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1410 citation(s) found for "Wu, Christina".

Breast Cancer Polygenic-Risk Score Influence on Risk-Reducing Endocrine Therapy Use: Genetic Risk Estimate (GENRE) Trial 1-Year and 2-Year Follow-Up
Stan, Daniela , Kim, Julian O. , Schaid, Daniel J. , Carlson, Erin E. , Kim, Christina , Couch, Fergus J. , Vachon, Celine M. , Cooke, Andrew , Goldenberg, Benjamin A. , Pruthi, Sandhya , Couch, Fergus J. , Stan, Daniela L , Kim, Christina A , Sinnwell, Jason P , Vachon, Celine M. , Cooke, Andrew L , Goldenberg, Benjamin , Pruthi, Sandhya , Sinnwell, Jason P.

Mayo Clinic

Cancer Prevention Research | December 28, 2023 | Volume: 17 | Issue: 2 | Pages: 77-84

10.1158/1940-6207.capr-23-0256 | PMID 38154464 Get It

Abstract Refinement of breast cancer risk estimates with a polygenic-risk score (PRS) may improve uptake of risk-reducing endocrine therapy (ET). A previous clinical trial assessed the influence of adding a PRS to traditional risk estimates on ET use. We stratified participants according to PRS-refined breast cancer risk and evaluated ET use and ET-related quality of life (QOL) at 1-year (previously reported) and 2-year follow-ups. Of 151 participants, 58 (38.4%) initiated ET, and 22 (14.6%) discontinued ET by 2 years; 42 (27.8%) and 36 (23.8%) participants were using ET at 1- and 2-year follow-ups, respectively. At the 2-year follow-up, 39% of participants with a lifetime breast cancer risk of 40.1% to 100.0%, 18% with a 20.1% to 40.0% risk, and 16% with a 0.0% to 20.0% risk were taking ET (overall P = 0.01). Moreover, 40% of participants whose breast cancer risk increased by 10% or greater with addition of the PRS to a traditional breast cancer-risk model were taking ET versus 0% whose risk decreased by 10% or greater (P = 0.004). QOL was similar for participants taking or not taking ET at 1- and 2-year follow-ups, although most who discontinued ET did so because of adverse effects. However, these QOL results may have been skewed by the long interval between QOL surveys and lack of baseline QOL data. PRS-informed breast cancer prevention counseling has a lasting, but waning, effect over time. Additional follow-up studies are needed to address the effect of PRS on ET adherence, ET-related QOL, supplemental breast cancer screening, and other risk-reducing behaviors. Prevention Relevance: Risk-reducing medications for breast cancer are considerably underused. Informing women at risk with precise and individualized risk assessment tools may substantially affect the incidence of breast cancer. In our study, a risk assessment tool (IBIS-polygenic-risk score) yielded promising results, with 39% of women at highest risk starting preventive medication.
Race, Gene Expression Signatures, and Clinical Outcomes of Patients With High-Risk Early Breast Cancer
Kyalwazi, Beverly , Campbell, Michael J. , Chien, A. Jo , Forero-Torres, Andres , Ellis, Erin D. , Albain, Kathy S. , Haley, Barbara , Clark, Amy S. , Nanda, Rita , Yung, Rachel L. , Tripathy, Debasish , Edmiston, Kristen K., Viscusi, Rebecca K., Northfelt, Donald W. , Khan, Qamar J. , Asare, Smita , Wilson, Amy , Hirst, Gillian L. , Lu, Ruixiao , Symmans, W. Fraser , Yee, Douglas , Veer, Laura van ‘t , Esserman, Laura J. , Olopade, Olufunmilayo I. , Tripathy, Debu , Olopade, Olufunmilayo I , Symmans, W Fraser , Esserman, Laura J , Hirst, Gillian L , Yee, Douglas , Yau, Christina , Yoshimatsu, Toshio F. , Wallace, Anne M. , Pusztai, Lajos , Blaes, Anne , Boughey, Judy C. , Elias, Anthony , Isaacs, Claudine , Han, Hyo S , DeMichele, Angela , Veer, Laura J. van’t

