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1441 citation(s) found for "Wu, Wilson".

Implications and outcomes of MRD-negative multiple myeloma patients with immunofixation positivity.
Tschautscher, Marcella , Lacy, Martha Q. , Kapoor, Prashant , Hayman, Suzanne R. , Lust, John A., Kourelis, Taxiarchis , Warsame, Rahma , Kyle, Robert A. , Kumar, Shaji , Jevremović, Dragan , Buadi, Francis K. , Gertz, Morie A. , Dispenzieri, Angela , Dingli, David , Leung, Nelson , Go, Ronald S. , Lin, Yi , Gonsalves, Wilson I. , Rajkumar, S. Vincent

Journal of Clinical Oncology | March 12, 2020 | Volume: 37 | Issue: 15_suppl | Pages: 8034-8034

10.1200/jco.2019.37.15_suppl.8034 Get It

8034 Background: Minimal residual disease (MRD) assessment in multiple myeloma (MM) has improved our ability to assess disease activity, resulting in more advanced prognostication. While MRD assessment remains confined to the bone marrow (BM) plasma cell population, serum studies including immunofixation (IFE) are required to complete response evaluation. The significance of those who are MRDneg yet have detectable monoclonal protein through IFE remains unclear. Methods: We retrospectively studied 256 MM patients who had MRD assessment via the Euroflow multiparametric flow cytometry on the BM with concomitant serum IFE testing. Patients who were MRDneg were included in the study. Outcomes included probability of disease progression (PD) at 1 year. The Cox-proportional hazards model was used to compare probability of PD among different groups. Time to progression (TTP) was calculated as the difference from date of MFC analysis to PD in months. Results: Among the entire cohort, 178 (70%) patients were MRDneg and median follow-up from MRD assessment was 6.3 months. Among these patients, 74 (42%) had a positive IFE at the time of MRD analysis. Within the MRDneg/IFEpos group, 31 (42%) patients remained IFEpos after a median follow up of 5.5 mo from initial MRD/IFE testing while 34 patients eventually became IFEneg after a median of 2.8 mo with no subsequent IFE available in 9 patients. The 1 year probability of PD in the MRDneg/IFEneg group was 20% compared to 41% in the MRDneg/IFEpos group (P < 0.01, Wilcoxon test). When comparing subsequent IFE status in those who were MRDneg/IFEpos, those who remained IFEpos had a trend towards shorter TTP compared to patients who later became IFEneg. Conclusions: Persistent monoclonal protein in the face of MRD negativity predicts for a shorter TTP. This likely reflects persistent disease that was not sampled on the BM aspirate in many of these patients compared to those who eventually become IFEneg with a trend towards longer TTP owing to the prolonged half-life and therefore clearance of M protein. This supports the current strategy of assessing for MRD at the time of suspected complete response to reduce the chance of positive MRD tests and thus avoidance of multiple BM exams.
Upstaging the R-ISS classification of newly diagnosed multiple myeloma (NDMM) patients (pts) by quantifying circulating clonal plasma cells (cPCs) via multiparametric flow cytometry (MFC).
Lacy, Martha Q. , Kapoor, Prashant , Kourelis, Taxiarchis , Lust, John A., Hayman, Suzanne R. , Zeldenrust, Steven R., Kyle, Robert A. , Kumar, Shaji , Gonsalves, Wilson I. , Jevremović, Dragan , Dispenzieri, Angela , Buadi, Francis K. , Dingli, David , Lin, Yi , Muchtar, Eli , Go, Ronald S. , Leung, Nelson , Gertz, Morie A. , Rajkumar, S. Vincent

Journal of Clinical Oncology | March 12, 2020 | Volume: 37 | Issue: 15_suppl | Pages: 8031-8031

