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Articles 2761 - 2790 of 5219

Full-Text Articles in Medicine and Health Sciences

Effect Of Medicaid Expansion On Cancer Treatment And Survival Among Medicaid Beneficiaries And The Uninsured, Kristin M Primm, Hui Zhao, Naomi N Adjei, Charlotte C Sun, Alen Haas, Larissa A Meyer, Shine Chang Jul 2024

Effect Of Medicaid Expansion On Cancer Treatment And Survival Among Medicaid Beneficiaries And The Uninsured, Kristin M Primm, Hui Zhao, Naomi N Adjei, Charlotte C Sun, Alen Haas, Larissa A Meyer, Shine Chang

Faculty, Staff and Student Publications

BACKGROUND: The Affordable Care Act expanded Medicaid coverage for people with low income in the United States. Expanded insurance coverage could promote more timely access to cancer treatment, which could improve overall survival (OS), yet the long-term effects of Medicaid expansion (ME) remain unknown. We evaluated whether ME was associated with improved timely treatment initiation (TTI) and 3-year OS among patients with breast, cervical, colon, and lung cancers who were affected by the policy.

METHODS: Medicaid-insured or uninsured patients aged 40-64 with stage I-III breast, cervical, colon, or non-small cell lung cancer within the National Cancer Database (NCDB). A difference-in-differences …


Machine Learning Identifies Prognostic Subtypes Of The Tumor Microenvironment Of Nsclc, Duo Yu, Michael J Kane, Eugene J Koay, Ignacio I Wistuba, Brian P Hobbs Jul 2024

Machine Learning Identifies Prognostic Subtypes Of The Tumor Microenvironment Of Nsclc, Duo Yu, Michael J Kane, Eugene J Koay, Ignacio I Wistuba, Brian P Hobbs

Faculty, Staff and Student Publications

The tumor microenvironment (TME) plays a fundamental role in tumorigenesis, tumor progression, and anti-cancer immunity potential of emerging cancer therapeutics. Understanding inter-patient TME heterogeneity, however, remains a challenge to efficient drug development. This article applies recent advances in machine learning (ML) for survival analysis to a retrospective study of NSCLC patients who received definitive surgical resection and immune pathology following surgery. ML methods are compared for their effectiveness in identifying prognostic subtypes. Six survival models, including Cox regression and five survival machine learning methods, were calibrated and applied to predict survival for NSCLC patients based on PD-L1 expression, CD3 expression, …


Mutation Order In Acute Myeloid Leukemia Identifies Uncommon Patterns Of Evolution And Illuminates Phenotypic Heterogeneity, Matthew Schwede, Katharina Jahn, Jack Kuipers, Linde A Miles, Robert L Bowman, Troy Robinson, Ken Furudate, Hidetaka Uryu, Tomoyuki Tanaka, Yuya Sasaki, Asiri Ediriwickrema, Brooks Benard, Andrew J Gentles, Ross Levine, Niko Beerenwinkel, Koichi Takahashi, Ravindra Majeti Jul 2024

Mutation Order In Acute Myeloid Leukemia Identifies Uncommon Patterns Of Evolution And Illuminates Phenotypic Heterogeneity, Matthew Schwede, Katharina Jahn, Jack Kuipers, Linde A Miles, Robert L Bowman, Troy Robinson, Ken Furudate, Hidetaka Uryu, Tomoyuki Tanaka, Yuya Sasaki, Asiri Ediriwickrema, Brooks Benard, Andrew J Gentles, Ross Levine, Niko Beerenwinkel, Koichi Takahashi, Ravindra Majeti

Faculty, Staff and Student Publications

Acute myeloid leukemia (AML) has a poor prognosis and a heterogeneous mutation landscape. Although common mutations are well-studied, little research has characterized how the sequence of mutations relates to clinical features. Using published, single-cell DNA sequencing data from three institutions, we compared clonal evolution patterns in AML to patient characteristics, disease phenotype, and outcomes. Mutation trees, which represent the order of select mutations, were created for 207 patients from targeted panel sequencing data using 1 639 162 cells, 823 mutations, and 275 samples. In 224 distinct orderings of mutated genes, mutations related to DNA methylation typically preceded those related to …


Wide-Field Optical Coherence Tomography Imaging Improves Rate Of Change Detection In Progressing Glaucomatous Eyes Compared With Standard-Field Imaging, Christopher Bowd, Akram Belghith, Jasmin Rezapour, Jost B. Jonas, Leslie Hyman, Robert N. Weinreb, Linda M. Zangwill Jul 2024

Wide-Field Optical Coherence Tomography Imaging Improves Rate Of Change Detection In Progressing Glaucomatous Eyes Compared With Standard-Field Imaging, Christopher Bowd, Akram Belghith, Jasmin Rezapour, Jost B. Jonas, Leslie Hyman, Robert N. Weinreb, Linda M. Zangwill

Wills Eye Hospital Papers

PURPOSE: To compare rates of retinal nerve fiber layer change over time in healthy, eyes with nonprogressing glaucoma and eyes with progressing glaucoma using single wide-field (SWF) and optic nerve head (ONH) cube scan optical coherence tomography (OCT) images.

METHODS: Forty-five eyes of 25 healthy individuals and 263 eyes of 161 glaucoma patients from the Diagnostic Innovations in Glaucoma Study were included. All eyes underwent 24-2 visual field testing and OCT (Spectralis SD-OCT) ONH and macular imaging. SWF images (up to 43° × 28°) were created by stitching together ONH cube scans centered on the optic disc and macular cube …


Association Of Candidate Single-Nucleotide Polymorphism Genotypes With Plasma And Skin Carotenoid Concentrations In Adults Provided A Lycopene-Rich Juice, Anna C Norman, Daniel G Palmer, Nancy E Moran, James N Roemmich, Shanon L Casperson Jul 2024

Association Of Candidate Single-Nucleotide Polymorphism Genotypes With Plasma And Skin Carotenoid Concentrations In Adults Provided A Lycopene-Rich Juice, Anna C Norman, Daniel G Palmer, Nancy E Moran, James N Roemmich, Shanon L Casperson

Children’s Nutrition Research Center Staff Publications

Background: Carotenoids are fat-soluble phytochemicals with biological roles, including ultraviolet protective functions in skin. Spectroscopic skin carotenoid measurements can also serve as a noninvasive biomarker for carotenoid consumption. Single-nucleotide polymorphisms (SNPs) in metabolic genes are associated with human plasma carotenoid concentrations; however, their relationships with skin carotenoid concentrations are unknown.