Mayo Clinic

JAMA Network Open | December 28, 2023 | Volume: 6 | Issue: 12 | Pages: e2349646

10.1001/jamanetworkopen.2023.49646 | PMID 38153734 Get It

ImportanceThere has been little consideration of genomic risk of recurrence by breast cancer subtype despite evidence of racial disparities in breast cancer outcomes.ObjectiveTo evaluate associations between clinical trial end points, namely pathologic complete response (pCR) and distant recurrence–free survival (DRFS), and race and examine whether gene expression signatures are associated with outcomes by race.Design, Setting, and ParticipantsThis retrospective cohort study used data from the Investigation of Serial Studies to Predict Your Therapeutic Response With Imaging and Molecular Analysis 2 (I-SPY 2) multicenter clinical trial of neoadjuvant chemotherapy with novel agents and combinations for patients with previously untreated stage II/III breast cancer. Analyses were conducted of associations between race and short- and long-term outcomes, overall and by receptor subtypes, and their association with 28 expression biomarkers. The trial enrolled 990 female patients between March 30, 2010, and November 5, 2016, with a primary tumor size of 2.5 cm or greater and clinical or molecular high risk based on MammaPrint or hormone receptor (HR)-negative/ERBB2 (formerly HER2 or HER2/neu)–positive subtyping across 9 arms. This data analysis was performed between June 10, 2021, and October 20, 2022.ExposureRace, tumor receptor subtypes, and genomic biomarker expression of early breast cancer.Main Outcomes and MeasuresThe primary outcomes were pCR and DRFS assessed by race, overall, and by tumor subtype using logistic regression and Cox proportional hazards regression models. The interaction between 28 expression biomarkers and race, considering pCR and DRFS overall and within subtypes, was also evaluated.ResultsThe analytic sample included 974 participants (excluding 16 self-reporting as American Indian or Alaska Native, Native Hawaiian or Other Pacific Islander, or multiple races due to small sample sizes), including 68 Asian (7%), 120 Black (12%), and 786 White (81%) patients. Median (range) age at diagnosis was 47 (25-71) years for Asian, 49 (25-77) for Black, and 49 (23-73) years for White patients. The pCR rates were 32% (n = 22) for Asian, 30% for Black (n = 36), and 32% for White (n = 255) patients (P = .87). Black patients with HR-positive/ERBB2-negative tumors not achieving pCR had significantly worse DRFS than their White counterparts (hazard ratio, 2.28; 95% CI, 1.24-4.21; P = .01), with 5-year DRFS rates of 55% (n = 32) and 77% (n = 247), respectively. Black patients with HR-positive/ERBB2-negative tumors, compared with White patients, had higher expression of an interferon signature (mean [SD], 0.39 [0.87] and −0.10 [0.99]; P = .007) and, compared with Asian patients, had a higher mitotic score (mean [SD], 0.07 [1.08] and −0.69 [1.06]; P = .01) and lower estrogen receptor/progesterone receptor signature (mean [SD], 0.31 [0.90] and 1.08 [0.95]; P = .008). A transforming growth factor β signature had a significant association with race relative to pCR and DRFS, with a higher signature associated with lower pCR and worse DRFS outcomes among Black patients only.Conclusions and RelevanceThe findings show that women with early high-risk breast cancer who achieve pCR have similarly good outcomes regardless of race, but Black women with HR-positive/ERBB2-negative tumors without pCR may have worse DRFS than White women, highlighting the need to develop and test novel biomarker-informed therapies in diverse populations.
Tangle and neuritic burden from neurofibrillary tangle maturity markers in the hippocampus are differentially correlated to tau‐PET, MRI, and cognitive measures
Peng, Zhongwei , Wood, Ashley , Rothberg, Darren M., Rutledge, Matthew H., Hofrenning, Ekaterina I. , Petersen, Ronald C. , Reichard, Ross R., Lowe, Val J. , Moloney, Christina M. , Wood, Ashley C., Machulda, Mary M. , Jack, Clifford R. , Dickson, Dennis W. , Nguyen, Aivi T. , Carter, Rickey E. , Vemuri, Prashanthi , Murray, Melissa E.

