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Artificial intelligence (AI) applications in breast imaging span a wide range of tasks including decision support, risk assessment, patient management, quality assessment, treatment response assessment and image enhancement. However, their integration into the clinical workflow has been slow due to the lack of a consensus on data quality, benchmarked robust implementation, and consensus-based guidelines to ensure standardization and generalization. Contrast-enhanced mammography (CEM) has improved sensitivity and specificity compared to current standards of breast cancer diagnostic imaging i.e., mammography (MG) and/or conventional ultrasound (US), with comparable accuracy to MRI (current diagnostic imaging benchmark), but at a much lower cost and higher throughput. This makes CEM an excellent tool for widespread breast lesion characterization for all women, including underserved and minority women. Underlining the critical need for early detection and accurate diagnosis of breast cancer, this review examines the limitations of conventional approaches and reveals how AI can help overcome them. The Methodical approaches, such as image processing, feature extraction, quantitative analysis, lesion classification, lesion segmentation, integration with clinical data, early detection, and screening support have been carefully analysed in recent studies addressing breast cancer detection and diagnosis. Recent guidelines described by Checklist for Artificial Intelligence in Medical Imaging (CLAIM) to establish a robust framework for rigorous evaluation and surveying has inspired the current review criteria.

Abstract The dry common bean is an important grain legume used for human consumption worldwide. In Eastern Africa, Burundi has a significantly high per capita consumption of the crop. There has been significant research on the underlying agronomic traits of dry biofortified common beans, such as disease resistance. However, there is limited systematic information describing the sensory properties of these bean varieties, particularly in Burundi. This study evaluated the sensory properties of eight cooked dry biofortified common bean varieties using a panel of fifty‐four (fourteen plus forty) persons for descriptive sensory evaluation and consumer acceptability tests. Kinure, a traditional non‐biofortified common bean variety, was the control. Based on differences in the attributes of the bean varieties, two‐dimensional principal component analysis (PCA) explained 58.94% of the variation. The attributes of astringency, consistency, color, juiciness, beany aroma, stickiness, and bean size contributed mostly to the differentiation of the bean varieties. A 95% PCA prediction ellipse displayed stronger congruity in the descriptive attributes of NUV130, NUV91, RWV1129, RWV1272, and RWR2245. In contrast, a deviation in the descriptive attributes of MAC44, MAC70, and RWR2154 was discerned. Regarding consumer acceptability tests, the varieties RWR2245 and MAC44 garnered significantly higher (p

Background: In the setting of widespread COVID-19 vaccination and booster administration, there is an increased incidence of axillary lymphadenopathy identified during breast imaging.Purpose: To investigate how breast imaging radiologists manage unilateral axillary lymphadenopathy (UAL) after a recent ipsilateral COVID-19 vaccination.Methods: A 26-question survey was distributed to 12 California breast imaging facilities in June 2022. Results: There were 10 responses to the survey (83% response rate). All respondents considered recent ipsilateral COVID-19 vaccination relevant to the interpretation of UAL. Seven respondents (70%) also  considered non-COVID-19 vaccinations relevant. All respondents documented recent COVID-19 vaccinations, but 4 (40%) had no information for other vaccines. Eight respondents (80%) delayed screening after COVID-19 vaccination during initial vaccination efforts, and 3 (30%) still required or suggested delaying screening at the time of the survey. Breast Imaging Reporting and Data System (BI-RADS) categorization for UAL with no abnormal findings in the ipsilateral breast varied by facility and modality. BI-RADS categorization for UAL previously assigned to BI-RADS 0 or associated with suspicious ipsilateral breast findings varied, but practices tended to demonstrate a high level of suspicion unless the UAL showed improvement on follow-up imaging. For unchanged UAL on initial follow-up, 7 (70%) assign BI-RADS 3, and 3 (30%) assign BI-RADS 4.Conclusion: Despite available guidelines, there was no consensus approach to managing UAL after vaccination among academic and community-based breast imaging radiologists in California. Management was more uniform for a subset of patients perceived to be at higher risk for lymph node metastases, with most or all respondents recommending biopsy when there was  a suspicious finding in the ipsilateral breast, concurrent ipsilateral breast cancer, or concurrent malignant tumors not in the breast known to metastasize to the axilla.

