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CYP2D6 ‐guided opioid therapy for adults with cancer pain: A randomized implementation clinical trial
Mosley, Scott A. , Cicali, Emily J. , Cueto, Alex Del, Portman, Diane , Donovan, Kristine A. , Gong, Yan , Langaee, Taimour , Gopalan, Priya, Schmit, Jessica M., Starr, Jason S. , Silver, Natalie L. , Chang, Young D. , Rajasekhara, Sahana , Smith, Joshua E., Clare‐Salzler, Michael , Starostik, Petr , McLeod, Howard L. , Hicks, J. Kevin , Cicali, Emily , George, Thomas J , Hicks, J Kevin , Cavallari, Larisa H , Soares, Heloisa P. , George, Thomas J. , Fillingim, Roger Benton , Cavallari, Larisa H.

Pharmacotherapy: The Journal of Human Pharmacology and Drug Therapy | September 12, 2023 | Volume: 43 | Issue: 12 | Pages: 1286-1296

10.1002/phar.2875 | PMID 37698371 Get It

Abstract Introduction The CYP2D6 enzyme metabolizes opioids commonly prescribed for cancer‐related pain, and CYP2D6 polymorphisms may contribute to variability in opioid response. We evaluated the feasibility of implementing CYP2D6 ‐guided opioid prescribing for patients with cancer and reported pilot outcome data. Methods Adult patients from two cancer centers were prospectively enrolled into a hybrid implementation‐effectiveness clinical trial and randomized to CYP2D6 ‐genotype‐guided opioid selection, with clinical recommendations, or usual care. Implementation metrics, including provider response, medication changes consistent with recommendations, and patient‐reported pain and symptom scores at baseline and up to 8 weeks, were assessed. Results Most (87/114, 76%) patients approached for the study agreed to participate. Of 85 patients randomized, 71% were prescribed oxycodone at baseline. The median (range) time to receive CYP2D6 test results was 10 (3–37) days; 24% of patients had physicians acknowledge genotype results in a clinic note. Among patients with CYP2D6 ‐genotype‐guided recommendations to change therapy ( n = 11), 18% had a change congruent with recommendations. Among patients who completed baseline and follow‐up questionnaires ( n = 48), there was no difference in change in mean composite pain score (−1.01 ± 2.1 vs. −0.41 ± 2.5; p = 0.19) or symptom severity at last follow‐up (3.96 ± 2.18 vs. 3.47 ± 1.78; p = 0.63) between the usual care arm ( n = 26) and genotype‐guided arm ( n = 22), respectively. Conclusion Our study revealed high acceptance of pharmacogenetic testing as part of a clinical trial among patients with cancer pain. However, provider response to genotype‐guided recommendations was low, impacting assessment of pain‐related outcomes. Addressing barriers to utility of pharmacogenetics results and clinical recommendations will be critical for implementation success.
OS09.4.A RANO 2.0: UPDATE TO THE RESPONSE ASSESSMENT IN NEURO-ONCOLOGY (RANO) CRITERIA FOR HIGH- AND LOW-GRADE GLIOMAS IN ADULTS
Wen, Patrick Y. , Youssef, George , Barboriak, Daniel P. , DeGroot, John, Lassman, Andrew B. , Molinaro, Annette M. , Rahman, Rifaquat , Shankar, Lalitha , Sul, Joohee, Villanueva‐Meyer, Javier , Macdonald, David , Reardon, David A. , Vogelbaum, Michael A. , Chang, Susan M. , Barboriak, Daniel P , Wen, Patrick Yung , Bent, Martin J. van den , Youssef, G, Cloughesy, Timothy F. , Ellingson, Benjamin M. , Weller, Michael , Galanis, Evanthia , Gilbert, Mark R. , Huang, Raymond Y. , Mehta, Minesh P. , Molinaro, Annette M. , Preusser, Matthias , Stupp, Roger , Villanueva-Meyer, Javier E. , Wick, Wolfgang

Neuro-Oncology | September 8, 2023 | Volume: 25 | Issue: Supplement_2 | Pages: ii21-ii21

