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614 citation(s) found for "Ma, Terry".

Association of GATA4 sequence variation with alcohol dependence
Karpyak, Victor M. , Winham, Stacey J. , Cunningham, Julie M. , Lewis, Kriste A., Geske, Jennifer R. , Colby, Colin , Hall‐Flavin, Daniel K., Loukianova, Larissa L., Schneekloth, Terry D. , Frye, Mark A. , Heit, John A. , Mrazek, David A. , Biernacka, Joanna M. , Abulseoud, Osama A. , Winham, Stacey J , Karpyak, Victor , Geske, Jennifer

Addiction Biology | August 3, 2012 | Volume: 19 | Issue: 2 | Pages: 312-315

10.1111/j.1369-1600.2012.00482.x | PMID 22862823 Get It

AbstractTo further explore reports of association of alcohol dependence and response to acamprosate treatment with the GATA4 rs13273672 single nucleotide polymorphism (SNP), we genotyped this and 10 other GATA4 SNPs in 816 alcohol‐dependent cases and 1248 controls. We tested for association of alcohol dependence with the 11 SNPs individually and performed a global test for association using a principle components analysis. Our analyses demonstrate significant association between GATA4 and alcohol dependence at the gene level (P = 0.009) but no association with rs13273672. Further studies are needed to identify potential causal GATA4 variation(s) and the functional mechanism(s) contributing to this association.
Chronic Oral Endothelin Type A Receptor Antagonism in Experimental Heart Failure
Borgeson, Daniel D., Grantham, J. Aaron, Williamson, Eric E. , Luchner, Andreas, Redfield, Margaret M. , Opgenorth, Terry J., Burnett, John C.

Hypertension | June 12, 2012 | Volume: 31 | Issue: 3 | Pages: 766-770

10.1161/01.hyp.31.3.766 | PMID 9495259 Get It

Abstract—Endothelin-1 (ET-1) is a cardiovascular peptide that binds to two distinct receptors, ETAand ETB, resulting in systemic and regional vasoconstriction, alteration in sodium excretion, mitogenesis, and release of other vasoactive peptides such as atrial natriuretic peptide (ANP). A role for ET-1 has been proposed in congestive heart failure (CHF) based on the increase in circulating ET-1 in this cardiovascular disease state. The present study determined the cardiorenal and endocrine responses to chronic selective oral ETAantagonism in experimental CHF. Two groups of conscious dogs underwent 21 days of pacing-induced CHF. These groups included a control untreated group (n=6) and a group that received an orally active ETAreceptor antagonist (A-127722, Abbott Pharmaceuticals, 5mg/kg PO bid, n=6). Each group was studied at baseline before the onset of CHF and after 14 and 21 days of CHF. Compared with the CHF control group, the ETAreceptor antagonism group at 14 days of CHF showed lower mean arterial pressure and systemic vascular resistance. Similarly, ETAreceptor antagonism markedly attenuated the increase in circulating ANP despite similar atrial pressures. At 21 days of CHF, ETAreceptor antagonism lowered pulmonary artery pressure, pulmonary vascular resistance, and systemic vascular resistance in association with a higher cardiac output. Plasma ANP remained suppressed. Despite the lower mean arterial pressure and circulating ANP in the ETAreceptor antagonist group, the absolute decrease in sodium excretion from baseline was less compared with the untreated CHF control group. The present investigation supports the conclusion that endogenous ET-1 participates in the systemic and pulmonary vasoconstriction, the elevation of ANP, and the sodium retention that characterize this model of experimental CHF, suggesting a potential therapeutic role for ETAreceptor antagonism in CHF.
Selective ET A Receptor Antagonism Reduces Neointimal Hyperplasia in a Porcine Coronary Stent Model
McKenna, Charles J., Burke, Sandra E., Opgenorth, Terry J., Padley, Robert J., Camrud, Ladonna J., Camrud, Allan R., Carlson, Paula J., Holmes, David R. , Schwartz, Robert S., Johnson, Jodi L. , Lerman, Amir

