Discovery and validation of a quantitative, stromal-associated imaging biomarker of pancreatic ductal adenocarcinoma (PDAC).

2018 ◽  
Vol 36 (4_suppl) ◽  
pp. 228-228 ◽  
Author(s):  
Mohamed Zaid ◽  
Baishali Chaudhury ◽  
Gauri R. Varadhachary ◽  
Matthew H. G. Katz ◽  
Joseph M. Herman ◽  
...  

228 Background: As pancreatic ductal adenocarcinoma (PDAC) remains highly lethal, biomarkers are needed to identify patients who may benefit from specific therapeutic strategies. We previously described a qualitative computed tomography (CT) based biomarker - delta classification, whereby high delta tumors showed lower stromal content, more aggressive biology and poorer outcomes, than their counterparts. Here, we describe a quantitative method to differentiate these patients and predict outcomes. Methods: We retrospectively identified 101 treatment naïve patients who underwent pancreatectomy as a discovery cohort and 90 patients who underwent preoperative gemcitabine-based chemoradiation for validation. All patients underwent a pre-therapy pancreatic protocol CT and were classified as high or low delta, as described before. We semi-automatically segmented the tumors, chose normal pancreatic (NP) tissue and abdominal fat as references, then measured relative enhancement values using Philips IntelliSpace8 multimodality tumor tracking. We then analyzed the arterial and portal-venous phases separately using ROC and cox proportional hazards. Results: Delta class significantly associated with normalized enhancement values (NEV) in the arterial phase referenced to NP (P<0.0001, AUC =90%). A cutoff of 0.72 was identified that also distinguished high and low delta groups in the validation cohort (P<0.0001). As a continuous variable, the NEV was associated with distant metastasis free survival (DMFS) and overall survival (OS) on uni and multivariate analyses, accounting for traditional survival covariates. Using cutoff of 0.72, patients with high NEV had longer median OS (39 and 35.9 months) compared to those with low NEV (17.5 and 17.6 months, P=<0.0001) in discovery and validation cohorts, respectively. Similarly, patients with high NEV had longer median DMFS (46.6 and 62.2 months) compared to those with low NEV (15.6 and 13.1 months, P=0.005) in discovery and validation cohorts, respectively. Conclusions: The NEV measurement on baseline CT scans may serve as a quantitative imaging biomarker that can objectively reflect tumor biology and provide prognostic insight.

2021 ◽  
Vol 11 ◽  
Author(s):  
He Xu ◽  
Jie Hua ◽  
Qingcai Meng ◽  
Xiaohong Wang ◽  
Jin Xu ◽  
...  

PurposeHypodensity of pancreatic ductal adenocarcinoma (PDAC) during contrast-enhanced computed tomography (CECT) examination is common, but a minority of PDAC patients exhibit hyperdense images. The present study examined the clinical characteristics and protein landscape of PDAC with hyperdensity.Materials and MethodsA total of 844 pathologically confirmed PDAC patients who underwent CECT before surgery were included. During the parenchymal phase of CECT, patients were assigned to the hyperdense or hypodense group based on CT values. Clinical and CT characteristics for predicting relapse-free survival (RFS) and overall survival (OS) were analyzed using the Kaplan–Meier method and Cox proportional hazards model. The expression of the tumor angiogenesis marker CD31 and stroma-related protein CTHRC1 were analyzed using immunohistochemistry (IHC) assay to evaluate differences between the two groups. Proteomics was performed to compare the possible mechanisms underlying the differential enhancement on CT scans.ResultsBased on CECT, 43 and 801 PDAC patients had hyperdense and hypodense lesions, respectively. All 43 patients presented a hyperdense lesion in the parenchymal phase. The mean CECT values of the hyperdense group were higher than the hypodense group (102.5 ± 17.4 and 53.7 ± 18.7, respectively, P&lt; 0.001). The hyperdense group had a better prognosis than the hypodense group (median RFS, 19.97 vs. 12.34 months, P = 0.0176; median OS, 33.6 vs. 20.3 months, P = 0.047). Multivariate analysis showed that age, higher CA19-9 levels (&gt; 300 U/ml), tumor stage, tumor differentiation, tumor CT density, and adjuvant chemotherapy were significant independent prognostic factors for OS. CD31 immunohistochemical staining showed that the hyperdense PDACs had a higher microvessel density than the hypodense group (P&lt; 0.001). CTHRC1 expression was higher in the hypodense group (P = 0.019). Sixty-eight differentially expressed proteins were found using the tandem mass tag labeling-based quantification of the proteomes of PDAC tissue samples, and 7 proteins (POFUT1, PKP2, P0DOX4, ITPR1, HBG2, IGLC3, SAA2) were related to angiogenesis.ConclusionPatients who presented with a hyperdense mass on CECT had a higher microvessel density and better prognosis. Anti-angiogenic therapy may be suitable for these patients.


