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1164 citation(s) found for "Yu, Victoria".

Designing the Thinking: Reimaging Health Informatics via Journey Maps and Personas
Joseph, Amanda L. , Price, Amy , Petersen, Carolyn , Quintana, Yuri , Petersen, Carolyn

Studies in Health Technology and Informatics | May 21, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.3233/shti260610 | PMID 42175279 Get It

Personas and patient journey maps are poised to improve human-centered care delivery, and technology design. However, they remain largely underutilized in healthcare settings globally. A persona composite and a journey map inspired by narratives of medical students managing illness in addition to the rigors of academia is presented. This scoping review illustrates how journey mapping and personas are used in healthcare contexts to frame the experiences of patients; formal and informal caregivers; nurses; and physicians. The heterogeneous findings reveal that despite their promise the utility of these tools is largely unexplored in health informatics.
Resolving inflammatory bowel disease risk variants to genes and cell types
Zhang, Rui, Gettler, Kyle , Haritunians, Talin , Cleynen, Isabelle , Stevens, Christine R , Zhang, Qian , Tastad, Christopher, Medici, Catalina, Abreu, María T. , Achkar, Jean-Paul, Ahmad, Tariq, Bernstein, Charles, Brooks, Johanne , Bujanda, Luis, Butterworth, Jeffrey, Clark, Katie, Cummings, F, Buono, Joanne Del, Foley, Stephen, Franchimont, Denis , Hancock, L, Hart, Ailsa, Hooper, Patricia, Jarvis, Mark , Johnston, EL, Kemp, Cheryl, Kennedy, Nick, Lewis, James D. , Li, Andy, Louis, Édouard , Moayyedi, Paul, Moran, G , Newman, Bill, Oglesby, Arabis, Pekow, Joel, Perez, Kate J., Pollok, R, Radford-Smith, Graham , Raffals, L, Raine, Tim, Ramadas, Arvind, Ramakrishnan, S., Reinisch, Walter , Satsangi, Jack, Selinger, Christian, Shedwell, Sophy, Silverberg, Mark S. , Singh, Salil, Steel, Alan, Uhlig, Holm H. , Verma, Ajay, Weersma, Rinse K. , Xavier, Ramnik, Parkes, M, Lee, James C. , McGovern, D, Anderson, Carl A. , Lee, James , Raine, Tim , Zhang, Rui , Haritunians, Talin , Raine, Tim , Anderson, Carl A , Fachal, Laura , Cleynen, Isabelle , Stevens, Christine R. , Zhang, Qian , Tastad, Christopher , Do, Ron , Achkar, Jean–Paul , Ahmad, Tariq , Kok, Klaartje Bel , Butterworth, Jeffrey R., Cummings, Fraser , D’Amato, Mauro , Duerr, Richard H , Ellinghaus, David , Franchimont, Denis , Franke, André , Hart, Ailsa , Hooper, Patricia, Irving, Peter Miles , Julià, Antonio , Kennedy, Nicholas Alexander , Kupcinskas, Juozas , Latiano, Anna , Lewis, James D , McLaughlin, John , Moayyedi, Paul , Mowat, Craig , Newberry, Rodney D. , Perez, Kate J, Prescott, Natalie , Radford‐Smith, Graham L , Raffals, Laura E. , Reinisch, Walter , Rogler, Gerhard , Sands, Bruce E , Satsangi, Jack, Scharl, Michael , Schreiber, Stefan , Sebastian, Shaji , Selinger, Christian P. , Steed, Helen , Vermeire, Séverine , Halfvarson, Jonas , Daly, Mark J. , Lamb, Christopher A , Huang, Hailiang , McGovern, Dermot P.B. , Rioux, John D. , Cho, Judy H , Zhang, Rui

No container title available | May 18, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.05.13.26352926 Get It