10.1093/neuonc/noad137.061 Get It

Abstract BACKGROUND The Response Assessment in Neuro-Oncology (RANO) criteria for high-grade gliomas (RANO-HGG) and low-grade gliomas (RANO-LGG) were developed to improve reliability of response assessment in glioma trials. Over time some limitations of these criteria were identified, and uncertainty emerged regarding integrating features of the modified RANO (mRANO) or the immunotherapy RANO (iRANO) criteria. MATERIAL AND METHODS Informed by data from a cohort of glioblastoma patients and other evaluations of RANO criteria that allowed evaluation of features of the different criteria, the RANO working group developed updates to the RANO criteria (RANO 2.0). RESULTS Based on the 2021 WHO classification of gliomas, we recommend a standard set of criteria for both high and low-grade gliomas, to be used for all trials regardless of the treatment modalities being evaluated. In the newly diagnosed setting, the post-radiotherapy MRI, rather than the post-surgical MRI, will be used as the baseline for future comparison. Since the incidence of pseudoprogression is high in the 12 weeks following radiotherapy, continuation of treatment and confirmation of progression during this period with a repeat MRI, or histopathologic evidence of unequivocal recurrent tumor, is required to define tumor progression. However, confirmation scans are not mandatory after this period nor for recurrent tumors. For treatments with a high likelihood of pseudoprogression, mandatory confirmation of progression with a repeat MRI is highly recommended. The primary measurement remains the maximum cross-sectional area of tumor (2-dimensional) but volumetric measurements are an option. For IDH-wildtype glioblastoma, the non-enhancing disease will no longer be evaluated. In IDH-mutated tumors with a significant non-enhancing component, clinical trials may require evaluating both the enhancing and non-enhancing tumor components for response assessment. CONCLUSION These criteria represent a work in progress that will hopefully improve the assessment of response in glioma trials. Future updates will incorporate novel developments, advanced imaging techniques, and endpoints as they become validated.
The 2023 ACR / EULAR Antiphospholipid Syndrome Classification Criteria
Barbhaiya, Medha , Zuily, Stéphane , Naden, Ray, Hendry, Alison , Manneville, Florian , Amigo, Mary‐Carmen , Amoura, Zahir , Andréoli, Laura , Artım-Esen, Bahar , Atsumi, Tatsuya , Avčin, Tadej , Branch, D. Ware , Carvalheiras, Graziela , Cohen, Hannah , Jesús, Guilherme Ramires de , Desai, Sheetal , Sancho, Maria De, Küçükkaya, Reyhan Diz , Françès, Camille, García, David , Jordan, Natasha, Leaf, Rebecca Karp , Kello, Nina , Laskin, Carl A. , Lee, Alfred Ian , Legault, Kimberly, Levine, Steve, Limper, Maarten , Lockshin, Michael D. , Mayer-Pickel, K , Musial, Jack, Orsolini, Giovanni , Ortel, Thomas L. , Petri, Michelle , Gómez‐Puerta, José A. , Raimboug, Quentin, Roubey, Robert, Seshan, Surya V. , Tektonidou, Maria G. , Wahl, Denis , Willis, Rohan , Zuily, Catherine, Costenbader, Karen H. , Erkan, Doruk , Collaborators, the ACR/EULAR APS Classification Criteria, Andreoli, Laura , Avcin, Tadej , de Jesus, Guilherme , Duarte-García, Alí , Petri, Michelle , Pons-Estel, Guillermo , Gomez-Puerta, Jose A , Sciascia, Savino , Tektonidou, Maria G , Yelnik, Cecile , Costenbader, Karen , Erkan, Doruk , Cohen, Hannah , Andrade, Danieli , Belmont, H. Michael , Bertolaccini, Maria Laura , Casini, Alessandro , Cervera, Ricard , Costedoat-Chalumeau, Nathalie , Crowther, Mark Andrew , Delluc, Aurélien , Devreese, Katrien M.J. , Duarte‐García, Alí , Françès, C. , Gris, Jean‐Christophe , Knight, Jason S , Levy, Roger A. , Meroni, PierLuigi , Pengo, Vittorio , Pons‐Estel, Guillermo , Sanna, Giovanni , Sciascia, Savino , Tincani, Anǵela , Guillemin, Francis , Collaborators, the ACR/EULAR APS Classification Criteria

Arthritis & Rheumatology | August 28, 2023 | Volume: 75 | Issue: 10 | Pages: 1687-1702

