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  • 1
    In: Clinical Cancer Research, American Association for Cancer Research (AACR), Vol. 28, No. 19 ( 2022-10-03), p. 4312-4321
    Abstract: In early-stage, EGFR mutation–positive (EGFR-M+) non–small cell lung cancer (NSCLC), surgery remains the primary treatment, without personalized adjuvant treatments. We aimed to identify risk factors for recurrence-free survival (RFS) to suggest personalized adjuvant strategies in resected early-stage EGFR-M+ NSCLC. Experimental Design: From January 2008 to August 2020, a total of 2,340 patients with pathologic stage (pStage) IB–IIIA, non-squamous NSCLC underwent curative surgery. To identify clinicopathologic risk factors, 1,181 patients with pStage IB–IIIA, common EGFR-M+ NSCLC who underwent surgical resection were analyzed. To identify molecular risk factors, comprehensive genomic analysis was conducted in 56 patients with matched case–controls (pStage II and IIIA and type of EGFR mutation). Results: Median follow-up duration was 38.8 months (0.5–156.2). Among 1,181 patients, pStage IB, II, and IIIA comprised 577 (48.9%), 331 (28.0%), and 273 (23.1%) subjects, respectively. Median RFS was 73.5 months [95% confidence interval (CI), 62.1–84.9], 48.7 months (95% CI, 41.2–56.3), and 22.7 months (95% CI, 19.4–26.0) for pStage IB, II, and IIIA, respectively (P & lt; 0.001). In multivariate analysis of clinicopathologic risk factors, pStage, micropapillary subtype, vascular invasion, and pleural invasion, and pathologic classification by cell of origin (type II pneumocyte-like tumor cell vs. bronchial surface epithelial cell–like tumor cell) were associated with RFS. As molecular risk factors, the non-terminal respiratory unit (non-TRU) of the RNA subtype (HR, 3.49; 95% CI, 1.72–7.09; P & lt; 0.01) and TP53 mutation (HR, 2.50; 95% CI, 1.24–5.04; P = 0.01) were associated with poor RFS independent of pStage II or IIIA. Among the patients with recurrence, progression-free survival of EGFR-tyrosine kinase inhibitor (TKI) in those with the Apolipoprotein B mRNA Editing Catalytic Polypeptide-like (APOBEC) mutation signature was inferior compared with that of patients without this signature (8.6 vs. 28.8 months; HR, 4.16; 95% CI, 1.28–13.46; P = 0.02). Conclusions: The low-risk group with TRU subtype and TP53 wild-type without clinicopathologic risk factors might not need adjuvant EGFR-TKIs. In the high-risk group, with non-TRU subtype and/or TP 53 mutation, or clinicopathologic risk factors, a novel adjuvant strategy of EGFR-TKI with others, e.g., chemotherapy or antiangiogenic agents needs to be investigated. Given the poor outcome to EGFR-TKIs after recurrence in patients with the APOBEC mutation signature, an alternative adjuvant strategy might be needed.
    Type of Medium: Online Resource
    ISSN: 1078-0432 , 1557-3265
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2022
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  • 2
    In: SSRN Electronic Journal, Elsevier BV
    Type of Medium: Online Resource
    ISSN: 1556-5068
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2021
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  • 3
    In: Nature Communications, Springer Science and Business Media LLC, Vol. 11, No. 1 ( 2020-05-08)
    Abstract: Advanced metastatic cancer poses utmost clinical challenges and may present molecular and cellular features distinct from an early-stage cancer. Herein, we present single-cell transcriptome profiling of metastatic lung adenocarcinoma, the most prevalent histological lung cancer type diagnosed at stage IV in over 40% of all cases. From 208,506 cells populating the normal tissues or early to metastatic stage cancer in 44 patients, we identify a cancer cell subtype deviating from the normal differentiation trajectory and dominating the metastatic stage. In all stages, the stromal and immune cell dynamics reveal ontological and functional changes that create a pro-tumoral and immunosuppressive microenvironment. Normal resident myeloid cell populations are gradually replaced with monocyte-derived macrophages and dendritic cells, along with T-cell exhaustion. This extensive single-cell analysis enhances our understanding of molecular and cellular dynamics in metastatic lung cancer and reveals potential diagnostic and therapeutic targets in cancer-microenvironment interactions.