Abstract Inflammatory bowel diseases (IBD), principally Crohn’s disease (CD) and ulcerative colitis (UC), are common chronic disorders involving inflammation and often progressive tissue damage. Genome-wide association studies have mapped many risk signals, but the causal variants, effector genes and relevant cellular contexts remain difficult to resolve, limiting mechanistic interpretation and therapeutic translation. Here we performed a multi-ancestry GWAS meta-analysis of 125,992 individuals with IBD and more than 1.2 million controls, identifying 619 independent association signals (374 novel) at 420 IBD regions that account for 77–80% of SNP-based heritability. Fine-mapping resolved 81 high-confidence variants, 41 not previously reported. Although most signals were shared between CD and UC, 39% showed IBD subtype specificity, with UC signals showing stronger enrichment in functional annotations from intestinal epithelial, secretory and enteroendocrine cells, and CD showing stronger genetic correlations with circulating inflammatory biomarkers, including C-reactive protein and glycoprotein acetylation. Latent causal modelling supported a causal effect of decreased high-density lipoprotein on CD risk. By integrating bulk and single-cell eQTL and pQTL resources using colocalisation and Mendelian randomisation, together with coding-variant evidence from exome sequencing, we prioritised 664 candidate effector genes across 341 signals, including 390 newly implicated IBD genes, revealing new biological mechanisms and candidate therapeutic targets supported by human genetics.
Benefits of Electronic Symptom Monitoring During Cancer Treatment by Age, Sex, Race, and Education (Alliance AFT-39)
Deal, Allison M. , Sampathkumar, Yashasvini , Ginos, Brenda, Schrag, Deborah , Jansen, Jennifer , Stover, Angela M. , Carr, Philip M., Spears, Patricia A. , Jönsson, Mattias , Thanarajasingam, Gita , Rogak, Lauren , Cella, D, Given, Barbara, Zylla, Dylan M. , Weiss, Anna, Wolf, Anna P., Basch, Ethan , Blinder, V. S., Ginos, Brenda F, Mazza, Gina L , Schrag, Deborah , Jansen, Jennifer , Stover, Angela M , Spears, Patricia A , Jonsson, Mattias , Bennett, Antonia V , Thanarajasingam, Gita , Rogak, Lauren J , Reeve, Bryce B. , Snyder, Claire , Cella, David , Given, Barbara , Zylla, Dylan , Dueck, A. C. , Basch, Ethan , Blinder, Victoria S , Carr, Philip, Geoghegan, Cindy , Given, Barbara , Blinder, Victoria

JCO Oncology Practice | May 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1200/op-26-00015 | PMID 42119041 Get It

PURPOSE Remote symptom monitoring using patient-reported outcomes (PROs) has been shown to improve symptom control and physical function among patients with advanced cancer. However, it is unclear whether these benefits are similar across demographic groups. This exploratory analysis of the PRO-TECT trial examined whether the effects of electronic symptom monitoring varied by race, age, sex, and educational attainment. METHODS PRO-TECT was a cluster randomized trial conducted across 52 US community oncology practices comparing weekly electronic symptom monitoring with usual care (UC). Adult patients with metastatic solid tumors receiving systemic therapy were enrolled (N = 1,191). Participants in the PRO arm completed weekly symptom surveys including the PRO-CTCAE, triggering alerts to the care team for severe or worsening symptoms. Patients chose whether to complete weekly PROs online or via telephone-based interactive voice response not requiring Internet access. Outcomes were measured using the European Organisation for Research and Treatment of Cancer QLQ-C30 symptom control and physical function scales. Subgroup analyses were performed by race (Black v White), age (<65 v ≥65 years), sex (male v female), and educational attainment (≤high school v >high school). RESULTS From baseline to 3 months, PRO participants showed greater improvements in symptom control (+2.37 v −0.20, P = .002) and physical function (+1.54 v −0.93, P = .02) versus UC. Benefits were most pronounced among younger, female, Black, and less educated participants. Black participants in the PRO arm were more likely to report that symptom reporting made them feel more in control of their care compared with White participants. CONCLUSION Electronic symptom monitoring improved quality-of-life outcomes overall, including among groups who have historically experienced higher symptom burden or barriers to communication. Remote PRO systems may represent an equitable strategy to enhance cancer care delivery.
Reassessing alcohol consumption and cardiovascular disease by addressing bias in observational data: results from the multi-ethnic study of atherosclerosis
Srivatsa, Shantanu , Stockwell, Tim , Clay, James M. , Bey, G B Ganga, Nasir, Khurram, Budoff, Matthew, Naimi, Timothy, Farkouh, Michael E. , Naimi, Timothy S. , Farkouh, Elizabeth K. , Stockwell, Tim , Bey, Ganga , Naimi, Timothy , Farkouh, Michael E , Srivatsa, Shantanu , Pike, James Russell , Nasir, Khurram , Budoff, Matthew J.