Objectives: The objective of this study was to determine the relationship between 13 candidate SNPs with skin and plasma carotenoid concentrations before and after a carotenoid-rich tomato juice intervention.

Methods: In this randomized, controlled trial, participants (n = 80) were provided with lycopene-rich vegetable juice providing low (13.1 mg), medium …


Provider Experiences With Daily Use Of Elastomeric Half-Mask Respirators In Health Care, Morgan Lane, Lisa Pompeii, Janelle Rios, Elisa Benavides, Marie Kasbaum, Scott Patlovich, Luis Ostrosky-Zeichner, Adam Hornbeck, Caitlin Mcclain, Rohan Fernando, Margaret Sietsema, Colleen Kraft Jul 2024

Provider Experiences With Daily Use Of Elastomeric Half-Mask Respirators In Health Care, Morgan Lane, Lisa Pompeii, Janelle Rios, Elisa Benavides, Marie Kasbaum, Scott Patlovich, Luis Ostrosky-Zeichner, Adam Hornbeck, Caitlin Mcclain, Rohan Fernando, Margaret Sietsema, Colleen Kraft

Faculty, Staff and Student Publications

Background: During public health emergencies, demand for N95 filtering facepiece respirators (N95 FFRs) can outpace supply. Elastomeric half-mask respirators (EHMRs) are a potential alternative that are reusable and provide the same or higher levels of protection. This study sought to examine the practical aspects of EHMR use among health care personnel (HCP).

Methods: Between September and December 2021, 183 HCPs at 2 tertiary referral centers participated in this 3-month EHMR deployment, wearing the EHMR whenever respiratory protection was required according to hospital protocols (ie, when an N95 FFR would typically be worn) and responding to surveys about their experience.

Results: …


Health Care Workers’ Comfort Ratings For Elastomeric Half-Mask Respirators Versus N95® Filtering Facepiece Respirators During The Covid-19 Pandemic, Lisa Pompeii, Janelle Rios, Colleen S Kraft, Marie Kasbaum, Elisa Benavides, Scott J Patlovich, Luis Ostrosky-Zeichner, Adam Hornbeck, Caitlin Mcclain, Rohan D Fernando, Margaret Sietsema, Morgan Lane Jul 2024

Health Care Workers’ Comfort Ratings For Elastomeric Half-Mask Respirators Versus N95® Filtering Facepiece Respirators During The Covid-19 Pandemic, Lisa Pompeii, Janelle Rios, Colleen S Kraft, Marie Kasbaum, Elisa Benavides, Scott J Patlovich, Luis Ostrosky-Zeichner, Adam Hornbeck, Caitlin Mcclain, Rohan D Fernando, Margaret Sietsema, Morgan Lane

Faculty, Staff and Student Publications

BACKGROUND: Reusable elastomeric half-mask respirators (EHMR) are an alternative to address shortages of disposable respirators. While respirator discomfort has been noted as a barrier to adherence to wearing an N95 filtering facepiece respirator (FFR) among health care personnel (HCP), few have examined EHMR comfort while providing patient care, which was the purpose of this study.

METHOD: Among a cohort of 183 HCP, we prospectively examined how HCP rated EHMR tolerability using the Respirator Comfort, Wearing Experience, and Function Instrument (R-COMFI) questionnaire at Study Week 2 and Week 10. At the completion of the study (Week-12), HCP compared EHMR comfort with …


High Throughput Plasma Proteomics And Risk Of Heart Failure And Frailty In Late Life, Diego Ramonfaur, Leo F Buckley, Victoria Arthur, Yimin Yang, Brian L Claggett, Chiadi E Ndumele, Keenan A Walker, Thomas Austin, Michelle C Odden, James S Floyd, Sandra Sanders-Van Wijk, Joyce Njoroge, Jorge R Kizer, Dalane Kitzman, Suma H Konety, Jennifer Schrack, Fangyu Liu, B Gwen Windham, Priya Palta, Josef Coresh, Bing Yu, Amil M Shah Jul 2024

High Throughput Plasma Proteomics And Risk Of Heart Failure And Frailty In Late Life, Diego Ramonfaur, Leo F Buckley, Victoria Arthur, Yimin Yang, Brian L Claggett, Chiadi E Ndumele, Keenan A Walker, Thomas Austin, Michelle C Odden, James S Floyd, Sandra Sanders-Van Wijk, Joyce Njoroge, Jorge R Kizer, Dalane Kitzman, Suma H Konety, Jennifer Schrack, Fangyu Liu, B Gwen Windham, Priya Palta, Josef Coresh, Bing Yu, Amil M Shah

Faculty, Staff and Student Publications

Importance: Heart failure (HF) and frailty frequently coexist and may share a common pathobiology, although the underlying mechanisms remain unclear. Understanding these mechanisms may provide guidance for preventing and treating both conditions.

Objective: To identify shared pathways between incident HF and frailty in late life using large-scale proteomics.

Design, setting, and participants: In this cohort study, 4877 aptamers (Somascan v4) were measured among participants in the community-based longitudinal Atherosclerosis Risk In Communities (ARIC) cohort study at visit 3 (V3; 1993-1995; n = 10 638) and at visit 5 (V5; 2011-2013; n = 3908). Analyses were externally replicated among 3189 participants …


Genetic Correlations Between Liver Fat Content, Metabolic Health, And Adiposity Distribution In The Fels Longitudinal Study, Ariana L Garza, Miryoung Lee, John Blangero, Cici X Bauer, Stefan A Czerwinski, Audrey C Choh Jul 2024

Genetic Correlations Between Liver Fat Content, Metabolic Health, And Adiposity Distribution In The Fels Longitudinal Study, Ariana L Garza, Miryoung Lee, John Blangero, Cici X Bauer, Stefan A Czerwinski, Audrey C Choh

Faculty, Staff and Student Publications

Background and aims: Hepatic steatosis is known to be heritable, but its genetic basis is mostly uncharacterized. Steatosis is associated with metabolic and adiposity features; recent studies hypothesize that shared genetic effects between these traits could account for some of the unexplained heritability. This study aimed to quantify these genetic associations in a family-based sample of non-Hispanic white adults.

