RESUMO
BACKGROUND: Linaclotide is a minimally absorbed peptide agonist of the guanylate cyclase C receptor. In two trials, we aimed to determine the efficacy and safety of linaclotide in patients with chronic constipation. METHODS: We conducted two randomized, 12-week, multicenter, double-blind, parallel-group, placebo-controlled, dual-dose trials (Trials 303 and 01) involving 1276 patients with chronic constipation. Patients received either placebo or linaclotide, 145 µg or 290 µg, once daily for 12 weeks. The primary efficacy end point was three or more complete spontaneous bowel movements (CSBMs) per week and an increase of one or more CSBMs from baseline during at least 9 of the 12 weeks. Adverse events were also monitored. RESULTS: For Trials 303 and 01, respectively, the primary end point was reached by 21.2% and 16.0% of the patients who received 145 µg of linaclotide and by 19.4% and 21.3% of the patients who received 290 µg of linaclotide, as compared with 3.3% and 6.0% of those who received placebo (P<0.01 for all comparisons of linaclotide with placebo). Improvements in all secondary end points were significantly greater in both linaclotide groups than in the placebo groups. The incidence of adverse events was similar among all study groups, with the exception of diarrhea, which led to discontinuation of treatment in 4.2% of patients in both linaclotide groups. CONCLUSIONS: In these two 12-week trials, linaclotide significantly reduced bowel and abdominal symptoms in patients with chronic constipation. Additional studies are needed to evaluate the potential long-term risks and benefits of linaclotide in chronic constipation. (Funded by Ironwood Pharmaceuticals and Forest Research Institute; ClinicalTrials.gov numbers, NCT00765882 and NCT00730015.).
Assuntos
Constipação Intestinal/tratamento farmacológico , Laxantes/uso terapêutico , Peptídeos/uso terapêutico , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Doença Crônica , Defecação/efeitos dos fármacos , Diarreia/induzido quimicamente , Método Duplo-Cego , Feminino , Guanilato Ciclase , Humanos , Laxantes/efeitos adversos , Masculino , Pessoa de Meia-Idade , Peptídeos/efeitos adversos , Qualidade de Vida , Receptores Acoplados a Guanilato Ciclase/agonistas , Suspensão de Tratamento , Adulto JovemRESUMO
BACKGROUND & AIMS: Patients with irritable bowel syndrome with constipation (IBS-C) have abdominal symptoms that vary in severity. Linaclotide, a guanylate cyclase-C agonist, improves abdominal and bowel symptoms in these patients. We examined the prevalence of severe abdominal symptoms in patients with IBS-C and assessed the effects of linaclotide on abdominal symptoms, global measures, and quality of life (QOL). METHODS: In two phase 3 trials, patients who met modified Rome II criteria for IBS-C were randomly assigned to groups given oral, once-daily linaclotide (290 µg) or placebo for 12 weeks. During the baseline (2 weeks prior to treatment) and treatment periods, patients rated abdominal pain, discomfort, bloating, fullness, and cramping daily (from 0 = none to 10 = very severe). Linaclotide's effects on abdominal symptoms, global measures, and IBS-related QOL were assessed in subpopulations of patients who rated specific individual abdominal symptoms as severe (≥ 7.0) at baseline. RESULTS: In the intent-to-treat population (1602 patients; 797 receiving placebo and 805 receiving linaclotide), baseline prevalence values for severe abdominal symptoms were 44% for bloating, 44% for fullness, 32% for discomfort, 23% for pain, and 22% for cramping, with considerable overlap among symptoms. In patients with severe symptoms, linaclotide reduced all abdominal symptoms; mean changes from baseline severity scores ranged from -2.7 to -3.4 for linaclotide vs -1.4 to -1.9 for placebo (P < .0001). Linaclotide improved global measures (P < .0001) and IBS-QOL scores (P < .01) compared with placebo. Diarrhea was the most common adverse event of linaclotide in patients with severe abdominal symptoms (18.8%-21.0%). CONCLUSIONS: Of 5 severe abdominal symptoms assessed, bloating and fullness were most prevalent in patients with IBS-C. Linaclotide significantly improved all abdominal symptoms, global measures, and IBS-QOL in subpopulations of IBS-C patients with severe abdominal symptoms. Clinicaltrials.gov NUMBERS: NCT00938717, NCT00948818.