European Journal of Preventive Cardiology | May 9, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1093/eurjpc/zwag201 | PMID 42105323 Get It

Abstract Aims Alcohol and its relationship with cardiovascular disease (CVD) remain contentious. Several observational studies have found cardioprotective associations, while Mendelian randomization studies have found null or harmful effects of moderate drinking. Biases, including abstainer misclassification and sick-quitter effects, may obscure true associations. It is widely understood that former drinkers are often sick quitters. However, removal of former drinkers from analyses addresses bias in the abstainer group but fails to account for induced survivorship among current drinkers. This study sought to determine whether adjusting for biases altered the association between alcohol and CVD by comparing conventional models with those using (i) occasional drinkers as the reference group instead of lifetime abstainers and (ii) ‘intention-to-treat’ reallocation of former drinkers based on past drinking patterns. Methods and results The Multi-Ethnic Study of Atherosclerosis is a prospective cohort study of 6814 participants aged 45–84 years between 2000 and 2002 without baseline CVD. A total of 6755 participants were included after excluding those with missing data. Alcohol consumption was self-reported and classified as lifetime abstainer, former, or current drinker [occasional (≤1 drink/week), light (2–7 drinks/week), moderate (8–14 drinks/week), heavy (&gt;14 drinks/week)]. Outcomes included coronary artery calcium (CAC; 0, 1–100, 101–300, and &gt;300) and clinical events [myocardial infarction (MI), stroke, cardiovascular mortality, composite major adverse cardiovascular events (MACEs), and heart failure]. Of 6755 participants, 20.6% were lifetime abstainers, 24.1% former drinkers, and 55.3% current drinkers. Adjusting for biases altered the observed relationship between alcohol and CVD, showing increased harm with light drinking, decreased protection with moderate drinking, and a dose–response relationship between alcohol and CAC, particularly CAC &gt;300 in adjusted models. Protective associations between moderate drinking and MI [hazard ratio (HR): 0.64, 95% confidence interval (CI): 0.38–1.06] and cardiovascular mortality (HR: 0.81, 95% CI: 0.53–1.25) were attenuated and became non-significant. Light drinking shifted from null to increased risk for MI (HR: 1.46, 95% CI: 1.11–1.92), stroke (HR: 1.54, 95% CI: 1.17–2.03), MACE (HR: 1.33, 95% CI: 1.12–1.57), and heart failure (HR: 1.42, 95% CI: 1.10–1.84). Conclusion Associations between alcohol and CVD in observational studies are sensitive to methodologic variation. Results from models correcting for abstainer/sick-quitter biases may help explain discrepant results from previous studies.
0602 Personalized CPAP Adherence with SleepWell24: Early Outcomes of an Adaptive Smartphone Application Using Control Systems Engineering Approaches
Petrov, Megan, Khan, Owais, Rivera, Daniel, Buman, M. P. , Morgenthaler, TI, Goswami, Umesh, Yu, Tsung-Yen, Anand, Harsh, Carlock, Victoria, Dorich, Chelsea, Petrov, Megan, Rivera, Daniel E.