Circulation | June 12, 2012 | Volume: 97 | Issue: 25 | Pages: 2551-2556

10.1161/01.cir.97.25.2551 | PMID 9657476 Get It

Background —As endothelin binds to ET A receptors, it stimulates vascular smooth muscle cell proliferation and may thus be pivotally involved in the pathogenesis of restenosis. This study assessed the ability of a potent and selective ET A antagonist to reduce neointimal hyperplasia in a porcine coronary artery stented injury model. Methods and Results —Fifty-five pigs were randomized to receive placebo or the oral ET A -selective antagonist ABT147627 twice daily for 28 days in one of three doses: 0.75 mg/kg (low), 3.75 mg/kg (mid), and 10.0 mg/kg (high). Each underwent oversized stent deployment in two randomly assigned major epicardial coronary arteries. Three animals (5.5%) died as a consequence of stent thrombosis within 24 hours of the procedure. The remaining 52 animals (13 pigs per group) survived without complication until predetermined euthanasia at 28 days. In the placebo group, mean injury score was 1.73±0.80, with a mean neointimal response of 0.45±0.24 mm. By comparison, the low-dose group had a similar mean injury score of 1.79±0.75 with reduced neointimal response, 0.36±0.22 mm ( P <0.01). Mean injury score in the mid-dose animals was significantly greater than in the placebo group (1.94±0.92; P <0.05). The neointimal hyperplasia associated with this injury was less than with placebo, although the difference did not reach statistical significance (0.40±0.25 mm; P =0.05). In the high-dose pigs, mean injury score was also significantly greater than in the placebo arm (1.93±0.73; P <0.05). Despite this, neointimal response was also significantly less (0.37±0.37 mm; P <0.01). Conclusions —Oral, selective ET A receptor antagonism significantly reduced neointimal hyperplasia forming over porcine coronary stented injuries in the first 28 days. This strategy may have clinical potential for the limitation and treatment of coronary restenosis after percutaneous revascularization.
Potential Cost-effectiveness of Public Access Defibrillation in the United States
Nichol, Graham , Hallstrom, Alfred P., Ornato, Joseph P. , Riegel, Bárbara , Valenzuela, Terry, Wells, George A. , White, Roger D., Weisfeldt, Myron L., Stiell, Ian G. , Valenzuela, Terry

Circulation | June 12, 2012 | Volume: 97 | Issue: 13 | Pages: 1315-1320

10.1161/01.cir.97.13.1315 | PMID 9570205 Get It

Background —Approximately 360 000 Americans experience sudden cardiac arrest each year; current treatments are expensive and not very effective. Public access defibrillation (PAD) is a novel treatment for out-of-hospital sudden cardiac arrest that refers to use of automated external defibrillators by the lay public or by nonmedical personnel such as police. A clinical trial has been proposed to evaluate the effectiveness of public access defibrillation, but it is unclear whether such early defibrillation will offer sufficient value for money. Our objective was to estimate the potential cost-effectiveness of public access defibrillation by use of decision analysis. Methods and Results —A decision model compared the potential cost-effectiveness of standard emergency medical services (EMS) systems with that of EMS supplemented by PAD. We considered defibrillation by lay responders or police, using an analysis with a US health-care perspective. Input data were derived from published data or fiscal databases. Future costs and effects were discounted at 3%. Monte Carlo simulation was performed to estimate the variability in the costs and effects of each program. Sensitivity analyses assessed the robustness of the results to changes in input data. A standard EMS system had a median cost of $5900 per cardiac arrest patient (interquartile range, IQR, $3200 to $10 900) and yielded a median of 0.25 quality-adjusted life years (IQR, 0.20 to 0.30). PAD by lay responders had a median incremental cost of $44 000 per additional quality-adjusted life year (IQR, $29 000 to $68 900). PAD by police had a median incremental cost of $27 200 per additional quality-adjusted life year (IQR, $15 700 to $47 800). The results were sensitive to changes in the cost and relative survival benefit of PAD. Conclusions —Although more expensive than standard EMS for sudden cardiac arrest, PAD may be economically attractive. The effectiveness and cost-effectiveness of PAD should be assessed in a randomized, controlled trial.
Genetic Profiling in Graves' Disease: Further Evidence for Lack of a Distinct Genetic Contribution to Graves' Ophthalmopathy
Yin, Xiaoming , Latif, Rauf , Bahn, Rebecca S. , Davies, Terry F.