Assuntos
Constipação Intestinal/tratamento farmacológico , Fármacos Gastrointestinais/administração & dosagem , Síndrome do Intestino Irritável/complicações , Síndrome do Intestino Irritável/tratamento farmacológico , Peptídeos/administração & dosagem , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Placebos/administração & dosagem , Resultado do Tratamento , Adulto JovemRESUMO
BACKGROUND & AIMS: Linaclotide is a minimally absorbed agonist of guanylate cyclase-C (GUCY2C or GC-C) that reduces symptoms associated with irritable bowel syndrome with constipation (IBS-C). Little is known about the mechanism by which linaclotide reduces abdominal pain in patients with IBS-C. METHODS: We determined the effects of linaclotide on colonic sensory afferents in healthy mice and those with chronic visceral hypersensitivity. We assessed pain transmission by measuring activation of dorsal horn neurons in the spinal cord in response to noxious colorectal distention. Levels of Gucy2c messenger RNA were measured in tissues from mice using quantitative reverse transcription polymerase chain reaction and in situ hybridization. We used human intestinal cell lines to measure release of cyclic guanosine-3',5'-monophosphate (cGMP) by linaclotide. We performed a post-hoc analysis of data from a phase III, double-blind, parallel-group study in which 805 patients with IBS-C were randomly assigned to groups given an oral placebo or 290 µg linaclotide once daily for 26 weeks. We quantified changes in IBS-C symptoms, including abdominal pain. RESULTS: In mice, linaclotide inhibited colonic nociceptors with greater efficacy during chronic visceral hypersensitivity. Intra-colonic administration of linaclotide reduced signaling of noxious colorectal distention to the spinal cord. The colonic mucosa, but not neurons, was found to express linaclotide's target, GC-C. The downstream effector of GC-C, cGMP, was released after administration of linaclotide and also inhibited nociceptors. The effects of linaclotide were lost in Gucy2c(-/-) mice and prevented by inhibiting cGMP transporters or removing the mucosa. During 26 weeks of linaclotide administration, a significantly greater percentage of patients (70%) had at least a 30% reduction in abdominal pain compared with patients given placebo (50%). CONCLUSIONS: We have identified an analgesic mechanism of linaclotide: it activates GC-C expressed on mucosal epithelial cells, resulting in the production and release of cGMP. This extracellular cGMP acts on and inhibits nociceptors, thereby reducing nociception. We also found that linaclotide reduces chronic abdominal pain in patients with IBS-C.
Assuntos
Dor Abdominal/prevenção & controle , Colo/inervação , GMP Cíclico/fisiologia , Guanilato Ciclase/fisiologia , Nociceptores/efeitos dos fármacos , Peptídeos/farmacologia , Peptídeos/uso terapêutico , Dor Abdominal/induzido quimicamente , Adulto , Idoso , Idoso de 80 Anos ou mais , Animais , Células CACO-2 , Linhagem Celular , Colo/efeitos dos fármacos , Colo/patologia , Modelos Animais de Doenças , Método Duplo-Cego , Feminino , Humanos , Síndrome do Intestino Irritável/induzido quimicamente , Síndrome do Intestino Irritável/prevenção & controle , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Pessoa de Meia-Idade , Peptídeos Natriuréticos/farmacologia , Nociceptores/fisiologia , Receptores do Fator Natriurético Atrial/fisiologia , Receptores de Enterotoxina , Receptores Acoplados a Guanilato Ciclase/fisiologia , Receptores de Peptídeos/fisiologia , Resultado do Tratamento , Ácido Trinitrobenzenossulfônico/efeitos adversosRESUMO
OBJECTIVES: Linaclotide is a minimally absorbed peptide guanylate cyclase-C agonist. The objective of this trial was to determine the efficacy and safety of linaclotide treatment in patients with irritable bowel syndrome with constipation (IBS-C) over 26 weeks. METHODS: This phase 3, double-blind, parallel-group, placebo-controlled trial randomized IBS-C patients to placebo or 290 µg of oral linaclotide once daily for a 26-week treatment period. The primary and the secondary efficacy assessments were evaluated over the first 12 weeks of treatment. Primary end points included the Food and Drug Administration's (FDA's) end point for IBS-C (responder: a patient who reported (i) improvement of ≥ 30 % from baseline in average daily worst abdominal pain score and (ii) increase of ≥ 1 complete spontaneous bowel movement (CSBM) from baseline, both in the same week for ≥ 6 / 12 weeks) and three other primary end points, based on improvements in abdominal pain and CSBMs for 9/12 weeks. Adverse events (AEs) were monitored. RESULTS: In all, 804 patients (mean age = 44 years, female = 90 % , white = 78 % ) were evaluated; 33.7 % of linaclotide-treated patients were FDA end point responders, vs. 13.9 % of placebo-treated patients ( P < 0.0001) (number needed to treat = 5.1, 95 % confidence interval (CI): 3.9, 7.1). The pain responder criterion of the FDA end point was met by 48.9 % of linaclotide-treated patients vs. 34.5 % of placebo-treated patients (number needed to treat = 7.0, 95 % CI: 4.7, 13.1), and the CSBM responder criterion was met by 47.6 % of linaclotide-treated patients, vs. 22.6 % of placebo patients (number needed to treat = 4.0, 95 % CI: 3.2, 5.4). Remaining primary end points ( P < 0.0001) and all secondary end points ( P < 0.001), including abdominal pain, abdominal bloating, and bowel symptoms (SBM and CSBM rates, Bristol Stool Form Scale (BSFS) score, and straining), were also statistically significantly improved with linaclotide vs. placebo. Statistically significant differences from placebo were observed for responder and continuous end points over 26 weeks of treatment. AE incidence was similar between treatment groups, except for diarrhea, which caused discontinuation in 4.5 % of linaclotide patients vs. 0.2 % of placebo patients. CONCLUSIONS: Linaclotide 290 µg once daily significantly improved abdominal and bowel symptoms associated with IBS-C over 26 weeks of treatment.
Assuntos
Constipação Intestinal/tratamento farmacológico , Síndrome do Intestino Irritável/tratamento farmacológico , Peptídeos/uso terapêutico , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Análise de Variância , Método Duplo-Cego , Determinação de Ponto Final , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Peptídeos/efeitos adversos , Placebos , Resultado do TratamentoRESUMO
OBJECTIVES: Linaclotide is a minimally absorbed guanylate cyclase-C agonist. The objective of this trial was to determine the efficacy and safety of linaclotide in patients with irritable bowel syndrome with constipation (IBS-C). METHODS: This phase 3, double-blind, parallel-group, placebo-controlled trial randomized IBS-C patients to placebo or 290 µ g oral linaclotide once daily in a 12-week treatment period, followed by a 4-week randomized withdrawal (RW) period. There were four primary end points, the Food and Drug Administration ' s (FDA ' s) primary end point for IBS-C (responder: improvement of ≥ 30 % in average daily worst abdominal pain score and increase by ≥ 1 complete spontaneous bowel movement (CSBM) from baseline (same week) for at least 50 % of weeks assessed) and three other primary end points, based on improvements in abdominal pain and CSBMs for 9 / 12 weeks. Adverse events (AEs) were monitored. RESULTS: The trial evaluated 800 patients (mean age = 43.5 years, female = 90.5 % , white = 76.9 % ). The FDA end point was met by 136 / 405 linaclotide-treated patients (33.6 % ), compared with 83 / 395 placebo-treated patients (21.0 % ) ( P < 0.0001) (number needed to treat: 8.0, 95 % confidence interval: 5.4, 15.5). A greater percentage of linaclotide patients, compared with placebo patients, reported for at least 6 / 12 treatment period weeks, a reduction of ≥ 30 % in abdominal pain (50.1 vs. 37.5 % , P = 0.0003) and an increase of ≥ 1 CSBM from baseline (48.6 vs. 29.6 % , P < 0.0001). A greater percentage of linaclotide patients vs. placebo patients were also responders for the other three primary end points ( P < 0.05). Significantly greater improvements were seen in linaclotide vs. placebo patients for all secondary end points ( P < 0.001). During the RW period, patients remaining on linaclotide showed sustained improvement; patients re-randomized from linaclotide to placebo showed return of symptoms, but without worsening of symptoms relative to baseline. Diarrhea, the most common AE, resulted in discontinuation of 5.7 % of linaclotide and 0.3 % of placebo patients. CONCLUSIONS: Linaclotide significantly improved abdominal pain and bowel symptoms associated with IBS-C for at least 12 weeks; there was no worsening of symptoms compared with baseline following cessation of linaclotide during the RW period.