10.1002/art.42624 | PMID 37635643 Get It

Objective To develop new antiphospholipid syndrome (APS) classification criteria with high specificity for use in observational studies and trials, jointly supported by the American College of Rheumatology (ACR) and EULAR. Methods This international multidisciplinary initiative included 4 phases: 1) Phase I, criteria generation by surveys and literature review; 2) Phase II, criteria reduction by modified Delphi and nominal group technique exercises; 3) Phase III, criteria definition, further reduction with the guidance of real‐world patient scenarios, and weighting via consensus‐based multicriteria decision analysis, and threshold identification; and 4) Phase IV, validation using independent adjudicators’ consensus as the gold standard. Results The 2023 ACR/EULAR APS classification criteria include an entry criterion of at least one positive antiphospholipid antibody (aPL) test within 3 years of identification of an aPL‐associated clinical criterion, followed by additive weighted criteria (score range 1–7 points each) clustered into 6 clinical domains (macrovascular venous thromboembolism, macrovascular arterial thrombosis, microvascular, obstetric, cardiac valve, and hematologic) and 2 laboratory domains (lupus anticoagulant functional coagulation assays, and solid‐phase enzyme‐linked immunosorbent assays for IgG/IgM anticardiolipin and/or IgG/IgM anti–β 2 ‐glycoprotein I antibodies). Patients accumulating at least 3 points each from the clinical and laboratory domains are classified as having APS. In the validation cohort, the new APS criteria versus the 2006 revised Sapporo classification criteria had a specificity of 99% versu s 86%, and a sensitivity of 84% versus 99%. Conclusion These new ACR/EULAR APS classification criteria were developed using rigorous methodology with multidisciplinary international input. Hierarchically clustered, weighted, and risk‐stratified criteria reflect the current thinking about APS, providing high specificity and a strong foundation for future APS research.
Teriflunomide and Time to Clinical Multiple Sclerosis in Patients With Radiologically Isolated Syndrome
Sıva, Aksel , Landes-Château, Cassandre , Mondot, Lydiane, Papeix, Caroline , Thouvenot, Éric , Labauge, Pierre, Durand‐Dubief, Françoise , Page, Emmanuelle Le , Terzi, Murat , Derache, Nathalie, Bourre, Bertrand , Hoepner, Robert , Karabudak, Rana , Ciron, Jonathan , Wiertlewski, Sandrine, Turan, Ömer Faruk , Yucear, Nur, Cohen, Mikaël , Azevedo, Christina , Kantarci, Orhun H. , Pelletier, Daniel , Group, TERIS Study, Branger, Pierre , Abrous, Mouloud, Petit, Julie, Gelet, Céline, Russello, Mélanie, Gaultier, Alina, Frère, Fabienne Le, Callier, Céline, Caillon, Cynthia, Gueydan, Eglantine, Louapre, Céline , Galanaud, Damien , Ungureanu, Aurelian , Coudoin, Sylvie, Hébant, Benjamin , Gerard, Emmanuel, Vimont, Christine, Bonneville, Fabrice , Freitas, Noellie, Kilic, Erhan , Destan, Sena, Friedli, Christoph , Wagner, Franca , Weber, Lea , Tchoubar, Annaig, Dumont, Émilie , Eryilmaz, Asli, Roman, Tanguy, Pelletreau, Christopher, Grateau, Aurélie, Mathieu, Yanica, Yaïche, Sarhan, Rintelen, Felix, Firmino, Isabel, Chastenier, Aymeric De, Gheribenblidia, Amel, Zeydan, Burcu , Siva, Aksel , Zeydan, Burcu , Thouvenot, Eric , Ciron, Jonathan , Durand-Dubief, Françoise , Cohen, Mikaël , Lebrun‐Frénay, Christine , Sormani, Maria Pia , Mondot, Lydiane , Bovis, Francesca , Vermersch, Patrick , Labauge, Pierre , Efendi, Hüsnü , Bourre, Bertrand , Seze, Jerome De , Clavelou, Pierre , Okuda, Darin T. , Group, TERIS Study, Zéphir, Hélène , Vukusic, Sandra , Carra‐Dallière, Clarisse , Ayrignac, Xavier , Laplaud, David , Biotti, Damien , Duman, Taşkın , Tütüncü, Melih , Uygunoğlu, Uğur , Şen, Sedat , Weber, Lea, Eryılmaz, Aslı