Thyroid® | June 5, 2012 | Volume: 22 | Issue: 7 | Pages: 730-736

10.1089/thy.2012.0007 | PMID 22663548 Get It

Background: Graves' disease (GD), including Graves' ophthalmopathy or orbitopathy (GO), is an autoimmune disease with an environmental and genetic component to its etiology. The genetic contribution to the GO clinical phenotype remains unclear. Previous data from our laboratory and others have suggested that GO has no specific genetic component distinct from GD itself, while other reports have occasionally appeared suggesting that polymorphisms in genes such as CTLA4 and IL23R specifically increase the risk for GO. One of the criticisms of all these reports has been the clinical definition of the GO phenotype as distinct from hyperthyroid GD devoid of clinically significant eye involvement. The objective of this study was to take advantage of a phenotypically pure group of GD patients with GO and examine a series of genes associated with GD to determine if any were more definitively associated with GO rather than Graves' thyroid disease itself. Methods: To further examine whether specific susceptibility genes are associated with GO, we have performed further genetic association studies using highly characterized GO patients, many of whom had undergone orbital decompression surgery for their exophthalmos. We genotyped HLA , CTLA4 , IL23R, and TSHR genes in a group of 256 Caucasian patients with severe GO ( n =199) and less severe GO ( n =57), and 90 patients with GD but no clinically apparent GO. Results: We found that the allele and genotype frequencies were not statistically different between GO and non-GO patients for any of the genes and gene combinations assessed. Conclusions: These results provide further evidence that patients with GO do not have a distinct genetic susceptibility to their eye disease and again suggest that environmental and/or epigenetic influences are at play.
Common Variants at the 19p13.1 and ZNF365 Loci Are Associated with ER Subtypes of Breast Cancer and Ovarian Cancer Risk in BRCA1 and BRCA2
Gaudet, Mia M. , Antoniou, Antonis C. , Ramus, Susan J. , Kuchenbaecker, Karoline , Soucy, Penny, Chen, Xiaoqing, Kirchhoff, Tomas , McGuffog, Lesley, Barrowdale, Daniel , Healey, Sue, Sinilnikova, Olga M., Andrulis, Irene L. , Özçelik, Hilmi, Mulligan, Anna Marie , Thomassen, Mads , Gerdes, Anne‐Marie , Jensen, Uffe Birk , Skytte, Anne‐Bine , Kruse, Torben A., Caligo, Maria A. , Wachenfeldt, Anna von , Barbany, Gisela , Loman, Niklas, Soller, Maria , Ehrencrona, Hans , Karlsson, Per , Nathanson, Katherine L. , Rebbeck, Timothy R., Jakubowska, Anna , Lubiński, Jan , Jaworska, Katarzyna, Durda, Katarzyna, Złowocka, Elżbieta, Huzarski, Tomasz , Byrski, Tomasz , Cybulski, Cezary, Górski, Bohdan , Osório, Ana , Durán, M. , Tejada, María‐Isabel , Hamann, Ute, Hogervorst, Frans B.L., Os, Theo A. van, Leeuwen, Flora E. van , Meijers‐Heijboer, Hanne , Blok, Marinus J. , Kets, Marleen, Hooning, Maartje J. , Oldenburg, Rogier A., Ausems, Margreet G.E.M. , Peock, Susan, Frost, Debra, Ellis, Steve D., Platte, Radka, Fineberg, Elena, Evans, D. Gareth , Jacobs, Chris , Eeles, Rosalind A. , Adlard, Julian , Davidson, Rosemarie, Eccles, Diana M., Cole, Trevor, Paterson, Joan, Brewer, Carole, Douglas, Fiona, Hodgson, Shirley