Methods and results: 704 participants (18-95 years, 55.8% female) from the Fels Longitudinal Study with an MRI assessment of liver fat were included. Quantitative genetic analyses estimated the age- and sex-adjusted heritability of individual traits and the genetic correlations within trait …


Association Between Participation And Satisfaction With Life Over Time In Older Adults With Traumatic Brain Injury: A Tbi Model Systems Study, Zinat Taiwo, Angelle M Sander, Shannon B Juengst, Xiangyi Liu, Luis Leon Novelo, Flora M Hammond, Therese M O'Neil-Pirozzi, Paul B Perrin, Nicholas Gut Jul 2024

Association Between Participation And Satisfaction With Life Over Time In Older Adults With Traumatic Brain Injury: A Tbi Model Systems Study, Zinat Taiwo, Angelle M Sander, Shannon B Juengst, Xiangyi Liu, Luis Leon Novelo, Flora M Hammond, Therese M O'Neil-Pirozzi, Paul B Perrin, Nicholas Gut

Faculty, Staff and Student Publications

Objective: To examine the association between participation and satisfaction with life at 1, 2, 5, and 10 years after traumatic brain injury (TBI) in older adults.

Setting: Community.

Participants: Participants ( N = 2362) who sustained complicated mild to severe TBI, requiring inpatient rehabilitation, at age 60 years or older and had follow-up data on participation and satisfaction with life for at least 1 follow-up time point across 1, 2, 5, and 10 years. Age at each time period was categorized as 60 to 64 years, 65 to 75 years, and 75 years or older.

Design: Secondary data analysis of …


A Cytomics-On-A-Chip Platform And Diagnostic Model Stratifies Risk For Oral Lichenoid Conditions, Michael P Mcrae, Kritika Srinivasan Rajsri, A Ross Kerr, Nadarajah Vigneswaran, Spencer W Redding, Malvin Janal, Stella K Kang, Leena Palomo, Nicolaos J Christodoulides, Meena Singh, Jeffery Johnston, John T Mcdevitt Jul 2024

A Cytomics-On-A-Chip Platform And Diagnostic Model Stratifies Risk For Oral Lichenoid Conditions, Michael P Mcrae, Kritika Srinivasan Rajsri, A Ross Kerr, Nadarajah Vigneswaran, Spencer W Redding, Malvin Janal, Stella K Kang, Leena Palomo, Nicolaos J Christodoulides, Meena Singh, Jeffery Johnston, John T Mcdevitt

Faculty, Staff and Student Publications

Objective: A small fraction of oral lichenoid conditions (OLC) have potential for malignant transformation. Distinguishing OLCs from other oral potentially malignant disorders (OPMDs) can help prevent unnecessary concern or testing, but accurate identification by nonexpert clinicians is challenging due to overlapping clinical features. In this study, the authors developed a 'cytomics-on-a-chip' tool and integrated predictive model for aiding the identification of OLCs.

Study design: All study subjects underwent both scalpel biopsy for histopathology and brush cytology. A predictive model and OLC Index comprising clinical, demographic, and cytologic features was generated to discriminate between subjects with lichenoid (OLC+) (N = 94) …


Financial Incentives For Smoking Cessation Among Socioeconomically Disadvantaged Adults: A Randomized Clinical Trial, Darla E Kendzor, Michael S Businelle, Summer G Frank-Pearce, Joseph J C Waring, Sixia Chen, Emily T Hébert, Michael D Swartz, Adam C Alexander, Munjireen S Sifat, Laili Kharazi Boozary, David W Wetter Jul 2024

Financial Incentives For Smoking Cessation Among Socioeconomically Disadvantaged Adults: A Randomized Clinical Trial, Darla E Kendzor, Michael S Businelle, Summer G Frank-Pearce, Joseph J C Waring, Sixia Chen, Emily T Hébert, Michael D Swartz, Adam C Alexander, Munjireen S Sifat, Laili Kharazi Boozary, David W Wetter

Faculty, Staff and Student Publications

IMPORTANCE: Socioeconomically disadvantaged individuals (ie, those with low socioeconomic status [SES]) have difficulty quitting smoking and may benefit from incentive-based cessation interventions.

OBJECTIVES: To evaluate the impact of incentivizing smoking abstinence on smoking cessation among adults with low SES.

DESIGN, SETTING, AND PARTICIPANTS: This study used a 2-group randomized clinical trial design. Data collection occurred between January 30, 2017, and February 7, 2022. Participants included adults with low SES who were willing to undergo smoking cessation treatment. Data were analyzed from April 18, 2023, to April 19, 2024.

INTERVENTIONS: Participants were randomized to usual care (UC) for smoking cessation (counseling …


Sequencing Of Kaposi’S Sarcoma Herpesvirus (Kshv) Genomes From Persons Of Diverse Ethnicities And Provenances With Kshv-Associated Diseases Demonstrate Multiple Infections, Novel Polymorphisms, And Low Intra-Host Variance, Vickie A Marshall, Elena M Cornejo Castro, Charles A Goodman, Nazzarena Labo, Isabella Liu, Nicholas C Fisher, Kyle N Moore, Ananthakrishnan Nair, Taina Immonen, Brandon F Keele, Mark N Polizzotto, Thomas S Uldrick, Yunxiang Mu, Tanuja Saswat, Laurie T Krug, Kevin M Mcbride, Kathryn Lurain, Ramya Ramaswami, Robert Yarchoan, Denise Whitby Jul 2024

Sequencing Of Kaposi’S Sarcoma Herpesvirus (Kshv) Genomes From Persons Of Diverse Ethnicities And Provenances With Kshv-Associated Diseases Demonstrate Multiple Infections, Novel Polymorphisms, And Low Intra-Host Variance, Vickie A Marshall, Elena M Cornejo Castro, Charles A Goodman, Nazzarena Labo, Isabella Liu, Nicholas C Fisher, Kyle N Moore, Ananthakrishnan Nair, Taina Immonen, Brandon F Keele, Mark N Polizzotto, Thomas S Uldrick, Yunxiang Mu, Tanuja Saswat, Laurie T Krug, Kevin M Mcbride, Kathryn Lurain, Ramya Ramaswami, Robert Yarchoan, Denise Whitby

Faculty, Staff and Student Publications

Recently published near full-length KSHV genomes from a Cameroon Kaposi sarcoma case-control study showed strong evidence of viral recombination and mixed infections, but no sequence variations associated with disease. Using the same methodology, an additional 102 KSHV genomes from 76 individuals with KSHV-associated diseases have been sequenced. Diagnoses comprise all KSHV-associated diseases (KAD): Kaposi sarcoma (KS), primary effusion lymphoma (PEL), KSHV-associated large cell lymphoma (KSHV-LCL), a type of multicentric Castleman disease (KSHV-MCD), and KSHV inflammatory cytokine syndrome (KICS). Participants originated from 22 different countries, providing the opportunity to obtain new near full-length sequences of a wide diversity of KSHV genomes. …