JAMA Neurology | August 21, 2023 | Volume: 80 | Issue: 10 | Pages: 1080

10.1001/jamaneurol.2023.2815 | PMID 37603328 Get It

Importance Radiologically isolated syndrome (RIS) represents the earliest detectable preclinical phase of multiple sclerosis (MS) punctuated by incidental magnetic resonance imaging (MRI) white matter anomalies within the central nervous system. Objective To determine the time to onset of symptoms consistent with MS. Design, Setting, and Participants From September 2017 to October 2022, this multicenter, double-blind, phase 3, randomized clinical trial investigated the efficacy of teriflunomide in delaying MS in individuals with RIS, with a 3-year follow-up. The setting included referral centers in France, Switzerland, and Turkey. Participants older than 18 years meeting 2009 RIS criteria were randomly assigned (1:1) to oral teriflunomide, 14 mg daily, or placebo up to week 96 or, optionally, to week 144. Interventions Clinical, MRI, and patient-reported outcomes (PROs) were collected at baseline and yearly until week 96, with an optional third year in the allocated arm if no symptoms have occurred. Main outcomes Primary analysis was performed in the intention-to-treat population, and safety was assessed accordingly. Secondary end points included MRI outcomes and PROs. Results Among 124 individuals assessed for eligibility, 35 were excluded for declining to participate, not meeting inclusion criteria, or loss of follow-up. Eighty-nine participants (mean [SD] age, 37.8 [12.1] years; 63 female [70.8%]) were enrolled (placebo, 45 [50.6%]; teriflunomide, 44 [49.4%]). Eighteen participants (placebo, 9 [50.0%]; teriflunomide, 9 [50.0%]) discontinued the study, resulting in a dropout rate of 20% for adverse events (3 [16.7%]), consent withdrawal (4 [22.2%]), loss to follow-up (5 [27.8%]), voluntary withdrawal (4 [22.2%]), pregnancy (1 [5.6%]), and study termination (1 [5.6%]). The time to the first clinical event was significantly extended in the teriflunomide arm compared with placebo, in both the unadjusted (hazard ratio [HR], 0.37; 95% CI, 0.16-0.84; P = .02) and adjusted (HR, 0.28; 95% CI, 0.11-0.71; P = .007) analysis. Secondary imaging end point outcomes including the comparison of the cumulative number of new or newly enlarging T2 lesions (rate ratio [RR], 0.57; 95% CI, 0.27-1.20; P = .14), new gadolinium-enhancing lesions (RR, 0.33; 95% CI, 0.09-1.17; P = .09), and the proportion of participants with new lesions (odds ratio, 0.72; 95% CI, 0.25-2.06; P = .54) were not significant. Conclusion and Relevance Treatment with teriflunomide resulted in an unadjusted risk reduction of 63% and an adjusted risk reduction of 72%, relative to placebo, in preventing a first clinical demyelinating event. These data suggest a benefit to early treatment in the MS disease spectrum. Trial Registration ClinicalTrials.gov Identifier: NCT03122652
TIPS-17 A FIRST-IN-HUMAN FEASIBILITY STUDY TO EVALUATE THE SAFETY OF SELECTIVE INTRA-ARTERIAL YTTRIUM-90 MICROSPHERE TREATMENT IN PATIENTS WITH RECURRENT GLIOBLASTOMA (THE FRONTIER TRIAL)
Mouli, S. , Goyal, Piyush, Tate, Matthew C. , Primdahl, Ditte , Boockvar, John A. , Quiñones‐Hinojosa, Alfredo , Weiss, Cliffword, Butowski, Nicholas , Dreher, Matthew R., Dixit, Karan , Stupp, Roger , Salem, Riad

Neuro-Oncology Advances | August 4, 2023 | Volume: 5 | Issue: Supplement_3 | Pages: iii37-iii38