V. , Walker, Lisa, Porteous, Mary, Kennedy, M. John, Side, Lucy, Bove, Betsy, Fassy-Colcombet, Marion, Castéra, Laurent , Cornelis, François, Mazoyer, Sylvie , Léoné, Mélanie, Boutry‐Kryza, Nadia, Paillerets, Brigitte Bressac–de , Coupier, Isabelle, Delnatte, Capucine, Akloul, Linda, Lynch, Henry T., Snyder, Carrie, Daly, Mary B., Terry, Mary Beth , John, Esther M. , Miron, Alexander, Southey, Melissa C. , Goldgar, David E., Singer, Christian F., Rappaport, Christine , Tea, Muy‐Kheng M., Fink-Retter, Anneliese, Hansen, Thomas van Overeem , Nielsen, Finn C., Arason, Aðalgeir , Vijai, Joseph , Shah, Sohela, Sarrel, Kara , Piedmonte, Marion, Phillips, Kelly, Basil, Jack, Rubinstein, Wendy S. , Boggess, John F., Wakeley, Katie, Montagna, Marco , Imyanitov, Evgeny N., Janavičius, Ramūnas , Lázaro, Conxi , Blanco, Ignacio , Feliubadaló, Lídia , Brunet, Joan , Gayther, Simon A. , Odunsi, Kunle , Walsh, Christine , Oláh, Edith , Teo, Soo‐Hwang , Ganz, Patricia A. , Beattie, Mary, Rensburg, Elizabeth J. van , Dorfling, Cecelia M., Dı́ez, Orland , Kwong, Ava , Schmutzler, Rita K., Wappenschmidt, Barbara, Engel, Christoph , Meindl, Alfons , Ditsch, Nina , Arnold, Norbert , Heidemann, Simone , Niederacher, Dieter , Preisler‐Adams, Sabine, Gadzicki, Dorothea, Varon-Mateeva, Raymonda, Deißler, Helmut , Gehrig, Andrea, Sutter, Christian , Kast, Karin, Fiebig, Britta, Heinritz, Wolfram, Caldes, Trinidad, Hoya, Miguel de la , Muranen, Taru , Nevanlinna, Heli , Spurdle, Amanda B. , Ding, Yuan Chun , Lindor, Noralane M. , Fredericksen, Zachary, Pankratz, V. Shane , Peterlongo, Paolo , Manoukian, Siranoush , Peissel, Bernard , Zaffaroni, Daniela , Barile, Monica, Bernard, Loris, Viel, Alessandra , Giannini, Giuseppe , Varesco, Liliana , Radice, Paolo , Greene, Mark H. , Mai, Phuong L., Easton, Douglas F., Chenevix‐Trench, Georgia , Offit, Kenneth, Simard, Jacques , Durocher, Francine , Eccles, Diana , Thorne, Heather , Phillips, Kelly‐Anne , Couch, Fergus J. , Beesley, Jonathan , Chen, Xiaoqing, Wang, Xianshu , Lee, Andrew , Domchek, Susan M. , Gronwald, Jacek , Benı́tez, Javier , Wijnen, Juul , Eccles, Diana M., Cook, Jackie A , Morrison, Patrick J. , Kennedy, M. John, Godwin, Andrew K. , Stoppa‐Lyonnet, Dominique , Caron, Olivier , Pujol, Pascal , Buys, Saundra S. , Chung, Wendy K. , Hopper, John L. , Singer, Christian F. , Robson, Mark E. , Phillips, Kelly, Toland, Amanda Ewart , Agata, Simona , Isaacs, Claudine , Pharoah, Paul D.P. , Karlan, Beth Y. , Meindl, Alfons , Varon-Mateeva, Raymonda, Caldes, Trinidad, Tischkowitz, Marc D. , Neuhausen, Susan L. , Mai, Phuong L., Nevanlinna, H , Caligo, Maria A , Peterlongo, Paolo , Ramus, Susan J , Spurdle, Amanda B , Teo, Soo H , van Rensburg, Elizabeth J , Eccles, Diana , de la Hoya, Miguel , Diez, Orland , Radice, Paolo , Adlard, Julian , Arnold, Norbert , Brunet, Joan , Eeles, Rosalind A , Ehrencrona, Hans , Evans, D Gareth , John, Esther M , Joseph, Vijai , Southey, Melissa C , Jakubowska, Anna , Muranen, Taru A , Nathanson, Katherine L , Arason, Adalgeir , Barrowdale, Daniel , Engel, Christoph , Lazaro, Conxi , Montagna, Marco , Viel, Alessandra , Simard, Jacques , Chenevix-Trench, Georgia , Huzarski, Tomasz , Feliubadaló, Lidia , Hansen, Thomas van Overeem , Manoukian, Siranoush , Lubinski, Jan , Phillips, Kelly-Anne , Terry, Mary Beth , Kwong, Ava

