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

CPE-003 · synthetic case CKD-EX-08

Creatinine rise after an NSAID

Creatinine 1.0 to 1.6 mg/dL over four days with recent ibuprofen use.

Synthetic · no real patientExtended demonstration caseKidney engine v1.2.0

Purpose: Creatinine 1.0 to 1.6 mg/dL over four days with recent ibuprofen use.

Inputs the engine received

Patient

Age
58 years

Context

Sex for equation
male
Recent potential nephrotoxic exposure
Yes
Medications
nsaid

Laboratory

Serum creatinine series
1 mg/dL (2026-05-20) → 1.6 mg/dL (2026-05-24)

What the engine reports

Detected clinical pattern

Possible Acute Process — Do Not Stage as CKD

The creatinine trajectory meets an acute kidney injury trigger. The current value must not be used alone to finalize chronic CKD staging.

  • Chronicity: Acute process possible
  • Pattern: Possible medication associated kidney injury

Clinical summary

Priority safety finding: possible acute kidney injury. Creatinine trajectory suggests a possible acute process; chronic staging is deferred. Priority: urgent clinician review.

Why this pattern was identified

  • Estimated GFR. 49.6 mL/min/1.73 m² (eGFRcr 2021, race-free), category G3a (45–59).

Calculations

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

Creatinine-based.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Urgent clinician review for possible AKI or AKI on CKD.AKI safety gate precedes CKD classification (KDIGO AKI).
  2. 2Review renal-risk medications for indication, dose, interactions, monitoring and alternatives.

Missing information

  • UACR (required for the A category, risk assessment and a complete classification).

Why it matters

A rapid creatinine rise can reflect reversible injury. Staging chronic disease on an acute value risks misclassification and delays evaluation of the acute cause.

Evidence and rule trace · 6 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 1.6 mg/dL · age 58 · sex male

eGFRcr 2021 = 49.6 mL/min/1.73 m²

SAFE-AKI-001Possible acute kidney injury based on creatinine trajectory

Inputs: creatinine 1 → 1.6 mg/dL · ≥1.5× baseline within 7 days

acute_process_possible: current value must not be used alone to finalize chronic CKD staging

DET-001Kidney abnormality detected

Inputs: eGFR 49.6 (<60)

kidney_abnormality_detected: determine chronicity and evaluate acute causes before confirming CKD

CAUSE-005Possible medication-associated kidney injury

Inputs: acute process possible · recent potential nephrotoxic exposure

possible_medication_associated_kidney_injury: medication reconciliation and clinician review

MED-NEPHRO-001Potential nephrotoxin exposure flag

Inputs: nsaid

Review indication, dose, interactions, monitoring and alternatives. Not an automatic contraindication.

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.
  • R7 · KDIGO Clinical Practice Guideline for Acute Kidney Injury. KDIGO, 2012.

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)

49.6

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

Possible Acute Process — Do Not Stage as CKD

The creatinine trajectory meets an acute kidney injury trigger. The current value must not be used alone to finalize chronic CKD staging.

  • Chronicity: Acute process possible
  • Pattern: Possible medication associated kidney injury

Clinical summary

Priority safety finding: possible acute kidney injury. Creatinine trajectory suggests a possible acute process; chronic staging is deferred. Priority: urgent clinician review.

Why this pattern was identified

  • Estimated GFR. 49.6 mL/min/1.73 m² (eGFRcr 2021, race-free), category G3a (45–59).

Calculations

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

Creatinine-based.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Urgent clinician review for possible AKI or AKI on CKD.AKI safety gate precedes CKD classification (KDIGO AKI).
  2. 2Review renal-risk medications for indication, dose, interactions, monitoring and alternatives.

Missing information

  • UACR (required for the A category, risk assessment and a complete classification).

Why it matters

A rapid creatinine rise can reflect reversible injury. Staging chronic disease on an acute value risks misclassification and delays evaluation of the acute cause.

Evidence and rule trace · 6 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 1.6 mg/dL · age 58 · sex male

eGFRcr 2021 = 49.6 mL/min/1.73 m²

SAFE-AKI-001Possible acute kidney injury based on creatinine trajectory

Inputs: creatinine 1 → 1.6 mg/dL · ≥1.5× baseline within 7 days

acute_process_possible: current value must not be used alone to finalize chronic CKD staging

DET-001Kidney abnormality detected

Inputs: eGFR 49.6 (<60)

kidney_abnormality_detected: determine chronicity and evaluate acute causes before confirming CKD

CAUSE-005Possible medication-associated kidney injury

Inputs: acute process possible · recent potential nephrotoxic exposure

possible_medication_associated_kidney_injury: medication reconciliation and clinician review

MED-NEPHRO-001Potential nephrotoxin exposure flag

Inputs: nsaid

Review indication, dose, interactions, monitoring and alternatives. Not an automatic contraindication.

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.
  • R7 · KDIGO Clinical Practice Guideline for Acute Kidney Injury. KDIGO, 2012.

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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