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Echelon-2, (NCT01777152), 5-year results of a randomised, double-blind, phase 3 study of frontline brentuximab vedotin + CHP vs chop in patients with CD30-positive peripheral t-cell lymphoma [Meeting Abstract]

Domingo, Domenech E; Horwitz, S M; Illidge, T; O'Connor, O A; Pro, B; Iyer, S P; Advani, R; Bartlett, N L; Christensen, J H; Morschhauser, F; Rossi, G; Kim, W S; Feldman, T A; Menne, T; Belada, D; Illes, A; Tobinai, K; Tsukasaki, K; Yeh, S -P; Huttmann, A; Savage, K J; Yuen, S; Zinzani, P L; Miao, H; Bunn, V; Fenton, K; Fanale, M A; Puhlmann, M; Trumper, L
Background: ECHELON-2 (NCT01777152), a phase 3, randomised, double-blind, double-dummy, placebo-controlled, active-comparator, multicentre study, established the superiority of frontline brentuximab vedotin + cyclophosphamide, doxorubicin, and prednisone (A+CHP) vs cyclophosphamide, doxorubicin, vincristine, and prednisone (CHOP) for the treatment of patients (pts) with systemic anaplastic large cell lymphoma (sALCL) or other CD30-expressing peripheral T-cell lymphomas (PTCLs) (Horwitz, Lancet 2019). Both risk of progression-free survival (PFS) per blinded independent central review (primary endpoint) and overall survival (OS) events favoured A+CHP over CHOP at the primary analysis. A+CHP was the first treatment regimen to increase OS compared with CHOP in this population.
Aim(s): We report the 5-year data from ECHELON-2, including PFS per investigator (INV) data and the following key secondary endpoints: OS, PFS in sALCL, complete remission (CR) rate, and objective response rate (ORR) in re-treated pts.
Method(s): Adults with untreated CD30-positive PTCL (targeting 75% +/- 5% with sALCL) were randomized 1:1 to receive 6-8 cycles of A+CHP or CHOP. Pts were stratified by histological subtype and international prognostic index (IPI) score. Brentuximab vedotin-based subsequent therapies were allowed.
Result(s): Of 452 pts enrolled, the majority had sALCL (n=316 [70%]; 218 [48%] anaplastic lymphoma kinase [ALK]-negative, and 98 pts [22%] ALK-positive) and had advanced disease (27% Stage III, 53% Stage IV; 78% IPI >=2). At data cutoff, median follow-up was 47.6 months for PFS and 66.8 months for OS. A+CHP was favoured over CHOP with a hazard ratio (HR) for PFS per INV of 0.70 (95% confidence interval [CI]: 0.53, 0.91; p=0.0077) and OS HR of 0.72 (95% CI: 0.53, 0.99; p=0.0424). Median PFS was 62.3 months (95% CI: 42.0, not evaluable) for A+CHP, and 23.8 months (95% CI: 13.6, 60.8) for CHOP. Estimated 5-year PFS was 51.4% (95% CI: 42.8, 59.4) and 43.0% (95% CI: 35.8, 50.0) with A+CHP and CHOP, respectively. Median OS was not reached in either arm. Estimated 5-year OS was 70.1% (95% CI: 63.3, 75.9) for A+CHP vs 61.0% (95% CI: 54.0, 67.3) for CHOP. PFS in prespecified subgroups and overall PFS were generally consistent (Figure). The HR for PFS (0.55 [95% CI: 0.39, 0.79]) also favoured A+CHP over CHOP in pts with sALCL, with an estimated 5-year PFS of 60.6% (95% CI: 49.5, 69.9) for the A+CHP arm vs 48.4% (95% CI: 39.6, 56.7) for the CHOP arm. Subsequent systemic therapy with brentuximab vedotin was administered to a total of 29 pts (13%) in the A+CHP arm (sALCL [n=19]; PTCL not otherwise specified [n=5], angioimmunoblastic T-cell lymphoma [n=5]) and 54 pts (24%) in the CHOP arm. Median time to retreatment for pts in the A+CHP arm was 15.0 months (range, 3-64); 17 pts (ORR: 59%) had CR (n=11) or partial remission (n=6) after retreatment with brentuximab vedotin monotherapy (n=25) or a brentuximab vedotin-containing regimen (n=4). Of the treatment-emergent peripheral neuropathy (PN) in the A+CHP (n=117) and CHOP arms (n=124), 72% in the A+CHP arm and 78% in the CHOP arm had resolved or improved. In pts with ongoing events at last follow-up (A+CHP [n=47] vs CHOP [n=42]) PN was grade 1, 2 and 3 in 70% vs 71%, 28% vs 26% and 2% vs 2%, respectively. Summary/Conclusion: After 5 years' follow-up, frontline A+CHP continued to provide clinically meaningful improvements in PFS and OS vs CHOP, including sustained remission in 59% of re-treated pts with sALCL, as well as a manageable safety profile, including continued resolution or improvement of PN
EMBASE:635849075
ISSN: 2572-9241
CID: 4983562