Social media may promote health and social connectedness, but its misuse and frequency of use may pose risks. Social media use during adolescence requires parental monitoring and mediation to mitigate potentially harmful effects such as depression, anxiety, and risk-taking behaviors. While parents and health care professionals convey concern surrounding exposure to inappropriate content, prolonged screen time, and cyberbullying, appropriate social media monitoring remains challenging. The purpose of this study was to explore parental monitoring and mediation of social media use in adolescents. Online recruitment yielded a nationwide sample (n = 836) of parents of adolescents. The results of the online survey indicated that parents are concerned about adolescent social media use and endorse positive attitudes toward monitoring. Yet parents perceived little control over monitoring. Findings from this study support the school nurse in promoting healthy social media use, media literacy among parents and adolescents, and the use of screening tools.

There is minimal research which makes the connection between mobile technology and improved student achievement. This study addressed the gap in the literature and considered the dynamic and fluid engagement mobile technology brings to the teaching and learning environment to improve student essay scores in the composition classroom. Freshman composition essay scores were collected over the course of five semesters: two semesters where the instructor did not teach with mobile application technology, and three semesters after adoption of mobile technology. There was a statistically significant difference in mean writing project scores, with the mobile technology curriculum producing higher mean scores for all three writing projects. The purpose of this study was to expand current research to consider the effects of student achievement when using mobile application technology, and to inform current pedagogical practices across all disciplines.

Objectives: Observational studies suggest emotion regulation (ER) as a potential treatment target for problematic college drinking. The primary aim of this laboratory study was to determine whether trait ER strategies would moderate the impact of negative affect induction on alcohol craving in college drinkers. Methods: Participants were randomly assigned to a neutral (n = 74) or a negative affect induction (n = 76) and reported their craving after the affect inductions. Results: Greater use of drinking to cope and less use of cognitive reappraisal predicted greater alcohol craving after the negative affect induction, but not after the neutral condition. In contrast, emotion suppression did not predict alcohol craving in either condition. Conclusion: Our results highlight the role of ER tendencies--particularly the benefits of cognitive reappraisal--on alcohol craving when experiencing emotional distress. Therefore, ER strategies may be an important target for college drinkers to prevent and reduce problematic drinking.

ABSTRACTGonorrhea, caused by the bacterium Neisseria gonorrhoeae (Gc), is characterized by neutrophilic influx to infection sites. Gc has developed mechanisms to resist killing by neutrophils that include modifications to its surface lipooligosaccharide (LOS). One such LOS modification is sialylation: Gc sialylates its terminal LOS sugars with cytidine-5′-monophosphate-N-acetylneuraminic acid, which is scavenged from the host using LOS sialyltransferase (Lst) since Gc cannot make its sialic acid. Sialylation enables sensitive strains of Gc to resist complement-mediated killing in a serum-dependent manner. However, little is known about the contribution of sialylation to complement-independent, direct Gc-neutrophil interactions. In the absence of complement, we found sialylated Gc expressing opacity-associated (Opa) proteins decreased the oxidative burst and granule exocytosis from primary human neutrophils. In addition, sialylated Opa+ Gc survived better than vehicle treated or Δlst Gc when challenged with neutrophils. However, Gc sialylation did not significantly affect Opa-dependent association with or internalization of Gc by neutrophils. Previous studies have implicated sialic acid-binding immunoglobulin-type lectins (Siglecs) in modulating neutrophil interactions with sialylated Gc. Blocking neutrophil Siglecs with antibodies that bind to their extracellular domains eliminated the ability of sialylated Opa+ Gc to suppress the oxidative burst and resist neutrophil killing. These findings highlight a new role for sialylation in Gc evasion of human innate immunity, with implications for the development of vaccines and therapeutics for gonorrhea.IMPORTANCENeisseria gonorrhoeae, the bacterium that causes gonorrhea, is an urgent global health concern due to increasing infection rates, widespread antibiotic resistance, and its ability to thwart protective immune responses. The mechanisms by which Gc subverts protective immune responses remain poorly characterized. One way N. gonorrhoeae evades human immunity is by adding sialic acid that is scavenged from the host onto its lipooligosaccharide, using the sialyltransferase Lst. Here, we found that sialylation enhances N. gonorrhoeae survival from neutrophil assault and inhibits neutrophil activation, independently of the complement system. Our results implicate bacterial binding of sialic acid-binding lectins (Siglecs) on the neutrophil surface, which dampens neutrophil antimicrobial responses. This work identifies a new role for sialylation in protecting N. gonorrhoeae from cellular innate immunity, which can be targeted to enhance the human immune response in gonorrhea.

