Impact of duration of chronic migraine on long-term effectiveness of monoclonal antibodies targeting the calcitonin gene-related peptide pathway-A real-world study.
We assessed whether the effectiveness of monoclonal antibodies (mAbs) targeting the calcitonin gene-related peptide (CGRP) pathway changes according to the duration of chronic migraine (CM) over 12 months.
In most patients, CM is a progressive disease starting with episodic migraine. Longer CM duration might be associated with more difficult treatment, probably because the mechanisms underlying chronicization are strengthened. Therefore, early treatment of CM could lead to better outcomes compared with later treatment.
This cohort study included individuals with CM treated with anti-CGRP mAbs in two tertiary headache centers from April 2019 to May 2023. The primary outcome included a change in monthly migraine days (MMDs) from baseline to the third trimester of treatment, 10-12 months. Secondary outcomes established whether response to anti-CGRP mAbs has a more rapid onset in individuals with shorter CM duration compared with longer duration; they included change in MMDs, monthly headache days (MHDs), and days and number of intakes of acute medication during each trimester compared to baseline. Additional outcomes included persisting MMDs, MHDs, and days and number of intakes of acute medication during each trimester of treatment. Patients were compared across tertiles of the overall CM duration.
The study included 335 individuals with CM, with a median (interquartile range [IQR]) age of 48 (39-57) years; 270 (80.6%) were women. Patients in the highest tertile of CM duration (aged 18-60 years) were older than patients in the lower duration tertiles (0-7 years and 8-18 years, respectively), with a median (IQR) age of 56 (48-64) years compared with 42 (31-50) years, and 48 (39-56)years, respectively (p = 0.025); however, this difference was likely due to a correlation between age and disease duration. The change in MMDs from baseline to the last trimester of treatment (10-12 months) was comparable across tertiles of CM duration (median [IQR] -12 [-18 to -5] days, -12 [-17 to -6] days, and -12 [-18 to -4] days; p = 0.946). No difference emerged in secondary outcomes, suggesting a similar time to onset of anti-CGRP mAbs effect across all tertiles of CM duration.
Our data showed that anti-CGRP mAbs are effective and have a rapid onset of action in CM regardless of disease duration.
Ornello R
,Baldini F
,Onofri A
,Rosignoli C
,De Santis F
,Burgalassi A
,Chiarugi A
,Geppetti P
,Sacco S
,Iannone LF
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Crowdsourcing Adverse Events Associated With Monoclonal Antibodies Targeting Calcitonin Gene-Related Peptide Signaling for Migraine Prevention: Natural Language Processing Analysis of Social Media.
Clinical trials demonstrate the efficacy and tolerability of medications targeting calcitonin gene-related peptide (CGRP) signaling for migraine prevention. However, these trials may not accurately reflect the real-world experiences of more diverse and heterogeneous patient populations, who often have higher disease burden and more comorbidities. Therefore, postmarketing safety surveillance is warranted. Regulatory organizations encourage marketing authorization holders to screen digital media for suspected adverse reactions, applying the same requirements as for spontaneous reports. Real-world data from social media platforms constitute a potential venue to capture diverse patient experiences and help detect treatment-related adverse events. However, while social media holds promise for this purpose, its use in pharmacovigilance is still in its early stages. Computational linguistics, which involves the automatic manipulation and quantitative analysis of oral or written language, offers a potential method for exploring this content.
This study aims to characterize adverse events related to monoclonal antibodies targeting CGRP signaling on Reddit, a large online social media forum, by using computational linguistics.
We examined differences in word frequencies from medication-related posts on the Reddit subforum r/Migraine over a 10-year period (2010-2020) using computational linguistics. The study had 2 phases: a validation phase and an application phase. In the validation phase, we compared posts about propranolol and topiramate, as well as posts about each medication against randomly selected posts, to identify known and expected adverse events. In the application phase, we analyzed posts discussing 2 monoclonal antibodies targeting CGRP signaling-erenumab and fremanezumab-to identify potential adverse events for these medications.