Exploring the relations between interpersonal risk and adolescent suicidality during treatment

Abbott, Caroline H; Zisk, Abigail; Herres, Joanna; Diamond, Guy S; Krauthamer Ewing, Stephanie; Kobak, Roger
OBJECTIVE:Despite considerable evidence that supports perceived burdensomeness (PB) and thwarted belongingness (TB) as risk factors for suicidal ideation (SI), far less is known about the direction of effects between these constructs in treatments for suicidal adolescents. The present study examined bidirectional relations between PB, TB, and adolescents' suicidal ideation (SI) during a 16-week randomized clinical trial. METHOD/METHODS:129 depressed and suicidal adolescents completed PB, TB, and SI measures at three time points: baseline (T1), mid-treatment (T2), and treatment completion (T3). Random-intercept cross-lagged panel models (RI-CLPM) examined within-subject direction of effects between interpersonal variables (PB & TB) and suicidal ideation (SI) in the first and second halves of treatment. RESULTS:Within-subjects, autoregressive paths indicated significant carryover in PB and SI. In the first half of treatment, a significant cross-lagged path indicated that T1 PB predicted change in T2 SI, and in the last half of treatment change in T2 SI predicted change in T3 PB. There were no significant auto-regressive or cross-lagged effects for TB. CONCLUSIONS:In the first half of treatment, baseline PB predicted fewer reductions in SI suggesting that PB initially moderated adolescents' response to treatment. However, in the last half of treatment, initial reductions in SI predicted subsequent reductions in PB suggesting that adolescents' initial response to treatment decreased their perceptions of burdening others. The clinical and treatment implications of these bidirectional findings are discussed. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
PMID: 34264700
ISSN: 1939-2117
CID: 4938842

Efficacy and acceptability of pharmacological, psychosocial, and brain stimulation interventions in children and adolescents with mental disorders: an umbrella review

Correll, Christoph U; Cortese, Samuele; Croatto, Giovanni; Monaco, Francesco; Krinitski, Damir; Arrondo, Gonzalo; Ostinelli, Edoardo G; Zangani, Caroline; Fornaro, Michele; Estradé, Andrés; Fusar-Poli, Paolo; Carvalho, Andre F; Solmi, Marco
Top-tier evidence on the safety/tolerability of 80 medications in children/adolescents with mental disorders has recently been reviewed in this jour-nal. To guide clinical practice, such data must be combined with evidence on efficacy and acceptability. Besides medications, psychosocial inter-ventions and brain stimulation techniques are treatment options for children/adolescents with mental disorders. For this umbrella review, we systematically searched network meta-analyses (NMAs) and meta-analyses (MAs) of randomized controlled trials (RCTs) evaluating 48 medications, 20 psychosocial interventions, and four brain stimulation techniques in children/adolescents with 52 different mental disorders or groups of mental disorders, reporting on 20 different efficacy/acceptability outcomes. Co-primary outcomes were disease-specific symptom reduction and all-cause discontinuation ("acceptability"). We included 14 NMAs and 90 MAs, reporting on 15 mental disorders or groups of mental disorders. Overall, 21 medications outperformed placebo regarding the co-primary outcomes, and three psychosocial interventions did so (while seven outperformed waiting list/no treatment). Based on the meta-analytic evidence, the most convincing efficacy profile emerged for amphetamines, methylphenidate and, to a smaller extent, behavioral therapy in attention-deficit/hyperactivity disorder; aripiprazole, risperidone and several psychosocial interventions in autism; risperidone and behavioral interventions in disruptive behavior disorders; several antipsychotics in schizophrenia spectrum disorders; fluoxetine, the combination of fluoxetine and cognitive behavioral therapy (CBT), and interpersonal therapy in depression; aripiprazole in mania; fluoxetine and group CBT in anxiety disorders; fluoxetine/selective serotonin reuptake inhibitors, CBT, and behavioral therapy with exposure and response prevention in obsessive-compulsive disorder; CBT in post-traumatic stress disorder; imipramine and alarm behavioral intervention in enuresis; behavioral therapy in encopresis; and family therapy in anorexia nervosa. Results from this umbrella review of interventions for mental disorders in children/adolescents provide evidence-based information for clinical decision making.
PMID: 34002501
ISSN: 1723-8617
CID: 4876902

Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization

Ren, Mengwei; Dey, Neel; Fishbaugh, James; Gerig, Guido
Deep networks are now ubiquitous in large-scale multi-center imaging studies. However, the direct aggregation of images across sites is contraindicated for downstream statistical and deep learning-based image analysis due to inconsistent contrast, resolution, and noise. To this end, in the absence of paired data, variations of Cycle-consistent Generative Adversarial Networks have been used to harmonize image sets between a source and target domain. Importantly, these methods are prone to instability, contrast inversion, intractable manipulation of pathology, and steganographic mappings which limit their reliable adoption in real-world medical imaging. In this work, based on an underlying assumption that morphological shape is consistent across imaging sites, we propose a segmentation-renormalized image translation framework to reduce inter-scanner heterogeneity while preserving anatomical layout. We replace the affine transformations used in the normalization layers within generative networks with trainable scale and shift parameters conditioned on jointly learned anatomical segmentation embeddings to modulate features at every level of translation. We evaluate our methodologies against recent baselines across several imaging modalities (T1w MRI, FLAIR MRI, and OCT) on datasets with and without lesions. Segmentation-renormalization for translation GANs yields superior image harmonization as quantified by Inception distances, demonstrates improved downstream utility via post-hoc segmentation accuracy, and improved robustness to translation perturbation and self-adversarial attacks.
PMID: 33591913
ISSN: 1558-254x
CID: 4799882

A randomized controlled trial of the Transdiagnostic Intervention for Sleep and Circadian Dysfunction (TranS-C) to improve serious mental illness outcomes in a community setting

Harvey, Allison G; Dong, Lu; Hein, Kerrie; Yu, Stephanie H; Martinez, Armando J; Gumport, Nicole B; Smith, Freddie L; Chapman, Aaron; Lisman, Michael; Mirzadegan, Isaac A; Mullin, Alice C; Fine, Eve; Dolsen, Michael R; Gasperetti, Caitlin E; Bukosky, Jorin; Alvarado-Martinez, Cynthia G; Kilbourne, Amy M; Rabe-Hesketh, Sophia; Buysse, Daniel J
OBJECTIVE:To determine if the Transdiagnostic Intervention for Sleep and Circadian Dysfunction (TranS-C) improves functional impairment, psychiatric symptoms, and sleep and circadian functioning. METHOD/METHODS:Adults diagnosed with serious mental illness (SMI) and sleep and circadian dysfunction (N = 121) were randomly allocated to TranS-C plus usual care (TranS-C + UC; n = 61; 8 individual weekly sessions) or 6 months of Usual Care followed by Delayed Treatment with TranS-C (UC-DT; n = 60). Schizophrenia (45%) and anxiety disorders (47%) were common. Blind assessments were conducted pre-treatment, post-treatment, and 6 months later (6FU). The latter two were the post-randomization points of interest. The location was Alameda County Behavioral Health Care Services (ACBHCS), a Community Mental Health Center (CMHC) in California. RESULTS:For the primary outcomes, relative to UC-DT, TranS-C + UC was associated with reduction in functional impairment (b = -3.18, p = 0.025, d = -0.58), general psychiatric symptoms (b = -5.88, p = 0.001, d = -0.64), sleep disturbance (b = -5.55, p < .0001, d = -0.96), and sleep-related impairment (b = -9.14, p < .0001, d = -0.81) from pre-treatment to post-treatment. These effects were maintained to 6-month follow-up (6FU; d = -0.42 to -0.82), except functional impairment (d = -0.37). For the secondary outcomes, relative to UC-DT, TranS-C + UC was associated with improvement in sleep efficiency and on the Sleep Health Composite score from pre-treatment to 6FU. TranS-C + UC was also associated with reduced total wake time and wake time variability from pre-treatment to post-treatment, as well as reduced hallucinations and delusions, bedtime variability, and actigraphy measured waking activity count variability from pre-treatment to 6FU. CONCLUSIONS:A novel transdiagnostic treatment, delivered within a CMHC setting, improves selected measures of functioning, symptoms of comorbid disorders, and sleep and circadian outcomes. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
PMID: 34264701
ISSN: 1939-2117
CID: 4950702