10.1200/jco.2019.37.15_suppl.8031 Get It

8031 Background: Our prior studies identified the prognostic significance of ≥400 cPCs/150,000 analyzed events quantified by MFC in NDMM. We evaluated if a similar quantification of cPCs using MFC can add prognostic value to the current R-ISS classification of NDMM pts. Methods: We evaluated all NDMM pts seen at the Mayo Clinic, Rochester from 2009-2017 who had their peripheral blood samples evaluated by 6-color MFC prior to therapy. The cPCs detected were reported as the number of clonal events/150,000 collected total events. Survival analysis was performed by the Kaplan-Meier method and differences assessed using the log rank test. Results: This cohort consisted of 566 consecutive pts with NDMM with a median age of 66 years (27-95). The distribution of the R-ISS classification of this cohort is as follows: Stage 1- 128 (23%) pts, Stage 2- 369 (65%) pts and Stage 3- 69 (12%) pts. The median number of cPCs was 59 (0-46,412) / 150,000 events. The median time-to-next-treatment (TTNT) and overall survival (OS) for pts with ≥400 cPCs (n = 140, 25%) was 19 months and 46 months compared with 34 months and 77 months for those with < 400 cPCs respectively (n = 426, 75%) (p < 0.001 for both). The median TTNT and OS for pts based on their R-ISS classification as well as with and without the presence of ≥400 cPCs by MFC was as follows in the following Table. Conclusions: Quantifying ≥400 cPCs/150,000 analyzed events by MFC can potentially upstage the R-ISS classification of a subset of NDMM pts with stage I and II disease and identify those pts with a worse than expected survival outcome.[Table: see text]
Ixazomib, lenalidomide, and dexamethasone for patients with POEMS syndrome.
Lacy, Martha Q. , LaPlant, Betsy, Kapoor, Prashant , Hwa, Yi L. , Fonder, A C, Hayman, Suzanne R. , Lust, John A., Kourelis, Taxiarchis , Warsame, Rahma , Kumar, Shaji , Dispenzieri, Angela , Mauermann, Michelle L. , Go, Ronald S. , Leung, Nelson , Fonder, Amy, Buadi, Francis K. , Dingli, David , Gonsalves, Wilson I. , Rajkumar, S. Vincent , Gertz, Morie A.

Journal of Clinical Oncology | March 12, 2020 | Volume: 37 | Issue: 15_suppl | Pages: 8019-8019

10.1200/jco.2019.37.15_suppl.8019 Get It

8019 Background: POEMS syndrome is a rare paraneoplastic syndrome caused by an underlying plasma cell disorder. Most of the information regarding treatment has been gleaned from retrospective data. The combination of a proteasome inhibitor, an IMiD and corticosteroid is known to be highly effective among patients with myeloma. Methods: We designed a pilot using a 28-day oral regimen of ixazomib (4 mg days 1, 8, 15), lenalidomide (25 mg days 1-21), and dexamethasone (20 mg days 1, 8, 15, 22). Aspirin and acyclovir were used for prophylaxis. Eligibility included a diagnosis of POEMS syndrome, a plasma VEGF > 200 pg/ml, a PS < 3. There were two groups [gp] (intended enrollment 15 per gp): Gp A, 13 cycles for patients (pts) who had relapsed or refractory disease; Gp B, 3 cycles for pts destined for high-dose chemotherapy with stem cell transplant. Primary endpoint was VEGF complete response (CR = normalization) after 3 cycles. Secondary endpoints included safety, hematologic response, and overall survival at 3 and 12 months. Other domains including PET response, clinical responses including neurologic response were also studied. To date, 13 pts enrolled since 10/31/2016—4 to Gp A and 9 to Gp B. 11 pts were analyzed (2 dropped out before receiving any therapy). Data were frozen as of 1/21/2019. Results: Median age was 55; 73% were male. So far, overall 64% met primary endpoint of VEGF CR (Table). The median follow-up of survivors is 12.4 mo (6, 24). 1 pt came off study for non-responsive disease and died thereafter. 38% of patients had grade 3+hematologic AE; 72% had grade 3-4 non-hematologic AE. These included: rash, respiratory infection and hypotension in 2 each; atrial fibrillation, diarrhea, edema, dyspnea, and thromboembolism in 1 each. 4 pts had non-objective worsening of their neuropathy. Conclusions: These preliminary results suggest that Ixa-Len-Dex is an effective and tolerable regimen for patients with POEMS syndrome. Clinical trial information: NCT02921893. [Table: see text]
Outcomes of patients with light chain amyloidosis who had autologous stem cell transplantation with three or more organs involved.
Saleh, Abdullah Al, Lacy, Martha Q. , Warsame, Rahma , Kourelis, Taxiarchis , Hayman, Suzanne R. , Kapoor, Prashant , Kumar, Shaji , Sidiqi, M Hasib , Dispenzieri, Angela , Muchtar, Eli , Buadi, Francis K. , Dingli, David , Gonsalves, Wilson I. , Hogan, William J. , Gertz, Morie A.

