Persistence on therapy and propensity matched outcome comparison of two subcutaneous interferon beta 1a dosages for multiple sclerosis

To compare treatment persistence between two dosages of interferon β-1a in a large observational multiple sclerosis registry and assess disease outcomes of first line MS treatment at these dosages using propensity scoring to adjust for baseline imbalance in disease characteristics. Treatment discontinuations were evaluated in all patients within the MSBase registry who commenced interferon β-1a SC thrice weekly (n = 4678). Furthermore, we assessed 2-year clinical outcomes in 1220 patients treated with interferon β-1a in either dosage (22 µg or 44 µg) as their first disease modifying agent, matched on propensity score calculated from pre-treatment demographic and clinical variables. A subgroup analysis was performed on 456 matched patients who also had baseline MRI variables recorded. Overall, 4054 treatment discontinuations were recorded in 3059 patients. The patients receiving the lower interferon dosage were more likely to discontinue treatment than those with the higher dosage (25% vs. 20% annual probability of discontinuation, respectively). This was seen in discontinuations with reasons recorded as “lack of efficacy” (3.3% vs. 1.7%), “scheduled stop” (2.2% vs. 1.3%) or without the reason recorded (16.7% vs. 13.3% annual discontinuation rate, 22 µg vs. 44 µg dosage, respectively). Propensity score was determined by treating centre and disability (score without MRI parameters) or centre, sex and number of contrast-enhancing lesions (score including MRI parameters). No differences in clinical outcomes at two years (relapse rate, time relapse-free and disability) were observed between the matched patients treated with either of the interferon dosages. Treatment discontinuations were more common in interferon β-1a 22 µg SC thrice weekly. However, 2-year clinical outcomes did not differ between patients receiving the different dosages, thus replicating in a registry dataset derived from “real-world” database the results of the pivotal randomised trial. Propensity score matching effectively minimised baseline covariate imbalance between two directly compared sub-populations from a large observational registry

Social media conflicts during the financial crisis: Managerial implications for retail banks

Social media can be used proactively to disseminate accurate corporate information and address undesirable consumer behaviors online in order to help counteract negativity in the business environment in the wake of a financial crisis. Social media thus has become a popular open forum for financial institutions such as retail banks to engage in corporate dialogue with consumers. We recommend that financial services firms preemptively use their social media?based online communities in order to disseminate accurate corporate information in times of a financial crisis. Particularly, firms can choose between a range of reactive and proactive strategies to manage social conflict in the wake of a financial crisis

Symptomatology of multiple sclerosis relapses varies in relation to demographic and clinical factors

Introduction: Our knowledge of incidence and outcomes of MS relapses with specific symptomatology is limited. For example, optic neuritis is more common in early MS and the ability to recover deteriorates with longer disease duration. However, a comprehensive evaluation of multiple sclerosis relapse phenotypes, comprising clinical presentations, severity, impact and recovery, and capturing full spectrum of MS courses, duration and patient demography, has not yet been done. Aim: To identify patterns of clinical MS relapses, their impact on specific neuroanatomical locations and their associations with demographic and clinical parameters. Methods: Information about relapse symptomatology was collected prospectively in 17,555 eligible patients and 104,333 patient-years recorded in MSBase, an international observational MS registry. In a proportion of the relapses, information about relapse severity, impact on activities of daily living and recovery was available. Associations between relapse phenotype and patient characteristics were tested with a series of multivariable logistic regression models. Principal component analysis was conducted to assess the tendency of the specific relapse locations to be involved sequentially in individual patients. Results: Of 63,343 relapses, the majority affected pyramidal and sensory functions. Visual and brainstem relapses occurred more frequently in early disease and in younger patients. Sensory relapses were recorded mostly in earlier disease and less commonly in relapsing-progressive disease. Pyramidal, sphincter and cerebellar relapses were more common in older patients and in progressive disease. Women more commonly presented with sensory or visual symptoms, while men were more prone to pyramidal, brainstem and cerebellar relapses. Relapses were likely to recur within the previously affected locations (odd ratios 1.8 – 5, p = 10^-13), with pyramidal, sphincter and sensory relapses often converging within the same individuals (eigenvalue = 2.1, loadings 0.59-0.68). Sensory relapses had a lower impact on daily activities and together with visual and brainstem relapses showed better recovery than the other relapse presentations. Finally, relapse severity increased and the ability to recover decreased with age or more advanced disease. Conclusions: Patterns of clinical relapse symptomatology vary with respect to demographic and clinical factors, including age, sex, MS duration, course and stage