A constrained single-index regression for estimating interactions between a treatment and covariates

Park, Hyung; Petkova, Eva; Tarpey, Thaddeus; Ogden, R Todd
We consider a single-index regression model, uniquely constrained to estimate interactions between a set of pretreatment covariates and a treatment variable on their effects on a response variable, in the context of analyzing data from randomized clinical trials. We represent interaction effect terms of the model through a set of treatment-specific flexible link functions on a linear combination of the covariates (a single index), subject to the constraint that the expected value given the covariates equals zero, while leaving the main effects of the covariates unspecified. We show that the proposed semiparametric estimator is consistent for the interaction term of the model, and that the efficiency of the estimator can be improved with an augmentation procedure. The proposed single-index regression provides a flexible and interpretable modeling approach to optimizing individualized treatment rules based on patients' data measured at baseline, as illustrated by simulation examples and an application to data from a depression clinical trial. This article is protected by copyright. All rights reserved.
PMID: 32573759
ISSN: 1541-0420
CID: 4493012

Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology

Mullins, Niamh; Forstner, Andreas J; O'Connell, Kevin S; Coombes, Brandon; Coleman, Jonathan R I; Qiao, Zhen; Als, Thomas D; Bigdeli, Tim B; Børte, Sigrid; Bryois, Julien; Charney, Alexander W; Drange, Ole Kristian; Gandal, Michael J; Hagenaars, Saskia P; Ikeda, Masashi; Kamitaki, Nolan; Kim, Minsoo; Krebs, Kristi; Panagiotaropoulou, Georgia; Schilder, Brian M; Sloofman, Laura G; Steinberg, Stacy; Trubetskoy, Vassily; Winsvold, Bendik S; Won, Hong-Hee; Abramova, Liliya; Adorjan, Kristina; Agerbo, Esben; Al Eissa, Mariam; Albani, Diego; Alliey-Rodriguez, Ney; Anjorin, Adebayo; Antilla, Verneri; Antoniou, Anastasia; Awasthi, Swapnil; Baek, Ji Hyun; Bækvad-Hansen, Marie; Bass, Nicholas; Bauer, Michael; Beins, Eva C; Bergen, Sarah E; Birner, Armin; Bøcker Pedersen, Carsten; Bøen, Erlend; Boks, Marco P; Bosch, Rosa; Brum, Murielle; Brumpton, Ben M; Brunkhorst-Kanaan, Nathalie; Budde, Monika; Bybjerg-Grauholm, Jonas; Byerley, William; Cairns, Murray; Casas, Miquel; Cervantes, Pablo; Clarke, Toni-Kim; Cruceanu, Cristiana; Cuellar-Barboza, Alfredo; Cunningham, Julie; Curtis, David; Czerski, Piotr M; Dale, Anders M; Dalkner, Nina; David, Friederike S; Degenhardt, Franziska; Djurovic, Srdjan; Dobbyn, Amanda L; Douzenis, Athanassios; ElvsÃ¥shagen, Torbjørn; Escott-Price, Valentina; Ferrier, I Nicol; Fiorentino, Alessia; Foroud, Tatiana M; Forty, Liz; Frank, Josef; Frei, Oleksandr; Freimer, Nelson B; Frisén, Louise; Gade, Katrin; Garnham, Julie; Gelernter, Joel; Giørtz Pedersen, Marianne; Gizer, Ian R; Gordon, Scott D; Gordon-Smith, Katherine; Greenwood, Tiffany A; Grove, Jakob; Guzman-Parra, José; Ha, Kyooseob; Haraldsson, Magnus; Hautzinger, Martin; Heilbronner, Urs; Hellgren, Dennis; Herms, Stefan; Hoffmann, Per; Holmans, Peter A; Huckins, Laura; Jamain, Stéphane; Johnson, Jessica S; Kalman, Janos L; Kamatani, Yoichiro; Kennedy, James L; Kittel-Schneider, Sarah; Knowles, James A; Kogevinas, Manolis; Koromina, Maria; Kranz, Thorsten M; Kranzler, Henry R; Kubo, Michiaki; Kupka, Ralph; Kushner, Steven A; Lavebratt, Catharina; Lawrence, Jacob; Leber, Markus; Lee, Heon-Jeong; Lee, Phil H; Levy, Shawn E; Lewis, Catrin; Liao, Calwing; Lucae, Susanne; Lundberg, Martin; MacIntyre, Donald J; Magnusson, Sigurdur H; Maier, Wolfgang; Maihofer, Adam; Malaspina, Dolores; Maratou, Eirini; Martinsson, Lina; Mattheisen, Manuel; McCarroll, Steven A; McGregor, Nathaniel W; McGuffin, Peter; McKay, James D; Medeiros, Helena; Medland, Sarah E; Millischer, Vincent; Montgomery, Grant W; Moran, Jennifer L; Morris, Derek W; Mühleisen, Thomas W; O'Brien, Niamh; O'Donovan, Claire; Olde Loohuis, Loes M; Oruc, Lilijana; Papiol, Sergi; Pardiñas, Antonio F; Perry, Amy; Pfennig, Andrea; Porichi, Evgenia; Potash, James B; Quested, Digby; Raj, Towfique; Rapaport, Mark