine and creatinine-cystatin C race-free equations. National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) / NIH, 2026.
  • R4 · NKF/ASN recommendations implementing race-free CKD-EPI equations. National Kidney Foundation / American Society of Nephrology, 2021.

Physician adjudication required. Clinical decision support for physician review. Criteria-based status is not a probability. Findings require physician adjudication and correlation with the complete clinical context. Validation-only release: not for production clinical use.

Change the values

The same engine, starting from this case. Change any value and watch the pattern and the rule trace react.

Live eGFR and CGA map

eGFR (mL/min/1.73 m²)

95.9

CKD-EPI 2021 creatinine, race-free

GFR \ ALBA1<30A230–300A3>300
G1≥90
G260–89
G3a45–59
G3b30–44
G415–29
G5<15

No cell is shown until there are data. Colors follow the KDIGO risk heat map: green low, yellow moderately increased, orange high, red very high.

Kidney functionAdd a prior result with dates to test chronicity
Sex for the equation

Switches the engine to the combined eGFRcr-cys equation.

Albuminuria
Chemistry
Kidney findings and red flags
Context
Transient albuminuria confounders
Creatinine may be unreliable
Complications (persistent)
Therapy
Documented history and special populations

Live result · computed in your browser

Detected clinical pattern

No Kidney Abnormality Criterion Identified

The entered data do not meet a kidney abnormality criterion. This is not a statement that kidney health is normal.

Clinical summary

No kidney abnormality criterion identified from the entered data (eGFR 95.9 and UACR 15 mg/g). Physician adjudication required.

Why this pattern was identified

  • Estimated GFR. 95.9 mL/min/1.73 m² (eGFRcr 2021, race-free), category G1 (≥90).
  • Albuminuria. UACR 15 mg/g, category A1 (<30 mg/g).

Calculations

eGFRcr (CKD-EPI 2021, race-free)
95.9 mL/min/1.73 m²

Creatinine-based.

Differentials, pitfalls and contradicting signals

  • Creatinine-based eGFR may be unreliable (low muscle mass).

Why it matters

The result is placed in context so the physician can see what is established, what is provisional and what is missing.

Evidence and rule trace · 3 rules

DQ-004eGFR calculation assay provenance

Inputs: creatinine assay IDMS traceability not confirmed

eGFR computed with unknown/non-confirmed standardized assay; interpret with assay provenance visible.

GFR-001Compute initial adult race-free creatinine eGFR

Inputs: creatinine 0.5 mg/dL · age 78 · sex female

eGFRcr 2021 = 95.9 mL/min/1.73 m²

GFR-004Creatinine reliability limitation

Inputs: low muscle mass

Non-GFR determinant may distort creatinine-based eGFR; consider eGFRcr-cys or measured GFR

Evidence

  • R1 · KDIGO 2024 Clinical Practice Guideline for the Evaluation and Management of Chronic Kidney Disease. Kidney Disease: Improving Global Outcomes (KDIGO), 2024.
  • R3 · eGFR Equations for Adults: 2021 CKD-EPI creatinine and creatinine-cystatin C race-free equations. National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) / NIH, 2026.
  • R4 · NKF/ASN recommendations implementing race-free CKD-EPI equations. National Kidney Foundation / American Society of Nephrology, 2021.

Physician adjudication required. Clinical decision support for physician review. Criteria-based status is not a probability. Findings require physician adjudication and correlation with the complete clinical context. Validation-only release: not for production clinical use.

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