10.1093/noajnl/vdad070.147 Get It

Abstract BACKGROUND: Glioblastoma (GBM) is the most aggressive primary brain tumor that virtually always recurs with no established standard therapy at recurrence. Median survival after recurrence is 7-12 months. Selective internal radiation therapy (SIRT) with Yttrium-90 (Y90) glass microspheres (TheraSphere™, Boston Scientific, Marlborough, MA) is an FDA approved standard treatment for hepatocellular carcinoma, and represents a novel strategy to treat regionally localized brain tumors. We are conducting a first-in-human clinical trial (under IDE) using Y90 microspheres modified to treat tumors in the brain. The goal of selectively delivering Y90 intra-arterially is to achieve higher tumoral absorbed doses while limiting non-target exposure. DESIGN: The primary objective is to evaluate the safety of Y90 microspheres treatment. Target enrollment is 12 patients at 5 participating medical centers. Key inclusion criteria include: 1st or 2nd recurrence of GBM , size 1-5cm, located in the non-dominant hemisphere in a non-eloquent region, accessible neurovascular anatomy for single intra-arterial treatment based on a diagnostic cerebral angiogram. After consent, patients will undergo screening angiography and imaging that be reviewed by the trial steering committee to determine treatment suitability. Treatment consists of Y90 microspheres administered intra-arterially to deliver 40Gy ± 10% to the treatment volume. Post-administration Y90 PET and MRI images allow assessment of dose distribution and acute safety. Following overnight admission, patients will be followed as outpatients weekly x 4, and then monthly up to month 6. Primary endpoints include treatment-related limiting toxicities, dose limiting toxicity defined as non-hematological toxicities ≥ grade 3, CNS toxicity ≥ grade 3 (eg. symptomatic ischemia or edema) related to non-target embolization, occurring through 30 days post procedure. Secondary endpoints include: treatment-related serious adverse events, change in post-treatment neurological function, technical success, objective response rate, progression-free survival, and overall survival. The study is registered with clinicaltrials.gov, number: NCT05303467.
CLRM-07 RANO 2.0: PROPOSAL FOR AN UPDATE TO THE RESPONSE ASSESSMENT IN NEURO-ONCOLOGY (RANO) CRITERIA FOR HIGH- AND LOW-GRADE GLIOMAS IN ADULTS
Wen, Patrick Y. , Barboriak, Danial, DeGroot, John, Lassman, Andrew B. , Molinaro, Annette M. , Preusser, Mattias, Rahman, Rifaquat , Shankar, Lalitha , Sul, Joohee, Villanueva‐Meyer, Javier , Macdonald, David , Reardon, David A. , Vogelbaum, Michael A. , Chang, Susan M. , Wen, Patrick Yung , Bent, Martin J. van den , Youssef, Gilbert , Cloughesy, Timothy F. , Ellingson, Benjamin M. , Weller, Michael , Galanis, Evanthia , Gilbert, Mark R. , Huang, Raymond Y. , Mehta, Minesh P. , Molinaro, Annette M. , Stupp, Roger , Villanueva-Meyer, Javier E. , Wick, Wolfgang

Neuro-Oncology Advances | August 4, 2023 | Volume: 5 | Issue: Supplement_3 | Pages: iii8-iii8