H; DePaulo, J Raymond; Regeer, Eline J; Rice, John P; Rivas, Fabio; Rivera, Margarita; Roth, Julian; Roussos, Panos; Ruderfer, Douglas M; Sánchez-Mora, Cristina; Schulte, Eva C; Senner, Fanny; Sharp, Sally; Shilling, Paul D; Sigurdsson, Engilbert; Sirignano, Lea; Slaney, Claire; Smeland, Olav B; Smith, Daniel J; Sobell, Janet L; Søholm Hansen, Christine; Soler Artigas, Maria; Spijker, Anne T; Stein, Dan J; Strauss, John S; ÅšwiÄ…tkowska, Beata; Terao, Chikashi; Thorgeirsson, Thorgeir E; Toma, Claudio; Tooney, Paul; Tsermpini, Evangelia-Eirini; Vawter, Marquis P; Vedder, Helmut; Walters, James T R; Witt, Stephanie H; Xi, Simon; Xu, Wei; Yang, Jessica Mei Kay; Young, Allan H; Young, Hannah; Zandi, Peter P; Zhou, Hang; Zillich, Lea; Adolfsson, Rolf; Agartz, Ingrid; Alda, Martin; Alfredsson, Lars; Babadjanova, Gulja; Backlund, Lena; Baune, Bernhard T; Bellivier, Frank; Bengesser, Susanne; Berrettini, Wade H; Blackwood, Douglas H R; Boehnke, Michael; Børglum, Anders D; Breen, Gerome; Carr, Vaughan J; Catts, Stanley; Corvin, Aiden; Craddock, Nicholas; Dannlowski, Udo; Dikeos, Dimitris; Esko, Tõnu; Etain, Bruno; Ferentinos, Panagiotis; Frye, Mark; Fullerton, Janice M; Gawlik, Micha; Gershon, Elliot S; Goes, Fernando S; Green, Melissa J; Grigoroiu-Serbanescu, Maria; Hauser, Joanna; Henskens, Frans; Hillert, Jan; Hong, Kyung Sue; Hougaard, David M; Hultman, Christina M; Hveem, Kristian; Iwata, Nakao; Jablensky, Assen V; Jones, Ian; Jones, Lisa A; Kahn, René S; Kelsoe, John R; Kirov, George; Landén, Mikael; Leboyer, Marion; Lewis, Cathryn M; Li, Qingqin S; Lissowska, Jolanta; Lochner, Christine; Loughland, Carmel; Martin, Nicholas G; Mathews, Carol A; Mayoral, Fermin; McElroy, Susan L; McIntosh, Andrew M; McMahon, Francis J; Melle, Ingrid; Michie, Patricia; Milani, Lili; Mitchell, Philip B; Morken, Gunnar; Mors, Ole; Mortensen, Preben Bo; Mowry, Bryan; Müller-Myhsok, Bertram; Myers, Richard M; Neale, Benjamin M; Nievergelt, Caroline M; Nordentoft, Merete; Nöthen, Markus M; O'Donovan, Michael C; Oedegaard, Ketil J; Olsson, Tomas; Owen, Michael J; Paciga, Sara A; Pantelis, Chris; Pato, Carlos; Pato, Michele T; Patrinos, George P; Perlis, Roy H; Posthuma, Danielle; Ramos-Quiroga, Josep Antoni; Reif, Andreas; Reininghaus, Eva Z; Ribasés, Marta; Rietschel, Marcella; Ripke, Stephan; Rouleau, Guy A; Saito, Takeo; Schall, Ulrich; Schalling, Martin; Schofield, Peter R; Schulze, Thomas G; Scott, Laura J; Scott, Rodney J; Serretti, Alessandro; Shannon Weickert, Cynthia; Smoller, Jordan W; Stefansson, Hreinn; Stefansson, Kari; Stordal, Eystein; Streit, Fabian; Sullivan, Patrick F; Turecki, Gustavo; Vaaler, Arne E; Vieta, Eduard; Vincent, John B; Waldman, Irwin D; Weickert, Thomas W; Werge, Thomas; Wray, Naomi R; Zwart, John-Anker; Biernacka, Joanna M; Nurnberger, John I; Cichon, Sven; Edenberg, Howard J; Stahl, Eli A; McQuillin, Andrew; Di Florio, Arianna; Ophoff, Roel A; Andreassen, Ole A
Bipolar disorder is a heritable mental illness with complex etiology. We performed a genome-wide association study of 41,917 bipolar disorder cases and 371,549 controls of European ancestry, which identified 64 associated genomic loci. Bipolar disorder risk alleles were enriched in genes in synaptic signaling pathways and brain-expressed genes, particularly those with high specificity of expression in neurons of the prefrontal cortex and hippocampus. Significant signal enrichment was found in genes encoding targets of antipsychotics, calcium channel blockers, antiepileptics and anesthetics. Integrating expression quantitative trait locus data implicated 15 genes robustly linked to bipolar disorder via gene expression, encoding druggable targets such as HTR6, MCHR1, DCLK3 and FURIN. Analyses of bipolar disorder subtypes indicated high but imperfect genetic correlation between bipolar disorder type I and II and identified additional associated loci. Together, these results advance our understanding of the biological etiology of bipolar disorder, identify novel therapeutic leads and prioritize genes for functional follow-up studies.
PMID: 34002096
ISSN: 1546-1718
CID: 4876872