Exploring The Landscape Of Somatic Asxl2 Mutations In Myeloid Neoplasms: Frequency And Clinical Implications, Tareq Abuasab, Gautam Borthakur, Rashmi Kanagal-Shamanna, Lucia Masarova, Keyur Patel, Koichi Takahashi, Prithviraj Bose, John Villarreal, Sherry Pierce, Tapan Kadia, Guillermo Garcia-Manero, Nicholas J Short, Courtney Dinardo, Naval Daver, Farhad Ravandi, Hagop Kantarjian, Srdan Verstovsek, Musa Yilmaz Jul 2024

Exploring The Landscape Of Somatic Asxl2 Mutations In Myeloid Neoplasms: Frequency And Clinical Implications, Tareq Abuasab, Gautam Borthakur, Rashmi Kanagal-Shamanna, Lucia Masarova, Keyur Patel, Koichi Takahashi, Prithviraj Bose, John Villarreal, Sherry Pierce, Tapan Kadia, Guillermo Garcia-Manero, Nicholas J Short, Courtney Dinardo, Naval Daver, Farhad Ravandi, Hagop Kantarjian, Srdan Verstovsek, Musa Yilmaz

Faculty, Staff and Student Publications

No abstract provided.


Endovascular Versus Medical Therapy In Posterior Cerebral Artery Stroke: Role Of Baseline Nihss Score And Occlusion Site, Davide Strambo, Patrik Michel, Thanh N Nguyen, Mohamad Abdalkader, Muhammad M Qureshi, Daniel Strbian, Christian Herweh, Markus A Möhlenbruch, Silja Räty, Marta Olivé-Gadea, Marc Ribo, Marios Psychogios, Urs Fischer, Anh Nguyen, Joji B Kuramatsu, David Haupenthal, Martin Köhrmann, Cornelius Deuschl, Jordi Kühne Escolà, Jelle Demeestere, Robin Lemmens, Lieselotte Vandewalle, Shadi Yaghi, Liqi Shu, Volker Puetz, Daniel P O Kaiser, Johannes Kaesmacher, Adnan Mujanovic, Dominique Cornelius Marterstock, Tobias Engelhorn, Manuel Requena, Hormuzdiyar H Dasenbrock, Piers Klein, Diogo C Haussen, Mahmoud H Mohammaden, Hend Abdelhamid, Lorena Souza Viana, Bruno Cunha, Isabel Fragata, Michele Romoli, Francesco Diana, Wei Hu, Chao Zhang, Pekka Virtanen, Riikka Lauha, Jessica Jesser, Judith Clark, Stavros Matsoukas, Johanna T Fifi, Sunil A Sheth, Sergio Salazar-Marioni, João Pedro Marto, João Nuno Ramos, Milena Miszczuk, Christoph Riegler, Sven Poli, Khouloud Poli, Ashutosh P Jadhav, Shashvat M Desai, Volker Maus, Maximilian Kaeder, Adnan H Siddiqui, Andre Monteiro, Hesham E Masoud, Neil Suryadareva, Maxim Mokin, Shail Thanki, Kemal Alpay, Pauli Ylikotila, James E Siegler, Italo Linfante, Guilherme Dabus, Negar Asdaghi, Vasu Saini, Christian H Nolte, Eberhard Siebert, Bettina L Serrallach, Charlotte S Weyland, Uta Hanning, Lukas Meyer, Anne Berberich, Peter A Ringleb, Raul G Nogueira, Simon Nagel Jul 2024

Endovascular Versus Medical Therapy In Posterior Cerebral Artery Stroke: Role Of Baseline Nihss Score And Occlusion Site, Davide Strambo, Patrik Michel, Thanh N Nguyen, Mohamad Abdalkader, Muhammad M Qureshi, Daniel Strbian, Christian Herweh, Markus A Möhlenbruch, Silja Räty, Marta Olivé-Gadea, Marc Ribo, Marios Psychogios, Urs Fischer, Anh Nguyen, Joji B Kuramatsu, David Haupenthal, Martin Köhrmann, Cornelius Deuschl, Jordi Kühne Escolà, Jelle Demeestere, Robin Lemmens, Lieselotte Vandewalle, Shadi Yaghi, Liqi Shu, Volker Puetz, Daniel P O Kaiser, Johannes Kaesmacher, Adnan Mujanovic, Dominique Cornelius Marterstock, Tobias Engelhorn, Manuel Requena, Hormuzdiyar H Dasenbrock, Piers Klein, Diogo C Haussen, Mahmoud H Mohammaden, Hend Abdelhamid, Lorena Souza Viana, Bruno Cunha, Isabel Fragata, Michele Romoli, Francesco Diana, Wei Hu, Chao Zhang, Pekka Virtanen, Riikka Lauha, Jessica Jesser, Judith Clark, Stavros Matsoukas, Johanna T Fifi, Sunil A Sheth, Sergio Salazar-Marioni, João Pedro Marto, João Nuno Ramos, Milena Miszczuk, Christoph Riegler, Sven Poli, Khouloud Poli, Ashutosh P Jadhav, Shashvat M Desai, Volker Maus, Maximilian Kaeder, Adnan H Siddiqui, Andre Monteiro, Hesham E Masoud, Neil Suryadareva, Maxim Mokin, Shail Thanki, Kemal Alpay, Pauli Ylikotila, James E Siegler, Italo Linfante, Guilherme Dabus, Negar Asdaghi, Vasu Saini, Christian H Nolte, Eberhard Siebert, Bettina L Serrallach, Charlotte S Weyland, Uta Hanning, Lukas Meyer, Anne Berberich, Peter A Ringleb, Raul G Nogueira, Simon Nagel

Faculty, Staff and Student Publications

Background: Acute ischemic stroke with isolated posterior cerebral artery occlusion (iPCAO) lacks management evidence from randomized trials. We aimed to evaluate whether the association between endovascular treatment (EVT) and outcomes in iPCAO acute ischemic stroke is modified by initial stroke severity (baseline National Institutes of Health Stroke Scale [NIHSS]) and arterial occlusion site.