    Type of Medium: Online Resource
    ISSN: 2041-1723
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2020
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  • 4
    In: Oncotarget, Impact Journals, LLC, Vol. 6, No. 32 ( 2015-10-20), p. 33358-33368
    Type of Medium: Online Resource
    ISSN: 1949-2553
    URL: Issue
    Language: English
    Publisher: Impact Journals, LLC
    Publication Date: 2015
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  • 5
    In: Cancer Research and Treatment, Korean Cancer Association, Vol. 51, No. 2 ( 2019-04-15), p. 718-726
    Type of Medium: Online Resource
    ISSN: 1598-2998 , 2005-9256
    Language: English
    Publisher: Korean Cancer Association
    Publication Date: 2019
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  • 6
    In: Blood, American Society of Hematology, Vol. 114, No. 22 ( 2009-11-20), p. 2072-2072
    Abstract: Abstract 2072 Poster Board II-49 Backgrounds Currently, there are many efforts to design risk-adapted strategies in newly diagnosed acute promyelocytic leukemia (APL) by modulating treatment intensity and those seem to be an efficient approach to minimize treatment-related morbidity and mortality (TRM) while maintain the potential in cure for each relapse-risk group. We had postulated that maintaining of Ara-C during induction therapy might have acceptable toxicities yet obtaining good CR in newly diagnosed APL, and idarubicin alone during consolidation periods might have excellent LFS and OS with low relapse rate. Patients and Methods Eighty six patients with newly diagnosed APL were enrolled in the “multicenter AML-2000 trial” after informed consents were obtained during the period of January 2000 to July 2007. For remission induction therapy, patients received oral ATRA (45mg/m2/d, maintained until CR) combined with idarubicin (12mg/m2/d, D1-D3) plus Ara-C (100mg/m2/d, D1-D7). After CR achievement, patients received 3 monthly consolidation courses consisting of idarubicin (12mg/m2/d, D1-D3) alone and maintenance therapy with ATRA (45mg/m2/d, D1-D15, every 2 month) alone had continued for 2 years. Total patients were divided into low-risk, intermediate-risk and high-risk groups according to a predictive model for relapse risk (Sanz score) based on pretreatment WBC and platelet count and the treatment outcomes were compared in the different risk groups. Results The median age of our cohort was 40 years old (range; 6-80) and median follow-up was 27 months (range; 1-90). The distribution of patients in the 3 risk groups was as follows ; 28 (32.6%) patients in low-risk, 40 (46.5%) in intermediate-risk and 18 (20.9%) in high-risk. Overall, CR was achieved in 78 (90.7%) of 86 patients. The CR rate according risk groups was 96.4% in low-risk, 87.5% in intermediate-risk, and 88.9% in high-risk group and there was no significant statistical difference among the different risk groups. During induction therapy, 48 (55.8%) patients experienced grade 3-4 treatment-related toxicity (TRT), mostly fever and infection (38.8% of all patients) and 6 (7.0%) patients died of treatment-related complications. During 3 consolidation courses, 25 (29.1%) of 78 patients experienced grade 3-4 TRT in 1st course, 27 (36.0%) of 75 patients in 2nd course, and 14 (28.0%) of 50 patients in 3rd course. Overall, 3 (3.5%) patients died of treatment-related complications in CR. The incidence of TRT and treatment-related mortality (TRM) during induction or consolidation therapy showed no significant statistical difference among the different risk groups. The relapse occurred in 6 (7.0%) patients; 2 cases in intermediate-risk and 4 cases in high-risk. However, none had relapsed in low risk group, 5 patients of relapsed patients relapsed during consolidation courses and only one patient, however, relapsed during maintenance therapy. The overall survival (OS) and leukemia-free survival (LFS) rate at 7 years in