Journal of Clinical Oncology | March 12, 2020 | Volume: 37 | Issue: 15_suppl | Pages: 8011-8011

10.1200/jco.2019.37.15_suppl.8011 Get It

8011 Background: Literature suggests that three or more organ involvement is a contraindication for autologous stem cell transplant (ASCT) in light chain amyloidosis (AL). Most centers limit transplantation to patients who have no more than two organs significantly involved. Methods: We retrospectively reviewed all patients with AL Amyloidosis involving three or more organs and who had ASCT between 1996-2015 at Mayo clinic, Rochester, Minnesota. Results: Seventy five patients underwent ASCT with three or more organs involved. Median age at diagnosis was 54 years and 67% were males. The heart was involved in 95%, followed by kidneys (84%). Thirty eight patients (51%) had no induction treatment prior to ASCT. Full dose melphalan (200mg/m2) was given in 45%, and the remaining received a reduced dose (140mg/m2). Overall response rate (hematological) was 75%. The median progression-free (PFS) and overall survival (OS) were 16.3 and 68.9 months, respectively. The 100-day mortality was 16% and overall forty four patients (59%) died during the follow up period. The most common causes of death were cardiovascular events (32%) and progressive amyloidosis (25%). On multivariable analysis, predictors for PFS were Mayo stage III/IV (RR 3.3, P = 0.0012) and hematological response (≥VGPR, RR 0.4, P = 0.012). An NT-ProBNP level of ≥2000 pg/ml was an independent predictor for shorter PFS (RR 2.6, P = 0.013). Predictors for OS included any hematological response (RR 0.1, P < 0.0001) and Mayo stage III/IV (RR 7, P < 0.0001). When looking at the NT-ProBNP, a level ≥2000 was prognostic (RR 5.5, P = 0.001). Number of organs involved (3 vs. 4-5) was not significant in either PFS or OS. Conclusions: We conclude that the high prevalence of cardiac involvement is the main driver for the poor outcome in patients who have three or more organs involved. Using selection criteria defined for safe transplantation in cardiac amyloidosis should result in low therapy-related mortality independent of the number of organs involved. The concept of considering patients with three organs involved ineligible for stem cell transplantation should be abandoned.
Rituximab-based maintenance therapy in Waldenström macroglobulinemia: A case control study.
Zanwar, Saurabh , Abeykoon, Jithma P. , Kumar, Shaji , Inwards, David J. , Porrata, Luis F. , Thompson, Carrie A. , Lacy, Martha Q. , Hayman, Suzanne R. , Kyle, Robert A. , Ansell, Stephen M. , Kapoor, Prashant , Gertz, Morie A. , Witzig, Thomas E. , Habermann, Thomas M. , Go, Ronald S. , Rajkumar, S. Vincent , Dispenzieri, Angela , Buadi, Francis K. , Gonsalves, Wilson I. , Leung, Nelson

Journal of Clinical Oncology | March 12, 2020 | Volume: 37 | Issue: 15_suppl | Pages: 7559-7559