Methods: Based on the multicenter, retrospective, case-control study of consecutive iPCAO acute ischemic stroke patients (PLATO study [Posterior Cerebral Artery Occlusion Stroke]), we assessed the heterogeneity of EVT outcomes compared with medical management (MM) for iPCAO, according to baseline NIHSS score (≤6 versus >6) and occlusion site …


The Time-Dependent Association Between Irritable Bowel Syndrome And All-Cause And Cause-Specific Mortality: A Prospective Cohort Study Within The Uk Biobank, Fangyu Li, Yukiko Yano, Lola Étiévant, Carrie R Daniel, Shreela V Sharma, Eric L Brown, Ruosha Li, Erikka Loftfield, Qing Lan, Rashmi Sinha, Baharak Moshiree, Maki Inoue-Choi, Emily Vogtmann Jul 2024

The Time-Dependent Association Between Irritable Bowel Syndrome And All-Cause And Cause-Specific Mortality: A Prospective Cohort Study Within The Uk Biobank, Fangyu Li, Yukiko Yano, Lola Étiévant, Carrie R Daniel, Shreela V Sharma, Eric L Brown, Ruosha Li, Erikka Loftfield, Qing Lan, Rashmi Sinha, Baharak Moshiree, Maki Inoue-Choi, Emily Vogtmann

Faculty, Staff and Student Publications

Introduction: Irritable bowel syndrome (IBS) is one of the most common functional gastrointestinal disorders, but few studies have evaluated mortality risks among individuals with IBS. We explored the association between IBS and all-cause and cause-specific mortality in the UK Biobank.

Methods: We included 502,369 participants from the UK Biobank with mortality data through 2022. IBS was defined using baseline self-report and linkage to primary care or hospital admission data. We estimated hazard ratios (HRs) and 95% confidence intervals (CIs) for all-cause and cause-specific mortality using multivariable Cox proportional hazards regression models within partitioned follow-up time categories (0-5, >5-10, and >10 …


Impact Of Lifetime Stressor Exposure On Neuroenergetics In Schizophrenia Spectrum Disorders, Joshua Chiappelli, Anya Savransky, Yizhou Ma, Si Gao, Mark D Kvarta, Peter Kochunov, George M Slavich, L Elliot Hong Jul 2024

Impact Of Lifetime Stressor Exposure On Neuroenergetics In Schizophrenia Spectrum Disorders, Joshua Chiappelli, Anya Savransky, Yizhou Ma, Si Gao, Mark D Kvarta, Peter Kochunov, George M Slavich, L Elliot Hong

Faculty, Staff and Student Publications

N-acetylasparate and lactate are two prominent brain metabolites closely related to mitochondrial functioning. Prior research revealing lower levels of NAA and higher levels of lactate in the cerebral cortex of patients with schizophrenia suggest possible abnormalities in the energy supply pathway necessary for brain function. Given that stress and adversity are a strong risk factor for a variety of mental health problems, including psychotic disorders, we investigated the hypothesis that stress contributes to abnormal neuroenergetics in patients with schizophrenia. To test this hypothesis, we used the Stress and Adversity Inventory (STRAIN) to comprehensively assess the lifetime stressor exposure profiles of …


Mitochondrial Health, Physical Functioning, And Daily Affect: Bioenergetic Mechanisms Of Dementia Caregiver Well-Being, E Lydia Wu-Chung, Luis D Medina, Jensine Paoletti-Hatcher, Vincent Lai, Jennifer M Stinson, Itee Mahant, Paul E Schulz, Cobi J Heijnen, Christopher P Fagundes Jul 2024

Mitochondrial Health, Physical Functioning, And Daily Affect: Bioenergetic Mechanisms Of Dementia Caregiver Well-Being, E Lydia Wu-Chung, Luis D Medina, Jensine Paoletti-Hatcher, Vincent Lai, Jennifer M Stinson, Itee Mahant, Paul E Schulz, Cobi J Heijnen, Christopher P Fagundes

Faculty, Staff and Student Publications

Objective: Chronic stress adversely affects mental and physical well-being. However, health outcomes vary among people experiencing the same stressor. Individual differences in physical and emotional well-being may depend on mitochondrial biology, as energy production is crucial for stress regulation. This study investigated whether mitochondrial respiratory capacity corresponds to individual differences in dementia spousal caregivers' mental and physical health.

Methods: Spousal caregivers of individuals with Alzheimer's disease and related dementias ( N = 102, mean age = 71, 78% female, 83% White) provided peripheral blood samples and completed self-report questionnaires on quality of life, caregiver burden, and a 7-day affect scale. …


Response-Adapted Ultra-Low-Dose 4 Gy Radiation As Definitive Therapy Of Gastric Malt Lymphoma: A Single-Centre, Pilot Trial, Jillian R Gunther, Jie Xu, Manoop S Bhutani, Paolo Strati, Penny Q Fang, Susan Y Wu, Bouthaina S Dabaja, Wenli Dong, Priya R Bhosale, Christopher R Flowers, Ranjit Nair, Luis Malpica Castillo, Luis Fayad, Swaminathan P Iyer, Simrit Parmer, Michael Wang, Hun Ju Lee, Felipe Samaniego, Jason Westin, Sairah Ahmed, Chijioke C Nze, Preetesh Jain, Sattva S Neelapu, Maria A Rodriguez, Dai Chihara, Loretta J Nastoupil, Chelsea C Pinnix Jul 2024

Response-Adapted Ultra-Low-Dose 4 Gy Radiation As Definitive Therapy Of Gastric Malt Lymphoma: A Single-Centre, Pilot Trial, Jillian R Gunther, Jie Xu, Manoop S Bhutani, Paolo Strati, Penny Q Fang, Susan Y Wu, Bouthaina S Dabaja, Wenli Dong, Priya R Bhosale, Christopher R Flowers, Ranjit Nair, Luis Malpica Castillo, Luis Fayad, Swaminathan P Iyer, Simrit Parmer, Michael Wang, Hun Ju Lee, Felipe Samaniego, Jason Westin, Sairah Ahmed, Chijioke C Nze, Preetesh Jain, Sattva S Neelapu, Maria A Rodriguez, Dai Chihara, Loretta J Nastoupil, Chelsea C Pinnix

Faculty, Staff and Student Publications

Background: Given the favourable prognosis of patients with gastric mucosa-associated lymphoid tissue (MALT) lymphoma, treatment-related toxicity should be minimised. We aimed to evaluate the efficacy of 4 Gy radiotherapy given in a response-adapted approach.