all of patients was 76.7% and 83.5%, respectively. The OS rate at 7 years was 92.9% in low-risk, 78.6% in intermediate-risk and 53.6% in high-risk group (P:0.04) and the LFS rate at 7 years was 96.4%, 83.4% and 62.2% respectively, showing the significant difference between 3 different risk groups (P:0.046). Conclusions This study indicates that our protocol composed of induction therapy with “3+7” chemotherapy plus ATRA followed by consolidations with three courses of idarubicin alone and maintenance therapy with ATRA alone yields a high CR rate and low relapse rate but minimal acceptable toxicities. Despite of adding Ara-C during induction therapy, we did not find much significant toxicities but having good CR rates, and despite of not adding any additional low/intermediate dose chemotherapies(ie, 6MP), we were able to observe significantly high relapse rate in low and intermediate risk group with excellent LFS and OS. Meanwhile, in high-risk group, the relapse rate was significantly higher than other risk groups and most of the relapses occurred in the middle of consolidation courses. This data suggests that our consolidation therapy composed of anthracycline alone may be not enough to minimize risk of relapse in high-risk group in contrast with the low and intermediate-risk groups. More intensive consolidation therapy combined with other effective, but get tolerable chemotherapies or hematopoietic stem cell transplantation in first CR or the combination of arsenic trioxide or others in front-line therapy should be considered in the patients with high-risk of relapse. Disclosures: No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2009
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  • 7
    In: Journal of Thoracic Oncology, Elsevier BV, Vol. 18, No. 9 ( 2023-09), p. 1199-1208
    Type of Medium: Online Resource
    ISSN: 1556-0864
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2023
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  • 8
    In: Journal of Clinical Oncology, American Society of Clinical Oncology (ASCO), Vol. 40, No. 17 ( 2022-06-10), p. 1916-1928
    Abstract: Biomarkers on the basis of tumor-infiltrating lymphocytes (TIL) are potentially valuable in predicting the effectiveness of immune checkpoint inhibitors (ICI). However, clinical application remains challenging because of methodologic limitations and laborious process involved in spatial analysis of TIL distribution in whole-slide images (WSI). METHODS We have developed an artificial intelligence (AI)–powered WSI analyzer of TIL in the tumor microenvironment that can define three immune phenotypes (IPs): inflamed, immune-excluded, and immune-desert. These IPs were correlated with tumor response to ICI and survival in two independent cohorts of patients with advanced non–small-cell lung cancer (NSCLC). RESULTS Inflamed IP correlated with enrichment in local immune cytolytic activity, higher response rate, and prolonged progression-free survival compared with patients with immune-excluded or immune-desert phenotypes. At the WSI level, there was significant positive correlation between tumor proportion score (TPS) as determined by the AI model and control TPS analyzed by pathologists ( P 〈 .001). Overall, 44.0% of tumors were inflamed, 37.1% were immune-excluded, and 18.9% were immune-desert. Incidence of inflamed IP in patients with programmed death ligand-1 TPS at 〈 1%, 1%-49%, and ≥ 50% was 31.7%, 42.5%, and 56.8%, respectively. Median progression-free survival and overall survival were, respectively, 4.1 months and 24.8 months with inflamed IP, 2.2 months and 14.0 months with immune-excluded IP, and 2.4 months and 10.6 months with immune-desert IP. CONCLUSION The AI-powered spatial analysis of TIL correlated with tumor response and progression-free survival of ICI in advanced NSCLC. This is potentially a supplementary biomarker to TPS as determined by a pathologist.