A Qualitative Examination of a School-Based Implementation of Computer-Assisted Cognitive-Behavioral Therapy for Child Anxiety

Crane, Margaret E; Phillips, Katherine E; Maxwell, Colleen A; Norris, Lesley A; Rifkin, Lara S; Blank, Jacob M; Sorid, Samantha D; Read, Kendra L; Swan, Anna J; Kendall, Philip C; Frank, Hannah E
Mental health treatment in schools has the potential to improve youth treatment access. However, school-specific barriers can make implementing evidence-based interventions difficult. Task-shifting (i.e., training lay staff to implement interventions) and computer-assisted interventions may mitigate these barriers. This paper reports on a qualitative examination of facilitators and barriers of a school-based implementation of a computer-assisted intervention for anxious youth (Camp Cope-A-Lot; CCAL). Participants (N = 45) included school staff in first through fourth grades. Providers attended a training in CCAL and received weekly, hour-long group consultation calls for three months. In the second year, the sustainability of CCAL use was assessed. Qualitative interviews were conducted after the first year (initial implementation) and second year (sustainability). Interviews were analyzed using the Consolidated Framework for Implementation Research domains to classify themes. Although participants reported that CCAL included useful skills, they expressed concerns about recommended session length (45 minutes) and frequency (weekly). Time burden of consultation calls was also a barrier. School staff facilitated implementation by enabling flexible scheduling for youth to be able to participate in the CCAL program. However, the sustainability of the program was limited due to competing school/time demands. Results suggest that even with computer assisted programs, there is a need to tailor interventions and implementation efforts to account for the time restrictions experienced by school-based service providers. Optimal fit between the intervention and specific school is important to maintain the potential benefits of computer-assisted treatments delivered by lay service providers in schools.
PMCID:8223963
PMID: 34178162
ISSN: 1866-2625
CID: 4926122

