Evidence mapPaperPMID 37089247Full record

ArticleAddiction neuroscience2023

The use of biomarkers to guide precision treatment for tobacco use.

Scott D Siegel, Hilary A Tindle, Andrew W Bergen, Rachel F Tyndale, Robert Schnoll

Abstract read
In one paragraph

Article in Addiction neuroscience, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Trial
  2. Trial
  3. Smoking drives an epigenetic memory of aberrant hematopoiesis.medRxiv : the preprint server for health sciences · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. 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

5 authors.

Scott D SiegelChristiana Care Health System, Helen F. Graham Cancer Center & Research Institute and Institute for Research on Equity & Community Health, 4701, gletown-Stanton Road, Newark, DE 19713, United States.
Hilary A TindleDepartment of Medicine and Vanderbilt Ingram Cancer Center, Vanderbilt University, United States.
Andrew W BergenOregon Research Institute, United States.
Rachel F TyndaleDepartments of Pharmacology & Toxicology, and Psychiatry, University of Toronto and Centre for Addiction and Mental Health, Canada.
Robert SchnollDepartment of Psychiatry and Abramson Cancer Center, University of Pennsylvania, United States.

Funding

Delaware Clinical and Translational Research ACCEL Program (TEVAL Core)U54GM104941 · UNIVERSITY OF DELAWARE · 2025 to 2025
$3.2M
A Mentoring Program in Patient-Oriented Tobacco Dependence and Implementation Science ResearchK24DA045244 · UNIVERSITY OF PENNSYLVANIA · 2025 to 2025
$195k
NCI NIH HHS R01 CA243914NIAAA NIH HHS R44 AA027675NIDA NIH HHS K24 DA045244NIDA NIH HHS R21 DA033813NIDA NIH HHS R43 DA041211NIGMS NIH HHS U54 GM104941
6 · The paper itself

Abstract

This review summarizes the evidence to date on the development of biomarkers for personalizing the pharmacological treatment of combustible tobacco use. First, the latest evidence on FDA-approved medications is considered, demonstrating that, while these medications offer real benefits, they do not contribute to smoking cessation in approximately two-thirds of cases. Second, the case for using biomarkers to guide tobacco treatment is made based on the potential to increase medication effectiveness and uptake and reduce side effects. Next, the FDA framework of biomarker development is presented along with the state of science on biomarkers for tobacco treatment, including a review of the nicotine metabolite ratio, electroencephalographic event-related potentials, and other biomarkers utilized for risk feedback. We conclude with a discussion of the challenges and opportunities for the translation of biomarkers to guide tobacco treatment and propose priorities for future research.

Indexed as

BiomarkerNicotine metabolite ratioPrecision treatmentSmoking cessationTobacco treatment

Identifiers

PMID37089247
PMCPMC10121195

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.