Cancer Epidemiology, Biomarkers & Prevention | March 29, 2012 | Volume: 21 | Issue: 4 | Pages: 645-657

10.1158/1055-9965.epi-11-0888 | PMID 22351618 Get It

Abstract Background: Genome-wide association studies (GWAS) identified variants at 19p13.1 and ZNF365 (10q21.2) as risk factors for breast cancer among BRCA1 and BRCA2 mutation carriers, respectively. We explored associations with ovarian cancer and with breast cancer by tumor histopathology for these variants in mutation carriers from the Consortium of Investigators of Modifiers of BRCA1/2 (CIMBA). Methods: Genotyping data for 12,599 BRCA1 and 7,132 BRCA2 mutation carriers from 40 studies were combined. Results: We confirmed associations between rs8170 at 19p13.1 and breast cancer risk for BRCA1 mutation carriers [HR, 1.17; 95% confidence interval (CI), 1.07–1.27; P = 7.42 × 10−4] and between rs16917302 at ZNF365 (HR, 0.84; 95% CI, 0.73–0.97; P = 0.017) but not rs311499 at 20q13.3 (HR, 1.11; 95% CI, 0.94–1.31; P = 0.22) and breast cancer risk for BRCA2 mutation carriers. Analyses based on tumor histopathology showed that 19p13 variants were predominantly associated with estrogen receptor (ER)-negative breast cancer for both BRCA1 and BRCA2 mutation carriers, whereas rs16917302 at ZNF365 was mainly associated with ER-positive breast cancer for both BRCA1 and BRCA2 mutation carriers. We also found for the first time that rs67397200 at 19p13.1 was associated with an increased risk of ovarian cancer for BRCA1 (HR, 1.16; 95% CI, 1.05–1.29; P = 3.8 × 10−4) and BRCA2 mutation carriers (HR, 1.30; 95% CI, 1.10–1.52; P = 1.8 × 10−3). Conclusions: 19p13.1 and ZNF365 are susceptibility loci for ovarian cancer and ER subtypes of breast cancer among BRCA1 and BRCA2 mutation carriers. Impact: These findings can lead to an improved understanding of tumor development and may prove useful for breast and ovarian cancer risk prediction for BRCA1 and BRCA2 mutation carriers. Cancer Epidemiol Biomarkers Prev; 21(4); 645–57. ©2012 AACR.
Progression in smoldering Waldenström macroglobulinemia: long-term results
Kyle, Robert A. , Benson, Joanne T., Therneau, Terry M. , Dispenzieri, Angela , Kumar, Shaji , Melton, L. Joseph, Rajkumar, S. Vincent , Larson, Dirk R. , Rajkumar, S Vincent , Dispenzieri, Angela

