Evidence map›Paper›PMID 42529656›Full record

ArticleNeuroscience applied2026

Protocol for a randomised controlled trial on smartphone- and web-based app for precision dosing and monitoring of lithium («PharmOracle») for improving adherence to therapy in patients with bipolar affective disorder or schizoaffective disorder.

Kirill Markin, Arslan Moritz, Ekaterina Gerasimchuk, Ksenia Romanova, Irina Shpakovskaya, Aleksandr Sinitca, Dmitriy Kaplun

Abstract read
In one paragraph

Article in Neuroscience applied, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Kirill MarkinMilitary Medical Academy, Saint Petersburg, Russia.
Arslan MoritzBekhterev National Medical Research Center for Psychiatry and Neurology, Saint Petersburg, Russia.
Ekaterina GerasimchukBekhterev National Medical Research Center for Psychiatry and Neurology, Saint Petersburg, Russia.
Ksenia RomanovaSaint-Petersburg Electrotechnical University "LETI", Saint Petersburg, Russia.
Irina ShpakovskayaSaint-Petersburg Electrotechnical University "LETI", Saint Petersburg, Russia.
Aleksandr SinitcaSaint-Petersburg Electrotechnical University "LETI", Saint Petersburg, Russia.
Dmitriy KaplunSaint-Petersburg Electrotechnical University "LETI", Saint Petersburg, Russia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Lithium remains a first-line treatment for bipolar disorder but its use is declining owing to the need for intensive monitoring and concerns about tolerability. Digital decision-support tools that combine model-informed precision dosing, Bayesian therapeutic-drug-monitoring, and adherence support may facilitate safer, more effective lithium therapy and improve long-term adherence. We aimed to evaluate whether adding a mobile application with precision-dosing, monitoring reminders and medication-support functions («PharmOracle») to standard care reduces a composite measure of non-adherence and adverse outcomes over 12 months, compared with standard care alone. We planning an open-label, multicenter, randomized (1:1) superiority trial enrolling adults (≥18 years) with ICD-10 bipolar I/II or schizoaffective disorder who are initiating lithium carbonate. Planned sample size is 210 participants (105 per arm). The primary endpoint is time to first occurrence of a composite outcome: lithium discontinuation for any reason, hospitalization for lithium toxicity (serum lithium ≥1.2 mmol/L with symptoms), or unplanned psychiatric hospitalization/emergency visit for mood relapse assessed continuously and verified at 3, 6 and 12 months. Key secondary endpoints include changes in the Integral Diagnostic Index for Bipolar Disorder composite index for assessing symptoms of depression (HDRS), mania (YMRS), psychosocial functioning (PSP), and quality of life (WHOQOL), self-reported medication adherence (10-item Medication Adherence Report), adherence to recommended laboratory/instrumental monitoring, proportion of patients achieving therapeutic serum lithium (0.6-1.0 mmol/L), and safety outcomes. The intervention comprises a mobile/web platform performing model-informed individualized dose prediction, Bayesian dose refinement from measured troughs, automated monitoring reminders, adverse-event self-reporting, and clinician dashboards. Analyses will follow intention-to-treat principles using survival methods (Kaplan-Meier, log-rank, Cox regression) for the primary outcome and mixed models or appropriate nonparametric tests for longitudinal secondary outcomes. We anticipate that using of mobile application with precision-dosing, monitoring reminders and medication-support functions will reduce the incidence of the composite outcome by improving adherence and accelerating attainment of therapeutic lithium concentrations, while maintaining an acceptable safety profile.

Indexed as

AdherenceBipolar disorderLithiumMobile healthModel-informed precision dosingRandomized controlled trial

Identifiers

PMID42529656
PMCPMC13418221

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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.