Mayo Clinic

Alzheimer's & Dementia | December 25, 2023 | Volume: 19 | Issue: S15 | Pages: No page available

10.1002/alz.077920 Get It

AbstractBackgroundThere is a gap in knowledge concerning which tangle maturity levels (Moloney, Alzheimers Dement, 2021) are associated with antemortem measures (tau‐PET, MRI, cognitive testing). We hypothesized antemortem measures would be more strongly correlated with markers recognizing middling to advanced tangle maturity. We additionally sought to assess the strength of the relationship with tangle and neuritic pathology recognized by tangle maturity markers.MethodPosterior hippocampi from n = 30 cases with antemortem measures ≤3 years prior to death were cut (5µm) and immunostained with tau antibodies to evaluate early (AT8), middling (PHF‐1), or advanced (2E9) tangle maturity. GENIE (pattern recognition software) separated tangle from neuritic burden (Figure). Hippocampus, parahippocampus, and fusiform were analyzed to correlate digital pathology with flortaucipir tau‐PET standard uptake value ratio (SUVr, cerebellar crus normalization), MRI volume/thickness, and cognitive measures which included Auditory Verbal Learning Test (AVLT) delayed recall, Mini‐Mental State Exam (MMSE), and Clinical Dementia Rating (CDR).ResultThe strongest relationships observed with flortaucipir were with PHF‐1 and 2E9 burden (Table). AT8 tangle and neuritic burden correlations with flortaucipir were relatively similar in the hippocampus but were stronger with neuritic pathology in parahippocampus and fusiform. PHF‐1 tangle and neuritic burden correlations were relatively similar with flortaucipir. 2E9 correlations were stronger with neuritic pathology in hippocampus. MRI measures were more strongly correlated with PHF‐1 and 2E9 burden. AT8 tangle and neuritic burden were correlated with fusiform thickness. The correlations between MRI measures and 2E9 tangle and neuritic burden were similar. Correlations between cognitive measures were similar between tangle maturity markers. AVLT delayed recall correlated with all tangle maturity markers, but neuritic burden was stronger for AT8 and 2E9 in hippocampus compared to tangle burden. MMSE correlated with neuritic burden for all tangle maturity markers. CDR remained statistically non‐significant.ConclusionInterpretation of the strength of the relationship between tau burden and antemortem measures differed across tangle maturity markers. Neuroimaging measures may be more sensitive to middle/advanced maturity markers with limited differences between tangle and neuritic pathology. These findings may be biologically relevant and imply either a limited recognition of tangles depending on antibody epitope, and/or may represent the clinicoradiologic impact of increasing neuritic burden.
Abstract 17216: Limited Concordance of Core Lab Left Ventricular Ejection Fraction With Automated Assessments: A Sub-Study From VALOR-HCM
Parizher, Gary , Owens, Anjali , Wolski, Kathy , Geske, Jeffrey B. , Lakdawala, Neal K. , Naidu, Srihari S. , Smedira, Nicholas G. , McErlean, Ellen, Sewell, Christina , Lampl, Kathy, Sehnert, Amy J. , Nissen, Steven E. , Desai, Milind Y. , Cremer, Paul , Geske, Jeffrey B , Cremer, Paul C , Jaber, Wael A. , Saberi, Sara , Wang, Andrew , Sherrid, Mark V. , Fifer, Michael A. , Fermin, David , Schaff, Hartzell V.

Mayo Clinic

Circulation | December 19, 2023 | Volume: 148 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.148.suppl_1.17216 Get It