Blood | March 27, 2012 | Volume: 119 | Issue: 19 | Pages: 4462-4466

10.1182/blood-2011-10-384768 | PMID 22451426 Get It

AbstractThe purpose of this study was to define the risk of progression and survival of patients with smoldering Waldenström macroglobulinemia (SWM). SWM is defined clinically as having a serum monoclonal IgM protein ≥ 3 g/dL and/or ≥ 10% bone marrow lymphoplasmacytic infiltration but no evidence of end-organ damage (anemia, constitutional symptoms, hyperviscosity, lymphadenopathy, or hepatosplenomegaly). We searched a computerized database and reviewed the medical records of all patients at Mayo Clinic who fulfilled the criteria of SWM between 1974 and 1995. During 285 cumulative person-years of follow-up of the 48 patients with SWM (median, 15.4 years), 34 (71%) progressed to symptomatic Waldenström macroglobulinemia (WM) requiring treatment, one to primary amyloidosis, and one to lymphoma (total, 75%). The cumulative probability of progression to symptomatic WM, amyloidosis, or lymphoma was 6% at 1 year, 39% at 3 years, 59% at 5 years, and 68% at 10 years. The major risk factors for progression were percentage of lymphoplasmacytic cells in the bone marrow, size of the serum M-spike, and the hemoglobin value. Patients with SWM should be followed and not treated until symptomatic WM develops. Treatment on a clinical trial for those at greatest risk of progression should be considered.
Clinical Practice Guideline
Stachler, Robert J., Chandrasekhar, Sujana S. , Archer, Sanford M., Schwartz, Seth, Barrs, David M., Fife, Terry D., Ford, Peg, Ganiats, Théodore G. , Hollingsworth, Deena B., Lewandowski, Christopher , Montano, Joseph J., Saunders, James E., Tucci, Debara L. , Valente, Michael , Warren, Barbara, Yaremchuk, Kathleen , Rosenfeld, Richard M. , Brown, Steven Ross , Robertson, Peter J.

Otolaryngology–Head and Neck Surgery | March 1, 2012 | Volume: 146 | Issue: S3 | Pages: No page available

10.1177/0194599812436449 | PMID 22383545 Get It

Objective Sudden hearing loss (SHL) is a frightening symptom that often prompts an urgent or emergent visit to a physician. This guideline provides evidence‐based recommendations for the diagnosis, management, and follow‐up of patients who present with SHL. The guideline primarily focuses on sudden sensorineural hearing loss (SSNHL) in adult patients (aged 18 and older). Prompt recognition and management of SSNHL may improve hearing recovery and patient quality of life (QOL). Sudden sensorineural hearing loss affects 5 to 20 per 100,000 population, with about 4000 new cases per year in the United States. This guideline is intended for all clinicians who diagnose or manage adult patients who present with SHL. Purpose The purpose of this guideline is to provide clinicians with evidence‐based recommendations in evaluating patients with SHL, with particular emphasis on managing SSNHL. The panel recognized that patients enter the health care system with SHL as a nonspecific, primary complaint. Therefore, the initial recommendations of the guideline deal with efficiently distinguishing SSNHL from other causes of SHL at the time of presentation. By focusing on opportunities for quality improvement, the guideline should improve diagnostic accuracy, facilitate prompt intervention, decrease variations in management, reduce unnecessary tests and imaging procedures, and improve hearing and rehabilitative outcomes for affected patients. Results The panel made strong recommendations that clinicians should (1) distinguish sensorineural hearing loss from conductive hearing loss in a patient presenting with SHL; (2) educate patients with idiopathic sudden sensorineural hearing loss (ISSNHL) about the natural history of the condition, the benefits and risks of medical interventions, and the limitations of existing evidence regarding efficacy; and (3) counsel patients with incomplete recovery of hearing about the possible benefits of amplification and hearing‐assistive technology and other supportive measures. The panel made recommendations that clinicians should (1) assess patients with presumptive SSNHL for bilateral SHL, recurrent episodes of SHL, or focal neurologic findings; (2) diagnose presumptive ISSNHL if audiometry confirms a 30‐dB hearing loss at 3 consecutive frequencies and an underlying condition cannot be identified by history and physical examination; (3) evaluate patients with ISSNHL for retrocochlear pathology by obtaining magnetic resonance imaging, auditory brainstem response, or audiometric follow‐up; (4) offer intratympanic steroid perfusion when patients have incomplete recovery from ISSNHL after failure of initial management; and (5) obtain follow‐up audiometric evaluation within 6 months of diagnosis for patients with ISSNHL. The panel offered as options that clinicians may offer (1) corticosteroids as initial therapy to patients with ISSNHL and (2) hyperbaric oxygen therapy within 3 months of diagnosis of ISSNHL. The panel made a recommendation against clinicians routinely prescribing antivirals, thrombolytics, vasodilators, vasoactive substances, or antioxidants to patients with ISSNHL. The panel made strong recommendations against clinicians (1) ordering computerized tomography of the head/brain in the initial evaluation of a patient with presumptive SSNHL and (2) obtaining routine laboratory tests in patients with ISSNHL.
Increased prevalence of light chain monoclonal gammopathy of undetermined significance (LC‐MGUS) in first‐degree relatives of individuals with multiple myeloma
Greenberg, Alexandra J. , Rajkumar, S. Vincent , Dispenzieri, Angela , Therneau, Terry M. , Colby, Colin , Phelps, Tara K., Kumar, Shaji , Katzmann, Jerry A., Kyle, Robert A. , Vachon, Celine M. , Larson, Dirk R. , Slager, Susan L. , Vachon, Celine M. , Rajkumar, S Vincent , Dispenzieri, Angela