Pathogens ◽  
2019 ◽  
Vol 8 (4) ◽  
pp. 161
Author(s):  
Birkneh Tilahun Tadesse ◽  
Adugna Chala ◽  
Jackson Mukonzo ◽  
Tolosssa Eticha Chaka ◽  
Sintayehu Tadesse ◽  
...  

There is limited data on virologic outcome and its correlates among HIV-infected children in resource-limited settings. We investigated rate and correlates of virologic outcome among treatment naïve HIV-infected Ethiopian children initiating cART, and were followed prospectively at baseline, 8, 12, 24 and 48 weeks using plasma viral load, clinical examination, laboratory tests and pretreatment HIV drug resistance (PDR) screening. Virologic outcome was assessed using two endpoints–virological suppression defined as having “undetectable” plasma viral load < 150 RNA copies/mL, and rebound defined as viral load ≥150 copies/mL after achieving suppression. Cox Proportional Hazards Regression was employed to assess correlates of outcome. At the end of follow up, virologic outcome was measured for 110 participants. Overall, 94(85.5%) achieved virological suppression, of which 36(38.3%) experienced virologic rebound. At 48 weeks, 9(8.2%) children developed WHO-defined virological treatment failure. Taking tenofovir-containing regimen (Hazard Ratio (HR) 3.1-[95% confidence interval (95%CI) 1.0–9.6], p = 0.049) and absence of pretreatment HIV drug resistance (HR 11.7-[95%CI 1.3–104.2], p = 0.028) were independently associated with earlier virologic suppression. In conclusion, PDR and cART regimen type correlate with rate of virologic suppression which was prominent during the first year of cART initiation. However, the impact of viral rebound in 38.3% of the children needs evaluation.


2021 ◽  
Vol 39 (15_suppl) ◽  
pp. e18565-e18565
Author(s):  
Olga Kantor ◽  
Monica L. Wang ◽  
Kimberly Bertrand ◽  
Mariana Chavez-MacGregor ◽  
Rachel A. Freedman ◽  
...  

e18565 Background: The persistent racial and socioeconomic status (SES) disparities in breast cancer outcomes are partially attributed to propensity towards more aggressive cancers or presentation at higher stages among these groups. Chronic stressors related to race and SES are another major mechanism underlying these inequities. This study aims to examine the effect of race and SES within the AJCC 8th-edition staging system, which incorporates anatomic extent of disease and tumor biology. Methods: The SEER breast cancer database linked with county-level census data was used to identify patients with invasive breast cancer from 2010-2015. The database includes a composite SES-index which was analyzed in quintiles. Cox proportional-hazards regression was used to estimate disease-specific survival (DSS). Results: 259,852 patients were included: 176,369 (67.9%) non-Hispanic white, 28,510 (11.0%) Black, 29,737 (11.4%) Hispanic, and 22,887 (8.8%) Asian. Black race, lower SES, public insurance, lower education, and increased poverty were associated with decreased DSS. Adjusted survival analysis for patient, SES, tumor, and treatment characteristics demonstrated that patients of black race had inferior DSS within each stage. Fully adjusted models also showed patients residing in lower SES counties had inferior DSS [Table]. Conclusions: Racial and SES disparities in breast cancer-specific mortality were evident across all stages of disease. Future efforts to improve breast cancer outcomes should systematically assess and address racial and socioeconomic factors as fundamental drivers of inequitable outcomes. Adjusted 5-year DSS Estimates, Stratified by Race and SES.[Table: see text]