    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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  • 9
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 83, No. 7_Supplement ( 2023-04-04), p. 4546-4546
    Abstract: Background: Several studies have reported the predictive and prognostic value of novel transcriptional factor-based molecular subtypes in small-cell lung cancer (SCLC). We conducted an in-depth analysis using multi-omics data to elucidate the underlying characteristics that lead to differences in clinical outcomes between subtypes. Patients and Methods: Immunohistochemistry (IHC, n=252), target exome sequencing (n=422), and whole transcriptome sequencing (WTS, n=189) data generated from 427 patients with SCLC patients were comprehensively analyzed. The differences in the mutation profile, gene expression profile were analyzed according to the IHC-based molecular subtype. Clinical implication was evaluated based on treatment outcomes of individual patients. Results: IHC based molecular subtyping revealed a high incidence of ASCL1 subtype (SCLC-A, 56.3%) followed by ASCL1/NEUROD1 co-expressed (SCLC-trans, 17.9%), NEUROD1 (SCLC-N, 12.3%), POU2F3 (SCLC-P, 9.1%), triple-negative (SCLC-TN, 4.4%) subtypes showing high concordance with WTS-based subtyping. We delineated the SCLC-trans subtype resembling SCLC-A rather than SCLC-N in terms of both gene expression profiles and clinical outcomes. SCLC-TN type was defined as non-significant expression of A, N, P. Favorable overall survival (OS) was observed in SCLC-A compared to SCLC-N (adjusted HR 2.4, 95% CI 1.5-3.9, p & lt; 0.001) and SCLC-P (adjusted HR 1.7, 95% CI 0.9-2.9, p = 0.087). SCLC-TN showed a similar OS with SCLC-A (adjusted HR 1.2, 95% CI 0.6 -2.7, p = 0598). The clinical outcome based on inflamed phenotype, clustered by effector cell gene expression profile which are only found in 5% of SCLC-N but 60% of SCLC-P, was more likely to benefit from first-line immunotherapy treatment than non-inflamed phenotype (p = 0.013). Inflammed phenotype demonstrated longer progression-free survival to the first line immunotherapy compared to the non-inflammed phenotype. (10.5 vs 4.3, p = 0.013) Conclusions: This study provides fundamental data, including the incidence and basic demographics of molecular subtypes of SCLC using both IHC and WTS from a comparably large cohort including potential differences in the distribution of subtypes based on ethnicity. Additionally, our results reveal differences in the underlying biological pathway activities and immunogenicity based on molecular subtype, possibly related to the difference in clinical outcomes, including immunotherapy response. Citation Format: Sehhoon Park, Tae Hee Hong, Soohyun Hwang, Hyun-Ae Jung, Jong-Mu Sun, Jin Seok Ahn, Myung-Ju Ahn, Jong Ho Cho, Yong Soo Choi, Jhingook Kim, Young Mog Shim, Hong Kwan Kim, Yoon-La Choi, Se-hoon Lee, Keunchil Park. Comprehensive analysis using transcriptional factor based molecular subtypes and correlation to clinical outcomes in small-cell lung cancer. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 4546.