SLEEPJ | May 9, 2026 | Volume: 49 | Issue: Supplement_1 | Pages: A267-A268

10.1093/sleep/zsag091.0601 Get It

Abstract Introduction Adherence to continuous positive airway pressure (CPAP) therapy is difficult for many patients with obstructive sleep apnea. Clinical outcomes are improved with CPAP adherence ≥6 hr/night, yet scalable approaches to personalized support are limited. We developed a theory-based, clinic experience–driven conceptual dynamical model for optimizing CPAP use and applied it to a ‘just-in-time’ adaptive version of SleepWell24, a smartphone application integrating near–real-time wearable data, CPAP use, and patient-reported symptoms and CPAP-related problems with evidence-based behavior change interventions. In this feasibility optimization trial, we examined patient acceptability and initial outcomes of the adaptive SleepWell24 platform, and guided by the conceptual model, evaluated a control systems engineering approach to demonstrate, in simulation, improved CPAP adherence. Methods Aim 1: Naïve CPAP users (N=10; M age=61.7, 60% female) participated in this 60-day ongoing trial. Patients were encouraged to interact daily with SleepWell24 to report symptoms, receive personalized troubleshooting recommendations, set goals, and receive feedback on CPAP use (via Wi-Fi-enabled smart plug assessing CPAP ‘on/off state’) and sleep/activity (Fitbit). We assessed SleepWell24 use, post-intervention acceptability, and consistent CPAP use defined as ≥6hr, for ≥6nights/week for ≥2 consecutive weeks. Aim 2: The conceptual model of CPAP adherence produced a dynamical system, informed by Model Predictive Control (MPC) as a decision-making algorithm to optimize CPAP use to ≥6hr/night by tailoring actionable behavioral recommendations using patient data integrated in real-time. Results Aim 1: Across the 60-day trial, average daily SleepWell24 engagement was 72.7%. Median CPAP adherence of ≥6hr/night was 65.8%. All participants (100%) rated SleepWell24 as moderately-to-totally acceptable and would recommend it; perceived helpfulness averaged 7.0 (of 10). Eighty percent achieved consistent CPAP use. Aim 2: In simulation, the MPC framework managed CPAP-associated symptoms (e.g., nasal, anxiety, leak) and adjusted CPAP use goals, improving predicted CPAP adherence and sleep duration and quality. Conclusion SleepWell24 was engaging, acceptable, and helpful, with most users reaching optimal CPAP use. We will next estimate dynamical models using data from trial patients, a necessary step towards full automation of SleepWell24. Support (if any) AASMF #285-SR-22
An APOE *4-Informed Genomic Atlas of the X Chromosome in Alzheimer’s Disease
Cook, Noah , Zeng, Youjie , Yang, Chenyu , Jiang, Zhiwen , Wang, Ting‐Chen , Guen, Yann Le , Cody, Karly Alex , Johnson, Matthew, Zhang, Rui, Merritt, Victoria C. , Hauger, Richard L. , Program, the VA Million Veteran, FinnGen, Koran, Mary Ellen, Mormino, Elizabeth C. , Gordon, Brian , DeCasien, Alex, Andrews, Shea J. , Logue, Mark, Greicius, Michael D. , Le Guen, Yann , Cody, Karly A , Koran, Mary Ellen , Gordon, Brian A , Andrews, Shea , Dumitrescu, Logan , Archer, Derek , Seto, Mabel , Pottier, Cyril , Cruchaga, Carlos , Sherva, Richard , Logue, Mark W. , Napolioni, Valerio , Belloy, Michael E , Cook, Noah , Zeng, Youjie , Yang, Chenyu , Zhang, Rui, Merritt, Victoria C. , Hauger, Richard L. , Koran, Mary Ellen I. , Mormino, Elizabeth C. , DeCasien, Alex R. , Dumitrescu, Logan , Archer, Derek B. , Hohman, Timothy J. , Belloy, Michaël E.

No container title available | May 6, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.05.05.26352461 | PMID 42145643 Get It

Abstract The genetic contributions of the X chromosome to Alzheimer’s disease (AD) remain poorly understood yet are expected to importantly shape sex differences in AD. We therefore performed large-scale X-chromosome-wide association studies (N=1,240,451), evaluating differential risk due to sex, APOE *4, and escape from X-chromosome inactivation, finding most X-linked loci appear relevant to female-biased AD etiology. In evaluating genetic pleiotropy with hormonal, lipid, and brain imaging traits, we discovered X-linked AD loci converged on white matter traits, particularly in the anterior corona radiata and splenium of the corpus callosum. Through brain-centric functional genomics analyses, we then nominated candidate causal genes, including 5 that appeared highly robust. Notably, we found the escape gene RBBP7 decreases AD risk in APOE *4 carriers likely through higher expression in excitatory neurons to counter tau-related neurodegeneration. Altogether, we provide an atlas of sex and APOE *4-informed candidate X-linked AD risk loci, genes, and mechanisms that will guide future studies.
Infections in patients receiving daratumumab for newly diagnosed multiple myeloma: a pooled analysis of MAIA and ALCYONE
Bahlis, Nizar J. , Facon, Thierry, San-Miguel, Jesus, Usmani, Saad Z., Dimopoulos, Meletios-Athanasios A., Moreau, Philippe, Manier, Salomon , NS, Raje, Orlowski, Robert Z. , Goldschmidt, H, Hulin, Cyrille, Weisel, K, Leleu, Xavier, Plesner, Torben , Jakubowiak, Andrzej J, Cook, Gordon, Quach, H, Venner, Christopher P., Cavo, M, Ngo, Mai, Bolyard, Kasey, Carson, R, Borgsten, Fredrik, Mateos, María‐Victoria , Kumar, Shaji , Miguel, Jesús F. San , Bahlis, Nizar Jacques , San-Miguel, Jesus , Zweegman, Sonja , Perrot, Aurore , Manier, Salomon , Orlowski, Robert Z. , Goldschmidt, Hartmut , Mohty, Mohamad , Leleu, Xavier , Cook, Gordon , Quach, Hang , Mateos, María-Victoria , Kumar, Shaji K , Facon, Thierry T.F. , Usmani, Saad Z. , Dimopoulos, Meletios A , Moreau, Philippe , Chari, Ajai , Goldschmidt, Hartmut , Basu, Supratik , Hulin, Cyrille , Weisel, Katja C , Mohty, Mohamad , Leleu, Xavier , Jakubowiak, Andrzej , Cook, Gordon , Quach, Hang , Cavo, M., Carson, Robin