Assuntos
Constipação Intestinal/tratamento farmacológico , Síndrome do Intestino Irritável/tratamento farmacológico , Peptídeos/uso terapêutico , Dor Abdominal/diagnóstico , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Análise de Variância , Método Duplo-Cego , Determinação de Ponto Final , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Medição da Dor , Peptídeos/administração & dosagem , Peptídeos/efeitos adversos , Placebos , Resultado do TratamentoRESUMO
BACKGROUND & AIMS: Linaclotide is a minimally absorbed peptide agonist of the guanylate cyclase-C receptor that stimulates intestinal fluid secretion and transit and reduces pain in animal models. We assessed the safety and efficacy of a range of linaclotide doses in patients with chronic constipation. METHODS: We performed a multicenter, double-blind, placebo-controlled, parallel-group study of 310 patients with chronic constipation. Patients were randomly assigned to groups given 75, 150, 300, or 600 microg oral linaclotide or placebo once daily for 4 weeks. Symptom assessments included spontaneous bowel movements (SBMs), complete SBMs, stool consistency, straining, abdominal discomfort, and bloating. Severity of constipation, adequate relief of constipation, global relief of constipation, treatment satisfaction, quality of life, adverse events, clinical laboratory data, and electrocardiogram results were assessed. RESULTS: All doses of linaclotide improved the weekly rate of SBM (primary end point) compared with placebo; the increases in overall weekly number of SBMs from baseline were 2.6, 3.3, 3.6, and 4.3 for linaclotide doses of 75, 150, 300, and 600 microg, respectively, compared with 1.5 for placebo (P < or = .05 for each pair-wise comparison of a linaclotide dose to placebo). Likewise, linaclotide significantly improved the weekly rate of complete SBM, stool consistency, straining, abdominal discomfort, bloating, global assessments, and quality of life. The most common and only dose-related adverse event was diarrhea (only 6 patients discontinued treatment because of diarrhea). CONCLUSIONS: Linaclotide therapy was associated with few adverse events and produced rapid and sustained improvement of bowel habits, abdominal symptoms, global relief, and quality of life in patients with chronic constipation.
Assuntos
Constipação Intestinal/tratamento farmacológico , Defecação/efeitos dos fármacos , Fármacos Gastrointestinais/administração & dosagem , Peptídeos/administração & dosagem , Dor Abdominal/etiologia , Dor Abdominal/prevenção & controle , Administração Oral , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Doença Crônica , Constipação Intestinal/complicações , Constipação Intestinal/fisiopatologia , Diarreia/induzido quimicamente , Relação Dose-Resposta a Droga , Método Duplo-Cego , Feminino , Fármacos Gastrointestinais/efeitos adversos , Humanos , Masculino , Pessoa de Meia-Idade , Medição da Dor , Satisfação do Paciente , Peptídeos/efeitos adversos , Qualidade de Vida , Índice de Gravidade de Doença , Inquéritos e Questionários , Fatores de Tempo , Resultado do Tratamento , Estados Unidos , Adulto JovemRESUMO
BACKGROUND & AIMS: Linaclotide, a minimally absorbed, 14-amino acid peptide agonist of guanylate cyclase-C, has shown benefit in a proof-of-concept study for the treatment of patients with irritable bowel syndrome (IBS) with constipation (IBS-C). We assessed the efficacy and safety of linaclotide at a daily dose range of 75-600 µg in IBS-C. METHODS: We performed a randomized, double-blind, multicenter, placebo-controlled study of 420 patients with IBS-C given oral linaclotide at doses of 75, 150, 300, or 600 µg or placebo once daily for 12 weeks. End points included change from baseline in daily bowel habits, daily abdominal symptoms, and weekly global assessments, in addition to responder criteria. RESULTS: All doses of linaclotide significantly improved bowel habits, including frequency of spontaneous bowel movements and complete spontaneous bowel movements (primary end point), severity of straining, and stool consistency. Abdominal pain was significantly reduced from baseline, compared with placebo; mean changes in abdominal pain (assessed on a 5-point scale) from baseline were -0.71, -0.71, -0.90, and -0.86 for linaclotide doses of 75, 150, 300, and 600 µg, respectively, compared with -0.49 for placebo. Likewise, most doses of linaclotide significantly improved other abdominal symptoms, including discomfort and bloating, and global measures of IBS-C compared with placebo. Effects were observed within the first week and were sustained throughout 12 weeks of treatment. Except for diarrhea, the incidence of adverse events was similar between placebo and linaclotide groups. CONCLUSIONS: Linaclotide, across a wide range of doses, significantly improved symptoms of IBS-C, including abdominal pain and bowel symptoms. Diarrhea was the only dose-dependent adverse event and was usually of mild or moderate severity.