10.1200/jco.2019.37.15_suppl.7559 Get It

7559 Background: Waldenström macroglobulinemia (WM) is a rare indolent lymphoma commonly treated with rituximab (R)-based therapy. The use of rituximab maintenance (mR) in WM is controversial. We present a case-control study of patients (pts) with WM treated with mR. Methods: Pts evaluated at Mayo Clinic, Rochester with active WM that received mR between 1/2000 & 6/2018 were included. Cases comprised pts who received mR following R-based induction as primary therapy. Cases were matched based on the time of diagnosis in 1:2 ratio with a control group treated with R-based primary induction therapy without mR. Time to event analyses were performed from initiation of R-based induction. Results: Of 776 pts with active WM, 42 (5%) cases received mR and 84 pts were selected as controls. The median follow-up and the proportion of high risk pts were comparable between the two cohorts (Table). Pts in the mR cohort show a trend toward longer time to next therapy (TTNT) and a significantly longer overall survival (OS) compared to the control group (Table). The R-based induction therapies were comparable in the two cohorts (p = 0.6). Median duration of mR was 1.9 yrs (95% CI 1.6-2) and mR was used most frequently every (q) 2 (range 1-6) months. Of the 42 mR pts, 25 (60%) received an R-based combination for induction and 17 (40%) received R monotherapy as induction. Five (12%) pts discontinued mR due to toxicity, infections were reported in 13 pts (31%) during mR therapy and 3 pts (7%) received IVIg infusions for recurrent infections. Conclusions: R-based induction followed by mR demonstrates a longer OS in WM compared to R-treated control population not receiving mR, albeit at a high rate of infections. Despite limitations of a retrospective study, with a heterogeneously treated cohort, these data add to the body of literature supporting Rituximab maintenance. Results from an ongoing randomized controlled trial are awaited. [Table: see text]
Outcomes with rituximab plus bendamustine (R-Benda), dexamethasone, rituximab, cyclophosphamide (DRC), and bortezomib, dexamethasone, rituximab (BDR) as primary therapy in patients with Waldenstrom macroglobulinemia (WM).
Abeykoon, Jithma P. , Zanwar, Saurabh , Ansell, Stephen M. , Kumar, Shaji , Thompson, Carrie A. , Kourelis, Taxiarchis , Lacy, Martha Q. , Warsame, Rahma , Inwards, David J. , Kyle, Robert A. , Kapoor, Prashant , Habermann, Thomas M. , Witzig, Thomas E. , Buadi, Francis K. , Go, Ronald S. , Gonsalves, Wilson I. , Leung, Nelson , Dispenzieri, Angela , Rajkumar, S. Vincent , Gertz, Morie A.

Journal of Clinical Oncology | March 12, 2020 | Volume: 37 | Issue: 15_suppl | Pages: 7509-7509