Blood Advances | May 5, 2026 | Volume: 10 | Issue: 13 | Pages: 4541-4550

10.1182/bloodadvances.2025019323 | PMID 42085642 Get It

Abstract Both the phase 3 MAIA and ALCYONE studies demonstrated significant survival benefit with the addition of daratumumab to standard-of-care Rd (Revlimid [lenalidomide] and dexamethasone; D-Rd) or to VMP (Velcade [bortezomib], melphalan, and prednisone; D-VMP), respectively, vs Rd or VMP alone in transplant-ineligible newly diagnosed multiple myeloma (NDMM). Patients with NDMM are highly susceptible to infection; therefore, gaining a greater understanding of infection incidence may help to mitigate future risk. We conducted a pooled analysis of infection incidence, timing, and management strategies from MAIA and ALCYONE. The median (range) age of the pooled population was 72 (40-93) years. Incidence was higher with D-Rd/D-VMP vs Rd/VMP for grade 3/4 (36.9% vs 22.4%) and grade 5 (3.0% vs 1.5%) infections; however, exposure-adjusted incidence rates were generally comparable between groups. Any-grade infections led to the discontinuation of study treatment in ∼2% of patients across treatment groups. Of the timing intervals explored, the highest incidence of grade 3/4 infection occurred within the first 6-month interval of study treatment initiation in both groups. Median time to the first onset of grade 3/4 infections (per Kaplan-Meier estimates) was 83.3 months and not estimable in the D-Rd/D-VMP and Rd/VMP groups, respectively. Although the rates of D-Rd/D-VMP treatment discontinuation due to infection remained low in MAIA and ALCYONE, clinicians should remain vigilant about infections throughout treatment and follow local guidelines and International Myeloma Working Group recommendations to minimize the risk of infection. These trials were registered at www.ClinicalTrials.gov as NCT02252172 (MAIA) and NCT02195479 (ALCYONE).
Decoding RELA-Related Disease: A Spectrum of Immune Dysregulation in a Large Global Cohort
Dileepan, Gayathri , Basu, PhD Amrita, Murray, MD Elizabeth, D’Astous-Gauthier, Katherine , Lawrence, Monica G. , Maltz, Ross, Paquin, Maxime, Saca, MD Luis F., Taxter, Alysha J. , Towers, Victoria, Wonnaparhown, Alex , Akoghlanian, Shoghik , PhD, Eric Allenspach, MD,, Alsulami, Saleh , Alsuweiti, Motasem O. , Ardalan, Kaveh , CHAN, R P, MSCE, Joyce Chang, MD,, Efron, Adi , Igel, Dr. med Lina, Nigrovic, Peter, Padem, Nurcicek , Rosenwasser, Natalie , Sanchez-Manubens, PhD Judith, Skrie, Victor, Zheng, S , Guo, Lily, D(ABMLI), Roshini Abraham, PhD,, Basu, Amrita, Murray, Elizabeth T., Chapdelaine, Hugo , Maltz, Ross , Peng, Xiao P. , Saca, Luis, Zimmerman, Ofer , Allenspach, Eric J , Broderick, Lori , Cebecauerová, Dita , Dedeoğlu, Fatma , Igel, Lina, Naesens, Leslie , Nigrovic, Peter Andrija , Ombrello, Amanda K. , Sivaraman, Vidya

Journal of Human Immunity | May 1, 2026 | Volume: 2 | Issue: CIS2026 | Pages: No page available

