Evidence map›Paper›PMID 40346736›Full record

ArticlePediatric blood & cancer2025

Human-Centered Design of a Personalized Digital Health Intervention to Improve Oral Chemotherapy Adherence in Adolescents and Young Adults With Hematologic Cancers.

Alexandra M Psihogios, Ayah El-Khatib, Kevin Matos, Mashfiqui Rabbi, Jenna Rossoff, Shira Dinner, Kristy Zeng, Raymundo Picos, Annisa Ahmed, Esha M Patel and 9 more

Registry-linked trialAbstract read
In one paragraph

Article in Pediatric blood & cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07724652 (The AYA Oncology Self-care Movement), which is not on this map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–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.

NCT07724652 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

The AYA Oncology Self-care Movement: An Influencer-driven Social Media Intervention for Oral Chemotherapy Adherence

TypeinterventionalSponsorNorthwestern UniversityRan2026 to 2030Enrolled200ConditionsAcute Lymphobkastic Leukemia, Medication AdherenceArmsEducational Website, #AYAOSM
3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Review
  6. 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

19 authors.

Alexandra M PsihogiosNorthwestern University Feinberg School of Medicine, Chicago, Illinois, USA.ORCID https://orcid.org/0000-0002-4111-1191
Ayah El-KhatibAnn and Robert H. Lurie Children's Hospital, Chicago, Illinois, USA.ORCID https://orcid.org/0009-0003-5021-2319
Kevin MatosNorthwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
Mashfiqui RabbiOptum AI, United Health Group, Minneapolis, Minnesota, USA.
Jenna RossoffNorthwestern University Feinberg School of Medicine, Chicago, Illinois, USA.ORCID https://orcid.org/0000-0003-0471-9883
Shira DinnerNorthwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
Kristy ZengNorthwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
Raymundo PicosNorthwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
Annisa AhmedTexas A&M College of Arts and Sciences, College Station, Texas, USA.
Esha M PatelUniversity of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.ORCID https://orcid.org/0009-0006-7114-9234
Linda FleisherFox Chase Cancer Center, Philadelphia, Pennsylvania, USA.
Stephen P HungerUniversity of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
Ahna PaiNationwide Children's Hospital, Columbus, Ohio, USA.
Jean-Philippe LaurenceauUniversity of Delaware, Newark, Delaware, USA.
Christine RiniNorthwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
Lamia P BarakatUniversity of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
Lisa A SchwartzUniversity of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
Susan MurphyHarvard University, Cambridge, Massachusetts, USA.
Betina YanezNorthwestern University Feinberg School of Medicine, Chicago, Illinois, USA.

Funding

Pilot and Mentoring CoreP50DA054039 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LINDA M COLLINS, SUSAN A MURPHY · 2021 to 2026
$18.2M
TR&D3 - Rapid Translation of AI-powered Temporally Precise mHealth Interventions via Efficient and Embeddable Trustworthy Biomarker ImplementationsP41EB028242 · NIBIB · UNIVERSITY OF MEMPHIS · PI VIVEK SHETTY · 2020 to 2026
$9.5M
Using Real Time Mobile Health Approaches to Understand and Promote Oral Chemotherapy Adherence in Adolescents and Young Adults with LeukemiaK08CA241335 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI PSIHOGIOS, ALEXANDRA · 2019 to 2024
$737k
NCI NIH HHS K08 CA241335NIBIB NIH HHS P41 EB028242NIDA NIH HHS P50 DA054039
6 · The paper itself

Abstract

backgroundAcute lymphoblastic leukemia/lymphoma therapy includes a maintenance phase involving daily administration of an oral chemotherapy called 6-mercaptopurine (6-MP). Adolescents and young adults (AYAs) exhibit lower 6-MP adherence than younger patients, which increases their relapse risk. However, effective oral chemotherapy adherence interventions for this AYA population are lacking.

objectiveThis study describes the human-centered design process of co-creating ADAPTS, an app-based just-in-time adaptive intervention for 6-MP adherence in AYAs.

methodsAcross three design waves with input from AYAs (n = 19) and their caregivers (n = 14), we conducted interviews to co-develop and refine ADAPTS. Qualitative data were coded using conventional content analysis to identify themes that informed app design.

resultsFour design priorities for an oral chemotherapy adherence digital intervention were identified: (i) personalize messages to the contextual factors that fluctuate and impact adherence, such as symptoms and mood; (ii) enhance the persuasiveness of adherence messages by framing them positively (e.g., a focus on maintaining remission rather than preventing a relapse), and including the perspectives of peers in popular social media formats; (iii) include customizable app features and the ability to track personal adherence progress; and (iv) facilitate dyadic adherence communication between AYAs and their caregivers, who are often involved.

conclusionsBy developing ADAPTS with AYAs and their caregivers, this digital health intervention offers a novel and patient-centric approach to enhancing adherence. The resulting design priorities and human-centered design methods employed have generalizable potential for addressing other AYA cancer health behaviors.

Indexed as

Hematologic NeoplasmsMedication AdherenceMercaptopurineMobile ApplicationsPrecision MedicinePrecursor Cell Lymphoblastic Leukemia-LymphomaAdministration, OralAdolescentAdultDigital HealthFemaleFollow-Up StudiesHumansMaleYoung AdultMercaptopurine6‐mercaptopurineacute lymphoblastic leukemiaadherenceadolescentmobile healthyoung adult

Identifiers

PMID40346736
PMCPMC12247539

What OpenQuestion holds

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Registered trials

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.