Evidence map›Paper›PMID 42495122›Full record

ArticleFrontiers in transplantation2026

Smartphone-measured tremor and tacrolimus trough levels in kidney transplant recipients: an exploratory prospective study.

Annudesh Liyanage, Caitlin Schneider, Julien Renard, Rohit Singla, Jorden Hetherington, Steven Tang, Ted Hoyda, James Lan, Cindy Luo, David Harriman and 1 more

Abstract read
In one paragraph

Article in Frontiers in transplantation, 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

11 authors.

Annudesh LiyanageFaculty of Medicine, University of British Columbia, Vancouver, BC, Canada.
Caitlin SchneiderDepartment of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada.
Julien RenardDepartment of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada.
Rohit SinglaFaculty of Medicine, University of British Columbia, Vancouver, BC, Canada.
Jorden HetheringtonDepartment of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada.
Steven TangDepartment of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada.
Ted HoydaDepartment of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada.
James LanFaculty of Medicine, University of British Columbia, Vancouver, BC, Canada.
Cindy LuoDepartment of Nephrology, Vancouver General Hospital, Vancouver, BC, Canada.
David HarrimanFaculty of Medicine, University of British Columbia, Vancouver, BC, Canada.
Christopher NguanFaculty of Medicine, University of British Columbia, Vancouver, BC, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Tacrolimus commonly causes tremor as a side effect, although the relationship between tremor and tacrolimus drug levels is not well established. This work presents the development of a smartphone-based tremor assessment to explore whether tremor features are associated with tacrolimus trough concentrations, including whether individualized models show promise in tremor-sensitive kidney transplant patients. Using smartphone accelerometers, an app was created to record resting and postural tremors in transplant recipients during routine follow-up visits. Tacrolimus trough concentration and doses were recorded at each visit. We evaluated associations between tremor features and tacrolimus trough levels and, in exploratory analyses, assessed regression models both at the cohort level and within individuals with sufficient longitudinal data. Sixty-nine kidney transplant recipients were included. Correlations were found between self-reported tremor severity and tremor features, but no significant association was observed between tacrolimus trough concentration and tremor features at the cohort level (

Indexed as

digital biomarkerskidney transplantationmachine learningtacrolimustremor analysis

Identifiers

PMID42495122
PMCPMC13391576

What OpenQuestion holds

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Registered trials

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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.