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Ballman, Karla V.

https://orcid.org/0000-0002-4492-0357

Mayo Clinic

Mayo Clinic

Citations 198

Pathologic and Molecular Features Correlate With Long-Term Outcome After Adjuvant Therapy of Resected Primary GI Stromal Tumor: The ACOSOG Z9001 Trial
Corless, Christopher L. , Kolesnikova, Violetta, Maki, Robert G. , Pisters, Peter W. T., Blackstein, Martin E., Blanke, Charles D. , Heinrich, Michael C. , Patel, Shreyaskumar , McCarter, Martin D. , Owzar, Kouros , DeMatteo, Ronald P. , Antonescu, Cristina R. , Demetri, George D., von Mehren, Margaret, Ballman, Karla V. , Demetri, George D. , Mehren, Margaret von , Maki, Robert G , Heinrich, Michael C

Journal of Clinical Oncology | March 18, 2014 | Volume: 32 | Issue: 15 | Pages: 1563-1570

10.1200/jco.2013.51.2046 Get It

Purpose The ACOSOG (American College of Surgeons Oncology Group) Z9001 (Alliance) study, a randomized, placebo-controlled trial, demonstrated that 1 year of adjuvant imatinib prolonged recurrence-free survival (RFS) after resection of primary GI stromal tumor (GIST). We sought to determine the pathologic and molecular factors associated with patient outcome. Patients and Methods There were 328 patients assigned to the placebo arm and 317 to the imatinib arm. Median patient follow-up was 74 months. There were 645 tumor specimens available for mitotic rate or mutation analysis. Results RFS remained superior in the imatinib arm (hazard ratio, 0.6; 95% CI, 0.43 to 0.75; Cox model–adjusted P < .001). On multivariable analysis of patients in the placebo arm, large tumor size, small bowel location, and high mitotic rate were associated with lower RFS, whereas tumor genotype was not significantly associated with RFS. Multivariable analysis of patients in the imatinib arm yielded similar findings. When comparing the two arms, imatinib therapy was associated with higher RFS in patients with a KIT exon 11 deletion of any type, but not a KIT exon 11 insertion or point mutation, KIT exon 9 mutation, PDGFRA mutation, or wild-type tumor, although some of these patient groups were small. Adjuvant imatinib did not seem to alter overall survival. Conclusion Our findings show that tumor size, location, and mitotic rate, but not tumor genotype, are associated with the natural history of GIST. Patients with KIT exon 11 deletions assigned to 1 year of adjuvant imatinib had a longer RFS.
Phase I Trial Improvement: A Question of Patient Selection, Trial Design, or Both?
Ballman, Karla V.

Journal of Clinical Oncology | January 14, 2014 | Volume: 32 | Issue: 6 | Pages: 489-490

10.1200/jco.2013.53.6896 Get It

Impact of c-MYC Protein Expression on Outcome of Patients with Early-Stage HER2+ Breast Cancer Treated with Adjuvant Trastuzumab NCCTG (Alliance) N9831
Dueck, Amylou C. , Reinholz, Monica M., Geiger, Xochiquetzal J., Tenner, Kathleen , Jenkins, Robert B., Riehle, Darren, Chen, Beiyun, McCullough, Ann E. , Davidson, Nancy E. , Martino, Silvana, Kutteh, Leila A., Harris, Lyndsay N. , Lingle, Wilma L., Perez, Edith A. , Ballman, Karla V. , Sledge, George W. , Kaufman, Peter A. , Gralow, Julie R. , Ingle, James N. , Dueck, A. C.

Clinical Cancer Research | August 22, 2013 | Volume: 19 | Issue: 20 | Pages: 5798-5807

