Evidence map›Paper›PMID 41488161›Full record

ArticleDrug and alcohol dependence reports2026

Characterizing patterns of opioid and stimulant use by route and associations with non-fatal overdose and xylazine use in people who have injected drugs from Baltimore, MD, 2023-2024.

Jacqueline E Rudolph, Liz M Martinez-Ocasio, Kenneth A Feder, Catherine Tomko, Javier A Cepeda, Gregory D Kirk, Shruti H Mehta, Danielle German, Becky L Genberg

Abstract read
In one paragraph

Article in Drug and alcohol dependence reports, 2026. 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. Article
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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

9 authors.

Jacqueline E RudolphDepartment of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Liz M Martinez-OcasioDepartment of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Kenneth A FederDepartment of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Catherine TomkoDepartment of Health, Behavior & Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Javier A CepedaDepartment of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Gregory D KirkDepartment of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Shruti H MehtaDepartment of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Danielle GermanDepartment of Health, Behavior & Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
Becky L GenbergDepartment of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.

Funding

The AIDS Linked to the Intravenous Experience (ALIVE) StudyU01DA036297 · NIDA · JOHNS HOPKINS UNIVERSITY · PI Gregory D Kirk, Shruti H Mehta · 2014 to 2026
$28.9M
The short and long-term dynamics of opioid/stimulant use: Mixed methods to informoverdose prevention and treatment related to polysubstance useR01DA057673 · NIDA · JOHNS HOPKINS UNIVERSITY · PI DANIELLE GERMAN, Becky Lynn Genberg · 2022 to 2026
$3.6M
NIDA NIH HHS R01 DA057673NIDA NIH HHS U01 DA036297
6 · The paper itself

Abstract

Background: The fourth wave of the overdose epidemic in the United States (US) is characterized by deaths involving fentanyl with stimulants. Understanding patterns of substance use as novel drugs continue to emerge is critical to inform overdose prevention. Among people with a history of injection drug use in Baltimore, MD, we examined opioid-stimulant use by route and the association of injection with non-fatal overdose and xylazine use. Methods: We included 1132 participants in the AIDS Linked to the IntraVenous Experience cohort with a study visit in 2023-2024. We characterized participants by self-reported past-six-month use of any opioid and any stimulant by route using descriptive statistics. Adjusted associations were estimated using targeted minimum loss-based estimation. Results: Most participants were Black (68 %), male (67 %), and older (median: 56 years). 53 % reported using both opioids and stimulants; these participants were more likely to report using other substances, non-fatal overdose, depressive symptoms, and homelessness. Among participants using both, those injecting both were more likely to report non-fatal overdose and xylazine use than those using by non-injection (overdose: PD = 22.3 %, 95 % CI= 17.2 %-27.5 %; xylazine: PD = 13.3 %, 95 % CI = 4.7 %-21.9 %). Conclusions: We provide one of the most comprehensive summaries of substance use during the fourth wave in Baltimore, a city with the highest rate of fatal overdose in the US during the study period. Use of multiple substances was common, and many participants reported injection. Overdose prevention should be targeted to those injecting both drugs as this pattern had heightened overdose risk.

Indexed as

CocaineFentanylInjectionNon-fatal overdoseOpioidStimulantXylazine

Identifiers

PMID41488161
PMCPMC12757556

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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.