10.70962/cis2026abstract.7 Get It

RELA-related disease is a rare, autosomal-dominant condition presenting with immune dysregulation and immunodeficiency. RELA encodes the p65 subunit, a component of the canonical NFκB pathway. The underlying pathogenesis, at least in part, involves impaired NFκB activation, increased susceptibility to TNFα-induced apoptosis, and hyperinflammation. To date, only a modest number of cases have been documented worldwide, and the full clinical and functional spectrum of disease remains incompletely defined. This study represents a large global cohort identified with RELA variants, comprising 40 patients from 30 institutions, expanding our previous report of a single large kindred (1). The clinical spectrum includes arthritis, mucocutaneous ulcers, uveitis, dermatitis, irritable bowel disease, recurrent infections, lymphopenia, hypogammaglobulinemia, recurrent fevers, and susceptibility to neoplasia. The patients represent 36 kindreds with 28 unique RELA variants, of which 15 are missense, 7 nonsense, and 6 frameshift variants. Fifteen are in the Rel homology domain, 7 in the transcriptional activation domain, and 6 in the C-terminal region proximal to TAD (Fig. 1). Functional studies assessed the canonical NFκB pathway in 27% of the cohort (n = 11; healthy controls = 40). Patient peripheral blood mononuclear cells (PBMCs) were used to quantify total and phosphorylated p65 (ph-p65, Ser529) by flow cytometry after stimulation with PMA (100 ng/ml) and ionomycin (1 uM). In 8 patients, we assessed the kinetics of IκBα degradation, required for p65 phosphorylation and nuclear translocation of p65/p50. All patients tested had decreased total p65, while 64% had decreased ph-p65 with altered phosphorylation kinetics. Nearly 45% had impaired IκBα degradation. One patient (P4) demonstrated increased IκBα degradation and ph-p65, while a related proband (P1) had decreased ph-p65. Additionally, P4 did not have the same mucocutaneous clinical phenotype as P1 despite sharing the same RELA variant. This could reflect the effect of other genetic modifiers, epigenetic, environmental, or stochastic variations, which could lead to variable expressivity and/or incomplete penetrance. All patients appeared to have haploinsufficiency, as none had normal levels of p65. This study expands the clinical and genetic spectrum of RELA-related disease and provides mechanistic insights into the impact of these variants on p65 phosphorylation and downstream function, resulting in variable expressivity. Figure 1. RelA protein structure. Represents unique variant locations and categories, key domains, and phosphorylation sites. Source: UniProt. Adapted from (2). BioRender.
Towards a tool to discriminate between pain mechanistic descriptors: expert ranking of clinical features and allocation of weights using a forced choice paradigm
Shraim, Muath A. , Sterling, Michele, Arendt-Nielsen, Lars, Bačkonja, Miroslav , Baron, Ralf, Blechschmidt, Vivian , Clauw, Daniel J, Cohen, Milton , Coombes, Brooke K. , Elsenbruch, Sigrid, Gilron, Ian , Kato, Fusao, Madden, Victoria J, Nijs, Jo, Reis, Felipe J J, Rice, Andrew C, Ringkamp, Matthias , Irani, Anushka, Hodges, Paul W, Clauw, Daniel J. , Irani, Anushka , Arendt‐Nielsen, Lars , Hodges, Paul W , Irani, Anushka , Sterling, Michele M. , Sluka, Kathleen A. , Baron, Ralf , Elsenbruch, Sigrid , Harris, Richard Edmund , Jones, Lester Edmund , Kapreli, Eleni , Kato, Fusao , Kosek, Eva , Madden, Victoria J. , Schmid, Annina B , Irani, Anushka, Veasley, Christin

Pain | April 28, 2026 | Volume: 167 | Issue: 7 | Pages: 1669-1682

10.1097/j.pain.0000000000003979 | PMID 42048572 Get It

Abstract Pain treatments have modest effects. Health outcomes might be improved if treatments are matched to mechanisms underlying the persistence and biopsychosocial impact of an individual's pain. The International Association for the Study of Pain (IASP) defines 3 mechanistic pain descriptors presumed to involve different mechanisms—nociceptive, neuropathic, and nociplastic. Although treatments to address each descriptor have been proposed, there is no consensus on how to assign descriptors to clinical presentations. A recent consensus identified candidate clinical features to discriminate between descriptors in clinical practice and research. These need refinement to progress towards a tool. This study aimed to determine the rank and relative weight of identified clinical features to aid discrimination between mechanistic pain descriptors. Candidate clinical features (n = 196) were refined by the IASP Terminology Task Force to converge similar and remove redundant features. The Task Force (n = 24) and an expert panel (n = 39) ranked features using 1000minds conjoint analysis software and assigned weights based on discrete pairwise choices. Participants nominated from pairs of scenarios, which most likely indicated that pain aligned predominantly to a descriptor. Highest ranked features for neuropathic and nociplastic pain were aligned with IASP Clinical Criteria. Criteria for nociceptive pain have not been established. A ranked list of features shared by 2 mechanisms (indicating mixed mechanisms) was also identified. This study identified expert consensus on the highest ranked clinical features with potential to discriminate between pain descriptors, reflective of different underlying mechanisms. This study extends current frameworks by identifying and refining key discriminators for future operationalisation and validation.