A phase II study of gemcitabine, ifosfamide, and oxaliplatin (GIFOX) as upfront treatment for high-risk, non-anaplastic large cell, peripheral T-cell lymphomas.

2013 ◽  
Vol 31 (15_suppl) ◽  
pp. 8564-8564
Author(s):  
Gaetano Corazzelli ◽  
Gianpaolo Marcacci ◽  
Ferdinando Frigeri ◽  
Gaetana Capobianco ◽  
Francesco Volzone ◽  
...  

8564 Background: Patients (pts) with peripheral T/NK cell lymphomas (PTCL) and intermediate-high/high IPI risk have a 5-yr overall survival < 20%. Current chemotherapy is unsatisfactory while benefit of upfront autologous transplantation (ASCT) is limited by high pre-transplant progression rates and pts advanced age. We evaluated efficacy and stem cells (SCs)-mobilizing activity of a biweekly regimen of gemcitabine (G), ifosfamide (Ifo) and oxaliplatin (Ox) (GIFOX), as an upfront strategy ensuring fast cytoreduction and early ASCT access or an effective alternative to CHOP-like programs in transplant-inelegible pts. Methods: Six biweekly courses of GIFOX [G 1000 mg/m2 D1, Ox 130 mg/m2 D2, Ifo 5 g/m2 D2 as 24h infusion (fractionated over days 2-4 in pts>65 yrs), G-CSF DD 7-11] were planned for all pts, with SCs mobilization at course 3 in ASCT-eligible pts. Simon's minimax two-stage design was adopted with the primary and secondary endpoints of response rate (RR) and progression-free survival (PFS), respectively. Results: Thirty-four pts (median age 63 yrs, r 42-80) [PTCL, nos (n=16), AITL (n=7), extranodal NK/T-cell (n=5), SS (n=6)], with IPI score intermediate-high (62%) or high (38%) were accrued [stage IV: 71%; BM involvement: 38%; E-site >1: 47%; hi LDH: 71%; ECOG>1: 38%; B-symptoms: 44%]. A total of 172 courses was delivered (median 6, r 2-6). Only 5 pts received <4 courses, due to progression (n=4) or early death (n=1). Overall RR was 82% [95% CI, 66-92; 22 complete (CR) and 6 partial (PR) responses]. Twelve pts mobilized SCs (median CD34+ cells harvest: 4.36x106/kg) and 8 (7CRs,1PR) underwent ASCT, 6 to 13 weeks after the 6th course. Estimated 5-yr PFS was 48% (95%CI: 28-65); median PFS for non-transplanted pts was 15 mo.s. Estimated 4-yr disease-free survival was 58%. Relevant toxicities were G4 thrombocytopenia (13%), G4 anemia (23%), G3/G4 infection (29%/6%), G3 encephalopathy (6%). Conclusions: Response and survival rates of GIFOX in high-risk PTCL compared more than favorably to CHOP-based regimens. Effective cytoreduction and prompt access to ASCT were ensured, together with safe delivery of a full induction program to transplant-ineligible pts.

2009 ◽  
Vol 27 (15_suppl) ◽  
pp. 8579-8579
Author(s):  
G. Corazzelli ◽  
F. Frigeri ◽  
G. Marcacci ◽  
G. Capobianco ◽  
M. Arcamone ◽  
...  