Artificial intelligence (AI) applications in breast imaging span a wide range of tasks including decision support, risk assessment, patient management, quality assessment, treatment response assessment and image enhancement. However, their integration into the clinical workflow has been slow due to the lack of a consensus on data quality, benchmarked robust implementation, and consensus-based guidelines to ensure standardization and generalization. Contrast-enhanced mammography (CEM) has improved sensitivity and specificity compared to current standards of breast cancer diagnostic imaging i.e., mammography (MG) and/or conventional ultrasound (US), with comparable accuracy to MRI (current diagnostic imaging benchmark), but at a much lower cost and higher throughput. This makes CEM an excellent tool for widespread breast lesion characterization for all women, including underserved and minority women. Underlining the critical need for early detection and accurate diagnosis of breast cancer, this review examines the limitations of conventional approaches and reveals how AI can help overcome them. The Methodical approaches, such as image processing, feature extraction, quantitative analysis, lesion classification, lesion segmentation, integration with clinical data, early detection, and screening support have been carefully analysed in recent studies addressing breast cancer detection and diagnosis. Recent guidelines described by Checklist for Artificial Intelligence in Medical Imaging (CLAIM) to establish a robust framework for rigorous evaluation and surveying has inspired the current review criteria.

BackgroundWe conducted a 2-part study to evaluate the incorporation of veliparib, a PARP inhibitor, into chemoradiotherapy (CRT) for stage III non-small-cell lung cancer.Patients and methodsIn the phase I part, patients were treated successively at 3 dose levels of veliparib (40, 80, and 120 mg) twice daily during CRT. In the phase II part, patients were randomized to receive veliparib or placebo during thoracic radiotherapy with concurrent weekly carboplatin and paclitaxel, followed by 2 cycles of consolidation carboplatin and paclitaxel with veliparib or placebo. The study was prematurely discontinued owing to the emergence of adjuvant immunotherapy as standard of care.ResultsOf 21 patients enrolled in phase I, 2 patients developed dose-limiting toxicities (DLTs): 1 grade 3 esophagitis with dysphagia (at 40 mg) and 1 grade 3 esophagitis with dehydration (at 80 mg). No DLTs were seen at veliparib dose of 120 mg twice daily, which was selected for the phase II part that enrolled 31 eligible patients. Progression-free survival (PFS) was not different between the 2 arms (P = .20). For the veliparib and placebo arms, response rates were 56% and 69%, PFS at 1 year 47% and 46%, and overall survival at 1 year 89% and 54%, respectively.ConclusionVeliparib with CRT was feasible and well tolerated. Efficacy could not accurately be determined because of early study closure. Nonetheless, there is enthusiasm for the evaluation of PARP inhibitors in lung cancer as predictive biomarkers are being developed and combinations with immunotherapy are attractive.