Methods: We conducted a single-centre, single-arm, prospective trial at MD Anderson Cancer Center (Houston, TX, USA) of response-adapted ultra-low-dose radiotherapy. Eligible patients were 18 years or older and had newly diagnosed or relapsed Helicobacter pylori-negative gastric MALT lymphoma, with stage I-IV disease. Given the expected low toxicity profile of treatment, performance status was not an exclusion criterion. Patients received external beam photon-based radiotherapy for a total …


Health-Related Quality Of Life In Transplant-Eligible Patients With Newly Diagnosed Multiple Myeloma Treated With Daratumumab, Lenalidomide, Bortezomib, And Dexamethasone: Patient-Reported Outcomes From Griffin, Rebecca Silbermann, Jacob Laubach, Jonathan L Kaufman, Douglas W Sborov, Brandi Reeves, Cesar Rodriguez, Ajai Chari, Luciano J Costa, Larry D Anderson, Nitya Nathwani, Nina Shah, Naresh Bumma, Sarah A Holstein, Caitlin Costello, Andrzej Jakubowiak, Robert Z Orlowski, Kenneth H Shain, Andrew J Cowan, Katharine S Gries, Huiling Pei, Annelore Cortoos, Sharmila Patel, Thomas S Lin, Peter M Voorhees, Saad Z Usmani, Paul G Richardson Jul 2024

Health-Related Quality Of Life In Transplant-Eligible Patients With Newly Diagnosed Multiple Myeloma Treated With Daratumumab, Lenalidomide, Bortezomib, And Dexamethasone: Patient-Reported Outcomes From Griffin, Rebecca Silbermann, Jacob Laubach, Jonathan L Kaufman, Douglas W Sborov, Brandi Reeves, Cesar Rodriguez, Ajai Chari, Luciano J Costa, Larry D Anderson, Nitya Nathwani, Nina Shah, Naresh Bumma, Sarah A Holstein, Caitlin Costello, Andrzej Jakubowiak, Robert Z Orlowski, Kenneth H Shain, Andrew J Cowan, Katharine S Gries, Huiling Pei, Annelore Cortoos, Sharmila Patel, Thomas S Lin, Peter M Voorhees, Saad Z Usmani, Paul G Richardson

Faculty, Staff and Student Publications

In the phase 2 GRIFFIN trial (ClinicalTrials.gov identifier: NCT02874742), daratumumab added to lenalidomide, bortezomib, and dexamethasone (D-RVd) improved depth of response and progression-free survival (PFS) versus lenalidomide, bortezomib, and dexamethasone (RVd) alone in transplant-eligible (TE) patients with newly diagnosed multiple myeloma (NDMM). Here, we present patient-reported outcomes (PROs) collected using the European Organisation for Research and Treatment of Cancer (EORTC) Quality of Life Questionnaire Core 30-item (QLQ-C30), EORTC Quality of Life Questionnaire Multiple Myeloma Module 20-item (QLQ-MY20), and EuroQol 5-Dimension 5-Level (EQ-5D-5L) tools on day 1 of cycles 1, 2, and 3; on day 21 of cycle 4 (end of …


Molecular Characterization Of Metastatic Oncocytoma With Exceptional Response To Treatment: A Case Report, Bradley R Webster, Christopher J Ricketts, Cathy D Vocke, Dionna Gamble, Daniel R Crooks, Ye Yang, Lindsay Friedman, Antoun Toubaji, Pavlos Msaouel, Jonathan M Hernandez, W Marston Linehan, Mark W Ball Jul 2024

Molecular Characterization Of Metastatic Oncocytoma With Exceptional Response To Treatment: A Case Report, Bradley R Webster, Christopher J Ricketts, Cathy D Vocke, Dionna Gamble, Daniel R Crooks, Ye Yang, Lindsay Friedman, Antoun Toubaji, Pavlos Msaouel, Jonathan M Hernandez, W Marston Linehan, Mark W Ball

Faculty, Staff and Student Publications

Comprehensive molecular characterization and effective therapy in a rare case of metastatic renal oncocytoma.


Impact Of Apolipoprotein E Genotype On Neurocognitive Function In Patients With Brain Metastases: An Analysis Of Nrg Oncology's Rtog 0614, Jeffrey S Wefel, Snehal Deshmukh, Paul D Brown, David R Grosshans, Erik P Sulman, Jane H Cerhan, Minesh P Mehta, Deepak Khuntia, Wenyin Shi, Mark V Mishra, John H Suh, Nadia N Laack, Yuhchyau Chen, Amarinthia Amy Curtis, Joanna M Laba, Ahmed Elsayed, Anu Thakrar, Stephanie L Pugh, Deborah W Bruner Jul 2024

Impact Of Apolipoprotein E Genotype On Neurocognitive Function In Patients With Brain Metastases: An Analysis Of Nrg Oncology's Rtog 0614, Jeffrey S Wefel, Snehal Deshmukh, Paul D Brown, David R Grosshans, Erik P Sulman, Jane H Cerhan, Minesh P Mehta, Deepak Khuntia, Wenyin Shi, Mark V Mishra, John H Suh, Nadia N Laack, Yuhchyau Chen, Amarinthia Amy Curtis, Joanna M Laba, Ahmed Elsayed, Anu Thakrar, Stephanie L Pugh, Deborah W Bruner

Faculty, Staff and Student Publications

Purpose: Whole-brain radiation therapy (WBRT) is a common treatment for brain metastases and is frequently associated with decline in neurocognitive functioning (NCF). The e4 allele of the apolipoprotein E (APOE) gene is associated with increased risk of Alzheimer disease and NCF decline associated with a variety of neurologic diseases and insults. APOE carrier status has not been evaluated as a risk factor for onset time or extent of NCF impairment in patients with brain metastases treated with WBRT.

Methods and materials: NRG/Radiation Therapy Oncology Group 0614 treated adult patients with brain metastases with 37.5 Gy of WBRT (+/- memantine), performed …


Cancer Incidence After Diagnosis Of Abdominal Aortic Aneurysm-Brief Report, Lingfeng Luo, Allen M Haas, Caitlin F Bell, Richard A Baylis, Shaunak S Adkar, Changhao Fu, Ivan Angelov, Sharon H Giordano, Derek Klarin, Nicholas J Leeper, Kevin T Nead Jul 2024

Cancer Incidence After Diagnosis Of Abdominal Aortic Aneurysm-Brief Report, Lingfeng Luo, Allen M Haas, Caitlin F Bell, Richard A Baylis, Shaunak S Adkar, Changhao Fu, Ivan Angelov, Sharon H Giordano, Derek Klarin, Nicholas J Leeper, Kevin T Nead

Faculty, Staff and Student Publications

Background: Epidemiological and mechanistic data support a potential causal link between cardiovascular disease (CVD) and cancer. Abdominal aortic aneurysms (AAAs) represent a common form of CVD with at least partially distinct genetic and biologic pathogenesis from other forms of CVD. The risk of cancer and how this risk differs compared with other forms of CVD, is unknown among AAA patients. We conducted a retrospective cohort study using the IBM MarketScan Research Database to test whether individuals with AAA have a higher cancer risk independent of traditional shared risk factors.