10.1200/jco.2019.37.15_suppl.7509 Get It

7509 Background: Waldenstrom macroglobulinemia (WM) is a rare lymphoma for which scant comparative data exist to guide frontline therapy. Herein, we compare 3 commonly used regimens in WM: R-Benda, DRC, and BDR in frontline setting. Methods: Patients (Pts) with active WM seen at Mayo Clinic between 2000 & 2018 who received R-Benda, DRC or BDR as primary therapy were included in this retrospective study. Response rates were assessed by Consensus Criteria. All time to event analyses were performed from the frontline therapy, using Kaplan-Meier method. Results: The study included 172 pts with active WM (R-Benda, n=67, DRC, n=75, BDR, n=30).The median follow-up for the entire cohort was 3.7 years (y) (95% CI 3.7-3.0). Baseline characteristics, including IPSS, and time to frontline therapy from WM diagnosis were similar across the 3 cohorts. Clinically relevant endpoints are shown in the Table. Hematologic and non-hematologic toxicities were similar across the 3 groups. Grade 3 neuropathy requiring treatment discontinuation was encountered in 13% pts treated with BDR. 56 pts received subsequent salvage therapy [(10% in R-Benda arm, 44% in DRC arm, & 53% in BDR arm]; 29% pts in the R-Benda arm and 30% pts in DRC arm received a PI-based regimen while 69% pts in the BDR arm received alkylator-rituximab based therapy. Conclusions: Outcomes (MRR, TTNT and EFS) with frontline R-Benda are superior in comparison to frontline DRC or BDR in patients with WM. Clinically relevant endpoints are not significantly different with DRC vs. BDR. The toxicity profile across the 3 groups was comparable. [Table: see text]
Clinical outcomes after intensive VDT-PACE therapy for relapsed multiple myeloma.
Lacy, Martha Q. , Hayman, Suzanne R. , Lust, John A., Zeldenrust, Steven R., Kapoor, Prashant , Kumar, Shaji , Singh, Preet Paul , Gonsalves, Wilson I. , Gupta, Vinay Kumar , Buadi, Francis K. , Dispenzieri, Angela , Gertz, Morie A. , Dingli, David , McCurdy, Arleigh , Rajkumar, S. Vincent

Journal of Clinical Oncology | March 12, 2020 | Volume: 31 | Issue: 15_suppl | Pages: 8600-8600

10.1200/jco.2013.31.15_suppl.8600 Get It

8600 Background: The combination of bortezomib, dexamethasone, thalidomide, cisplatin, doxorubicin, cyclophosphamide and etoposide (VDTPACE) was developed as an intense regimen for disease control prior to tandem transplantation for multiple myeloma (MM) in total therapy protocols. The regimen is very effective in this setting, and since has also been used in the relapsed setting. We examined the outcomes of a set of patients undergoing VDTPACE therapy for relapsed MM at our institution. Methods: We identified 71 patients who received VDTPACE for relapsed MM, at Mayo Clinic from 7/2006 to 7/2012. Plasma cell leukemia was excluded. All data was extracted from clinical records. Results: The median age of patients was 59 years (range, 39-80); 48 (67.6%) were male. The median time from diagnosis to initiation of VDTPACE was 38.2 months (range, 2-125). The median number of cycles given was 1 (range, 1-9). The overall response rate after one cycle was 57.1% (14.3% VGPR, 22.2% PR and 20.6% MR) in the 63 patients in whom the response was evaluable. The median overall survival (OS) post-VDTPACE was 8.2 months (95% CI, 5.7-10.9). Eighteen (25.4%) patients went on to autologous stem cell transplantation (SCT), and 7 (9.9%) received matched allogeneic SCT following VDTPACE, and the median OS post-VDTPACE was significantly longer for these groups compared to those who were not transplanted (15.3 and 20.5 months, respectively vs 5 months, p-value <0.001). Thirty eight of 66 (57.6%) patients were rehospitalized after initial admission for infusion therapy for a median duration of 6 days (range, 1-26). The median platelet and red cell transfusions were 4 (range, 0-21) and 5 (range, 0-22) units, respectively. Renal toxicity was seen in 13/62 (21%) patients and 27/65 (41.5%) patients developed neutropenic fever. The median duration to absolute neutrophil and platelet count recovery was 18 (range 12-42) and 27 (range, 12-42) days, respectively. Three (4.2%) patients died within 30 days and 11 (15.5%) within 8 weeks of initiating VDTPACE. Conclusions: VDTPACE is an effective therapy in relapsed MM but is associated with significant morbidity and short-term mortality. It appears to be more effective when followed by an autologous or allogeneic SCT.
Continued monoclonal protein response beyond day 100 after auto-transplantation for multiple myeloma.
Lacy, Martha Q. , Hayman, Suzanne R. , Kapoor, Prashant , Kumar, Shaji , Gonsalves, Wilson I. , Gertz, Morie A. , Lin, Yi , Dispenzieri, Angela , Buadi, Francis K. , Dingli, David , McCurdy, Arleigh , Singh, Preet Paul , Gupta, Vinay Kumar