IntroductionLung-MAP S1400K was designed to evaluate the response to telisotuzumab vedotin, an antibody-drug conjugate targeting c-MET, in patients with c-MET-positive squamous cell carcinoma (SCC).Patients and methodsPatients with previously treated SCC with c-MET-positive tumors (H score ≥ 150, Ventana SP44 assay) were enrolled into 2 cohorts: Cohort 1 (immune checkpoint inhibitor-naive) and Cohort 2 (immune checkpoint inhibitor refractory). Telisotuzumab vedotin 2.7 mg/kg was administered intravenously every 3 weeks until disease progression or unacceptable toxicity. Response assessments were performed every 6 weeks. The primary endpoint was response by Response Evaluation Criteria in Solid Tumors (RECIST) v1.1. Secondary endpoints included progression-free survival, overall survival, response within cohort, duration of response, and toxicities. Interim analysis was planned after 20 evaluable patients, with ≥ 3 responses needed to continue enrollment.ResultsForty-nine patients (14% of screened patients) were assigned to S1400K, 28 patients enrolled (15 in Cohort 1 and 13 in Cohort 2), and 23 were eligible. S1400K closed on December 21, 2018 owing to lack of efficacy. Two responses (response rate of 9%; 95% confidence interval, 0%-20%) were reported in cohort 1 (1 complete and 1 unconfirmed partial response), whereas 10 patients had stable disease, with a disease control rate of 52%. The median overall and progression-free survival was 5.6 and 2.4 months, respectively. There were 3 grade 5 events (2 pneumonitis, in Cohort 2, and 1 bronchopulmonary hemorrhage, in Cohort 1).ConclusionTelisotuzumab vedotin failed to meet the pre-specified response needed to justify continuing enrollment to S1400K. Pneumonitis was an unanticipated toxicity observed in patients with SCC.

PurposeThe irreversible ErbB family tyrosine kinase inhibitor (TKI) afatinib plus the EGFR monoclonal antibody cetuximab was previously shown to overcome resistance to EGFR TKIs. We studied whether the combination of afatinib plus cetuximab compared with afatinib alone would improve progression-free survival (PFS) in patients with treatment-naive EGFR-mutant non-small-cell lung cancer (NSCLC) by preventing or delaying resistance.MethodsPatients with EGFR-mutant NSCLC without prior treatment of advanced disease were enrolled in this phase II, multicenter trial and randomly assigned to receive afatinib 40 mg orally daily plus cetuximab 500 mg/m2 intravenously every 2 weeks or afatinib alone. The primary end point was PFS.ResultsBetween March 25, 2015 and April 23, 2018, 174 patients were randomly assigned, and 168 (83 on afatinib + cetuximab and 85 on afatinib) were eligible. There was no improvement in PFS in patients receiving afatinib plus cetuximab compared with afatinib alone (hazard ratio [HR], 1.01; 95% CI, 0.72 to 1.43; P = .94; median, 11.9 months v 13.4 months). Similarly, there was no difference in response rate (67% v 74%; P = .38) or overall survival (HR, 0.82; 95% CI, 0.50 to 1.36; P = .44). Toxicity was greater with the combination: grade ≥ 3 adverse events related to treatment occurred in 72% of patients receiving afatinib plus cetuximab compared with 40% of those receiving afatinib alone, most commonly rash and diarrhea. Dose reductions were more common in patients receiving the combination, and 30% of patients in this arm discontinued cetuximab due to toxicity. At interim analysis, there was insufficient evidence to support continued accrual, and the trial was closed.ConclusionsThe addition of cetuximab to afatinib did not improve outcomes in previously untreated EGFR-mutant NSCLC, despite recognized activity in the acquired resistance setting.