Methods: All individuals ≥18 years of age with ≥36 months of …


Breast Cancer (Bc) And Severe Covid-19 (C-19) Outcomes: A Matched Analysis, Marija Sullivan, Xiudong Lei, Sharon H Giordano, Mariana Chavez-Macgregor Jul 2024

Breast Cancer (Bc) And Severe Covid-19 (C-19) Outcomes: A Matched Analysis, Marija Sullivan, Xiudong Lei, Sharon H Giordano, Mariana Chavez-Macgregor

Faculty, Staff and Student Publications

Purpose: Patients with cancer receiving anticancer treatment have a higher risk of severe COVID-19 (C-19) outcomes. We examine the association between breast cancer (BC), recent treatment (systemic therapy, surgery, radiation), and C-19 outcomes.

Methods: Retrospective matched cohort study using the Optum® de-identified C-19 Electronic Health Record dataset (2007-2022). Patients with C-19 were categorized into: no cancer, BC with recent treatment, and BC without recent treatment and matched based on age, C-19 diagnosis date, and comorbidity score. We evaluated 30-day mortality, mechanical ventilation, intensive care unit (ICU) stay, and hospitalization. A composite outcome including all outcomes was analyzed. Multivariable logistic regression …


Delivery Of Hereditary Cancer Genetics Services To Patients Newly Diagnosed With Ovarian And Endometrial Cancers At Three Gynecologic Oncology Clinics In The Usa, Brazil, And Mexico, Erica M Bednar, Keiry A Paiz, Karen H Lu, Aline Patricia Soares Dias De Souza, Gabriela Oliveira, Carlos E Eduardo Mattos Da Cunha Andrade, Lenny Gallardo, Jairo Rubio-Cordero, David Cantu-De-León, Jose Alejandro Rauh-Hain Jul 2024

Delivery Of Hereditary Cancer Genetics Services To Patients Newly Diagnosed With Ovarian And Endometrial Cancers At Three Gynecologic Oncology Clinics In The Usa, Brazil, And Mexico, Erica M Bednar, Keiry A Paiz, Karen H Lu, Aline Patricia Soares Dias De Souza, Gabriela Oliveira, Carlos E Eduardo Mattos Da Cunha Andrade, Lenny Gallardo, Jairo Rubio-Cordero, David Cantu-De-León, Jose Alejandro Rauh-Hain

Faculty, Staff and Student Publications

Objective: Three gynecologic oncology clinics located in the USA, Brazil, and Mexico collaborated to evaluate their delivery of hereditary cancer genetics services. This descriptive retrospective review study aimed to establish baseline rates and timeliness of guideline-recommended genetics service delivery to patients with ovarian, fallopian tube, primary peritoneal (ovarian), and endometrial cancers at each clinic.

Methods: Patients who were newly diagnosed with ovarian and endometrial cancers between September 1, 2018 and December 31, 2020 were identified from the medical records of the clinics. Genetics service delivery metrics included the rates of mismatch repair deficiency tumor testing for patients with endometrial cancer …


Mycophenolate Mofetil Is Associated With Inferior Overall Survival In Cytomegalovirus-Seropositive Patients With Acute Myeloid Leukemia Undergoing Hematopoietic Cell Transplantation, Rima M Saliba, Stephanie J Lee, Paul A Carpenter, Geoffrey R Hill, Catherine J Lee, Amin Alousi, May Daher, George Chen, Richard E Champlin, Katayoun Rezvani, Elizabeth J Shpall, Rohtesh S Mehta Jul 2024

Mycophenolate Mofetil Is Associated With Inferior Overall Survival In Cytomegalovirus-Seropositive Patients With Acute Myeloid Leukemia Undergoing Hematopoietic Cell Transplantation, Rima M Saliba, Stephanie J Lee, Paul A Carpenter, Geoffrey R Hill, Catherine J Lee, Amin Alousi, May Daher, George Chen, Richard E Champlin, Katayoun Rezvani, Elizabeth J Shpall, Rohtesh S Mehta

Faculty, Staff and Student Publications

No abstract provided.


Datopotamab Deruxtecan In Advanced Or Metastatic Hr+/Her2- And Triple-Negative Breast Cancer: Results From The Phase I Tropion-Pantumor01 Study, Aditya Bardia, Ian E Krop, Takahiro Kogawa, Dejan Juric, Anthony W Tolcher, Erika P Hamilton, Toru Mukohara, Aaron Lisberg, Toshio Shimizu, Alexander I Spira, Junji Tsurutani, Senthil Damodaran, Kyriakos P Papadopoulos, Jonathan Greenberg, Fumiaki Kobayashi, Hong Zebger-Gong, Rie Wong, Yui Kawasaki, Tadakatsu Nakamura, Funda Meric-Bernstam Jul 2024

Datopotamab Deruxtecan In Advanced Or Metastatic Hr+/Her2- And Triple-Negative Breast Cancer: Results From The Phase I Tropion-Pantumor01 Study, Aditya Bardia, Ian E Krop, Takahiro Kogawa, Dejan Juric, Anthony W Tolcher, Erika P Hamilton, Toru Mukohara, Aaron Lisberg, Toshio Shimizu, Alexander I Spira, Junji Tsurutani, Senthil Damodaran, Kyriakos P Papadopoulos, Jonathan Greenberg, Fumiaki Kobayashi, Hong Zebger-Gong, Rie Wong, Yui Kawasaki, Tadakatsu Nakamura, Funda Meric-Bernstam

Faculty, Staff and Student Publications

PURPOSE: Datopotamab deruxtecan (Dato-DXd) is an antibody-drug conjugate consisting of a humanized antitrophoblast cell-surface antigen 2 (TROP2) monoclonal antibody linked to a potent, exatecan-derived topoisomerase I inhibitor payload via a plasma-stable, selectively cleavable linker.