Spaced Repetition Flashcards for Teaching Medical Students Psychiatry

Sun, Michael; Tsai, Shelun; Engle, Deborah L; Holmer, Shelley
OBJECTIVE:Retrieval practice, often using electronic flashcards, is increasingly utilized among medical students for self-study. In this study, the authors evaluated usage and satisfaction with electronic flashcards based on a medical school psychiatry curriculum. METHODS:First-year medical students at one institution consented to participate and received access to a set of pre-made flashcards. Surveys were distributed that collected demographic information along with measures of prior performance, test anxiety, and prior experience with electronic flashcards. The total number of flashcard reviews and time spent on the platform for each student were collected using statistics internally generated by the platform. Each student's final exam score was also collected. RESULTS:A total of 114 of 129 first year medical students (88%) consented to participate, and 101 students were included in the final analysis. Fifty-eight (56%) were flashcard users with a median of 660 flashcards studied over 2.95 h. A total of 87% of flashcard users found the flashcards to be helpful, and 83% of flashcard users would recommend the flashcards to someone else. Flashcard usage was not associated with final exam scores. CONCLUSIONS:This novel electronic study resource was well-received by first-year medical students for psychiatric instruction in medical school, though usage was not associated with higher exam scores.
PMCID:8368120
PMID: 34457956
ISSN: 2156-8650
CID: 5241162

Predicting the individualized risk of poor adherence to ART medication among adolescents living with HIV in Uganda: the Suubi+Adherence study

Brathwaite, Rachel; Ssewamala, Fred M; Neilands, Torsten B; Okumu, Moses; Mutumba, Massy; Damulira, Christopher; Nabunya, Proscovia; Kizito, Samuel; Sensoy Bahar, Ozge; Mellins, Claude A; McKay, Mary M
INTRODUCTION/BACKGROUND:Achieving optimal adherence to antiretroviral therapy (ART) among adolescents living with HIV (ALWHIV) is challenging, especially in low-resource settings. To help accurately determine who is at risk of poor adherence, we developed and internally validated models comprising multi-level factors that can help to predict the individualized risk of poor adherence among ALWHIV in a resource-limited setting such as Uganda. METHODS:We used data from a sample of 637 ALWHIV in Uganda who participated in a longitudinal study, "Suubi+Adherence" (2012 to 2018). The model was developed using the Least Absolute Shrinkage and Selection Operator (LASSO) penalized regression to select the best subset of multi-level predictors (individual, household, community or economic-related factors) of poor adherence in one year's time using 10-fold cross-validation. Seventeen potential predictors included in the model were assessed at 36 months of follow-up, whereas adherence was assessed at 48 months of follow-up. Model performance was evaluated using discrimination and calibration measures. RESULTS:For the model predicting poor adherence, five of the 17 predictors (adherence history, adherence self-efficacy, family cohesion, child poverty and group assignment) were retained. Its ability to discriminate between individuals with and without poor adherence was acceptable; area under the curve (AUC) = 69.9; 95% CI: 62.7, 72.8. There was no evidence of possible areas of miscalibration (test statistic = 1.20; p = 0.273). The overall performance of the model was good. CONCLUSIONS:Our findings support prediction modelling as a useful tool that can be leveraged to improve outcomes across the HIV care continuum. Utilizing information from multiple sources, the risk prediction score tool applied here can be refined further with the ultimate goal of being used in a screening tool by practitioners working with ALWHIV. Specifically, the tool could help identify and provide early interventions to adolescents at the highest risk of poor adherence and/or viral non-suppression. However, further fine-tuning and external validation may be required before wide-scale implementation.
PMID: 34105865
ISSN: 1758-2652
CID: 4899912