Citations

Showing 10 of 107966 citations.

Lipoprotein (a): Underrecognized Risk with a Promising Future
Manzato, Matteo, Wright, R. Scott , Jaffe, Allan S. , Vasile, Vlad C. , Manzato, Matteo , Manzato, Matteo , Jaffe, Allan S.

Mayo Clinic

Reviews in Cardiovascular Medicine | November 27, 2024 | Volume: 25 | Issue: 11 | Pages: No page available

10.31083/j.rcm2511393 | PMID 39618878 Get It

Lipoprotein a (Lp(a)) is a lipid biomarker that binds cholesterol and bears independent cardiovascular risk. Strategies to lower the level of Lp(a) and mitigate such risk are important both for primary and secondary prevention. Currently there are no approved therapies targeting Lp(a) directly. Lipid lowering therapies prescribed routinely may have no effect on Lp(a) levels. Some agents such as niacin and estrogens can significantly decrease Lp(a), but their use is not recommended due to their adverse safety profile. Statins increase Lp(a) levels by 10–20%, questioning the benefit of such therapy when this biomarker is elevated. The Food and Drug Administration (FDA) endorses new agents to address dyslipidemia such as proprotein convertase subtilisin/kexin type 9 inhibitors (PCSK9-i) and Inclisiran, a small interfering RNA. These approaches have been shown to also significantly reduce Lp(a), but more clinical data is needed before implementing their use in clinical practice. Clinical trials are currently ongoing to test the efficacy of newly developed antisense oligonucleotides and small interfering RNAs targeting the gene encoding for Lp(a) in hepatocytes, while other investigations assess small molecules that inhibit Lp(a) assembly. This review summarizes the pathophysiology and clinical implications of Lp(a) elevation, and focuses on proposed Lp(a) therapies and the current state of the clinical trials of such novel agents.
Evaluating large language models in echocardiography reporting: opportunities and challenges
Chao, Chieh-Ju, Banerjee, Imon , Arsanjani, Reza , Ayoub, Chadi , Tseng, Andrew S. , Delbrouck, Jean-Benoit, Kane, Garvan C. , López-Jiménez, Francisco , Oh, Jae K. , Fei-Fei, Li , Adeli, Ehsan, Tseng, A S , Erickson, Bradley, Banerjee, Imon , Lopez-Jimenez, Francisco , Arsanjani, Reza , Chao, Chieh‐Ju , Attia, Zachi I. , Erickson, Bradley J. , Adeli, Ehsan , Langlotz, Curtis P.

Mayo Clinic

European Heart Journal - Digital Health | November 27, 2024 | Volume: 6 | Issue: 3 | Pages: 326-339

10.1093/ehjdh/ztae086 | PMID 40395412 Get It

Abstract Aims The increasing need for diagnostic echocardiography tests presents challenges in preserving the quality and promptness of reports. While Large Language Models (LLMs) have proven effective in summarizing clinical texts, their application in echo remains underexplored. Methods and results Adult echocardiography studies, conducted at the Mayo Clinic from 1 January 2017 to 31 December 2017, were categorized into two groups: development (all Mayo locations except Arizona) and Arizona validation sets. We adapted open-source LLMs (Llama-2, MedAlpaca, Zephyr, and Flan-T5) using In-Context Learning and Quantized Low-Rank Adaptation fine-tuning (FT) for echo report summarization from ‘Findings’ to ‘Impressions.’ Against cardiologist-generated Impressions, the models’ performance was assessed both quantitatively with automatic metrics and qualitatively by cardiologists. The development dataset included 97 506 reports from 71 717 unique patients, predominantly male (55.4%), with an average age of 64.3 ± 15.8 years. EchoGPT, a fine-tuned Llama-2 model, outperformed other models with win rates ranging from 87% to 99% in various automatic metrics, and produced reports comparable to cardiologists in qualitative review (significantly preferred in conciseness (P < 0.001), with no significant preference in completeness, correctness, and clinical utility). Correlations between automatic and human metrics were fair to modest, with the best being RadGraph F1 scores vs. clinical utility (r = 0.42) and automatic metrics showed insensitivity (0–5% drop) to changes in measurement numbers. Conclusion EchoGPT can generate draft reports for human review and approval, helping to streamline the workflow. However, scalable evaluation approaches dedicated to echo reports remains necessary.
Long-term efficacy and safety of secukinumab in patients with moderate-to-severe hidradenitis suppurativa: week 104 results from the SUNSHINE and SUNRISE extension trial
Badat, Aysha, Giamarellos‐Bourboulis, Evangelos J. , Gottlieb, Alice B. , Jemec, Gregor B. E. , Reguiaï, Z. , Alarcón, Ivette , Gasperoni, Francesca , Martin, Ruvie, Paguet, Bertrand, Uhlmann, Lorenz , Zouater, Hichem , Ravichandran, Shoba, Giamarellos-Bourboulis, Evangelos J , Jemec, G B E , Kimball, Alexa B. , Bechara, Falk G. , Badat, Aysha, Villani, Axel Patrice , Bansal, Amita, Alavi, Afsáneh