2019 ◽  
Vol 96 (1138) ◽  
pp. 461-466
Author(s):  
Jie LI ◽  
Jia-Yi Huang ◽  
Kenneth Lo ◽  
Bin Zhang ◽  
Yu-Qing Huang ◽  
...  

BackgroundPulse blood pressure was significantly associated with all-cause mortality in middle-aged and elderly populations, but less evidence was known in young adults.ObjectiveTo assess the association of pulse pressure (PP) with all-cause mortality in young adults.MethodsThis cohort from the 1999–2006 National Health and Nutrition Examination Survey included adults aged 18–40 years. All included participants were followed up until the date of death or 31 December 2015. PP was categorised into three groups: <50, 50~60, ≥60 mm Hg. Cox proportional hazards models and subgroup analysis were performed to estimate the adjusted HRs and 95% CIs for all-cause mortality.ResultsAfter applying the exclusion criteria, 8356 participants (median age 26.63±7.01 years, 4598 women (55.03%)) were included, of which 265 (3.17%) have died during a median follow-up duration of 152.96±30.45 months. When treating PP as a continuous variable, multivariate Cox analysis showed that PP was an independent risk factor for all-cause mortality (HR 1.94, 95% CI 1.02 to 3.69; p=0.0422). When using PP<50 mm Hg as referent, from the 50~60 mm Hg to the ≥60 mm Hg group, the risks of all-cause mortality for participants with PP ranging 50–60 mm Hg or ≥60 mm Hg were 0.93 (95% CI 0.42 to 2.04) and 1.15 (95% CI 0.32 to 4.07) (P for tend was 0.959). Subgroup analysis showed that PP (HR 2.00, 95% CI 1.05 to 3.82; p=0.0360) was associated with all-cause mortality among non-hypertensive participants.ConclusionAmong young adults, higher PP was significantly associated with an increased risk of all-cause mortality, particularly among those without hypertension.


Neurosurgery ◽  
2017 ◽  
Vol 81 (6) ◽  
pp. 935-948 ◽  
Author(s):  
Joan Margaret O’Donnell ◽  
Michael Kerin Morgan ◽  
Gillian Z Heller

Abstract BACKGROUND The evidence for the risk of seizures following surgery for brain arteriovenous malformations (bAVM) is limited. OBJECTIVE To determine the risk of seizures after discharge from surgery for supratentorial bAVM. METHODS A prospectively collected cohort database of 559 supratentorial bAVM patients (excluding patients where surgery was not performed with the primary intention of treating the bAVM) was analyzed. Cox proportional hazards regression models (Cox regression) were generated assessing risk factors, a Receiver Operator Characteristic curve was generated to identify a cut-point for size and Kaplan–Meier life table curves created to identify the cumulative freedom from postoperative seizure. RESULTS Preoperative histories of more than 2 seizures and increasing maximum diameter (size, cm) of bAVM were found to be significantly (P &lt; .01) associated with the development of postoperative seizures and remained significant in the Cox regression (size as continuous variable: P = .01; hazard ratio: 1.2; 95% confidence interval: 1.0-1.3; more than 2 seizures: P = .02; hazard ratio: 2.1; 95% confidence interval: 1.1-3.8). The cumulative risk of first seizure after discharge from hospital following resection surgery for all patients with bAVM was 5.8% and 18% at 12 mo and 7 yr, respectively. The 7-yr risk of developing postoperative seizures ranged from 11% for patients with bAVM ≤4 cm and with 0 to 2 preoperative seizures, to 59% for patients with bAVM &gt;4 cm and with &gt;2 preoperative. CONCLUSION The risk of seizures after discharge from hospital following surgery for bAVM increases with the maximum diameter of the bAVM and a patient history of more than 2 preoperative seizures.