Introduction: The performance of automated left ventricular ejection fraction (LVEF) assessment in patients with altered cardiac chamber geometry, such as those with obstructive hypertrophic cardiomyopathy (HCM), is not well described. Aims: Accurate assessment of LVEF is required for dose titration and continuation of myosin inhibitors in obstructive HCM. From the VALOR-HCM trial (NCT04349072), the agreement of two commercially available software packages was compared with blinded core lab assessment of LVEF. Methods: From baseline and week 16, among 112 patients randomized to either mavacamten or placebo, 178 echocardiograms were analyzed. Representative clips were manually selected, and automated LVEFs were calculated. Comparisons of LVEFs were made using Pearson’s correlation coefficients and Bland-Altman analysis. Results: With core lab assessment, the overall median LVEF was 68% (Q1 66%, Q3 70%). The correlation with vendor 1 was moderate (r = 0.47, 95% CI 0.35-0.58, p <0.001) and weak with vendor 2 (r =0.21, 95% CI 0.07-0.35, p =0.004). Correlation was also weak between vendor 1 and 2 (r = 0.14, 95% CI 0.00-0.28, p = 0.06). Vendors 1 and 2 had an underestimation bias of LVEF of 8% (95% CI 6-9%) and 8% (95% CI 7-9%), respectively, compared to core lab LVEF (Figure 1). Conclusions: In VALOR-HCM, the concordance of LVEF between different commercially available software packages with each other and with a core lab assessment was limited. Further study is needed to evaluate and improve the performance of automated LVEF tools in obstructive HCM patients who have altered cardiac chamber geometry.
Neoadjuvant Trebananib plus Paclitaxel-based Chemotherapy for Stage II/III Breast Cancer in the Adaptively Randomized I-SPY2 Trial—Efficacy and Biomarker Discovery
Albain, Kathy S. , Yau, Christina , Petricoin, Emanuel F. , Wolf, Denise M. , Lang, Julie E. , Chien, A. Jo , Haddad, Tufia C. , Forero-Torres, Andres , Wallace, Anne M. , Kaplan, Henry G. , Euhus, David , Nanda, Rita , Clark, Amy S. , Godellas, Constantine , Tripathy, Debu , Lu, Janice , Yung, Rachel L. , Wulfkuhle, Julia , Krings, Gregor , Chen, Yunn‐Yi , Potter, David A. , Stringer-Reasor, Erica , Blair, Sarah L. , Asare, Smita , Wilson, Amy , Hirst, Gillian L. , Singhrao, Ruby , Buxton, Meredith , Clennell, Julia L. , Sanil, Ashish, Matthews, Jeffrey B. , Melisko, Michelle , Perlmutter, Jane , Symmans, W. Fraser , Veer, Laura J. van’t , Yee, Douglas , Berry, Donald A. , Haddad, Tufia C , Kaplan, Henry , Pusztai, Lajos , Euhus, David , Nanda, Rita , Elias, Anthony D , Clark, Amy S , Godellas, Constantine , Boughey, JC , Isaacs, Claudine , Tripathy, Debasish , Lu, Janice , Yung, Rachel L , Gallagher, Rosa I , Wulfkuhle, Julia D , Brown-Swigart, Lamorna , Krings, Gregor , Chen, Yunn Yi , Potter, David A , Stringer-Reasor, Erica , Blair, Sarah L , Asare, Smita M , Wilson, Amy , Hirst, Gillian L , Singhrao, Ruby , Buxton, Meredith , Clennell, Julia L , Berry, Scott , Asare, Adam L , Matthews, Jeffrey B , DeMichele, Angela , Hylton, Nola M. , Melisko, Michelle , Perlmutter, Jane , Rugo, Hope S , Symmans, W Fraser , Yee, Douglas , Berry, Donald , Esserman, Laura J , Pusztai, Lajos , Elias, Anthony , Boughey, Judy C. , Isaacs, Claudine , Gallagher, Rosa I. , Swigart, Lamorna Brown , Asare, Adam L. , DeMichele, Angela , Rugo, Hope S. , Esserman, Laura J.

Mayo Clinic

Clinical Cancer Research | December 18, 2023 | Volume: 30 | Issue: 4 | Pages: 729-740

