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1.
J Biopharm Stat ; 26(4): 790-800, 2016.
Article in English | MEDLINE | ID: mdl-26247582

ABSTRACT

Clinical trials that explore long-term endpoints may confound the analysis when post-study therapy effects are considered. This article introduces a procedure to mediate the effects of confounding and allow inferences of first-line experimental treatments in the presence of post-study therapy. The procedure is evaluated by intensive simulation analyses and applied to an analysis of a clinical cancer trial.


Subject(s)
Clinical Trials as Topic , Data Interpretation, Statistical , Survival Analysis , Confounding Factors, Epidemiologic , Humans , Neoplasms/therapy
2.
Contemp Clin Trials ; 45(Pt B): 239-243, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26388115

ABSTRACT

Planned and unplanned subgroup analyses of large clinical trials are frequently performed and the results are sometimes difficult to interpret. The source of a nominal significant finding may come from a true signal, variation of the clinical trial outcome or the observed data structure. Quantitative assessment is critical to the interpretation of the totality of the clinical data. In this article we provide a general framework to manage subgroup analyses and to interpret the findings through a set of supplement analyses to planned main (primary and secondary) analyses, as an alternative to the commonly used multiple comparison framework. The proposed approach collectively and coherently utilizes several quantitative methods and enhances the credibility and interpretability of subgroup analyses. A case study is used to illustrate the application of the proposed method.


Subject(s)
Clinical Trials as Topic/methods , Data Interpretation, Statistical , Multicenter Studies as Topic/methods , Research Design , Clinical Trials, Phase III as Topic , Clinical Trials, Phase IV as Topic , Humans
3.
J Pain Symptom Manage ; 23(5): 355-68, 2002 May.
Article in English | MEDLINE | ID: mdl-12007754

ABSTRACT

The objective of this open-label, repeated-dose, single-treatment, multicenter study was to evaluate the outcomes associated with a standardized conversion from prior opioid therapy to a novel, once-daily, OROS osmotic technology, extended-release (ER) hydromorphone formulation in an outpatient population with chronic malignant or nonmalignant pain. The study period was divided into 3 phases: the prior opioid stabilization phase (> or =3 days), the conversion and titration phase (3-21 days), and the maintenance phase (14 days). Patients were evaluated at 5 visits during the study period. Analgesic efficacy was measured using the Brief Pain Inventory (BPI). At baseline, patients were required to have daily oral morphine equivalent requirements of > or =45 mg. Prior oral or transdermal opioid therapy was converted to single daily doses of ER hydromorphone (8, 16, 32, and 64 mg tablets) at a 5:1 (morphine equivalent to hydromorphone) ratio. Immediate-release (IR) hydromorphone was given as rescue medication for breakthrough pain. Among the 445 patients who enrolled, 404 received the study medication. Of these, 73 (18.1%) had chronic malignant pain and 331 (81.9%) had chronic nonmalignant pain. Dose stabilization (defined as a 3-day period during which the total daily dose of ER hydromorphone remained unchanged and < or =3 doses of IR hydromorphone per day were required) was attained by 73.8% of patients (298/404), of whom 70.1% (209/298) were stabilized with < or =2 titration steps. The mean +/- standard deviation (SD) time to dose stabilization was 12.1 +/- 5.7 days (range of 3 to 33 days). The mean +/- SD final daily dose of ER hydromorphone was 63.4 +/- 129.2 mg. The mean +/- SD final daily dose of IR hydromorphone was 11.5 +/- 36.4 mg, and the mean +/- SD final number of daily doses of IR hydromorphone was 1.7 +/- 1.3. Intent-to-treat and completer analysis demonstrated significant improvements in BPI ratings from prior opioid therapy to the end of ER hydromorphone therapy (P < 0.01 for all pairwise comparisons). Adverse events were consistent with those expected of an opioid agonist in such a patient group, affecting primarily the gastrointestinal and central nervous systems. This uncontrolled study delineates a regimen by which patients with chronic malignant or nonmalignant pain can be readily converted from prior opioid therapy and titrated to an appropriate maintenance dose of ER hydromorphone. Controlled longitudinal studies are required to further evaluate the use of ER hydromorphone in patients with discrete chronic malignant or nonmalignant pain conditions.


