Authors' Reply to “Questioning the Rhythm: A Closer Look at Heart Rate Trends”
Eitaro Kodani, Takeshi Yamashita, Hiroshi Inoue, Hirotsugu Atarashi, Ken Okumura, Hideki Origasa

Abstract
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
- —The J‐RHYTHM Registry was supported by a grant from the Japan Heart Foundation (12080025).
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsHeart Rate Variability and Autonomic Control · Blood Pressure and Hypertension Studies · Cardiovascular Syncope and Autonomic Disorders
The Authors' Reply
1
We would like to thank Dr. Hassan for your interest in our recently published study “Association between changes in heart rate and adverse events in patients with non‐valvular atrial fibrillation: A post hoc analysis of the J‐RHYTHM Registry.” [1] There were several limitations in our study as already mentioned in the article [1]. Our replies to the comments are as follows.
First, we agree that heart rate (HR) fluctuation may have influenced the incidence of adverse events. However, the present study was based on the results of our previous analysis that HR at the time closest to an event or at the last visit during the follow‐up period (HR‐end) was more strongly associated with the incidence of adverse events than the baseline HR in patients with nonvalvular atrial fibrillation (AF) [2]. Specifically, the highest quartile of HR‐end (≥ 80 bpm) was independently associated with the incidence of major hemorrhage, all‐cause death, and cardiovascular death compared with the second quartile (64–71 bpm), even after adjusting for known confounding factors and HR‐controlling drug use [2]. Therefore, we adopted the changes in HR from the baseline to the end instead of HR fluctuation during the whole follow‐up period in the present analysis [1]. We had HR data at each time when patients visited their outpatient clinic. We could have analyzed visit‐to‐visit changes in HR for each patient; however, for simplicity, we analyzed changes in HR from the baseline to the end of follow‐up [1].
In addition, when patients were divided into four baseline HR groups (< 60, 60–79, 80–109, and ≥ 110 bpm) using clinically relevant cutoff HR values based on the Rate Control Efficacy in Permanent Atrial Fibrillation II (RACE II) trial [3], no significant trend in the rate of any adverse event was observed across these baseline HR groups in our cohort [2]. Therefore, we decided to use the HR quartiles in the present study [1].
Second, as you pointed out, changes in drugs including oral anticoagulants and HR‐controlling drugs, their dosages, and adherence were not considered during the follow‐up period in this study. We recognize this is a limitation of this study. However, hazard ratios were adjusted for the use of HR‐controlling drugs including β‐blocker, K channel blocker, Ca channel blocker, and digitalis in a multivariable Cox regression model in this study [1].
Third, since the J‐RHYTHM Registry was an observational study, the causal relationship between changes in HR and adverse events, as well as the underlying mechanisms, could not be determined from this study. That is known as a general limitation of the observational study. Indeed, we indicated only the association between changes in HR and adverse events and did not mention causality throughout the article. Of course, there is a possibility that the changes in HR are not only the causes of adverse events but also the results of worsening clinical status. Therefore, we proposed in our article [1] that careful management is necessary to identify undiagnosed underlying diseases or hidden unfavorable conditions and prevent subsequent adverse events when patients have excessive increases in HR or consistently high HR.
Fourth, for patients with a higher baseline HR, modest decreases in HR during the follow‐up period were significantly associated with lower mortality in the fully adjusted model in this study. In general, statistical underpower often results in type II error. Therefore, abovementioned our result seems not pertinent to type I error. In addition, our result does not conflict with previous reports that the excessive low HR is independently associated with all‐cause mortality in patients with AF [4, 5].
Finally, we agree that further studies using continuous HR monitoring and longitudinal modeling are necessary to confirm the influence of HR fluctuation on adverse events in patients with AF since the present study is hypothesis‐generating in nature. Most contents of this reply have already been stated in the Limitations of the article [1].
Conflicts of Interest
E.K. received remuneration from Daiichi‐Sankyo; T.Y. received remuneration from Bayer Healthcare, Bristol‐Myers Squibb, Daiichi‐Sankyo, Nippon Boehringer Ingelheim, Novartis, and Otsuka Pharmaceutical; H.I. Inoue received remuneration from Daiichi‐Sankyo; H.A. received remuneration from Daiichi‐Sankyo; K.O. received remuneration from Boehringer Ingelheim, Bristol‐Myers Squibb, Daiichi‐Sankyo, Johnson & Johnson, and Medtronic; and H.O. received remuneration from Johnson & Johnson.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1E. Kodani , T. Yamashita , H. Inoue , H. Atarashi , K. Okumura , and H. Origasa , “Association Between Changes in Heart Rate and Adverse Events in Patients With Non‐Valvular Atrial Fibrillation: A Post Hoc Analysis of the J‐RHYTHM Registry,” Clinical Cardiology 48 (2025): e 70122, 10.1002/clc.70122.40143776 PMC 11947616 · doi ↗ · pubmed ↗
- 2E. Kodani , H. Inoue , H. Atarashi , et al., “Impact of Heart Rate on Adverse Events in Patients With Non‐Valvular Atrial Fibrillation: Subanalysis of the J‐RHYTHM Registry,” International Journal of Cardiology Heart & Vasculature 43 (2022): 101148, 10.1016/j.ijcha.2022.101148.36425566 PMC 9678716 · doi ↗ · pubmed ↗
- 3I. C. Van Gelder , H. F. Groenveld , H. J. G. M. Crijns , et al., “Lenient Versus Strict Rate Control in Patients With Atrial Fibrillation,” New England Journal of Medicine 362 (2010): 1363–1373.20231232 10.1056/NEJ Moa 1001337 · doi ↗ · pubmed ↗
- 4M. Rienstra , I. C. Van Gelder , M. P. Van den Berg , F. Boomsma , H. L. Hillege , and D. J. Van Veldhuisen , “A Comparison of Low Versus High Heart Rate in Patients With Atrial Fibrillation and Advanced Chronic Heart Failure: Effects on Clinical Profile, Neurohormones and Survival,” International Journal of Cardiology 109 (2006): 95–100.15993501 10.1016/j.ijcard.2005.05.054 · doi ↗ · pubmed ↗
- 5B. A. Steinberg , S. Kim , L. Thomas , et al., “Increased Heart Rate Is Associated With Higher Mortality in Patients With Atrial Fibrillation (AF): Results From the Outcomes Registry for Better Informed Treatment of AF (ORBIT‐AF),” Journal of the American Heart Association 4 (2015): e 002031, 10.1161/JAHA.115.002031.26370445 PMC 4599492 · doi ↗ · pubmed ↗