2015 ◽  
Vol 33 (7_suppl) ◽  
pp. 86-86
Author(s):  
Jennifer Cullen ◽  
Inger L. Rosner ◽  
Timothy C. Brand ◽  
Amina Ali ◽  
Yongmei Chen ◽  
...  

86 Background: Molecular assays can improve risk assessment for newly diagnosed PCa, but it is imperative to characterize assay performance in different racial groups, since tumor biology and clinical outcomes may vary. A racially diverse cohort of men (20% AA) with PCa in the Center for Prostate Disease Research multi-center national database was used to determine the association of GPS with outcomes in men treated with radical prostatectomy (RP) for localized PCa. Methods: Biopsy specimens from 431 men treated with RP for NCCN very low, low or intermediate risk PCa at 2 U.S. military medical centers were tested with a 17-gene RT-PCR assay to validate the association between GPS (scale 0-100) and 1) biochemical recurrence (BCR) following RP, and 2) adverse pathology (AP) at RP. BCR was defined as 2 successive PSA levels > 0.2 ng/mL. AP was defined as high-grade (primary Gleason pattern 4 or any pattern 5) and/or pT3 disease. Cox proportional hazards and logistic regression models were used. Results: GPS was obtained in 402 cases (93%), including 82 AA men. A broad range of GPS results was observed in both AA and CA men; GPS distributions were similar between AA (median GPS = 30.3; inter-quartile range (IQR): 23-38) and CA (median GPS = 30.3; IQR: 23-40); no correlation was observed between GPS and race (r = -0.04, p = 0.45). No differences in expression of individual genes or gene groups in the assay were observed between the two groups. In univariable analysis, PSA, biopsy GS and NCCN risk group were associated with BCR and AP, but race was not. The associations between GPS and clinical outcomes were similarly strong and statistically significant in both AA and CA men - BCR HR/20 GPS units = 3.0 (95% CI: 2.0-4.3) for CA vs. 3.5 (95% CI: 1.0-11.7) for AA; AP OR/20 units = 4.0 (95% CI: 2.6-6.6) for CA vs. 2.9 (95% CI: 1.2-7.6) for AA (p < 0.05 for all). Conclusions: In this cohort of patients treated in a health care system with equal access, clinical outcomes and the tumor biology measured by GPS were similar between AA and CA patients. GPS is a significant predictor of BCR and AP in men treated with RP for localized PCa in both AA and CA men.


2017 ◽  
Vol 35 (15_suppl) ◽  
pp. e21045-e21045
Author(s):  
Daniel Vilarim Araujo ◽  
Rafael Vanin de Moraes ◽  
Victor Aurelio Ramos Sousa ◽  
Mauro Daniel Spina Donadio ◽  
Aline Fusco Fares ◽  
...  