Mayo Clinic

British Journal of Dermatology | November 27, 2024 | Volume: 192 | Issue: 4 | Pages: 629-640

10.1093/bjd/ljae469 | PMID 39611771 Get It

Abstract Background The SUNSHINE and SUNRISE phase III trials demonstrated sustained clinical efficacy of secukinumab in patients with moderate-to-severe hidradenitis suppurativa (HS) through 52 weeks. Patients completing the core trials could enter a 4-year extension trial. Objectives To evaluate the long-term efficacy, safety/tolerability and maintenance of clinical response to secukinumab through week 104 in the extension trial. Methods Patients with a hidradenitis suppurativa (HS) clinical response (HiSCR) at week 52 of the core trials (extension trial baseline visit) entered a randomized withdrawal period. HiSCR responders receiving subcutaneous secukinumab 300 mg every 2 or 4 weeks (SECQ2W/SECQ4W) through week 52 in the core trials were randomized 2 : 1 to continue secukinumab (SECQ2W-R-Q2W or SECQ4W-R-Q4W) or receive placebo (SECQ2W-R-PBO or SECQ4W-R-PBO) through week 104. The primary endpoint was time to loss of response (LOR; newly defined for this trial) through week 104 in week 52 HiSCR responders (SECQ2W-R-Q2W vs. SECQ2W-R-PBO and SECQ4W-R-Q4W vs. SECQ4W-R-PBO). Time to LOR was tested at 1.25% (one-sided) for each comparison (one-sided familywise alpha of 2.5%) through week 104. If LOR was met, patients could remain in the trial on open-label secukinumab treatment. Additional endpoints included safety and HiSCR. The trial was registered with ClinicalTrials.gov (NCT04179175). Results Overall, 84.3% of patients who completed the core trials entered the extension trial; 55.9% were week 52 HiSCR responders. The primary endpoint was not met for either secukinumab dosing regimen. The estimated risk reduction for LOR was 13% (SECQ2W-R-Q2W vs. SECQ2W-R-PBO; one-sided P = 0.25) and 30% (SECQ4W-R-Q4W vs. SECQ4W-R-PBO; one-sided P = 0.04). The median time to LOR was numerically longer in the secukinumab arms vs. placebo {SECQ2W-R-Q2W [283 days; 95% confidence interval (CI) 176, –] vs. SECQ2W-R-PBO [239 days; 95% CI 120, –]; SECQ4W-R-Q4W [365 days 95% CI 225, –] vs. SECQ4W-R-PBO [171 days; 95% CI 113–337]}. In week 52 HiSCR responders reporting LOR, 44% (SECQ2W-R-Q2W), 58% (SECQ2W-R-PBO), 40% (SECQ4W-R-Q4W) and 34% (SECQ4W-R-PBO) were achieving HiSCR at the time of LOR. Overall, the safety of secukinumab was consistent with the core trials. Conclusions The primary endpoint of this trial was not met. HiSCR was maintained in many patients at the time of LOR. The safety of secukinumab was consistent with the previously characterized safety profile in the core trials.
Increased occurrence of malignancy before and after chemoradiation for anal squamous cell carcinoma: a multi-institutional analysis
Kumar, Ritesh , Hallemeier, Chris L., Lu, Shou‐En , Hristidis, Vasilis , Jethwa, Krishan R. , Baclay, J.R.M. , Chakrani, Z., Haddock, Michael G. , Toesca, Diego A.S. , Pollom, Erqi L., Jethwa, Krishan , Baclay, J Richelcyn M , Manne, Veeraswamy , Chakrani, Zakaria , Toesca, Diego Augusto Santos, Pollom, Erqi Liu , Wu, Abraham J , Sandhyavenu, Harigopal , Romesser, Paul B , Jabbour, Salma K , Chang, Daniel T. , Hathout, Lara , Sandhyavenu, Harigopal , Romesser, Paul B.