Assuntos
Dor Abdominal/tratamento farmacológico , Constipação Intestinal/tratamento farmacológico , Defecação/efeitos dos fármacos , Síndrome do Intestino Irritável/tratamento farmacológico , Peptídeos/administração & dosagem , Administração Oral , Adolescente , Adulto , Idoso , Diarreia/induzido quimicamente , Feminino , Guanilato Ciclase/metabolismo , Humanos , Masculino , Pessoa de Meia-Idade , Peptídeos/efeitos adversos , Adulto JovemRESUMO
Importance: Many patients with generalized myasthenia gravis (gMG) have substantial clinical disability, persistent disease burden, and adverse effects attributable to chronic immunosuppression. Therefore, there is a significant need for targeted, well-tolerated therapies with the potential to improve disease control and enhance quality of life. Objective: To evaluate the clinical effects of zilucoplan, a subcutaneously (SC) self-administered macrocyclic peptide inhibitor of complement component 5, in a broad population of patients with moderate to severe gMG. Design, Setting, and Participants: This randomized, double-blind, placebo-controlled phase 2 clinical trial at 25 study sites across North America recruited participants between December 2017 and August 2018. Fifty-seven patients were screened, of whom 12 did not meet inclusion criteria and 1 was lost to follow-up after randomization but before receiving study drug, resulting in a total of 44 acetylcholine receptor autoantibody (AChR-Ab)-positive patients with gMG with baseline Quantitative Myasthenia Gravis (QMG) scores of at least 12, regardless of treatment history. Interventions: Patients were randomized 1:1:1 to a daily SC self-injection of placebo, 0.1-mg/kg zilucoplan, or 0.3-mg/kg zilucoplan for 12 weeks. Main Outcomes and Measures: The primary and key secondary end points were the change from baseline to week 12 in QMG and MG Activities of Daily Living scores, respectively. Significance testing was prespecified at a 1-sided α of .10. Safety and tolerability were also assessed. Results: The study of 44 patients was well balanced across the 3 treatment arms with respect to key demographic and disease-specific variables. The mean age of patients across all 3 treatment groups ranged from 45.5 to 54.6 years and most patients were white (average proportions across 3 treatment groups: 78.6%-86.7%). Clinically meaningful and statistically significant improvements in primary and key secondary efficacy end points were observed. Zilucoplan at a dose of 0.3 mg/kg SC daily resulted in a mean reduction from baseline of 6.0 points in the QMG score (placebo-corrected change, -2.8; P = .05) and 3.4 points in the MG Activities of Daily Living score (placebo-corrected change, -2.3; P = .04). Clinically meaningful and statistically significant improvements were also observed in other secondary end points, the MG Composite and MG Quality-of-Life scores. Outcomes for the 0.1-mg/kg SC daily dose were also statistically significant but slower in onset and less pronounced than with the 0.3-mg/kg dose. Rescue therapy (intravenous immunoglobulin or plasma exchange) was required in 3 of 15, 1 of 15, and 0 of 14 participants in the placebo, 0.1-mg/kg zilucoplan, and 0.3-mg/kg zilucoplan arms, respectively. Zilucoplan was observed to have a favorable safety and tolerability profile. Conclusions and Relevance: Zilucoplan yielded rapid, meaningful, and sustained improvements over 12 weeks in a broad population of patients with moderate to severe AChR-Ab-positive gMG. Near-complete complement inhibition appeared superior to submaximal inhibition. The observed safety and tolerability profile of zilucoplan was favorable. Trial Registration: ClinicalTrials.gov Identifier: NCT03315130.