e21045 Background: Biomarkers to select the patients most likely to benefit from checkpoint inhibitors are urged. NLR is a simple way of measuring systemic inflammation and is an independent predictor of survival before Anti-CTLA4 therapy. We hypothesized if NLR is also a predictor of survival before Anti-PD1 therapy. Methods: We performed a retrospective review of the medical records of all consecutive metastatic melanoma patients who received Nivolumab treatment from January/2014 – February/2017, including 53 patients prospectively collected from an Expanded Access Program. Of 86 patients, 83 patients were included for demographic and efficacy analysis, and 74 had information about baseline pre-treatment NLR. We analyzed NLR as a continuous variable and categorised ≥ 5 vs. < 5. Kaplan-Meier method was used for survival analysis. Long-rank test compared categories and Cox proportional hazards regression model was used to assess the prognostic significance of baseline NLR in univariate and multivariable analysis. Results: Median PFS for the entire population was 6,407 months (3,28 – 9,52) and median OS was not reached (NR) with a median FU of 10,74 months. The median NLR ratio was 3,11 (0,87 – 19). 18 patients (24,3%) had a ≥ 5 NLR vs. 56 (75,7%) < 5. Median PFS for NLR ≥ 5 was: 2,3 (1,75 – 2,84) vs. 12,02 (5,11 – 18,93) for < 5 (HR = 3,11; IC95% 1,52 – 6,27; p = 0,001). Median OS ≥ 5: 3,05 (2,06 – 4,04) vs. NR for < 5 (HR = 5,88; IC95% 2,60 – 13,29; p = 0,001). NLR categorised remained statistically significant in multivariate analysis for PFS and NLR as a continuous variable remained statistically significant for both PFS and OS in multivariate analysis (Table 1). Conclusions: Baseline NLR is a rapid, simple, and cost-free predictor of survival before Anti-PD1 therapy. These results should be validated in a larger cohort of patients. [Table: see text]


2018 ◽  
Vol 36 (4_suppl) ◽  
pp. 148-148
Author(s):  
Bryan Anthony Chan ◽  
Hao-Wen Sim ◽  
Akina Natori ◽  
Stephanie Moignard ◽  
Daniel Yokom ◽  
...  

148 Background: In gastric/GEJ cancer, 40% of patients (pts) are metastatic at diagnosis ( de novo stage IV) and up to 70% with locoregional disease recur (relapsed stage IV). We compared survival outcomes between de novo vs relapsed stage IV. Methods: A retrospective observational study of stage IV gastric/GEJ pts was conducted (2012-2015). Overall survival (OS) was from date of stage IV diagnosis. PFS1 defined the period from stage IV diagnosis to first progression. PFS2 was from first to second progression. For relapsed stage IV pts, disease-free interval (DFI) was the period from initial diagnosis to metastatic relapse. Cox proportional hazards models compared OS, PFS1 and PFS2 between de novo vs relapsed stage IV pts, stratified by DFI [ < 6, 6-12 and > 12 months (mo)] and controlled for baseline patient characteristics. Results: Of 198 pts, 62% were male and median age was 64 years (26-93), with 64% gastric and 36% GEJ adenocarcinomas. Primary therapy for locoregional pts included surgery (75%), perioperative chemotherapy (42%) and radiotherapy (42%). De novo and relapsed stage IV pts represented 68% and 32% of the cohort respectively. Median follow-up was 13 mo. Controlled for age, performance status and Charlson comorbidity index, there were no significant differences in OS (median OS 12.5 ( de novo) vs 12.2 mo (relapsed); HR 1.22, 95% CI 0.83-1.77, p = 0.31), PFS1 (6.8 vs 7.4 mo; HR 1.00, 95% CI 0.65-1.56, p = 0.98) or PFS2 (3.8 vs 3.0 mo; HR 1.03, 95% CI 0.44-2.41, p = 0.95). Median OS for relapsed stage IV patients were different by DFI groups (log-rank p = 0.02): 22.9 mo (for DFI > 12mo; n = 31), 11.2 mo (DFI 6-12; n = 19) and 7.5 mo (DFI < 6; n = 14). Additionally, OS was significantly better if the DFI was greater than 12 mo, compared with de novo stage IV (HR 0.50, 95% CI 0.28-0.88, p = 0.02). Conclusions: There was no observed difference in the natural history of de novo vs relapsed stage IV gastric/GEJ pts. DFI was strongly prognostic with median OS (from date of relapse) approaching 2 years for relapsed pts with DFI > 12 mo. In addition to implications for treatment strategy, tumor biology within subgroups should be examined to identify novel biomarkers and potential therapeutic targets.