PATIENTS AND METHODS: TROPION-PanTumor01 (ClinicalTrials.gov identifier: NCT03401385) is a phase I, dose-escalation, and dose-expansion study evaluating Dato-DXd in patients with previously treated solid tumors. The primary study objective was to assess the safety and tolerability of Dato-DXd. Secondary objectives included evaluation of antitumor activity and pharmacokinetics. Results from patients with advanced/metastatic hormone receptor-positive/human epidermal growth factor receptor 2-negative (HR+/HER2-) breast cancer (BC) or triple-negative BC (TNBC) …


Reliable Detection Of Generalized Convulsive Seizures Using An Off-The-Shelf Digital Watch: A Multisite Phase 2 Study, Yash Shashank Vakilna, Xiaojin Li, Jaison S Hampson, Yan Huang, John C Mosher, Yuri Dabaghian, Xi Luo, Blanca Talavera, Sandipan Pati, Masel Todd, Ryan Hays, Charles Akos Szabo, Guo-Qiang Zhang, Samden D Lhatoo Jul 2024

Reliable Detection Of Generalized Convulsive Seizures Using An Off-The-Shelf Digital Watch: A Multisite Phase 2 Study, Yash Shashank Vakilna, Xiaojin Li, Jaison S Hampson, Yan Huang, John C Mosher, Yuri Dabaghian, Xi Luo, Blanca Talavera, Sandipan Pati, Masel Todd, Ryan Hays, Charles Akos Szabo, Guo-Qiang Zhang, Samden D Lhatoo

Faculty, Staff and Student Publications

Objective: The aim of this study was to develop a machine learning algorithm using an off-the-shelf digital watch, the Samsung watch (SM-R800), and evaluate its effectiveness for the detection of generalized convulsive seizures (GCS) in persons with epilepsy.

Methods: This multisite epilepsy monitoring unit (EMU) phase 2 study included 36 adult patients. Each patient wore a Samsung watch that contained accelerometer, gyroscope, and photoplethysmographic sensors. Sixty-eight time and frequency domain features were extracted from the sensor data and were used to train a random forest algorithm. A testing framework was developed that would better reflect the EMU setting, consisting of …


A Modular Trial Of Androgen Signaling Inhibitor Combinations Testing A Risk-Adapted Strategy In Patients With Metastatic Castration-Resistant Prostate Cancer, Ana M Aparicio, Rebecca S S Tidwell, Shalini S Yadav, Jiun-Sheng Chen, Miao Zhang, Jingjing Liu, Shuai Guo, Patrick G Pilié, Yao Yu, Xingzhi Song, Haswanth Vundavilli, Sonali Jindal, Keyi Zhu, Paul V Viscuse, Justin M Lebenthal, Andrew W Hahn, Rama Soundararajan, Paul G Corn, Amado Zurita-Saavedra, Sumit K Subudhi, Jianhua Zhang, Wenyi Wang, Chad Huff, Patricia Troncoso, James P Allison, Padmanee Sharma, Christopher J Logothetis Jul 2024

A Modular Trial Of Androgen Signaling Inhibitor Combinations Testing A Risk-Adapted Strategy In Patients With Metastatic Castration-Resistant Prostate Cancer, Ana M Aparicio, Rebecca S S Tidwell, Shalini S Yadav, Jiun-Sheng Chen, Miao Zhang, Jingjing Liu, Shuai Guo, Patrick G Pilié, Yao Yu, Xingzhi Song, Haswanth Vundavilli, Sonali Jindal, Keyi Zhu, Paul V Viscuse, Justin M Lebenthal, Andrew W Hahn, Rama Soundararajan, Paul G Corn, Amado Zurita-Saavedra, Sumit K Subudhi, Jianhua Zhang, Wenyi Wang, Chad Huff, Patricia Troncoso, James P Allison, Padmanee Sharma, Christopher J Logothetis

Faculty, Staff and Student Publications

Purpose: To determine the efficacy and safety of risk-adapted combinations of androgen signaling inhibitors and inform disease classifiers for metastatic castration-resistant prostate cancers.

Patients and methods: In a modular, randomized phase II trial, 192 men were treated with 8 weeks of abiraterone acetate, prednisone, and apalutamide (AAPA; module 1) and then allocated to modules 2 or 3 based on satisfactory (≥50% PSA decline from baseline and < 5 circulating tumor cell/7.5 mL) versus unsatisfactory status. Men in the former were randomly assigned to continue AAPA alone (module 2A) or with ipilimumab (module 2B). Men in the latter group had carboplatin + cabazitaxel added to AAPA (module 3). Optional baseline biopsies were subjected to correlative studies.

Results: Median overall survival (from allocation) was 46.4 [95% confidence interval (CI), 39.2-68.2], 41.4 (95% CI, 33.3-49.9), and 18.7 (95% CI, 14.3-26.3) months in modules 2A (n = 64), 2B (n = 64), and …


Effects Of Vitamin D Supplementation On A Deep Learning-Based Mammographic Evaluation In Swog S0812, Julia E Mcguinness, Garnet L Anderson, Simukayi Mutasa, Dawn L Hershman, Mary Beth Terry, Parisa Tehranifar, Danika L Lew, Monica Yee, Eric A Brown, Sebastien S Kairouz, Nafisa Kuwajerwala, Therese B Bevers, John E Doster, Corrine Zarwan, Laura Kruper, Lori M Minasian, Leslie Ford, Banu Arun, Marian L Neuhouser, Gary E Goodman, Powel H Brown, Richard Ha, Katherine D Crew Jul 2024

Effects Of Vitamin D Supplementation On A Deep Learning-Based Mammographic Evaluation In Swog S0812, Julia E Mcguinness, Garnet L Anderson, Simukayi Mutasa, Dawn L Hershman, Mary Beth Terry, Parisa Tehranifar, Danika L Lew, Monica Yee, Eric A Brown, Sebastien S Kairouz, Nafisa Kuwajerwala, Therese B Bevers, John E Doster, Corrine Zarwan, Laura Kruper, Lori M Minasian, Leslie Ford, Banu Arun, Marian L Neuhouser, Gary E Goodman, Powel H Brown, Richard Ha, Katherine D Crew

Faculty, Staff and Student Publications

Deep learning-based mammographic evaluations could noninvasively assess response to breast cancer chemoprevention. We evaluated change in a convolutional neural network-based breast cancer risk model applied to mammograms among women enrolled in SWOG S0812, which randomly assigned 208 premenopausal high-risk women to receive oral vitamin D3 20 000 IU weekly or placebo for 12 months. We applied the convolutional neural network model to mammograms collected at baseline (n = 109), 12 months (n = 97), and 24 months (n = 67) and compared changes in convolutional neural network-based risk score between treatment groups. Change in convolutional neural network-based risk score was …