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  • American Society of Clinical Oncology (ASCO)  (66)
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  • 1
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 33, No. 28_suppl ( 2015-10-01), p. 81-81
    Abstract: 81 Background: As known, larger tumor size and more extensive lymph node (LN) involvement have been considered an independent factor for poor prognosis of breast cancer. We evaluated if very small tumor size may be a factor of worse prognosis compared to larger tumor in small sized breast cancer with LN involvement. Methods: A retrospective analysis was made in a single center of all 1400 patients with small (below 2cm, T1) sized and LN involved (N1~N3) breast cancer without metastasis diagnosed between 2004 and 2014. Their ages ranged from 23 to 88 years (mean age 49.1 ± 9.9 years) and mean follow-up was 31 months. All patients were performed with surgery including axillary LN dissection without neo-adjuvant chemotherapy. We subdivided their tumor size to 4 group (T1m, T1a, T1b and T1c) grading by 7th AJCC cancer staging. The number of patients in each group is as follows: T1m = 17, T1a = 63, T1b = 214, T1c = 1106. The specific features related to mortality were analyzed according to the minor groups and they were compared with one another by Chi-square test and Kaplan-Meier analysis. Results: Total expired patients were 39 (2.8%) and the number (the rate in each group) of the minor groups is as follows: T1m = 1 (5.9%), T1a = 1 (1.6%), T1b = 7 (3.3%), T1c = 22 (2.0%). Overall survival of smaller sized tumor groups ( ≤ 1cm, T1m+T1a+T1b) are significantly decreased than the other larger sized group T1c in T1N1 staged patients (p = 0.004). There are significant differences in estrogen receptor, progesterone receptor, nuclear grade, recurrence among the 4 minor groups in whole patients group. In the analysis of nuclear grade, the results show higher grade in T1m than T1a, T1m than T1b, T1b than T1c. Especially, recurrence of T1m is significantly more frequent than T1a (17.6% vs 3.2%, P = 0.03) or T1b (17.6% vs 4.2%, p = 0.016). Conclusions: In conclusion, this study indicates smaller sized tumor with LN involvement can progress worse compared to larger tumor. This result supports very small size can be another predictive factor for prognosis in small sized breast cancer with LN involvement.
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
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    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2015
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  • 2
    Online Resource
    Online Resource
    American Society of Clinical Oncology (ASCO) ; 2022
    In:  Journal of Clinical Oncology Vol. 40, No. 16_suppl ( 2022-06-01), p. 4119-4119
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 40, No. 16_suppl ( 2022-06-01), p. 4119-4119
    Abstract: 4119 Background: Tumor microenvironment (TME) is known to impact prognosis in hepatocellular carcinoma (HCC). Although digital pathology and artificial intelligence have been adopted in modern medicine and oncology, few quantitative biomarkers have been identified to predict the prognosis and guide treatment for HCC via an automated analysis of TME at the cellular level. Methods: Histopathological images and clinical data of 365 cases with HCC were obtained from TCGA (The Cancer Genome Atlas), and 60 of HCC pathology images and cancer lesion annotations were collected from PAIP2019 [1]. DenseNet-based HCC segmentation model (F1-score, 0.904) and Hover-Net-based cell detection model (F1-score, 0.914) were developed using PAIP2019 and MoNuSac datasets, respectively [2,3,4] . Each histopathology image of TME was segmented via the segmentation model into two areas: 1) non-tumoral regions that include the stroma; 2) tumoral regions where HCC cells are concentrated. The cell detection model recognized individual cells on images, specified lymphocytes, and calculated ratios of lymphocyte to total cell count (RLTCC) in segmented regions. RLTCC was then correlated with clinical survival outcomes, HCC primary risk factors, and RNA expression profiles. Results: RLTCC in tumoral regions was not significantly associated with prognosis. Patient groups with higher RLTCC in non-tumoral regions (RLTCC in NT) showed better overall survival (OS) than those with lower RLTCC in NT regardless of HCC risk factors (median OS 45.7 vs 18.6 months; log hazard ratio of -1.6 ± 1.1, p=0.006). These patients had significantly enriched expression of genes (p 〈 0.05) related to cancer antigen presentation (higher gene expression by +33.7%), recognition of cancer cells by T-cell (+32.0%), T-cell priming and activation (+32.2%), immune cell localization to tumors (+31.9%), and killing of cancer cells (+24.7%). Those with HCC etiology of hepatitis B and C had more patients in the higher RLTCC in NT (17/21 patients, 81.0%; 23/29, 79.3%, respectively). In comparison, those with alcohol consumption showed equal distribution (26/53, 49.1%). The RLTCC in NT in hepatitis B/C groups was statistically higher than alcohol consumption group (p 〈 0.05). Conclusions: A digital prognostic biomarker, RLTCC in NT of TME was identified as a significant prognostic indicator, and it was shown to correlate with RNA gene expression related to T-cell mediated cancer immunity. A retrospective analysis of clinical response from systemic therapy in relation to digital biomarkers is underway and will be reported. References: [1] Kim et al. Med. Image Anal. 67 (2021). [2] Riasatian, Abtin, et al. Med. Image Anal. 70 (2021). [3] Graham, Simon, et al. Med. Image Anal. 58 (2019). [4] Verma, Ruchika, et al. IEEE Trans Med Imaging 39.1380-1391 (2020).
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
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    RVK:
    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2022
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  • 3
    Online Resource
    Online Resource
    American Society of Clinical Oncology (ASCO) ; 2021
    In:  Journal of Clinical Oncology Vol. 39, No. 15_suppl ( 2021-05-20), p. 4107-4107
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 39, No. 15_suppl ( 2021-05-20), p. 4107-4107
    Abstract: 4107 Background: Cellular and non-cellular components in the tumor microenvironment (TME) impact prognosis and treatment in hepatocellular carcinoma (HCC). We previously reported a deep learning-based model of tissue segmentation in pathology images, showing an impact of stromal and malignant cell distribution with respect to gene expression on survival and molecular subtypes of cancer [1]. Methods: Clinical outcomes data, mRNA-seq, and histopathology images of 351 patients (pts) with HCC were obtained from TCGA. We established a combined algorithm of two deep learning models: ResNet-based model for tissue segmentation; YOLO-based model for cell detection, using published data sets [2, 3] . The tissue segmentation model defines six segments having following predominant components: malignant cells, lymphocytes, adipose, stromal, mucinous, and normal liver tissues. The cell detection model calculates density and mapping of cells in the TME. The immune landscape was analyzed via mRNA-seq of 770 genes enriched in TME. This comprehensive analysis defined parameters including the cell density per lymphocyte segmented area (CDpLA), representing the density of lymphocytes on a lymphocyte-rich area in TME. Results: Pts were clustered into two groups with high and low CDpLA (212 and 139 pts). High CDpLA was defined as lymphocyte density 〉 0.5 (13,618 cells/mm 2 lymphocyte area). Pts with high CDpLA showed significantly better median overall survival (OS) than those with low CDpLA (82.9 vs 37.8 month, p 〈 0.005). The hazard ratio of CDpLA in OS was 0.36 (95% CI 0.18-0.72, p 〈 0.005). Among pts with available clinical data, 29 and 21 pts were with hepatitis C (HCV) and hepatitis B (HBV). Out of 29 HCV pts, 23 and 6 pts were with high and low CDpLA; out of 21 HBV pts, 17 and 4 pts were with high and low CDpLA. Fifty three were with alcoholic abuse, and 26 and 27 pts were with high and low CDpLA. Of note, pts with high CDpLA had significantly better OS in HCV pts (61.7 vs 19.9 months, p 〈 0.005). Genomic analysis with mRNA-seq shows that HCV pts with high CDpLA have lower expression of genes related to myeloid-derived suppressor cells (TRANK1, MEGF9, HS3ST2, GPNMB) and higher in genes related to immune activation (PLD4, IL3RA, TNFRSF4). Conclusions: A deep learning-assisted model of TME segmentation and cell detection showed an impact on survival from CDpLA, rather than the total number of lymphocytes in the TME. HCV pts are more likely to have higher CDpLA, and CDpLA was a strong prognostic indicator in HCV pts. Pts with high CDpLA are those with elevated expression of genes related to immune activation and decreased expression of immunosuppressive genes. Retrospective and prospective analysis of clinical response to immunotherapy and tyrosine kinase inhibitors is underway. [1] Kim et al. Cancer Res 2020 (80) (16 Supp) 2631 [2] Kather et al. PLoS Med 2019 16(1): e1002730 [3] Gamper et al. arXiv 2020:10778
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
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    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2021