10.1093/noajnl/vdad070.029 Get It

Abstract The Response Assessment in Neuro-Oncology (RANO) criteria for high-grade gliomas (RANO-HGG) and low-grade gliomas (RANO-LGG) were developed to improve the reliability of response assessment in glioma trials. Over time some limitations of these criteria were identified, and uncertainty emerged regarding integrating features of the modified RANO (mRANO) or the immunotherapy RANO (iRANO) criteria. Informed by data from a cohort of glioblastoma patients and other evaluations of RANO criteria that allowed evaluation of features of the different criteria, we propose updates to the RANO criteria (RANO 2.0). Based on the 2021 WHO classification of gliomas, we recommend a standard set of criteria for both high and low-grade gliomas, to be used for all trials regardless of the treatment modalities being evaluated. In the newly diagnosed setting, the post-radiotherapy MRI, rather than the post-surgical MRI, will be used as the baseline for future comparison. Since the incidence of pseudoprogression is high in the 12 weeks following radiotherapy, continuation of treatment and confirmation of progression during this period with a repeat MRI, or histopathologic evidence of unequivocal recurrent tumor, is required to define tumor progression. However, confirmation scans are not mandatory after this period nor for recurrent tumors. For treatments with a high likelihood of pseudoprogression, mandatory confirmation of progression with a repeat MRI is an option. The primary measurement remains the maximum cross-sectional area of tumor (2-dimensional) but volumetric measurements are an option. For IDH-wildtype glioblastoma, the non-enhancing disease will no longer be evaluated. In IDH-mutated tumors with a significant non-enhancing component, clinical trials may require evaluating both the enhancing and non-enhancing tumor components for response assessment.
Bicuspid aortic valve: long-term morbidity and mortality
Ye, Zi , Ullah, Muhammad Wajih , Maleszewski, Joseph J. , Scott, Christopher G. , Padang, Ratnasari , Pislaru, Sorin V. , Nkomo, Vuyisile T. , Mankad, Sunil , Pellikka, Patricia A. , Oh, Jae K. , Roger, Véronique L. , Enriquez‐Sarano, Maurice , Michelena, Héctor I. , Yang, Li-Tan, Wajih Ullah, Muhammad, Maleszewski, Joseph J , Scott, Christopher , Padang, Ratnasari , Sabbah, Michael S. , Nkomo, Vuyisile T , Mankad, Sunil V , Pellikka, Patricia A , Roger, Veronique L , Enriquez-Sarano, Maurice , Michelena, Hector I , Yang, Li‐Tan

European Heart Journal | July 19, 2023 | Volume: 44 | Issue: 43 | Pages: 4549-4562

10.1093/eurheartj/ehad477 | PMID 37611071 Get It

Abstract Background and Aims Bicuspid aortic valve (BAV) is the most common congenital heart anomaly. Lifetime morbidity and whether long-term survival varies according to BAV patient-sub-groups are unknown. This study aimed to assess lifetime morbidity and long-term survival in BAV patients in the community. Methods The authors retrospectively identified all Olmsted County (Minnesota) residents with an echocardiographic diagnosis of BAV from 1 January 1980 to 31 December 2009, including patients with typical valvulo-aortopathy (BAV without accelerated valvulo-aortopathy or associated disorders), and those with complex valvulo-aortopathy (BAV with accelerated valvulo-aortopathy or associated disorders). Results 652 consecutive diagnosed BAV patients [median (IQR) age 37 (22–53) years; 525 (81%) adult and 127 (19%) paediatric] were followed for a median (IQR) of 19.1 (12.9–25.8) years. The total cumulative lifetime morbidity burden (from birth to age 90) was 86% (95% CI 82.5–89.7); cumulative lifetime progression to ≥ moderate aortic stenosis or regurgitation, aortic valve surgery, aortic aneurysm ≥45 mm or z-score ≥3, aorta surgery, infective endocarditis and aortic dissection was 80.3%, 68.5%, 75.4%, 27%, 6% and 1.6%, respectively. Survival of patients with typical valvulo-aortopathy [562 (86%), age 40 (28–55) years, 86% adults] was similar to age-sex-matched Minnesota population (P = .12). Conversely, survival of patients with complex valvulo-aortopathy [90 (14%), age 14 (3–26) years, 57% paediatric] was lower than expected, with a relative excess mortality risk of 2.25 (95% CI 1.21–4.19) (P = .01). Conclusion The BAV condition exhibits a high lifetime morbidity burden where valvulo-aortopathy is close to unavoidable by age 90. The lifetime incidence of infective endocarditis is higher than that of aortic dissection. The most common BAV clinical presentation is the typical valvulo-aortopathy with preserved expected long-term survival, while the complex valvulo-aortopathy presentation incurs higher mortality.
Co‐Occurrence of Social Risk Factors and Associated Outcomes in Patients With Heart Failure
Savitz, Samuel T. , Chamberlain, Alanna M. , Dunlay, Shannon M. , Manemann, Sheila M., Weston, Susan A., Kurani, Shaheen , Roger, Véronique L. , Dunlay, Shannon , Chamberlain, Alanna M

Journal of the American Heart Association | July 8, 2023 | Volume: 12 | Issue: 14 | Pages: No page available