10.1158/1078-0432.ccr-13-0558 Get It

Abstract Purpose: This study investigated the association between tumor MYC protein expression and disease-free survival (DFS) of patients randomized to receive chemotherapy alone (Arm A) or chemotherapy with sequential (Arm B) or concurrent trastuzumab (Arm C) in the N9831 (Alliance) adjuvant HER2+ trastuzumab breast cancer trial. Experimental Design: This analysis included 1,736 patients randomized to Arms A, B, and C on N9831. Nuclear MYC protein expression was determined in tissue microarray sections containing three biopsies per patient or whole tissue sections using standard immunohistochemistry (clone 9E10). A tumor was considered positive for MYC protein overexpression (MYC+) if the nuclear 3+ staining percentage was more than 30%. Results: Five hundred and seventy-four (33%) tumors were MYC+. MYC+ was associated with hormone receptor positivity (χ2, P = 0.006), tumors 2 cm or more (χ2, P = 0.02), and a higher rate of nodal positivity (χ2, P &lt; 0.001). HRs for DFS (median follow-up: 6.1 years) for Arm C versus A were 0.52 (P = 0.006) and 0.65 (P = 0.006) for patients with MYC+ and MYC− tumors, respectively (Pinteraction = 0.40). For Arm B versus A, HRs for patients with MYC+ and MYC− tumors were 0.79 (P = 0.21) and 0.74 (P = 0.04), respectively (Pinteraction = 0.71). For Arm C versus B, HRs for patients with MYC+ and MYC− tumors were 0.56 (P = 0.02) and 0.89 (P = 0.49), respectively (Pinteraction = 0.17). Conclusions: Our data do not support an impact of tumor MYC protein expression on differential benefit from adjuvant trastuzumab. Clin Cancer Res; 19(20); 5798–807. ©2013 AACR.
Reply to C.M. Booth et al
Goodwin, Pamela J. , Levine, M. , Cannistra, Stephen A., Ballman, Karla V. , Small, Eric J.

Journal of Clinical Oncology | August 13, 2013 | Volume: 31 | Issue: 26 | Pages: 3300-3300

10.1200/jco.2013.51.8241 Get It

Abstract PR4: Biochemical recurrence is not a definitive surrogate endpoint for development of clinically useful predictive models for post-prostatectomy patients
Crisan, Anamaria, Davicioni, Elai , Karnes, R. Jeffery, Jenkins, Robert B. , Ghadessi, Mercedeh , Buerki, Christine, Bergstrahl, Eric J., Erho, Nicholas , Karnes, R. Jeffrey , Vergara, Ismael A. , Ballman, Karla V. , Black, Peter C. , Triche, Timothy J. , Davicioni, Elai

Cancer Research | May 9, 2013 | Volume: 72 | Issue: 4_Supplement | Pages: PR4-PR4

10.1158/1538-7445.prca2012-pr4 Get It

Abstract Introduction: Multivariable models that predict biochemical recurrence (BCR) can indicate patients at higher risk for developing clinical progression after prostatectomy. However, most patients that experience BCR do not metastasize or die from prostate cancer, making BCR an unreliable surrogate endpoint. In this study we compared the clinical and genomic characteristics of prostatectomy patients in order to better delineate the relationship between BCR and aggressive prostate cancer. Methods: Postoperative patients were retrospectively classified into three outcome groups: NED (no evidence of disease recurrence); BCR-only (patients that experienced BCR but didn't have progressive disease as evidenced by bone or CT scans); and CP (clinical progression with BCR plus positive CT or bone scans). Patient specimens were from the Mayo Clinic Radical Prostatectomy Registry, selected using a nested case-control design with 14 years median follow-up. RNA expression levels from FFPE tumor specimens were measured with 1.4 million feature whole-transcriptome oligonucleotide microarrays on 106 matching patients from each outcome group (total 318 patients). We analyzed the clinical covariates of the outcome groups in a pairwise manner (NED vs. BCR-only; NED vs. CP; CP vs. BCR-only), using a conditional logistic model in univariable and multivariable analyses. We performed feature reduction for the genomic data set using Kruskal-Wallis tests and regularized logistic regression. Principal Component Analysis (PCA) was used to quantify the variance of the genomic data with respect to the patient outcome groups. Results: Our initial hypothesis was that all three outcome groups would have different clinical and genomic characteristics. Univariable analysis of clinical variables failed to show statistically significant differences between NED and BCR-only groups. Multivariable analysis of the clinical variables also failed to show statistically significant differences between NED and BCR-only groups. Among the clinical variables only pathological Gleason score was statistically significant when comparing the BCR-only vs. CP and NED vs. CP groups. Genomic analysis found 363 coding and non-coding features that passed thresholds for differential expression between the three outcome groups. PCA established that the primary source of variance in the genomic data stemmed from the separation of CP from NED and BCR-only patients; whereas only a small amount of variance separates NED and BCR-only groups. The 363 features were further compared in the three outcome groups using Wilcoxon tests, adjusting for false-discovery using Benjamini-Hochberg. At a cutoff of p &lt; 0.001 there were no features differentially expressed between NED and BCR-only, while 52 and 34 statistically significant features were found in the NED vs. CP and CP vs. BCR-only comparisons, respectively. Conclusion: Considering the clinical and genomic results together, we find that: 1) Patients that developed clinical progression were significantly different from those that did not, irrespective of whether they experienced BCR or not; 2) the NED and BCR-only groups were statistically very similar to each other. We therefore conclude that BCR may not be the most appropriate endpoint for predictive models that attempt to stratify patients at risk for progression. This abstract is also presented as Poster B44. Citation Format: Anamaria Crisan, Elai Davicion, R. Jeffery Karnes, Robert B. Jenkins, Mercedeh H. Ghadessi, Christine Buerki, Eric J. Bergstrahl, Nicholas Erho, Ismael A. Vergara, Karla V. Ballman, Peter C. Black, Timothy J. Triche. Biochemical recurrence is not a definitive surrogate endpoint for development of clinically useful predictive models for post-prostatectomy patients [abstract]. In: Proceedings of the AACR Special Conference on Advances in Prostate Cancer Research; 2012 Feb 6-9; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2012;72(4 Suppl):Abstract nr PR4.
The Future of Drug Development? Seeking Evidence of Activity of Novel Drugs in Small Groups of Patients
Sleijfer, Stefan , Verweij, Jaap, Ballman, Karla V.