Mayo Clinic

JNCI: Journal of the National Cancer Institute | November 27, 2024 | Volume: 117 | Issue: 4 | Pages: 772-780

10.1093/jnci/djae309 | PMID 39626307 Get It

Abstract Background Anal squamous cell carcinoma is a rare cancer with increased occurrence of multiple cancers before and after the anal squamous cell carcinoma diagnosis. However, there are limited data on this aspect. This multi-institutional analysis aimed to define the occurrence of malignancies before and after anal squamous cell carcinoma, time trends, and impact on survival and to identify prognostic factors. Methods Initial primary malignancy was defined as a malignancy occurring before the anal squamous cell carcinoma. Second primary malignancy was defined as a distinct primary cancer that developed after anal squamous cell carcinoma diagnosis. Retrospective multi-institutional chart review was done. Progression-free survival (PFS), overall survival, and prognostic factors were evaluated. Results A total of 647 patients with anal squamous cell carcinoma treated with curative intent were analyzed. Median age was 61.2 years with 72% as females. Of these, 150 (23.3%) patients had multiple malignancies with initial primary malignancy in 16% and second primary malignancy in 8%. Patients without prior cancer had better 5-year PFS (81.2% vs 67.2%, P = .011) and overall survival (81% vs 69%, P = .008) compared with those with prior cancer. Second primary malignancies had a statistically significant adverse impact on PFS (hazard ratio [HR] = 4.22) and overall survival (HR = 3.56). Females had better 5-year PFS (82% vs 70%, P = .016) as compared with males. The median time interval for developing anal squamous cell carcinoma (as second primary malignancy) after initial primary malignancy was 9.32 years. Conclusions Anal squamous cell carcinoma patients have an increased risk of multiple malignancies. These patients who have prior cancers have inferior outcomes. Second primary malignancy is a poor prognostic factor in patients with anal cancer. Second primary malignancy can develop years after treatment of primary anal squamous cell carcinoma.
Applying Conformal Prediction to a Deep Learning Model for Intracranial Hemorrhage Detection to Improve Trustworthiness
Gamble, Cooper U. , Faghani, Shahriar , Erickson, Bradley J. , Gamble, Cooper , Erickson, Bradley J , Faghani, Shahriar

Mayo Clinic

Radiology: Artificial Intelligence | November 27, 2024 | Volume: 7 | Issue: 2 | Pages: No page available

10.1148/ryai.240032 | PMID 39601654 Get It

An uncertainty-aware deep learning model developed using Mondrian conformal prediction demonstrated high performance in intracranial hemorrhage detection on noncontrast head CT volumes and high accuracy in identifying challenging cases.
Contrast Media in Children: Ten Important Concepts on Administration, Applications, Complications, and Environmental Considerations, From the AJR Special Series on Contrast Media
Forbes-Amrhein, Monica M., Chow, Jeanne S. , Kim, Helen H. R. , Krishnamurthy, Rajesh , McDonald, R.J. , Scheller, Leah G., Stein, Deborah R., Callahan, Michael J. , Horst, Kelly K. , Maloney, Ezekiel J. , Gilligan, Leah A.