British Journal of Haematology | February 29, 2012 | Volume: 157 | Issue: 4 | Pages: 472-475

10.1111/j.1365-2141.2012.09075.x | PMID 22629552 Get It

SummaryPreviously, we reported increased risk of heavy‐chain (HC) monoclonal gammopathy of undetermined significance (MGUS) among first‐degree (1°) relatives of multiple myeloma (MM) or HC‐MGUS probands. This study investigated whether there was comparable risk for light‐chain (LC) MGUS among 911 relatives of the same HC‐MGUS/MM probands versus a reference population of 21 463. Seventeen 1° relatives had LC‐MGUS (adjusted prevalence = 1·7%, 95% CI = 0·9–2·6%). There was increased risk of LC‐MGUS in relatives of MM probands (RR = 3·4, 95% CI = 2·0–5·5). We saw no increased risk in relatives of HC‐MGUS probands. We conclude that the prevalence of LC‐MGUS is significantly higher among 1° relatives of MM probands compared to the reference population.
Assessing fracture risk using gradient boosting machine (GBM) models
Atkinson, Elizabeth J. , Therneau, Terry M. , Melton, L. Joseph, Camp, Jon J. , Achenbach, Sara J., Amin, Shreyasee , Khosla, Sundeep , Khosla, Sundeep

Journal of Bone and Mineral Research | February 24, 2012 | Volume: 27 | Issue: 6 | Pages: 1397-1404

10.1002/jbmr.1577 | PMID 22367889 Get It

Abstract Advanced bone imaging with quantitative computed tomography (QCT) has had limited success in significantly improving fracture prediction beyond standard areal bone mineral density (aBMD) measurements. Thus, we examined whether a machine learning paradigm, gradient boosting machine (GBM) modeling, which can incorporate diverse measurements of bone density and geometry from central QCT imaging and of bone microstructure from high-resolution peripheral QCT imaging, can improve fracture prediction. We studied two cohorts of postmenopausal women: 105 with and 99 without distal forearm fractures (Distal Forearm Cohort) and 40 with at least one grade 2 or 3 vertebral deformity and 78 with no vertebral fracture (Vertebral Cohort). Within each cohort, individual bone density, structure, or strength variables had areas under receiver operating characteristic curves (AUCs) ranging from 0.50 to 0.84 (median 0.61) for discriminating women with and without fracture. Using all possible variables in the GBM model, the AUCs were close to 1.0. Fracture predictions in the Vertebral Cohort using the GBM models built with the Distal Forearm Cohort had AUCs of 0.82–0.95, whereas predictions in the Distal Forearm Cohort using models built with the Vertebral Cohort had AUCs of 0.80–0.83. Attempts at capturing a comparable parametric model using the top variables from the Distal Forearm Cohort resulted in resulted in an AUC of 0.81. Relatively high AUCs for differing fracture types suggest that an underlying fracture propensity is being captured by this modeling approach. More complex modeling, such as with GBM, creates stronger fracture predictions and may allow deeper insights into information provided by advanced bone imaging techniques. © 2012 American Society for Bone and Mineral Research.