Evidence map›Paper›PMID 41012558›Full record

ReviewPharmaceutics2025

Precision Adjuvant Strategies in Vaccine Development for Substance Use Disorders: Variability and Mechanistic Insights.

Yuanzhi Bian, Qiaoqiao Ci, Xin M Luo, Chenming Zhang

Abstract readReview
In one paragraph

Review in Pharmaceutics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Outer membrane vesicles fromMicrobiology spectrum · 2026
    Article
  2. Review
  3. Review
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.

Yuanzhi BianDepartment of Biological Systems Engineering, College of Engineering & College of Agriculture and Life Sciences, Virginia Tech, Blacksburg, VA 24061, USA.ORCID 0009-0001-0585-3251
Qiaoqiao CiDepartment of Biological Systems Engineering, College of Engineering & College of Agriculture and Life Sciences, Virginia Tech, Blacksburg, VA 24061, USA.ORCID 0009-0005-2989-2270
Xin M LuoDepartment of Biomedical Sciences and Pathobiology, Virginia-Maryland College of Veterinary Medicine, Virginia Tech, Blacksburg, VA 24061, USA.ORCID 0000-0002-2809-5836
Chenming ZhangDepartment of Biological Systems Engineering, College of Engineering & College of Agriculture and Life Sciences, Virginia Tech, Blacksburg, VA 24061, USA.ORCID 0000-0002-6770-5334

Funding

Novel nanovaccines against opioid use disordersUG3DA048775 · NIDA · VIRGINIA POLYTECHNIC INST AND ST UNIV · PI PRAVETONI, MARCO, ZHANG, CHENMING M · 2019 to 2020
$3.1M
NIDA NIH HHS UG3 DA048775NIH HHS 5UG3DA048775-19
6 · The paper itself

Abstract

Substance use disorders (SUDs) remain a major global health challenge with limited treatment options and high relapse rates. Vaccines that induce drug-sequestering antibodies have shown promise, but their efficacy is hindered by the poor immunogenicity of small-molecule haptens. Adjuvants, substances that enhance immune responses, are critical for overcoming this limitation and improving vaccine efficacy. This review synthesizes over two decades of preclinical and clinical research to guide rational adjuvant design for SUD vaccines. Five major adjuvant classes are examined: aluminum-salt adjuvants, emulsion adjuvants, toll-like receptor (TLR) agonists, protein immunopotentiators, and cytokine modulators. Their physicochemical properties, innate immune activation profiles, and applications in nicotine, stimulant, and opioid vaccines are discussed. Comparative analyses reveal pronounced drug-specific and carrier-specific variability. Case studies illustrate the superior performance of a complementary TLR-agonist pair in a nicotine nanovaccine versus its limited effect in oxycodone vaccines. They also reveal the differential efficacy of an oil-in-water emulsion adjuvant across antigen types. Four principles emerge: (i) no adjuvant is universally optimal; (ii) drug pharmacology influences immune signaling; (iii) adjuvant-carrier compatibility is important; (iv) complementary adjuvant pairings often outperform single agents. These insights support a precision-vaccinology paradigm that tailors adjuvant strategies to each drug class and the delivery vehicle, advancing the development of next-generation SUD vaccines.

Indexed as

aluminum saltcytokine modulatoremulsion adjuvantnanoparticle vaccineopioid vaccineprecision vaccinologyprotein-based adjuvantsubstance use disordertoll-like receptor agonistvaccine adjuvant

Identifiers

PMID41012558
PMCPMC12473433

What OpenQuestion holds

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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.