Evidence map›Paper›PMID 23471245›Full record

ReviewAdvances in physiology education2013

The force-frequency relationship: insights from mathematical modeling.

Jose L Puglisi, Jorge A Negroni, Ye Chen-Izu, Donald M Bers

Abstract readReview
In one paragraph

Review in Advances in physiology education, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed.

  1. Temperature alters the inotropic and chronotropic effect of DNaunyn-Schmiedeberg's archives of pharmacology · 2025
    Article
  2. Mechano-energetic uncoupling in heart failure.Nature reviews. Cardiology · 2025
    Review
  3. Article
  4. The Role of CaBiomolecules · 2022
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. A role for membrane shape and information processing in cardiac physiology.Pflugers Archiv : European journal of physiology · 2015
    Review
  10. Review
  11. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Jose L PuglisiDepartment of Pharmacology, University of California, Davis, CA 95616, USA. jlpuglisi@ucdavis.edu
Jorge A Negroni
Ye Chen-Izu
Donald M Bers

Funding

Program AdministrationP01HL080101 · NHLBI · UNIVERSITY OF CALIFORNIA AT DAVIS · PI BERS, DONALD M · 2006 to 2015
$23.4M
IONIC CONTROL OF CARDIAC MUSCLE CONTRACTION: EC COUPLINGR37HL030077 · NHLBI · UNIVERSITY OF CALIFORNIA AT DAVIS · PI BERS, DONALD M · 2005 to 2014
$3.9M
Multi-scale Systems Model of Murine Heart FailureR01HL105242 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI BERS, DONALD M, MCCULLOCH, ANDREW D. · 2012 to 2016
$3.5M
Sarcomere Length Shortening and the Destabilization of the Ca2+ Control System inR01HL090880 · NHLBI · UNIVERSITY OF CALIFORNIA AT DAVIS · PI IZU, LEIGHTON T. · 2009 to 2012
$1.5M
CaMKII Inhibition as a New Therapeutic Strategy for Treating Hypertension-inducedR03AG031944 · NIA · UNIVERSITY OF CALIFORNIA AT DAVIS · PI CHEN-IZU, YE · 2009 to 2010
$125k
NHLBI NIH HHS P01-HL-80101NHLBI NIH HHS R01 HL090880NHLBI NIH HHS R01 HL105242NHLBI NIH HHS R01-HL-90880NHLBI NIH HHS R37 HL030077NHLBI NIH HHS R37-HL-30077NIA NIH HHS R03 AG031944NIA NIH HHS R03-AG-031944
6 · The paper itself

Abstract

The force-frequency relationship has intrigued researchers since its discovery by Bowditch in 1871. Many attempts have been made to construct mathematical descriptions of this phenomenon, beginning with the simple formulation of Koch-Wesser and Blinks in 1963 to the most sophisticated ones of today. This property of cardiac muscle is amplified by β-adrenergic stimulation, and, in a coordinated way, the neurohumoral state alters both frequency (acting on the sinoatrial node) as well as force generation (modifying ventricular myocytes). This synchronized tuning is needed to meet new metabolic demands. Cardiac modelers have already linked mechanical and electrical activity in their formulations and showed how those activities feedback on each other. However, now it is necessary to include neurological control to have a complete description of heart performance, especially when changes in frequency are involved. Study of arrhythmias (or antiarrhythmic drugs) based on mathematical models should incorporate this effect to make useful predictions or point out potential pharmaceutical targets.

Indexed as

Models, CardiovascularAnimalsExerciseHeart RateHumans

Identifiers

PMID23471245
PMCPMC3776472

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.