Sex as a determinant of relapse incidence and progressive course of multiple sclerosis

The aim of this work was to evaluate sex differences in the incidence of multiple sclerosis relapses; assess the relationship between sex and primary progressive disease course; and compare effects of age and disease duration on relapse incidence. Annualized relapse rates were calculated using the MSBase registry. Patients with incomplete data or <1 year of follow-up were excluded. Patients with primary progressive multiple sclerosis were only included in the sex ratio analysis. Relapse incidences over 40 years of multiple sclerosis or 70 years of age were compared between females and males with Andersen-Gill and Tweedie models. Female-to-male ratios stratified by annual relapse count were evaluated across disease duration and patient age and compared between relapse-onset and primary progressive multiple sclerosis. The study cohort consisted of 11 570 eligible patients with relapse-onset and 881 patients with primary progressive multiple sclerosis. Among the relapse-onset patients (82 552 patient-years), 48 362 relapses were recorded. Relapse frequency was 17.7% higher in females compared with males. Within the initial 5 years, the female-to-male ratio increased from 2.3:1 to 3.3:1 in patients with 0 versus ≥4 relapses per year, respectively. The magnitude of this sex effect increased at longer disease duration and older age (P < 10−12). However, the female-to-male ratio in patients with relapse-onset multiple sclerosis and zero relapses in any given year was double that of the patients with primary progressive multiple sclerosis. Patient age was a more important determinant of decline in relapse incidence than disease duration (P < 10−12). Females are predisposed to higher relapse activity than males. However, this difference does not explain the markedly lower female-to-male sex ratio in primary progressive multiple sclerosis. Decline in relapse activity over time is more closely related to patient age than disease duration

Relapse incidence in women and men throughout the course of multiple sclerosis: An MSBase cohort study

Introduction: Only one large retrospective cohort study and several smaller analyses examined predictors of relapse incidence in MS. Sex, age and MS duration were suggested as determinants of relapse activity. While in relapsing-remitting MS women are overrepresented in the ratio of 3:1 to men, in primary progressive disease both sexes are represented equally. A lower probability of relapse in men could be the reason for this change, with primary progressive (PP) MS representing the “extreme” of low relapse activity. Aims: To evaluate effect of sex on the incidence of MS relapses. To assess the hypothesis that the female-to-male ratio increases gradually with relapse activity and that PPMS represents a non-relapsing extreme along this continuum. To directly compare effects of age and MS duration on relapse incidence. Methods: Annualised relapse rates were calculated using the MSBase registry. Patients with incomplete data or less than one year of follow-up were excluded. Patients with PPMS were only included in the sex ratio analysis. Relapse incidences over 40 years of MS duration or up to 70 years of age were compared between females and males using Andersen-Gill and Poisson models. Female-to-male ratios stratified by annual relapse count were evaluated across disease duration and patient age and compared between relapse-onset and PPMS. All models were adjusted for therapy and pregnancy. Results: Among 11,570 eligible patients with relapse-onset MS (82,552 patient-years), 48,362 relapses were recorded. Relapse frequency was 17.7% higher in females compared to males. Within the initial five years, the female-to-male ratio increased from 2.3:1 to 3.3:1 in patients with 0 to >=4 relapses per year, respectively. The magnitude of this sex effect increased at longer MS duration and older age. However, the female-to-male ratio in patients with relapse-onset MS and zero relapses in any given year was double that of the patients with PPMS. Patient age was a more important determinant of decline in relapse incidence than disease duration. Conclusions: Females are predisposed to higher relapse activity than males. However, this sex-related effect does not explain the markedly lower female-to-male ratio in PPMS. Decline in relapse activity over time is more closely related to patient age than MS duration. This information helps us better understand the effects of sex and time on relapse incidence and define PPMS as an entity distinct from the relapse-onset MS