Evidence map›Paper›PMID 41988873›Full record

ReviewJournal of molecular endocrinology2026

Integrating mechanistic models to decode the GnRH pulse generator in female mice.

Kateryna Nechyporenko, Deyana Ivanova, Xiao Feng Li, Krasimira Tsaneva-Atanasova, Margaritis Voliotis, Kevin T O'Byrne

Abstract readReview
In one paragraph

Review in Journal of molecular endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Kateryna NechyporenkoDepartment of Mathematics and Statistics, University of Exeter, Exeter, UK.ORCID 0000-0003-1933-9314
Deyana IvanovaDepartment of Women and Children's Health, School of Life Course and Population Sciences, King's College London, London, UK.
Xiao Feng LiDepartment of Women and Children's Health, School of Life Course and Population Sciences, King's College London, London, UK.
Krasimira Tsaneva-AtanasovaDepartment of Mathematics and Statistics, University of Exeter, Exeter, UK.
Margaritis VoliotisDepartment of Mathematics and Statistics, University of Exeter, Exeter, UK.
Kevin T O'ByrneDepartment of Women and Children's Health, School of Life Course and Population Sciences, King's College London, London, UK.

Funding

BBSRC BB/S019979/1BBSRC BB/W005883/1BBSRC BB/W005913/1EPSRC EP/T017856
6 · The paper itself

Abstract

The gonadotrophin-releasing hormone (GnRH) pulse generator is a critical neural oscillator that governs reproductive function through the pulsatile release of luteinising hormone (LH) and follicle-stimulating hormone. Early electrophysiological studies, notably by Ernst Knobil, identified multiunit activity (MUA) volleys in the mediobasal hypothalamus that aligned with LH pulses, suggesting a neural basis for GnRH pulsatility. Although GnRH neurons exhibit some intrinsic secretory rhythmicity in vitro, their isolated electrophysiological signatures have proven inconsistent. Recent advances, including GCaMP fibre photometry in freely behaving mice, have revealed a precise correlation between episodic GnRH distal process activity and LH pulses. However, it is now well established that a neural oscillator comprising hypothalamic kisspeptin neurones co-expressing neurokinin B and dynorphin, collectively termed the KNDy network, represents the core construct of the GnRH pulse generator. Understanding the dynamics of this network and its modulation by external inputs, such as stress, metabolic cues and circadian rhythms, is essential. Computational modelling provides a systematic framework for integrating experimental data with mechanistic and predictive analyses to decode the GnRH pulse generator dynamics.

Indexed as

Gonadotropin-Releasing HormoneModels, BiologicalAnimalsDynorphinsFemaleHypothalamic-Pituitary-Gonadal AxisHypothalamusKisspeptinsLuteinizing HormoneMiceNeurokinin BNeuronsDynorphinsGonadotropin-Releasing HormoneKisspeptinsLuteinizing HormoneNeurokinin Bamygdala inputsKNDy networkneuromodulation of reproductive functionPVN signallingstress integration

Identifiers

PMID41988873
PMCPMC13150289

What OpenQuestion holds

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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.