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  • 4
    Online Resource
    Online Resource
    American Society of Clinical Oncology (ASCO) ; 2018
    In:  Journal of Clinical Oncology Vol. 36, No. 4_suppl ( 2018-02-01), p. 783-783
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 36, No. 4_suppl ( 2018-02-01), p. 783-783
    Abstract: 783 Background: Predicting treatment response of preoperative chemoradiotherapy (CRT) in patients with rectal cancer is important for physicians to guide a patient to the relevant treatment. We evaluate the change of white blood cell (WBC) count before and during CRT if it is associated with susceptibility to the CRT and affects tumor response. Methods: Medical records of 641 patients with rectal cancer who received preoperative CRT followed by curative surgery were retrospectively reviewed. Complete blood cell counts were measured weekly before and during the radiation therapy. We assessed the pre-CRT/nadir ratio of WBC count for the treatment response to CRT and recurrence-free survival. Results: The enrolled patients were divided into two groups of high WBC ratio (HWR) and low WBC ratio (LWR) with the cutoff value of 0.49, which was found by receiver operating characteristic curve (Sensitivity, 0.38 and 1-Specificity, 0.22; p=0.007). In 641 patients, 490 (76.4%) were HWR group and 151 (23.6%) were LWR group. Complete pathologic response rates were 12.2% in HWR group and 23.8% in LWR group, respectively (p=0.001). Downstaging rates of each group were 37.8% and 48.3%, respectively (p=0.02). In the logistic regression analysis, CEA level over 5ng/ml (Adjusted OR 0.566, 95% CI 0.351-0.912; p=0.019) and HWR (Adjusted OR 0.412, 95% CI 0.256-0.663; p=0.001) were significant adverse factors of the pathologic complete response. The 5-year recurrence-free survival rate was significantly higher in LWR group than in HWR group (67.6% and 83.3%; p=0.001). Conclusions: Low WBC ratio predicts a good tumor response to the preoperative CRT, and is significantly associated with an improved recurrence-free survival in rectal cancer.
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
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    RVK:
    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2018
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  • 5
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 37, No. 15_suppl ( 2019-05-20), p. 9037-9037
    Abstract: 9037 Background: Lazertinib (YH25448) is a highly mutant-selective, irreversible 3 rd -generation epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor (TKI) that targets the activating EGFR mutations (Del19 and L858R), as well as the T790M mutation, while sparing wild type. We report the updated results from a Phase I/II study of lazertinib (NCT03046992). Methods: Patients with advanced and metastatic NSCLC who had progressed after treatment with standard EGFR-TKIs with/without asymptomatic brain metastases (BM) were enrolled in an open-label, multicenter, phase I/II study with dose-escalation and expansion cohorts. Lazertinib was administered once daily at doses between 20 to 320 mg in a 21-day cycle. Patients were assessed for safety, tolerability and efficacy. T790M mutation was required in the dose-expansion cohorts. Results: As of 26 Nov 2018, a total of 127 patients were enrolled. The dose-escalation cohort included 38 patients administered with 20 to 320 mg across 7 dose levels, and 89 patients in the dose-expansion cohort were administered with 40 to 240 mg across 5 dose levels. No dose-limiting toxicities were observed. The median duration of treatment was 9.7 months and 58 patients are still ongoing. The objective response rate (ORR) was 60% in all patients, 64% in T790M+ patients, and 37% in T790M- patients by investigators assessment. In BM patients with measurable lesion (n = 14), the intracranial ORR was 50%. The median progression-free survival (PFS) was 8.1 months in all patients, 9.5 months in T790M+ patients, and 5.4 months in T790M- patients. Subgroup analysis showed that ORR was 65% and PFS was 12.2 months in T790M+ patients with ≥ 120 mg (n = 62). The most common treatment-emergent adverse events (TEAEs) were pruritus (27%), rash (24%), constipation (20%), decreased appetite (19%) and diarrhea (14%). TEAEs leading to dose discontinuation were observed in 3% of patients. Drug related TEAEs of grade ≥ 3 was observed in 3% of the patients. Conclusions: Lazertinib was safe, well-tolerated and exhibits promising systemic and intracranial antitumor activity in EGFR T790M+ NSCLC patients. Dose extension cohorts in the 1st and 2nd line settings are underway at 240 mg dose. Clinical trial information: NCT03046992.