Journal of Clinical Oncology | March 12, 2020 | Volume: 31 | Issue: 15_suppl | Pages: 8587-8587

10.1200/jco.2013.31.15_suppl.8587 Get It

8587 Background: Patients (pts) undergoing an auto-transplant (ASCT) for multiple myeloma (MM) have disease assessment approximately 100 days later. This result may direct decisions of further therapy versus observation. However, some pts continue to experience a decline in their serum or urine monoclonal (M) - protein after day 100 without more therapy. Little is known about the prevalence and significance of this phenomenon. Methods: We identified 903 MM pts who underwent ASCT within 12 months (mos) of diagnosis (Dx) at our institution. Their day 100 post-ASCT M-protein from serum and urine electrophoresis with immunofixation as well as serum free light chains were compared to subsequent values during follow-up. The IMWG criteria were used to evaluate response. Results: Of the pts included, 510 (56%) were male and median age at ASCT was 59 (range 28-76). Median follow up from Dx and ASCT was 82 mos (95% CI; 75 - 86) and 74 mos (95% CI; 70 - 79) respectively. There were 453 (50%) pts seen in follow-up who had not achieved a CR at Day 100 nor initiated on maintenance therapy. Of these pts, 167 (37%) had a further decrease in their M-protein after day 100 at a median of 9.4 mos (95% CI; 8 – 10) post-ASCT. Given the time taken for maximal response, we assessed patients’ clinical response at one year post-ASCT. Compared to patients who did not have further clinical response between day 100 and 1 year, pts experiencing further response had a longer time to next therapy (TTNT) (43 mos vs. 17 mos, P < 0.001) as well as overall survival (OS) (96 mos vs. 62 mos, P < 0.001). Positive predictors for continued response included having an IgG isotype, evolution from a pre-existing MGUS, smoldering myeloma or solitary plasmacytoma and a Day 100 bone marrow plasma cell < 3%. In a multivariate analysis, elevated creatinine at Dx and lack of continued response predicted for shorter TTNT and OS post-ASCT. Older age and high-risk MM by FISH also predicted a shorter OS. Conclusions: In MM pts undergoing ASCT, continued M - protein response was seen in a third of the pts lacking a CR at day 100. This phenomenon appears prognostic and must be considered when interpreting studies evaluating post-ASCT response and the need for further therapy.
Second autologous stem cell transplantation as a strategy for management of relapsed multiple myeloma.
Kumar, Shaji , Lacy, Martha Q. , Hayman, Suzanne R. , Gonsalves, Wilson I. , Dispenzieri, Angela , Buadi, Francis K. , Dingli, David , Hogan, William J. , Gertz, Morie A.

Journal of Clinical Oncology | March 11, 2020 | Volume: 30 | Issue: 15_suppl | Pages: 8092-8092