Mayo Clinic

American Journal of Roentgenology | November 27, 2024 | Volume: 225 | Issue: 4 | Pages: No page available

10.2214/ajr.24.32009 | PMID 39602099 Get It

Ancestral Differences in Anticancer Treatment Efficacy and Their Underlying Genomic and Molecular Alterations
Luo, Mei , Yang, Jingwen , Schäffer, Alejandro A. , Chen, Chengxuan , Liu, Yuan , Chen, Yamei , Lin, Chunru , Diao, Lixia , Zang, Yong , Lou, Yanyan , Salman, Huda , Mills, Gordon B , Ruppin, Eytan , Han, Leng , Salman, Huda , Mills, Gordon B. , Han, Leng

Mayo Clinic

Cancer Discovery | November 27, 2024 | Volume: 15 | Issue: 3 | Pages: 511-529

10.1158/2159-8290.cd-24-0827 | PMID 39601595 Get It

Abstract Systematic multiomic analysis has revealed ancestry-dependent molecular alterations, but their impact on the efficacy of anticancer treatment is yet largely unknown. In this study, we analyzed clinical trials from ClinicalTrials.gov and found that only 8,779/102,721 (8.5%) oncology clinical trials posted information on enrollment by race/ethnicity. The underrepresentation of non-White populations suggests that it remains challenging to determine differences in the efficacy of antitumor treatments among different racial groups. Through a comprehensive analysis of clinically actionable genes, imputed drug responses, and immune features, we identified potential differences in treatment responses to targeted therapy, chemotherapy, and immunotherapy between different ancestral populations. Further analysis of multiple independent cohorts confirmed some of our key findings. Such potential ancestral effects are also identified in response to emerging new treatments like chimeric antigen receptor T-cell therapy and proteolysis-targeting chimeras. These findings are made publicly available in a comprehensive web portal, Ancestral Differences of Efficacy in Cancers (https://hanlaboratory.com/ADEC), to facilitate their further investigation. Significance: Our study charts a global landscape of ancestry-associated differences in therapeutic efficacy, highlighting the importance of considering ancestry in anticancer therapies.
Prediction of lung disease in children with laryngotracheoesophageal clefts
EA, Hosfield, HC, Patten, PE, Hopson, Cofer, Shelagh A. , JP, Wiedermann, Boesch, R. Paul , Hosfield, Emily A., Hopson, Puanani

Mayo Clinic

No container title available | November 27, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.22541/au.173271444.48009559/v1 Get It

Introduction: Laryngotracheoesophageal clefts (LTEC) are well-known aspiration-associated lesions. Results of swallow studies, and respiratory, feeding, and swallowing symptoms are commonly used indications for repair, despite being unclear predictors of disease. Although lung inflammation and injury are primary concerns, such findings are uncommonly and inconsistently evaluated and reported and therefore it remains unclear how well swallow studies predict lung disease. Methods: Children seen in our Aerodigestive program 10/1/2012 and 9/30/2023, with a LTEC and a videofluoroscopic swallow study (VFSS) or flexible endoscopic evaluation of swallowing (FEES) were included. Data regarding clinical history and risk factors, BAL, chest CT, and impedance probe results were abstracted, along with VFSS/FEES results and functional oral intake scale (FOIS-P/I) at baseline and follow-up. Results: 82 subjects identified. Lung inflammation and bronchiectasis were common and correlated. Clinical factors, impedance probe, and the presence/severity of swallowing abnormalities on VFSS/FEES were not predictive of lung disease. 57 patients underwent LTEC repair for a range of indications, only 49% based on CT and/or BAL findings. LTEC repair was associated with a trend towards improvement feeding and swallowing, yet none of these met statistical significance. Discussion: Children with LTEC have a high prevalence of inflammatory lung disease and injury and undergo repair for a variety of reasons. The insufficient ability of swallow study to identify patients with lung disease suggests that such studies identify functional abnormalities but not a disease state, per se. Nevertheless, LTEC repair is associated with improvements in feeding and swallowing in a subset of patients.