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
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    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2019
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  • 6
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 40, No. 33 ( 2022-11-20), p. 3868-3877
    Abstract: The combination of oxaliplatin and fluoropyrimidine for 6 months is one of the standard options for adjuvant therapy for high-risk stage II and III colorectal cancers (CRCs). The optimal duration of oxaliplatin to diminish neurotoxicity without compromising efficacy needs to be clarified. PATIENTS AND METHODS This open-label, randomized, phase III, noninferiority trial randomly assigned patients with high-risk stage II and III CRC to 3 and 6 months of oxaliplatin with 6 months of fluoropyrimidine groups (3- and 6-month arms, respectively). The primary end point was disease-free survival (DFS), and the noninferiority margin was a hazard ratio (HR) of 1.25. RESULTS In total, 1,788 patients were randomly assigned to the 6-month (n = 895) and 3-month (n = 893) arms, and 83.6% in the 6-month arm and 85.7% in the 3-month arm completed the treatment. The neuropathy rates with any grade were higher in the 6-month arm than in the 3-month arm (69.5% v 58.3%; P 〈 .0001). The 3-year DFS rates were 83.7% and 84.7% in the 6-month and 3-month arms, respectively, with an HR of 0.953 (95% CI, 0.769 to 1.180; test for noninferiority, P = .0065) within the noninferiority margin. Among patients with stage III CRC treated by capecitabine plus oxaliplatin, the 3-year DFS of the 3-month arm was noninferior as compared with that of the 6-month arm with an HR of 0.713 (95% CI, 0.530 to 0.959; P = .0009). However, among patients with high-risk stage II and stage III CRC treated by infusional fluorouracil, leucovorin, and oxaliplatin, the noninferiority of the 3-month arm compared with the 6-month arm was not proven. CONCLUSION This study suggests that adding 3 months of oxaliplatin to 6 months of capecitabine could be considered an alternative adjuvant treatment for stage III CRC (ClinicalTrials.gov identifier: NCT01092481 ).
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
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    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2022
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  • 7
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 41, No. 16_suppl ( 2023-06-01), p. e15173-e15173
    Abstract: e15173 Background: Due to the dramatic decrease in cost of genome sequencing, we are entering the era of whole genome sequencing (WGS) at $100. Tumor mutational burden (TMB) and mutational signatures have been introduced as potential prognostic/predictive cancer biomarkers and mostly assessed by targeted cancer gene sequencing panels. However, they are truly whole genome-wide events and thus more accurately estimated by whole genome sequencing data. Methods: We analyzed WGS data produced by Genome Insight Inc. that encompass 〉 1,300 breast, lung, and hepatocellular carcinoma samples, collectively. Our genome-wide TMBs (wgsTMB) were systematically compared with the TMB estimates by targeted sequencing methods, such as conventional whole-exome sequencing (WES) and targeted panel sequencing from FoundationOne CDx (F1CDx). In parallel, we leveraged genome-wide somatic mutations for validating mutational signatures projected from the targeted sequencing methods. Results: Pembrolizumab is FDA approved for solid tumors with high TMB (≥ 10 mutations/Mb) assessed by F1CDx. This criterion classified that 546 of the tumors (41%) in our cohort as high F1CDx TMB (f1TMB), who may benefit from immunotherapy. However, the high f1TMB classification was inconsistent to the genome-wide TMB classification ( p 〈 2.2e-16). For example, 132 high f1TMB tumors (24.1%; 132/546) showed lower than the median wgsTMB estimate. On the flip side, 32% of the low f1TMB tumors (251/784) demonstrate higher than median wgsTMB estimate (see table). Although there is no approved criterion in WGS that defines hypermutators, our data illustrates that WGS will be helpful for redefining the criteria for selecting