Journal of Clinical Oncology | April 30, 2013 | Volume: 31 | Issue: 18 | Pages: 2246-2248

10.1200/jco.2013.48.7645 Get It

Precision Oncology: An Overview
Garraway, Levi A. , Verweij, Jaap, Ballman, Karla V.

Journal of Clinical Oncology | April 15, 2013 | Volume: 31 | Issue: 15 | Pages: 1803-1805

10.1200/jco.2013.49.4799 Get It

Effect of body mass index on tumor characteristics and disease‐free survival in patients from the HER2‐positive adjuvant trastuzumab trial N9831
Crozier, Jennifer A. , Moreno‐Aspitia, Alvaro , Ballman, Karla V. , Dueck, Amylou C. , Pockaj, Barbara A. , Perez, Edith A. , Dueck, A. C. , Ballman, Karla

Cancer | April 12, 2013 | Volume: 119 | Issue: 13 | Pages: 2447-2454

10.1002/cncr.28051 Get It

BACKGROUNDData suggest that weight, and specifically body mass index (BMI), plays a role in breast cancer development and outcome. The authors hypothesized that there would be a correlation between BMI and clinical outcome in patients with early stage, human epidermal receptor 2 (HER2)‐positive breast cancer enrolled in the N9831 adjuvant trial.METHODSPatients were grouped according to baseline BMI as follows: normal (BMI <25 kg/m2), overweight (BMI ≥25 kg/m2 and <30 kg/m2), and obese (BMI ≥30 kg/m2). Disease‐free survival (DFS) was estimated using the Kaplan‐Meier method. Comparisons between treatment arms A, B, and C (chemotherapy with or without trastuzumab) were performed using a stratified Cox proportional hazards model.RESULTSAnalysis was completed on 3017 eligible patients. Obese patients were more likely to be older and postmenopausal (P < .0001 for both), to have larger tumors (P = .002), and to have positive lymph nodes (P = .004). In the pooled analysis cohort, differences in DFS among the BMI groups were statistically significant (5‐year DFS rate: 82.5%, 78.6%, and 78.5% for normal weight, overweight, and obese women, respectively; log‐rank P = .02). The adjusted hazard ratio comparing the DFS of overweight women with the DFS of normal women was 1.30 (95% confidence interval, 1.06‐1.61); and, comparing the DFS of obese women with the DFS normal women, the adjusted hazard ratio was 1.31 (95% confidence interval, 1.07‐1.59). There were no statistically significant differences in DFS by weight group for women within any trial arm.CONCLUSIONSPatients with early stage, HER2‐positive breast cancer and normal BMI had a better 5‐year DFS compared with overweight and obese women. The current results indicated that adjuvant trastuzumab improves clinical outcome regardless of BMI. Cancer 2013;119:2447‐2454. © 2013 American Cancer Society.