2019 ◽  
Vol 37 (15_suppl) ◽  
pp. e18155-e18155 ◽  
Author(s):  
Drew Carl Drennan Murray ◽  
Shruti Bhandari ◽  
Phuong Ngo ◽  
Sarah Mudra ◽  
Rachana Shirish Lele ◽  
...  

e18155 Background: Black (B) women after early stage of diagnosis have been shown to have double the risk of white (W) women for failing to receive adjuvant chemotherapy. Despite lower incidence of breast cancer in B patients, they are more likely to die of the disease. Worse outcomes in B populations have been related to clinical and socioeconomic factors. However, the determination of improved access and its effects on survival in black patients remains uncertain. Methods: 1042844 patients diagnosed between 2004 and 2014 with stage I-III breast cancer were identified in the NCDB. Only W and B races were analyzed with established risk factors of age, stage, comorbidity score, and insurance status. Data was analyzed using univariable and multivariable logistic and Cox proportional hazards regression models. Odds Ratio (OR) for binary outcome, Hazard Ratio (HR) for time-to-event (survival) outcome along with 95% confidence interval (95% CI) are reported. Results: Among the total population 85.5% were W, 10.6% B, and 3.9% other. B were more likely to be uninsured (OR: 1.66; 95% CI: 1.59 - 1.72; p < 0.0001), or have Medicaid (OR: 2.01; 95% CI: 1.96 - 2.07; p < 0.0001). B were also diagnosed at later stage (stage 3 OR: 1.59; 95% CI: 1.57 - 1.63; p < 0.0001) with higher co-morbidities (OR: 2.49; 95% CI: 2.34 - 2.67; p < 0.0001) consistent with prior studies. B were more likely to experience delayed treatment (OR: 2.15; 95% CI: 2.10 - 2.20; p < 0.0001). B race remained an independent factor associated with higher likelihood of death compared to W patients (HR: 1.32; 95% CI: 1.3 - 1.34; p < 0.0001) in multivariable analysis. Conclusions: This large database study demonstrates that even when controlling for established risk factors such lack of insurance or Medicaid, higher comorbidities, and later stage at diagnosis, B patients were more likely to experience delays in treatment initiation and worse overall survival. This suggests race remains an independent risk factor for poor outcome even when clinical factors are matched. Further analysis including tumor biology should be examined to better understand this persistent disparity.


Blood ◽  
2020 ◽  
Vol 136 (Supplement 1) ◽  
pp. 1-3
Author(s):  
Anthony Mato ◽  
Boxiong Tang ◽  
Soraya Azmi ◽  
Keri Yang ◽  
Jennifer C Stern ◽  
...  