patients for immune checkpoint inhibitors. The wgsTMB was also an essential factor for accurate estimation of mutational signatures from targeted sequencing. For example, in high TMB tumors, mutational signature estimated from WES showed on average 0.87 cosine similarity with signatures from WGS. However, the correlation was substantially reduced in low TMB tumors, showing only ~0.64 on average. Particularly, ~12% of breast tumors with considerable levels of homologous recombination deficiency (HRD) signatures by WGS were not captured by whole-exome sequencing based approaches. Further exploration should be performed with WGS to select proper patients for targeted therapies, including PARP inhibitors. Conclusions: Despite the current guidelines depending on targeted sequencing in precision oncology, we showed that whole-genome sequencing can deliver more accurate cancer genome profiles, such as, but not limited to, TMB and mutational signatures. Given its more comprehensive capabilities and affordable cost, we believe that WGS-based precision oncology is medically necessary. [Table: see text]
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
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    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2023
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  • 8
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 36, No. 15_suppl ( 2018-05-20), p. 9033-9033
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
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    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2018
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  • 9
    Online Resource
    Online Resource
    American Society of Clinical Oncology (ASCO) ; 2015
    In:  Journal of Clinical Oncology Vol. 33, No. 15_suppl ( 2015-05-20), p. e12031-e12031
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 33, No. 15_suppl ( 2015-05-20), p. e12031-e12031
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
    RVK:
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    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2015
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  • 10
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 27, No. 35 ( 2009-12-10), p. 6027-6032
    Abstract: On the basis of the benefits of frontline radiation in early-stage, extranodal, natural killer (NK)/T-cell lymphoma (ENKTL), we conducted a phase II trial of concurrent chemoradiotherapy (CCRT) followed by three cycles of etoposide, ifosfamide, cisplatin, and dexamethasone (VIPD). Patients and Methods Thirty patients with newly diagnosed, stages IE to IIE, nasal ENKTL received CCRT (ie radiation 40 to 52.8 Gy and cisplatin 30 mg/m 2 weekly). Three cycles of VIPD (etoposide 100 mg/m 2 days 1 through 3, ifosfamide 1,200 mg/m 2 days 1 through 3, cisplatin 33 mg/m 2 days 1 through 3, and dexamethasone 40 mg days 1 through 4) were scheduled after CCRT. Results All patients completed CCRT, which resulted in 100% response that included 22 complete responses (CRs) and eight partial responses (PRs). The CR rate after CCRT was 73.3% (ie, 22 of 30 responses; 95% CI, 57.46 to 89.13). Twenty-six of 30 patients completed the planned three cycles of VIPD, whereas four patients did not because they withdrew (n = 2) or because they had an infection (n = 2). The overall response rate and the CR rate were 83.3% (ie; 25 of 30 responses; 95% CI, 65.28 to 94.36) and 80.0% (ie, 24 of 30 responses; 95% CI, 65.69 to 94.31), respectively. Only one patient experienced grade 3 toxicity during CCRT (nausea), whereas 12 of 29 patients experienced grade 4 neutropenia. The estimated 3-year, progression-free and overall survival rates were 85.19% (95% CI, 72.48 to 97.90) and 86.28% (95% CI, 73.97 to 98.59), respectively. Conclusion Patients with newly diagnosed, stages IE to IIE, nasal ENKTL are best treated with frontline CCRT.
    Type of Medium: Online Resource
    ISSN: 0732-183X , 1527-7755
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    Language: English
    Publisher: American Society of Clinical Oncology (ASCO)
    Publication Date: 2009
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