10.1158/1078-0432.ccr-22-2256 | PMID 38109213 Get It

Abstract Purpose: The neutralizing peptibody trebananib prevents angiopoietin-1 and angiopoietin-2 from binding with Tie2 receptors, inhibiting angiogenesis and proliferation. Trebananib was combined with paclitaxel±trastuzumab in the I-SPY2 breast cancer trial. Patients and Methods: I-SPY2, a phase II neoadjuvant trial, adaptively randomizes patients with high-risk, early-stage breast cancer to one of several experimental therapies or control based on receptor subtypes as defined by hormone receptor (HR) and HER2 status and MammaPrint risk (MP1, MP2). The primary endpoint is pathologic complete response (pCR). A therapy “graduates” if/when it achieves 85% Bayesian probability of success in a phase III trial within a given subtype. Patients received weekly paclitaxel (plus trastuzumab if HER2-positive) without (control) or with weekly intravenous trebananib, followed by doxorubicin/cyclophosphamide and surgery. Pathway-specific biomarkers were assessed for response prediction. Results: There were 134 participants randomized to trebananib and 133 to control. Although trebananib did not graduate in any signature [phase III probabilities: Hazard ratio (HR)-negative (78%), HR-negative/HER2-positive (74%), HR-negative/HER2-negative (77%), and MP2 (79%)], it demonstrated high probability of superior pCR rates over control (92%–99%) among these subtypes. Trebananib improved 3-year event-free survival (HR 0.67), with no significant increase in adverse events. Activation levels of the Tie2 receptor and downstream signaling partners predicted trebananib response in HER2-positive disease; high expression of a CD8 T-cell gene signature predicted response in HR-negative/HER2-negative disease. Conclusions: The angiopoietin (Ang)/Tie2 axis inhibitor trebananib combined with standard neoadjuvant therapy increased estimated pCR rates across HR-negative and MP2 subtypes, with probabilities of superiority &gt;90%. Further study of Ang/Tie2 receptor axis inhibitors in validated, biomarker-predicted sensitive subtypes is warranted.
Oncologic Safety of Close Margins in Patients With Low- to Intermediate-Grade Major Salivary Gland Carcinoma
Sajisevi, Mirabelle , Nguyen, Kenny , Holcomb, Andrew J. , Vural, Emre , Davis, Kyle P. , Plonowska‐Hirschfeld, Karolina A. , Stein, John S. , Eskander, Antoine , Enepekides, Danny , Hier, Michael P. , Ryan, William R. , Section, American Head and Neck Society Salivary Gland, Aulet, Ricardo , Bell, Rebecca K. , Blasco, Michael A., Bowmaster, Vanessa B., Burruss, Clayton P. , Chung, Jeffson , Coffey, Charles S. , Cordero, Joehassin , Donovan, John, Du, Yue , Feinberg, Philip A. , Garvey, Emily A. , Goldstein, David P. , Goulart, Rafael Nunes, Grasl, Stefan , Giurintano, Jonathan P. , Hara, Jared H. , Hinni, Michael L., Hua, Nadia , Johnson‐Obaseki, Stephanie , Kalman, Noah S. , Khaja, Sobia F. , Ku, Jamie A., Lambert, Arnaud, Luu, Bao K. , Magliocca, Kelly R. , Santos, Luiz Roberto Medina dos , Michael, C. A., Miles, Brett A., Melo, Giulianno Molina de , Moore, Michael G. , Morand, Grégoire B. , Moura, Kauê, Mukdad, Laith , Noroozi, Hesameddin, Patel, Rusha , Paydarfar, Joseph A. , Savaria, Fabrice N., Shapiro, Justin , Stokes, William A. , Sulibhavi, Anita , Vendra, Varun , Vinh, Daniel , Virgen, Celina G. , Wooten, Christian , Woody, N.M. , Young, Geoffrey D., de Melo, Giulianno Molina , Morand, Gregoire B , CALLAS, PETER W. , Thomas, Carissa M. , Kakarala, Kiran , Section, American Head and Neck Society Salivary Gland, Asarkar, Ameya A , Chan, Kimberly , Chang, Brent A. , Cognetti, David M. , Cooper, Dylan Jacob , Donovan, John, Dundar, Yusuf , Dedivitis, Rogerio , Edwards, Heather , Erović, Boban M. , Goodman, Joseph , Goyal, Neerav , Gupta, Nikita , Habib, Andy , Hackman, Trevor , Henson, Christina , Juloori, Aditya , Kejner, Alexandra E , Michael, Cara, Sadeghi, Nader , Schmitt, Nicole C. , Shaver, Timothy B , Stoeckli, Sandro Johannes , John, Maie A. St. , Tasoulas, Jason

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JAMA Otolaryngology–Head & Neck Surgery | December 14, 2023 | Volume: 150 | Issue: 2 | Pages: 107