8579 Background: Gemcitabine (G), ifosfamide (Ifo), oxaliplatin (Ox) and rituximab (R) have been accounted of cross-synergy in preclinical and early clinical studies in Hodgkin lymphoma (HL). We assessed activity, toxicity and stem cells (SCs) mobilizing capacity of a bi-weekly salvage combination with these agents in HL recurring after conventional or high dose therapy (HDT). Methods: Patients were scheduled to receive 3 R-GIFOX courses followed by SCs mobilization and HDT if elegible for autologous transplantation (ASCT) or 3 more courses if not. R-GIFOX consisted of R 375 mg/m2 D1, G 1000 mg/m2 D2, Ox 130 mg/m2 D3 and Ifo 5 g/m2 D3, as a 24-h single infusion, G-CSF 5 mcg/kg/d DD 7–11 (10 mcg/kg/d, 3rd course until SCs mobilization). Results: Twenty-one patients (median age 33 yrs, r 22–64) with relapsed (n = 16) [post-ASCT (n=6), <12 mo.s (n=7), > 12 mo.s (n=3)] or primary progressive (n = 5) HL, were prospectively accrued. Ten patients (48%) had received ≥ 2 previous CHT lines and 15 (78%) had GHLSG recurring HL prognostic score ≥ 2. Eighty-three total courses were delivered (median 3, r 3–6). CTCAE v3.0 G4 thrombocytopenia occurred in 18% of courses, G4 infection in 11%. Ifosfamide was withdrawn at the 4th course in 2 patients, both aged 64 yrs, due to tachyarrhythmia and encephalopathy. Actual dose intensity of the first 3 courses was 82%, 86%, 92 % for G, Ifo and Ox, respectively. The overall response according to FDG-PET/IWC criteria after 3 courses was 86%, with 2 partial and 16 complete responses (CRs) (76%; CR=10, CRu=6). Four CRs were achieved among the 6 patients with post-ASCT relapses. Eight of 14 eligible patients had effective CD34+ cells harvest [median 4,35 × 106/kg (r 2,91–11.45)] and proceeded to subsequent ASCT. Five ’bad mobilizers’ had previously undergone radiation therapy (n=3) and radioimmunotherapy (n=2). At 42 mo.s. Failure Free Survival was 57%. At a median f.u. of 12 mo.s for CRs, Disease Free Survival was 79% in patients eligible for ASCT and 41% in those unfit treated with additional R-GIFOX. Conclusions: R-GIFOX retains an attractive therapeutic potential in recurring HL, enabling pre-ABMT cytoreduction and mobilization, and also a safe delivery of a full salvage program to patients unfit for HDT. No significant financial relationships to disclose.


2000 ◽  
Vol 18 (13) ◽  
pp. 2567-2575 ◽  
Author(s):  
Stephan A. Grupp ◽  
Julie W. Stern ◽  
Nancy Bunin ◽  
Cheryl Nancarrow ◽  
Amy A. Ross ◽  
...  

PURPOSE: Advances in chemotherapy and supportive care have slowly improved survival rates for patients with high-risk neuroblastoma. The focus of many of these chemotherapeutic advances has been dose intensification. In this phase II trial involving children with advanced neuroblastoma, we used a program of induction chemotherapy followed by tandem high-dose, myeloablative treatments (high-dose therapy) with stem-cell rescue (HDT/SCR) in rapid sequence. PATIENTS AND METHODS: Patients underwent induction chemotherapy during which peripheral-blood stem and progenitor cells were collected and local control measures undertaken. Patients then received tandem courses of HDT/SCR, 4 to 6 weeks apart. Thirty-nine patients (age 1 to 12 years) were assessable, and 70 cycles of HDT/SCR were completed. RESULTS: Pheresis was possible in the case of all patients, despite their young ages, with an average of 7.2 × 106 CD34+ cells/kg available to support each cycle. Engraftment was rapid; median time to neutrophil engraftment was 11 days. Four patients who completed the first HDT course did not complete the second, and there were three deaths due to toxicity. With a median follow-up of 22 months (from diagnosis), 26 of 39 patients remained event-free. The 3-year event-free survival rate for these patients was 58%. CONCLUSION: A tandem HDT/SCR regimen for high-risk neuroblastoma is a feasible treatment strategy for children and may improve disease-free survival.


2006 ◽  
Vol 92 (2) ◽  
pp. 92-97 ◽  
Author(s):  
Sergio Frustaci ◽  
Massimiliano Berretta ◽  
Alessandro Comandone ◽  
Ettore Bidoli ◽  
Antonino De Paoli ◽  
...  

Aims and Background After the first adjuvant study on adult soft tissue sarcomas was concluded, the participating institutions continued to select and treat patients according to that protocol. The aim of this study was to test the protocol reproducibility when applied as a standard practice. Methods A call for retrospective data was launched in June 1999 (self-referral of consecutive unregistered patients); thereafter, a prospective follow-up was performed. The treatment regimen consisted of epirubicin (60 mg/m2 days 1 and 2), ifosfamide (3 g/m2/die for 3 days) and equimolar doses of 6-mercapto-ethansulfonate (MESNA), with 300 μg G-CSF administered subcutaneously from day +8 until recovery, every 3 weeks for a total of 5 cycles. Results From November 1996 to June 1999, 55 high-risk, adult patients were treated. The average median dose intensity was 89% of the planned program. Grade 3-4 toxicities were leukopenia (49%), thrombocytopenia (14%), transfusion requiring anemia in 7 patients (16%), and alopecia in all patients (100%). After a median follow-up of 70 months, 23 patients (41.8%) relapsed and 19 died. Median disease-free, local disease-free and overall survival rates have not yet been reached. The disease-free survival rates at 2 and 4 years were 73% and 57%, respectively; the corresponding overall survival rates were 91% and 70%, respectively. Conclusions The feasibility and reproducibility of the original protocol were confirmed, since disease-specific overall survival and disease-free survival rates at the same period of observation and with the same prolonged follow-up did not differ.