Subject(s)
Analgesics, Opioid/administration & dosage , Drug Delivery Systems , Hydromorphone/administration & dosage , Pain/drug therapy , Adult , Analgesics, Opioid/therapeutic use , Chronic Disease , Delayed-Action Preparations , Dose-Response Relationship, Drug , Drug Administration Schedule , Female , Humans , Hydromorphone/therapeutic use , Male , Middle Aged , Neoplasms/complications , Pain/etiology , Titrimetry
4.
Clin Ther ; 24(1): 87-99, 2002 Jan.
Article in English | MEDLINE | ID: mdl-11833838

ABSTRACT

BACKGROUND: Introduced in 1997, the combination of hydrocodone and ibuprofen is the only fixed-dose combination analgesic containing an opioid and ibuprofen that has been approved by the US Food and Drug Administration. OBJECTIVE: This study compared the efficacy and tolerability of combination hydrocodone 7.5 mg and ibuprofen 200 mg (HC/IB) with those of combination oxycodone 5 mg and acetaminophen 325 mg (OX/AC) in the treatment of moderate or severe acute low back pain. METHODS: This was a multicenter, randomized, double-blind, parallel-group, repeat-dose study lasting up to 8 days. The recommended dosing of the study medications was 1 tablet every 4 to 6 hours, not to exceed 5 tablets per day. If adequate pain relief was not obtained, patients were permitted to take up to 4 doses per day of supplemental analgesic medication-the nonopioid component of the assigned study medication (ibuprofen 200 mg or acetaminophen 325 mg). Measures of efficacy included mean daily pain relief scores (0 = no relief, 1 = slight relief, 2 = moderate relief, 3 = good relief, and 4 = complete relief), mean daily number of tablets and doses of study medication, mean daily number of tablets and doses of supplemental analgesic medication, global evaluation (poor, fair, good, very good, or excellent), and results on the modified 36-item Short-Form Health Survey (SF-36). All efficacy measures were analyzed on an intent-to-treat basis. Tolerability was evaluated based on adverse events reported spontaneously or elicited by the in vestigators using nonsuggestive questioning, as well as on the number of patients discontinuing treatment because of adverse events. RESULTS: The study enrolled 147 patients (75 HC/IB, 72 OX/AC). The most common cause of low back pain was muscular/ligamentous injury (97/147; 66.0%), followed by degenerative disk disease (27/147; 18.4%). At baseline, 80 patients (54.4%) reported experiencing moderate pain, and 67 patients (45.6%) reported experiencing severe pain. There were no significant differences between HC/IB and OX/AC with regard to mean ( +/- SD) daily pain relief scores (2.40 +/- 1.06 vs 2.50 +/- 1.01, respectively), mean daily number of tablets of study medication (1.80 +/- 1.70 vs 2.20 +/- 1.60), mean daily number of doses of study medication (1.80 +/- 1.65 vs 2.10 +/- 1.58), mean daily number of tablets of supplemental analgesic medication (0.60 +/- 1.13 vs 0.50 +/- 0.99), mean daily number of doses of supplemental analgesic medication (0.60 +/- 1.07 vs 0.50 +/- 0.90), global evaluations, or mean scores on the modified SF-36. In addition, there were no significant differences in the proportion of patients experiencing adverse events with HC/IB (47; 62.7%) and OX/AC (45; 62.5%). Adverse events were consistent with those generally associated with the component analgesics and predominantly involved the central nervous system and gastrointestinal system. CONCLUSIONS: The results of this study suggest that HC/IB and OX/AC are similarly effective and tolerable in relieving moderate or severe acute low back pain. Additional controlled longitudinal trials are necessary to evaluate the clinical utility of HC/IB in treating acute low back pain.


Subject(s)
Acetaminophen/therapeutic use , Analgesics, Non-Narcotic/therapeutic use , Analgesics, Opioid/therapeutic use , Anti-Inflammatory Agents, Non-Steroidal/therapeutic use , Hydrocodone/therapeutic use , Ibuprofen/therapeutic use , Low Back Pain/drug therapy , Oxycodone/therapeutic use , Acetaminophen/adverse effects , Adult , Analgesics, Non-Narcotic/adverse effects , Analgesics, Opioid/adverse effects , Anti-Inflammatory Agents, Non-Steroidal/adverse effects , Double-Blind Method , Drug Combinations , Female , Humans , Hydrocodone/adverse effects , Ibuprofen/adverse effects , Male , Middle Aged , Oxycodone/adverse effects , Pain Measurement
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