10.1161/jaha.122.028734 | PMID 37421274 Get It

Background Among patients with heart failure (HF), social risk factors (SRFs) are associated with poor outcomes. However, less is known about how co‐occurrence of SRFs affect all‐cause health care utilization for patients with HF. The objective was to address this gap using a novel approach to classify co‐occurrence of SRFs. Methods and Results This was a cohort study of residents living in an 11‐county region of southeast Minnesota, aged ≥18 years with a first‐ever diagnosis for HF between January 2013 and June 2017. SRFs, including education, health literacy, social isolation, and race and ethnicity, were obtained via surveys. Area‐deprivation index and rural‐urban commuting area codes were determined from patient addresses. Associations between SRFs and outcomes (emergency department visits and hospitalizations) were assessed using Andersen‐Gill models. Latent class analysis was used to identify subgroups of SRFs; associations with outcomes were examined. A total of 3142 patients with HF (mean age, 73.4 years; 45% women) had SRF data available. The SRFs with the strongest association with hospitalizations were education, social isolation, and area‐deprivation index. We identified 4 groups using latent class analysis, with group 3, characterized by more SRFs, at increased risk of emergency department visits (hazard ratio [HR], 1.33 [95% CI, 1.23–1.45]) and hospitalizations (HR, 1.42 [95% CI, 1.28–1.58]). Conclusions Low educational attainment, high social isolation, and high area‐deprivation index had the strongest associations. We identified meaningful subgroups with respect to SRFs, and these subgroups were associated with outcomes. These findings suggest that it is possible to apply latent class analysis to better understand the co‐occurrence of SRFs among patients with HF.
Association Between Fluctuations in Blood Lipid Levels Over Time With Incident Alzheimer Disease and Alzheimer Disease–Related Dementias
Moser, Ethan D. , Manemann, Sheila M., Larson, Nicholas B. , Mielke, Michelle M. , Rocca, Walter A. , Roger, Véronique L. , Remaley, Alan T. , Decker, Paul A. , Killian, Jill M. , Takahashi, Paul Y. , Mielke, Michelle M , Remaley, Alan T , Bielinski, Suzette , Larson, Nicholas B , Moser, Ethan D , Sauver, Jennifer L. St. , Olson, Janet E. , Decker, Paul A. , Bielinski, Suzette J.

Neurology | July 5, 2023 | Volume: 101 | Issue: 11 | Pages: No page available

10.1212/wnl.0000000000207595 | PMID 37407257 Get It

Artificial intelligence‐based reticulin proportionate area – a novel histological outcome predictor in hepatocellular carcinoma
Patil, Ameya , Salvatori, Rebecca , Smith, Lindsey , Jenkins, Sarah M. , Hartley, Christopher , Moreira, Roger K. , Cannon, Andrew , Hartley, Christopher P., Hartley, Christopher P , Graham, Rondell P.

Histopathology | June 30, 2023 | Volume: 83 | Issue: 4 | Pages: 512-525

10.1111/his.15001 | PMID 37387193 Get It

Aims Reticulin stain is used routinely in the histological evaluation of hepatocellular carcinoma (HCC). The goal of this study was to assess whether the histological reticulin proportionate area (RPA) in HCCs predicts tumour‐related outcomes. Methods and results We developed and validated a supervised artificial intelligence (AI) model that utilises a cloud‐based, deep‐learning AI platform (Aiforia Technologies, Helsinki, Finland) to specifically recognise and quantify the reticulin framework in normal livers and HCCs using routine reticulin staining. We applied this reticulin AI model to a cohort of consecutive HCC cases from patients undergoing curative resection between 2005 and 2015. A total of 101 HCC resections were included (median age = 68 years, 64 males, median follow‐up time = 49.9 months). AI model RPA reduction of > 50% (compared to normal liver tissue) was predictive of metastasis [hazard ratio (HR) = 3.76, P = 0.004, disease‐free survival (DFS, HR = 2.48, P < 0.001) and overall survival (OS), HR = 2.80, P = 0.001]. In a Cox regression model, which included clinical and pathological variables, RPA decrease was an independent predictor of DFS and OS and the only independent predictor of metastasis. Similar results were found in the moderately differentiated HCC subgroup (WHO grade 2), in which reticulin quantitative analysis was an independent predictor of metastasis, DFS and OS. Conclusion Our data indicate that decreased RPA is a strong predictor of various HCC‐related outcomes, including within the moderately differentiated subgroup. Reticulin, therefore, may represent a novel and important prognostic HCC marker, to be further explored and validated.