10.1200/jco.2012.30.15_suppl.8092 Get It

8092 Background: High dose therapy and autologous stem cell transplant (SCT) remain an integral part of the treatment of multiple myeloma (MM). Despite the introduction of several new drugs, disease relapse remains inevitable and a second SCT often allows continued disease control. Methods: We examined the outcomes in 105 patients (pts) undergoing a second SCT (SCT2) for relapsed MM, from among 1033 pts receiving initial transplant between 1994 and 2009. Patients receiving an allogeneic SCT post SCT2 were not included in the survival analysis. Results: Median (range) age at SCT2 was 60 yrs (35-74) and the time between SCTs was 46 mos (10-130). The median follow-up was 5 yrs from SCT2. The median (range) number of regimens between the two SCTs and from diagnosis was 2 (0-7) and 3 (1-11), respectively. Conditioning regimen was Mel 200 in 85 (81%) pts. Median (range) CD34 cells infused was 4.6 (2.5-25 million/kg). Hospitalization was required for 53 pts (50%), median hospital stay was 7 days.. Median time to ANC of 500 and platelets of 50,000 were 13 and 16 days, respectively. Treatment related mortality was seen in 5 (5%) pts. A partial response or better was seen in 95 (90%) pts, including a stringent CR in 10%, CR in 19%, and VGPR in 21%. Stable disease or progression was seen in 7 pts and 3 pts died prior to disease assessment. The median (95% CI) PFS and OS after SCT2 were 10.4 (8, 14) and 33 (28, 51) mos, respectively. The median OS was not reached and 33 mos respectively, for those obtained a CR and those with <CR, P=0.03. FISH pre-SCT2 was available for 73 pts; the PFS and OS were not affected by the presence of high-risk MM. In multivariate analyses, shorter duration of response to SCT1, higher plasma cell (PC) labeling index at SCT2, more regimens used prior to SCT2 all predicted shorter PFS and OS post SCT2. Lack of CR to SCT2 was also significantly associated with shorter PFS. Conclusions: Second SCT is an effective therapy for eligible pts relapsing after other treatments. It provides a meaningful duration of response and appears to be well tolerated. Pts with longer duration of response to first transplant and those achieving a CR appear to have maximum benefit.
Whole genome sequencing to characterize luminal-type breast cancer.
Ding, Li , Shen, Dong , Wallis, John W., Goldstein, Theodore C. , Allred, D. Craig, Leitch, A. Marilyn , Ota, David M., Bose, Ron , Wilson, Richard K. , Ellis, Matthew J. , Luo, Jingqin , Suman, Vera J. , Goiffon, Reece , Chen, Ken , Olson, John A. , Watson, Mark A , Piwnica‐Worms, David , Stuart, Joshua M. , Hunt, Kelly K. , Mardis, Elaine R.

Journal of Clinical Oncology | March 11, 2020 | Volume: 30 | Issue: 15_suppl | Pages: 503-503

10.1200/jco.2012.30.15_suppl.503 Get It

503 Background: To correlate clinical features of estrogen receptor positive breast cancer with somatic mutations, massively parallel sequencing (MPS) was applied to tumor and normal DNAs accrued from patients treated with neoadjuvant aromatase inhibitors (AI). Methods: MPS was applied to 77 baseline tumor biopsy samples from the preoperative letrozole trial (JACS 2009: 208, 906) and the Z1031 trial (JCO 2011: 29, 2342) followed by targeted sequencing in another 240 trial samples. Standard statistical approaches were used to compare mutation status and clinical parameters and pathway-based correlation was used to assess interactions between signaling perturbations induced by gene mutations and response to neoadjuvant AI. Results: Eighteen genes were significantly mutated above background. Aside from PIK3CA mutations, the list is dominated by loss-of-function mutations in tumor suppressor genes. Five (RUNX1, CBFP, MYH9, MLL3 and SF3B1) have been previously linked to benign and malignant hematopoietic disorders. Clinical correlation revealed that TP53 mutation was associated with PAM50 LumB status, high-grade histology and high proliferation rates whereas loss-of-function mutations in MAP3K1 associate with PAM50 lumA status, low proliferation rates, and low grade histology. Mutations in GATA3 were associated with greater suppression of proliferation upon AI treatment suggesting mutGATA3 may predict endocrine response. Notably, mutations in MAP3K1 were more common in PIK3CA mutant cases, suggesting cooperation. Pathway analysis demonstrated that rare MAP2K4 mutations produce similar pathway perturbations as MAP3K1 mutation, a logical finding since MAP2K4 is a substrate for MAP3K1. Signaling network patterns driven by lncRNA MALAT1 mutations were associated with multiple poor clinical outcome features. Rare mutations in druggable kinases included two in the kinase domain of HER2. Conclusions: Tumor heterogeneity in luminal-type breast cancer is driven by specific patterns of somatic mutations, however most druggable or potentially prognostic mutations are infrequent. Prospective clinical trials based on these findings will require comprehensive genome sequencing approaches and large scale investigations.