This paper explores the idea that a competitive seed system may systematically underserve farmers in small, agro-ecological niches, leaving potential yield gains on the table and farmers in these areas less productive and poorer than they need be. We develop a simple theoretical model that illustrates how a confluence of demand and supply factors can result in such an underserviced equilibrium. To study the empirical veracity of this model, we study the disruption of the maize seed market in Western Kenya that took place when a combination of public sector foundation breeding and social impact investment capital allowed a local seed company to expand and target a niche agro-ecological zone with adaptively-bred maize varieties. A three-year randomized controlled trial reveals that the impacts of these seed varieties on farmer yields and revenues in the niche market were substantial, both for better-resourced farmers (who used nonadapted hybrids and fertilizer prior to the intervention) as well less well-resourced farmers (who did not). Taken together, this theoretical and empirical evidence suggests news ways for thinking about seeds systems in areas typified by the high levels of agro-ecological heterogeneity found in important parts of sub-Saharan Africa.

During meiosis, crossover recombination connects homologous chromosomes to direct their accurate segregation1. Defective crossing over causes infertility, miscarriage and congenital disease. Each pair of chromosomes attains at least one crossover via the formation and biased resolution of recombination intermediates known as double Holliday junctions2,3. A central principle of crossover resolution is that the two Holliday junctions are resolved in opposite planes by targeting nuclease incisions to specific DNA strands4. The endonuclease activity of the MutLγ complex has been implicated in the resolution of crossovers5-10, but the mechanisms that activate and direct strand-specific cleavage remain unknown. Here we show that the sliding clamp PCNA is important for crossover-biased resolution. In vitro assays with human enzymes show that PCNA and its loader RFC are sufficient to activate the MutLγ endonuclease. MutLγ is further stimulated by a co-dependent activity of the pro-crossover factors EXO1 and MutSγ, the latter of which binds Holliday junctions11. MutLγ also binds various branched DNAs, including Holliday junctions, but does not show canonical resolvase activity, implying that the endonuclease incises adjacent to junction branch points to achieve resolution. In vivo, RFC facilitates MutLγ-dependent crossing over in budding yeast. Furthermore, PCNA localizes to prospective crossover sites along synapsed chromosomes. These data highlight similarities between crossover resolution and the initiation steps of DNA mismatch repair12,13 and evoke a novel model for crossover-specific resolution of double Holliday junctions during meiosis.

BackgroundS1400B is a biomarker-driven Lung-MAP substudy evaluating the phosphatidylinositol 3-kinase (PI3K) inhibitor taselisib (GDC-0032) in patients with PI3K pathway-activated squamous NSCLC (sqNSCLC).MethodsEligible patients had tumoral phosphatidylinositol-4,5-biphosphate 3 kinase catalytic subunit alpha (PIK3CA) alterations by next-generation sequencing and disease progression after at least one line of platinum-based therapy. Patients received 4-mg taselisib orally daily. The primary analysis population (PAP) was a subset of patients having substitution mutations believed to be associated with clinical benefit of PI3K inhibitors. Primary endpoint was response by Response Evaluation Criteria in Solid Tumors version 1.1; secondary endpoints included progression-free survival, overall survival and duration of response.ResultsTwenty-six patients treated with taselisib comprised the full evaluable population (FEP); 21 patients comprised the PAP. Median age for patients in the FEP was 68 years (range: 53-83 years), 19 were male (73%). The study was closed for futility at interim analysis with one responder in the PAP (5% response rate, 95% confidence interval [CI]: 0%-24%). Two possibly treatment-related deaths (one respiratory failure, one cardiac arrest) were observed; one patient had grades 4 and 11 had grade 3 adverse events. Median progression-free survival and overall survival in the PAP group were 2.9 months (95% CI: 1.8-4.0 mo) and 5.9 months (95% CI: 4.2-7.8 mo), respectively. These numbers were nearly the same in the FEP.ConclusionsStudy S1400B evaluating taselisib in PIK3CA-altered sqNSCLC failed to meet its primary endpoint and was closed after an interim futility analysis. The trial is unique in cataloguing the diversity of PIK3CA mutations in sqNSCLC.