Assuntos
Complemento C5/antagonistas & inibidores , Inativadores do Complemento/administração & dosagem , Miastenia Gravis/tratamento farmacológico , Método Duplo-Cego , Feminino , Humanos , Injeções Subcutâneas , Masculino , Pessoa de Meia-Idade , AutoadministraçãoRESUMO
OBJECTIVES: Chronic constipation is a common gastrointestinal disorder with limited treatment options. Oral administration of linaclotide, a novel peptide agonist of guanylate cyclase-C receptors, has been shown in animal studies to stimulate intestinal fluid secretion and transit. In Phase 1 studies in healthy human volunteers, linaclotide was well-tolerated, increased bowel movement frequency, and loosened stool consistency. METHODS: This randomized, double-blind, placebo-controlled pilot study evaluated the safety, tolerability, and exploratory efficacy of oral linaclotide in 42 patients with chronic constipation. Patients were randomized to linaclotide (100, 300, or 1,000 microg) or placebo once daily for 2 weeks. Bowel habits (stool frequency, consistency, straining, completeness of evacuation) and degree of abdominal discomfort were monitored daily using an interactive voice response system. Patient-reported outcomes of severity of constipation and overall relief were evaluated weekly. RESULTS: Linaclotide treatment produced dose-dependent increases from the pretreatment baseline values in weekly complete spontaneous bowel movement frequency (range: 2.2-3.2), stool consistency scores (range: 1.1-2.6, 7-point scale), and straining scores (range: 0.4-1.5, 7-point scale); corresponding placebo increases were 1.3, 0.4, 0.4, respectively. Clinical improvements were also demonstrated in abdominal discomfort, severity of constipation, and overall relief. Compared to placebo, linaclotide 100 microg/day significantly increased spontaneous bowel movement frequency, and linaclotide 1,000 microg/day significantly improved stool consistency (P<0.05). Adverse events were primarily gastrointestinal, with diarrhea being the most common. CONCLUSIONS: In this pilot study, linaclotide treatment improved bowel habits and symptoms of patients with chronic constipation. Further randomized controlled trials are warranted.
Assuntos
Constipação Intestinal/tratamento farmacológico , Fármacos Gastrointestinais/uso terapêutico , Peptídeos/uso terapêutico , Adulto , Idoso , Doença Crônica , Método Duplo-Cego , Feminino , Fármacos Gastrointestinais/efeitos adversos , Humanos , Masculino , Pessoa de Meia-Idade , Peptídeos/efeitos adversos , Receptores Acoplados a Guanilato Ciclase/antagonistas & inibidores , Adulto JovemRESUMO
BACKGROUND: Optimal clinical trial endpoints for irritable bowel syndrome with constipation (IBS-C) are uncertain. OBJECTIVE: The objective of this article is to compare adequate relief (AR) to abdominal/bowel symptoms, global endpoints, and FDA and EMA responder criteria; and to use AR as an anchor to assess clinically meaningful change (CMC) in IBS-C symptoms. METHODS: Using pooled 12-week data from two phase 3 linaclotide clinical trials, daily abdominal/bowel symptoms and weekly global assessments were correlated with AR. Symptom CMC thresholds were estimated using AR as an anchor. Agreement between AR and FDA/EMA responder criteria was assessed. RESULTS: Correlations of AR with percentage change in abdominal symptoms, bowel symptoms, and global endpoints ranged from 0.48-0.54, 0.32-0.39, and 0.61-0.71, respectively. Using AR as an anchor, CMC thresholds were 29% improvement in abdominal pain, 29% improvement in abdominal discomfort, and 0.7/week increase in CSBMs, similar to thresholds for IBS-C responder endpoints recommended by the FDA and EMA. There was considerable agreement of weekly responder rates between AR and the FDA and EMA endpoints (on average, 70%-76% and 71%-82% of weeks with agreement, respectively). CONCLUSIONS: AR bridges IBS-C clinical trials, putting into perspective the disparate primary endpoints recommended by professional societies and regulatory authorities, and allowing researchers, practitioners, and regulators to compare trial results.
RESUMO
The linear mixed model has become a widely used tool for longitudinal analysis of continuous variables. The use of regression splines in these models offers the analyst additional flexibility in the formulation of descriptive analyses, exploratory analyses and hypothesis-driven confirmatory analyses. We propose a method for fitting piecewise polynomial regression splines with varying polynomial order in the fixed effects and/or random effects of the linear mixed model. The polynomial segments are explicitly constrained by side conditions for continuity and some smoothness at the points where they join. By using a reparameterization of this explicitly constrained linear mixed model, an implicitly constrained linear mixed model is constructed that simplifies implementation of fixed-knot regression splines. The proposed approach is relatively simple, handles splines in one variable or multiple variables, and can be easily programmed using existing commercial software such as SAS or S-plus. The method is illustrated using two examples: an analysis of longitudinal viral load data from a study of subjects with acute HIV-1 infection and an analysis of 24-hour ambulatory blood pressure profiles.