10.1001/jamaoto.2023.3952 | PMID 38095911 Get It

ImportancePostoperative radiation therapy for close surgical margins in low- to intermediate-grade salivary carcinomas lacks multi-institutional supportive evidence.ObjectiveTo evaluate the oncologic outcomes for low- and intermediate-grade salivary carcinomas with close and positive margins.Design, Setting, and ParticipantsThe American Head and Neck Society Salivary Gland Section conducted a retrospective cohort study from 2010 to 2019 at 41 centers. Margins were classified as R0 (negative), R1 (microscopically positive), or R2 (macroscopically positive). R0 margins were subclassified into clear (&amp;gt;1 mm) or close (≤1 mm). Data analysis was performed from June to October 2023.Main Outcomes and MeasuresMain outcomes were risk factors for local recurrence.ResultsA total of 865 patients (median [IQR] age at surgery, 56 [43-66] years; 553 female individuals [64%] and 312 male individuals [36%]) were included. Of these, 801 (93%) had parotid carcinoma and 64 (7%) had submandibular gland carcinoma, and 748 (86%) had low-grade tumors and 117 (14%) had intermediate-grade tumors, with the following surgical margins: R0 in 673 (78%), R1 in 168 (19%), and R2 in 24 (3%). Close margins were found in 395 of 499 patients with R0 margins (79%), for whom margin distances were measured. A total of 305 patients (35%) underwent postoperative radiation therapy. Of all 865 patients, 35 (4%) had local recurrence with a median (IQR) follow-up of 35.3 (13.9-59.1) months. In patients with close margins as the sole risk factor for recurrence, the local recurrence rates were similar between those who underwent postoperative radiation therapy (0 of 46) or observation (4 of 165 [2%]). Patients with clear margins (n = 104) had no recurrences. The local recurrence rate in patients with R1 or R2 margins was better in those irradiated (2 of 128 [2%]) compared to observed (13 of 64 [20%]) (hazard ratio [HR], 0.05; 95% CI, 0.01-0.24). Multivariable analysis for local recurrence found the following independent factors: age at diagnosis (HR for a 10-year increase in age, 1.33; 95% CI, 1.06-1.67), R1 vs R0 (HR, 5.21; 95% CI, 2.58-10.54), lymphovascular invasion (HR, 4.47; 95% CI, 1.43-13.99), and postoperative radiation therapy (HR, 0.10; 95% CI, 0.04-0.29). The 3-year local recurrence-free survivals for the study population were 96% vs 97% in the close margin group.Conclusions and RelevanceIn this cohort study of patients with low- and intermediate-grade major salivary gland carcinoma, postoperative radiation therapy for positive margins was associated with decreased risk of local recurrence. In isolation from other risk factors for local recurrence, select patients with close surgical margins (≤1 mm) may safely be considered for observation.
1226: DEVELOPING AND VALIDATING A DASHBOARD TO OPTIMIZE BETA-LACTAM THERAPY IN CRITICALLY ILL PATIENTS
Sammani, Jude, Schmerbauch, Barb, Ausman, Sara , Kooda, Kirstin , Schreier, Diana J., Wessel, Rebecca J , Frazee, Erin N. , Ausman, Sara E , Rivera, Christina G.

Mayo Clinic

Critical Care Medicine | December 14, 2023 | Volume: 52 | Issue: 1 | Pages: S585-S585

10.1097/01.ccm.0001003068.85438.bc Get It

Nicotinic receptors in airway disease
Borkar, Niyati A. , Bartman, Colleen M. , Khalfaoui, Latifa, Sine, Steven M. , Sathish, Venkatachalem , Prakash, Y. S. , Pabelick, Christina M. , Bartman, Colleen M , Sine, Steven, Sathish, Venkatachalem , Prakash, Y S , Pabelick, Christina M , Thompson, Michael A.

Mayo Clinic

American Journal of Physiology-Lung Cellular and Molecular Physiology | December 12, 2023 | Volume: 326 | Issue: 2 | Pages: L149-L163

10.1152/ajplung.00268.2023 | PMID 38084408 Get It

With continued smoking of tobacco products and expanded use of nicotine delivery devices worldwide, understanding the impact of smoking and vaping on respiratory health remains a major global unmet need. Although multiple studies have shown a strong association between smoking and asthma, there is a relative paucity of mechanistic understanding of how elements in cigarette smoke impact the airway. Recognizing that nicotine is a major component in both smoking and vaping products, it is critical to understand the mechanisms by which nicotine impacts airways and promotes lung diseases such as asthma. There is now increasing evidence that α7 nicotinic acetylcholine receptors (α7nAChRs) are critical players in nicotine effects on airways, but the mechanisms by which α7nAChR influences different airway cell types have not been widely explored. In this review, we highlight and integrate the current state of knowledge regarding nicotine and α7nAChR in the context of asthma and identify potential approaches to alleviate the impact of smoking and vaping on the lungs.
Gender-Specific Machine Learning Models to Predict Unplanned Return to Operating Room Following Primary Total Shoulder Arthroplasty
Letter, Christina, Kim, Annie , Gupta, Puneet , Cong, Ting , Liu, Hongfang , Tafti, Ahmad P

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2023 IEEE 11th International Conference on Healthcare Informatics (ICHI) | December 11, 2023 | Volume: No volume available | Issue: No issue available | Pages: 717-721

10.1109/ichi57859.2023.00131 Get It