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J Gennari

Publications and source records attributed to J Gennari.

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Knowledge representation and tool support for critiquing clinical trial protocols.

The increasing complexities of clinical trials have led to increasing costs for investigators and organizations that author and administer those trials. The process of authoring a clinical trial protocol, the document that specifies the details of the study, is usually a manual task, and thus authors may introduce subtle errors in medical and procedural content. We have created a protocol inspection and critiquing tool (PICASSO) that evaluates the procedural aspects of a clinical trial protocol. To implement this tool, we developed a knowledge base for clinical trials that contains knowledge of the medical domain (diseases, drugs, lab tests, etc.) and of specific requirements for clinical trial protocols (eligibility criteria, patient treatments, and monitoring activities). We also developed a set of constraints, expressed in a formal language, that describe appropriate practices for authoring clinical trials. If a clinical trial designed with PICASSO violates any of these constraints, PICASSO generates a message to the user and a list of inconsistencies for each violated constraint. To test our methodology, we encoded portions of a hypothetical protocol and implemented designs consistent and inconsistent with known clinical trial practice. Our hope is that this methodology will be useful for standardizing new protocols and improving their quality.

Artificial Intelligence↗

Controlled multicenter study of the antihypertensive effects of lisinopril, hydrochlorothiazide, and lisinopril plus hydrochlorothiazide in the treatment of 394 patients with mild to moderate essential hypertension.

Lisinopril (LIS) is a lysine analog of enalaprilat, the active metabolite of enalapril, an angiotensin-converting enzyme inhibitor (ACEI). Unlike enalapril, the precursor of enalaprilat, LIS is not a prodrug but has equal ACEI efficacy and potency and a slightly longer duration of action after oral administration. Short-term (12 weeks) and long-term (24 weeks) blood pressure control has been studied with LIS, hydrochlorothiazide (HCTZ), and LIS + HCTZ when given once a day. Drug treatment had three phases: (i) 2-4 weeks of single-blind placebo washout; (ii) 12 weeks of double-blind comparison therapy with LIS 20, 40, and 80 mg vs. HCTZ 12.5, 25, and 50 mg, vs. LIS + HCTZ 20 + 12.5, 40 + 25, and 80 + 50 mg; (iii) 13-24 weeks single-blind LIS vs. LIS + HCTZ. Starting double-blind therapy at the lowest dose, all three groups doubled the dose at weeks 4 and 8 if BP was not controlled with sitting diastolic BP (SDBP) less than 90 mm Hg. At the end of 12 weeks of double-blind therapy, uncontrolled HCTZ-only and LIS-only treatment groups were advanced to combination LIS + HCTZ therapy but uncontrolled LIS + HCTZ patients were dropped. Mean BP reductions (systolic/diastolic, mm Hg) for all three groups after 12 weeks of double-blind comparison therapy were: (i) LIS (n = 162), -16.6/-12.5; (ii) HCTZ (n = 155), -10.4/-6.8; (iii) LIS + HCTZ (n = 74), -23.9/-18.2 with p less than 0.01 for all groups compared to baseline.(ABSTRACT TRUNCATED AT 250 WORDS)

Adult↗