    Type of Medium: Online Resource
    ISSN: 1538-7445
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2023
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  • 10
    In: Blood, American Society of Hematology, Vol. 112, No. 11 ( 2008-11-16), p. 2975-2975
    Abstract: Cytogenetics is still being considered the most powerful single prognostic factor, which is useful to determine the types of post-remission therapy in AML, though various molecular markers are available for predicting the prognosis of AML patients. Most phase III studies have failed to demonstrate a clear advantage of allografting over chemotherapy in terms of overall survival because of significant risk of transplant-related mortality. Optimal post-remission therapies in terms of frequencies (number of treatment) or intensities are not decided yet. In this study, since 2000, we investigated that outcomes of post-remission therapies(high-dose cytarabine (HDAC) vs autologous stem cell transplantation (AutoSCT) vs allogeneic stem cell transplantation from sibling or unrelated donors (AlloSCT)) based on cytogenetic risk (GPG, Good prognosis group; IPG, Intermediate prognosis group; PPG, Poor prognosis group by MRC definition) on the AML patients who achieved complete remission after induction chemotherapy. The aims of this prospective intention to treat analysis was to compare the CR, recovery kinetics, DFS and OS in the different prognostic groups. Three plus seven (idarubicin 12mg/m2, D1–D3; cytarabine 100mg/m2, D1–D7) were given to de novo AML, secondary AML and therapy-related AML. Then, HDAC or AutoSCT was given after intermediate dose (8gm/m2) of cytarabine to the patients with GPG. Three times of post-remission therapy including HDAC, or AutoSCT followed by two times of post-remission therapy were given to IPG or PPG. If HLA-identical sibling was available, then AlloSCT underwent after 1st post-remission therapy. Since January, 2000, 506 patients(18 centers) were enrolled up to December, 2007. Among them, 92.3% was de novo AML, and GPG, IPG and PPG were, 23.1%, 62.1% and 14.8% respectively. Over all complete remission rate after 1st induction was 79.0% and CR rate in GPG, IPG, PPG were 92.0%, 81.0% and 43.9% respectively(P & lt;0.001) in 476 patients who were eligible to this study. In Good Prognosis Group (GPG), survivals were not different between different treatment groups (5 year LFS: HDAC 34.2%, AutoSCT 63.5%, AlloSCT 54.8%, p=0.270; 5 year OS: HDAC 54.5%, AutoSCT 62.5%, AlloSCT 53.3%, p=0.676). However, beneficial effect of AlloSCT in post-remission therapy therapy was observed by multivariate analysis in terms of LFS compared to HDAC (HR of relapse for HDAC 3.198 compared to AlloSCT, p=0.045). Outcomes of HDAC group were inferior in GPG in terms of OS and LFS compared to other studies. This results may be due to low cumulative dose of Ara C, because patients of HDAC group in GPG treated just 1 cycle of IDAC before HDAC therapy. In addition, in our cohort, majority (80%) of GPG have t(8;21), which are known as having inferior survival results, compared to inv(16) group. In Intermediate Prognosis Group (IPG), survivals were not different among different types of treatment (5 year LFS: HDAC 31.1%, AutoSCT 42.4%, AlloSCT 55.0%, p=0.131; 5 year OS: HDAC 39.2%, AutoSCT 42.5%, AlloSCT 46.5%, p=0.491). AlloSCT group showed a trend of being superior to other therapeutic modalities in terms of LFS (p=0.07). AutoSCT group showed a trend of being superior to other therapeutic modalities in OS by multivariate analysis (HR of death for AutoSCT 0.539 compared to AlloSCT, p=0.085). In Poor Prognosis Group (PPG), though data showed slightly beneficial effect of AlloSCT in AML therapy, however, there were no significant statistical differences on OS/LFS in 3 types of consolidation therapy modalities (4 year LFS: HDAC 48.3%, AutoSCT 0%, AlloSCT 39.1%, p=0.379; 4 year OS: HDAC 21.4%, AutoSCT 33.3%, AlloSCT 56.1%, p=0.638). Based on this trial, Allo- or Auto-SCT over HDAC may have beneficial effects in some subgroup with high risk and young age, among the patients with good and intermediate cytogenetic risk. In GPG, “sufficient cumulative dose” of Ara C seems to be necessary to have a good outcome. However, GPG seems to be heterogenous group in terms of biology having poor prognosis when one has additional CG abnormalities on top of t(8;21) or inv(16), which ones need to investigate further. While finding more effective anti-AML molecules/monoclonal Ab’s are necessary, good therapeutic rationales in terms of choosing AlloSCT vs AutoSCT vs HDAC should be established. Same time, identifying for better cellular and molecular prognostic factors over cytogenetics are still relevant for designing “effective therapies, but minimal toxicities”.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2008
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