BackgroundS1400D is a biomarker-driven therapeutic substudy of Lung-MAP evaluating the fibroblast growth factor (FGF) receptor (FGFR) inhibitor AZD4547 in patients with FGF pathway-activated squamous cell. This is the first phase II trial to evaluate AZD4547 as a targeted approach in patients with previously treated FGFR-altered squamous cell NSCLC and is the first demonstration of successful implementation and conduct of a national umbrella protocol in this disease setting.MethodsEligible patients had tumoral FGFR alteration or mutation and had progressive disease after at least one line of platinum-based systemic therapy. Patients received AZD4547 80 mg twice daily orally. Primary endpoint was response by Response Evaluation Criteria in Solid Tumors version 1.1; secondary endpoints included progression-free survival, overall survival, and duration of response (DoR).ResultsNinety-two patients were assigned to S1400D, 43 were enrolled, and 27 AZD4547-treated patients were evaluable. Evaluable patients were predominantly white (n = 24, 89%), median age 66 years (range, 49-88 years old), and female (n = 7, 26%). FGFR alterations included FGFR1 amplification (n = 23; 85%), FGFR3 amplification (n = 2; 7%), FGFR3 S249C (n = 2; 7%), and FGFR3 fusion (n = 1; 4%). Treatment with ADZ4547 was well tolerated; grade 3 adverse events occurred in six patients, and one patient had grade 4 sepsis. Of 27 response-evaluable patients, 1 patient with FGFR3 S249C had unconfirmed partial response with a DoR of 1.5 months and 1 patient with FGFR1 amplification had a confirmed partial response with a DoR of 2.9 months (7%, 95% confidence interval [CI]: 0%-17%). Median progression-free survival and overall survival for the AZD4547-treated cohort were 2.7 months (95% CI: 1.4- 4.5 months) and 7.5 months (95% CI: 3.7-9.3 months).ConclusionsAZD4547 had an acceptable safety profile but minimal activity in this predominantly FGFR1/FGFR3-amplified cohort. Evaluation of other targeted agents in Lung-MAP is ongoing.

PurposeAntiangiogenic agents combined with chemotherapy have efficacy in the treatment of unresectable malignant pleural mesothelioma (MPM). Cediranib (AstraZeneca, Cheshire, United Kingdom), a vascular endothelial growth factor receptor and platelet-derived growth factor receptor inhibitor, demonstrated therapeutic potential in a prior phase I trial. We evaluated a phase II trial for efficacy.Patients and methodsSWOG S0905 (ClinicalTrials.gov identifier: NCT01064648) randomly assigned cediranib or placebo with platinum-pemetrexed for six cycles followed by maintenance cediranib or placebo in unresectable chemotherapy-naïve patients with MPM of any histologic subtype. Primary end point was Response Evaluation Criteria in Solid Tumors (RECIST) version 1.1 progression-free survival (PFS). Secondary end points included overall survival, PFS by modified RECIST v1.1, response (modified RECIST and RECIST v1.1), disease control, and safety/toxicity. The trial was designed to detect a difference in RECIST v1.1 PFS at the one-sided 0.1 level using a stratified log-rank test.ResultsNinety-two eligible patients were enrolled (75% epithelioid and 25% biphasic or sarcomatoid). The cediranib arm had more grade 3 and 4 diarrhea, dehydration, hypertension, and weight loss. Cediranib improved PFS by RECIST v1.1 (hazard ratio, 0.71; 80% CI, 0.54 to 0.95; P = .062; 7.2 months v 5.6 months) and increased modified RECIST v1.1 response (50% v 20%; P = .006). By modified RECIST v1.1, cediranib numerically increased PFS (hazard ratio, 0.77; 80% CI, 0.59 to 1.02; P = .12; median, 6.9 months v 5.6 months). No significant difference in overall survival was observed.ConclusionThe addition of cediranib to platinum-pemetrexed improved PFS by RECIST v1.1 and response rate by modified RECIST in patients with unresectable MPM. Whereas adding antiangiogenics to chemotherapy has been a successful strategy for some patients, the cediranib toxicity profile and small incremental survival benefit precludes additional development in MPM.

