Synthetic data only. Never enter patient information; nothing is sent or stored. For clinicians. Not FDA cleared.For licensed clinicians. Educational demonstration on synthetic data. Never enter real patient identifiers or protected health information: everything runs in your browser and nothing is sent or stored. Clinical decision support only; not FDA cleared; physician review is required.
CPE-007 · synthetic case CVR-FX-14
Triglycerides 1,320 mg/dL
Urgent range.
Purpose: Urgent range.
Inputs the engine received
Lipids and risk estimate
- LDL-C
- 70 mg/dL
- Total cholesterol
- 300 mg/dL
- HDL-C
- 28 mg/dL
- Triglycerides
- 1320 mg/dL
Patient
- Age
- 47 years
What the engine reports
Pancreatitis risk rises with severe hypertriglyceridemia, and cardiovascular risk estimation is secondary to that risk in this range.
Detected clinical pattern
Urgent Review Finding
A safety rule calls for urgent clinical assessment. Read the safety findings first.
- Pattern: risk estimate needed
Why this pattern was identified
- Risk enhancers listed. triglycerides 1320 mg/dL (≥175, if persistent). The guideline uses enhancers mainly in borderline and intermediate risk.
Calculations
- Non-HDL cholesterol
- 272 mg/dL
Total cholesterol minus HDL-C.
Recommended next steps
For physician consideration. Urgent review always comes first.
- 1Physician review of pancreatitis risk and of secondary causes of hypertriglyceridemia.
- 2Consider a one-time Lp(a) measurement.ESC/EAS 2019; listed as an enhancer by ACC/AHA 2018.
Differentials, pitfalls and contradicting signals
- Secondary causes to review: hypothyroidism, diabetes, nephrotic syndrome, cholestasis, obesity, alcohol and medications.
Missing information
- A 10-year ASCVD risk from a validated calculator (Pooled Cohort Equations or PREVENT). This engine does not calculate it.
Evidence and rule trace · 5 rules
CV-06Lipoprotein(a)
Inputs: Lp(a) never measured
One-time measurement is recommended by several societies.
CV-12Severe hypertriglyceridemia
Inputs: triglycerides 1320 mg/dL
Urgent: very severe hypertriglyceridemia.
CV-MISS-01Data needed to place the patient
Inputs: no 10-year risk estimate
Data needed to place the patient.
Evidence
- EV-ACCAHA-CHOL-2018 · Grundy SM, Stone NJ, Bailey AL, et al. 2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA Guideline on the Management of Blood Cholesterol. Circulation. 2019;139(25):e1082-e1143.
- EV-ESC-EAS-2019 · Mach F, Baigent C, Catapano AL, et al. 2019 ESC/EAS Guidelines for the management of dyslipidaemias. Eur Heart J. 2020;41(1):111-188.
- EV-ACC-TG-2021 · Virani SS, Morris PB, Agarwala A, et al. 2021 ACC Expert Consensus Decision Pathway on the Management of ASCVD Risk Reduction in Patients With Persistent Hypertriglyceridemia. J Am Coll Cardiol. 2021;78(9):960-993.
Physician adjudication required. Clinical decision support for physician review. This output organizes guideline categories and risk modifiers. It does not calculate a 10-year risk, select a drug or dose, or replace a shared decision with the patient. Physician adjudication is required.
Change the values
The same engine, starting from this case. Change any value and watch the pattern and the rule trace react.
10-year risk category (Pooled Cohort Equations)
○ Low · <5%
Lifestyle emphasis
○ Borderline · 5 to <7.5%
Enhancers inform the discussion
○ Intermediate · 7.5 to <20%
Statin discussion favored; CAC can help
○ High · ≥20%
Statin benefit is greatest
No stage is assigned for the values entered.
Lipids and risk estimate
- <100
- 100–159
- 160–189
- ≥190
- <150
- 150–499
- ≥500
- ≥1000
This engine does not calculate it.
Patient
Recent ACS, prior MI, ischemic stroke, symptomatic PAD.
Age ≥65, HeFH, prior revascularization, diabetes, hypertension, CKD, smoking, HF.
Risk enhancers and extra tests
Treatment and familial risk
More cardio cases
CVR-FX-01
Prior myocardial infarction, LDL-C 88 on a statin
Secondary prevention, not very high risk.
CVR-FX-02
Very high risk with LDL-C 62 on maximal therapy
Two events: the threshold is 55.
CVR-FX-03
LDL-C 205 and tendon xanthomas
Severe hypercholesterolemia.
CVR-FX-04
Diabetes at 58 with LDL-C 110
A guideline statin group.
CVR-FX-05
Intermediate risk 12% with enhancers
Family history and an hs-CRP of 3.4.
CVR-FX-06
Borderline risk 6.0%, no enhancers
Nothing to push the decision either way.
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