From 22,467 Reddit r/Migraine posts, we extracted 402 (2%) propranolol posts, 1423 (6.33%) topiramate posts, 468 (2.08%) erenumab posts, and 73 (0.32%) fremanezumab posts. Comparing topiramate against propranolol identified several expected adverse events, for example, "appetite," "weight," "taste," "foggy," "forgetful," and "dizziness." Comparing erenumab against a random selection of terms identified "constipation" as a recurring keyword. Comparing erenumab against fremanezumab identified "constipation," "depression," "vomiting," and "muscle" as keywords. No adverse events were identified for fremanezumab.
The validation phase of our study accurately identified common adverse events for oral migraine preventive medications. For example, typical adverse events such as "appetite" and "dizziness" were mentioned in posts about topiramate. When we applied this methodology to monoclonal antibodies targeting CGRP or its receptor-fremanezumab and erenumab, respectively-we found no definite adverse events for fremanezumab. However, notable flagged words for erenumab included "constipation," "depression," and "vomiting." In conclusion, computational linguistics applied to social media may help identify potential adverse events for novel therapeutics. While social media data show promise for pharmacovigilance, further work is needed to improve its reliability and usability.
Zhang P
,Kamitaki BK
,Do TP
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Effectiveness of switching strategies in CGRP monoclonal antibody therapy for migraine: A retrospective cohort study.
To evaluate the effectiveness of first switching between monoclonal antibodies (mAbs) targeting calcitonin gene-related peptide (CGRP) or its receptor in the treatment of migraine.
Although mAbs targeting CGRP or its receptor have emerged as a leading treatment for migraine prevention, a proportion of patients do not respond. While switching between these antibodies is a common clinical practice in such cases, the effectiveness remains a subject of study.
We conducted a retrospective cohort study at a tertiary headache center, analyzing data from clinical records of patients treated with anti-CGRP mAbs from January 2020 to March 2024. Baseline was defined as the monthly headache days (MHDs) in the 3 months prior to the start of the second mAb. The primary endpoint was the change in MHDs at month 3 and month 6 following the switch. Additionally, we evaluated response rates in both periods. Subgroup analyses were conducted based on changes in mechanism of action. Finally, we assessed the influence of the number of doses of the first mAb and the inter-treatment interval.
Out of 1244 initially identified patients, 185 were included in the month-3 analysis and 123 in the month-6 evaluation. The median MHDs decreased from 27.0 (interquartile range [IQR] 16.1, 30.0; range 5.0, 30.7) at baseline to 21.0 (IQR 10.0, 30.0; range 0.0, 30.0; p < 0.001) at month 3, and to 20.0 (IQR 10.0, 30.0; range 0.0, 31.0; p < 0.001) at month 6. Subgroup analyses revealed no significant differences in MHDs between maintaining the same target or changing it (baseline: 28.0 [IQR 16.2, 30.0; range 5.0, 31.0] vs. 27.0 [IQR 6.0, 31.0; range 6.0, 31.0]; month 3: 23.0 [IQR 10.0, 30.0; range 0.0, 31.0] vs. 19.0 [IQR 11.0, 30.0; range 1.0, 31.0], p = 0.144; month 6: 24.0 [IQR 11.0, 30.0; range 0.0, 31.0] vs. 17.0 [IQR 10.0, 30.0; range 3.0, 31.0], p = 0.170). There was no association between a ≥50% reduction in MHDs and the number of previous doses of the first mAb (odds ratio [OR] 1.0; 95% confidence interval [CI] 1.0, 1.1; p = 0.189) or the inter-treatment interval (OR 1.0; 95% CI 0.9, 1.1; p = 0.914).
Switching between anti-CGRP mAbs resulted in a reduction in MHDs, with no significant differences based on the mechanism of action. Factors such as the number of doses of the first mAb and the inter-treatment interval did not appear to predict a ≥50% reduction in MHDs at month 3. Our findings support the viability of switching as an effective treatment option for patients with migraine who do not respond to initial mAb therapy.
Jaimes A
,Gómez A
,Pajares O
,Rodríguez-Vico J
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