ObjectiveLung-MAP (SWOG S1400) is a master platform trial assessing targeted therapies in squamous NSCLC. The objective of study C (S1400C) was to evaluate the response rate to palbociclib, a cyclin-dependent kinase 4 and cyclin-dependent kinase 6 inhibitor, in patients with cell cycle gene abnormalities.MethodsPatients with squamous NSCLC, a performance status of 0 to 2, and normal organ function who had progressed after at least one prior platinum-based chemotherapy with cyclin-dependent kinase 4 gene (CDK4) or cyclin D1 gene (CCND1), cyclin D2 gene (CCND2), or cyclin D3 gene (CCND3) amplifications on tumor specimens were eligible. The study was originally designed as a phase II/III trial comparing palbociclib with docetaxel, but it was modified to a single-arm phase II trial with the primary end point of response when immunotherapy was approved. If two or fewer responses were seen in the first 20 patients, then the study would cease enrollment.ResultsA total of 88 patients (9% of patients screened) were assigned to S1400C, and 53 patients enrolled (including 17 to receive docetaxel). One patient who had been registered to receive docetaxel was re-registered to receive palbociclib after progression while taking docetaxel. The frequencies of cell cycle gene alterations in the eligible patients taking palbociclib (n = 32) were as follows: CCND1, 81% (n = 26); CCND2, 9% (n = 3); CCND3, 6% (n = 2); and CDK4, 3% (n = 1). In all, 32 eligible patients received palbociclib. There were two partial responses (response rate 6% [95% confidence interval (CI): 0%-15%]), both with CCND1 amplification. Twelve patients had stable disease (38% [95% CI: 21%-54%]). The median progression-free survival was 1.7 months (95% CI: 1.6-2.9 months) and the median overall survival was 7.1 months (95% CI: 4.2-12.5).ConclusionPalbociclib as monotherapy failed to demonstrate the prespecified criteria for advancement to phase III testing.

Introduction Individuals with mental disorders are more susceptible to initiating and sustaining tobacco use; unfortunately, most do not get support to quit. Group behavioral counselling, an effective low-cost strategy for cessation has been shown to be effective, yet has not been studied among this population in Kenya. Methods Mentally ill tobacco users at Mathari Referral and Teaching Hospital’s Clinic for Substance Abuse Treatment in Nairobi, were recruited from September 2017 to March 2019. Participants were allocated into intervention and control groups (1:1). Intervention group participants met in groups of 10 over a 24-week period to participate in group behavioral counselling sessions using a structured curriculum to promote cessation. Control group participants received usual care. The primary outcome was tobacco cessation at 24 weeks measured through salivary cotinine strips. Secondary outcomes included self-reported number of cigarettes/sticks used daily and health-related quality of life (HRQOL), using the WHOQOL Brief Questionnaire at 24 weeks. Between-group event rates were compared using Cox proportional hazards models, while differences in HRQOL scores were analyzed using paired t-tests. Results Participants’ mean age was 35 (SD=9) years, 87% were male, and 42% had completed secondary education. Over half (65%) had substance use disorders (diagnosed) and 15% had major depressive disorders. Most participants (94%) used cigarettes at baseline and participants smoked for a mean of 13 (SD=11) years with an average of 14 (SD=7) sticks daily. Intervention group participants reported a higher cessation rate (15.2% vs 0%, p=0.02 at week 12, and 9.1% vs 0%, p=0.10 at week 24), with a lower number of sticks smoked (97% vs 58.6%, p