Introduction: Genetic risk factors play an important role in the prognosis of a patient with Chronic Lymphocytic Leukemia (CLL) or Small Lymphocytic Lymphoma (SLL). One of the strongest negative prognostic factors is the presence of a 17p deletion (del(17p)). While ibrutinib monotherapy has shown efficacy in the relapsed/refractory and treatment-naïve settings (Burger et al., 2015; Munir et al., 2019), evidence from clinical trials specifically concerning its use in patients with del(17p) is limited in the front line setting. The available limited evidence does suggest that its use in patients with del(17p) may result in shorter PFS and OS compared to patients without the deletion (Mato et al., 2018; O'Brien et al., 2018; Brown et al., 2018). Using real world data we addressed two objectives: (1) comparing baseline demographic and clinical characteristics of ibrutinib-treated patients with and without del(17p), and (2) assessing outcomes of overall survival (OS), time-to-next-treatment (TTNT), and time-to-treatment discontinuation (TTD) among CLL/SLL patients with and without del(17p) in the first-line setting. Methods: Data from the nationwide Flatiron Health EHR-derived de-identified database were abstracted. Patients included were those aged ≥18 years, diagnosed with CLL/SLL (ICD-9 codes: 204.1x or ICD-10: C91.1x, C83.0x), and who had at least two clinic encounters in the Flatiron Health network and received ibrutinib as first CLL directed therapy on or after January 1, 2011. Patients had documented CLL/SLL and a documented cytogenetic test performed prior to ibrutinib start date confirming the presence or absence of del(17p). The start of first-line ibrutinib was defined as the index date for all comparative analyses. Baseline characteristics between present or absent del(17p) groups were compared. OS, TTNT, TTD were estimated using Kaplan Meier method and survival outcomes were compared between the two groups using the Cox proportional hazards model. Adjustment for covariates was performed for gender, age at index date, practice type (academic or community), Rai stage at diagnosis, ECOG status year of index date, status of deletion 11q, 13q, Trisomy 12 and IgHV mutation status. Reasons for discontinuation of ibrutinib are being explored. Presence or absence of TP53 mutations were not captured. Results: There were 1,037 first-line ibrutinib treated patients included based on the above inclusion criteria, 24% of patients had del(17p) present. The majority (95%) of patients were treated in community practices and the median follow up period was 18 months. The two groups differed in their Rai stage distribution at diagnosis, with del(17p) present patients tending to be later stage at diagnosis than del(17p) absent. Del(17p) patients also started first-line therapy sooner after diagnosis.Median OS was shorter in the del(17p) present group at 57.54 months from initiation of treatment (p&lt;0.001), compared to the del(17p) absent group where median OS was not reached [Table 1, Figure 1].The Cox proportional hazards models were consistent with this finding, where HR for OS was 1.72 times greater in the del(17p) present group, and this difference was statistically significant in both the unadjusted (p&lt;0.001) [Table 1] and adjusted analyses (p=0.009) [Not shown].In parallel with OS findings, the del(17p) present group tended to have shorter median TTNT (50.23 months vs. NR, p=0.063). The TTD for all patients was 48.62 months, while the TTD was shorter in the del(17p) group (35.80 months vs. NR, p=0.117). These results were confirmed in the Cox proportional hazards models and similarly the difference between groups was not statistically significant [Table 1, Figure 2]. Conclusions: We present the largest study addressing outcomes of patients with del(17p) treated with ibrutinib monotherapy in the front line setting to address an important data gap that current clinical trials have not directly addressed. Since ibrutinib is now a standard of care for such high-risk patients, a deeper understanding if the presence of del(17p) impacts survival outcomes in patients treated with ibrutinib in the front line setting is needed. Based on the significant impact shown on OS, and to a lesser degree TTNT and TTD, these data confirm that del(17p) is a negative predictive factor in this setting. This reflects an ongoing unmet need among treatment naïve CLL/SLL patients with del(17p) status. Disclosures Mato: Janssen: Consultancy, Research Funding; Loxo: Consultancy, Research Funding; Genentech: Consultancy, Research Funding; Pharmacyclics: Consultancy, Research Funding; TG Therapeutics: Consultancy, Research Funding; AstraZeneca: Consultancy, Research Funding; AbbVie: Consultancy, Research Funding; Adaptive: Consultancy, Research Funding. Tang:BeiGene, Ltd.: Current Employment, Current equity holder in publicly-traded company. Azmi:BeiGene, Ltd.: Current Employment, Current equity holder in publicly-traded company. Yang:BeiGene, Ltd.: Current Employment, Current equity holder in publicly-traded company. Stern:BeiGene, Ltd.: Current Employment, Current equity holder in publicly-traded company. Hedrick:BeiGene, Ltd: Current Employment, Current equity holder in publicly-traded company. Huang:BeiGene: Current Employment, Current equity holder in publicly-traded company, Other: TRAVEL, ACCOMMODATIONS, EXPENSES (paid by any for-profit health care company). Sharman:AbbVie: Consultancy, Research Funding; Bristol Meyers Squibb: Consultancy, Research Funding; BeiGene: Research Funding; Pfizer: Consultancy, Research Funding; Pharmacyclics: Consultancy, Research Funding; AstraZeneca: Consultancy, Research Funding; Genentech: Consultancy, Research Funding; TG Therapeutics: Consultancy, Research Funding; Acerta: Consultancy, Research Funding; Roche: Consultancy, Research Funding; Celgene: Consultancy, Research Funding.


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