2016 ◽  
Vol 34 (17) ◽  
pp. 2028-2036 ◽  
Author(s):  
Patrice Carde ◽  
Matthias Karrasch ◽  
Catherine Fortpied ◽  
Pauline Brice ◽  
Hussein Khaled ◽  
...  

Purpose To compare patients with high-risk stage III to IV Hodgkin lymphoma (HL) in the phase III European Organisation for Research and Treatment of Cancer 20012 Intergroup trial (Comparison of Two Combination Chemotherapy Regimens in Treating Patients With Stage III or Stage IV Hodgkin’s Lymphoma) who were randomly assigned to either doxorubicin, bleomycin, vinblastine, and dacarbazine (ABVD) or to bleomycin, etoposide, doxorubicin, cyclophosphamide, vincristine, procarbazine, and prednisone (BEACOPP). Patients and Methods Patients with clinical stage III or IV HL, International Prognostic Score of 3 or higher, and age 60 years or younger received ABVD for eight cycles (ABVD8) or escalated-dose BEACOPP (BEACOPPescalated) for four cycles followed by baseline BEACOPP (BEACOPPbaseline) for four cycles (BEACOPP4+4) without radiotherapy. Primary end points were event-free survival (EFS), treatment discontinuation, no complete response (CR) or unconfirmed complete response (CRu) after eight cycles, progression, relapse, or death. Secondary end points were CR rate, overall survival (OS), quality of life, secondary malignancies, and disease-free survival in CR/CRu patients. Results Between 2002 and 2010, 549 patients were randomly assigned to ABVD8 (n = 275) or BEACOPP4+4 (n = 274). Other characteristics included median age, 35 years; male, 75%; stage IV, 74%; “B” symptoms, 81%; and International Prognostic Score ≥ 4, 59%. WHO performance status was 0 (34%), 1 (48%), or 2 (17%). Median follow-up was 3.6 years. CR/CRu was 82.5% in both arms. At 4 years, EFS was 63.7% for ABVD8 versus 69.3% for BEACOPP4+4 (hazard ratio [HR], 0.86; 95% CI, 0.64 to 1.15; P = .312); disease-free survival was 85.8% versus 91.0% (HR, 0.59; 95% CI, 0.33 to 1.06; P = .076), and OS was 86.7% versus 90.3% (HR, 0.71; 95% CI, 0.42 to 1.21; P = .208). Death as a result of toxicity occurred in six and five patients, early discontinuation (before cycle 5) in 12 and 26 patients, treatment crossovers in five and 10 patients, and secondary malignancies in eight and 10 patients in the ABVD8 and BEACOPP4+4 arms, respectively. Conclusion ABVD8 and BEACOPP4+4 resulted in similar EFS and OS in patients with high-risk advanced-stage HL. Because BEACOPP4+4 did not demonstrate a favorable effectiveness or toxicity ratio compared with ABVD8, treatment burden, immediate and late toxicities, and associated costs must be considered before selecting one of these regimens on which to build future treatment strategies.


1994 ◽  
Vol 12 (12) ◽  
pp. 2580-2587 ◽  
Author(s):  
C Sebban ◽  
E Lepage ◽  
J P Vernant ◽  
E Gluckman ◽  
M Attal ◽  
...  

PURPOSE Optimal postremission therapy remains controversial in adult patients with acute lymphoblastic leukemia (ALL). In a large multicentric trial (LALA87), we compared allogeneic bone marrow transplantation (BMT) with other postremission therapies (chemotherapy or autologous transplantation) using the result of the human leukocyte antigen (HLA) typing as a random allocation. PATIENTS AND METHODS Patient eligibility requirements were as follows: (1) inclusion in LALA87 trial, (2) complete response to induction or salvage therapy, (3) age 15 to 40 years, and (4) at least one potential sibling donor. Patients with an HLA-identical sibling were assigned to the BMT group, while patients without a sibling donor constituted the control group. Allogeneic transplantation was scheduled for patients in the BMT group; in the control group, patients were randomly allocated to receive chemotherapy or autologous transplantation. RESULTS Of 284 eligible points, 257 entered the study: 116 were allocated to the BMT group and 141 to the control group. The 5-year survival rates were not statistically significantly different between the two groups. When only patients with high-risk ALL were considered (those with [1] Philadelphia chromosome [Ph1] ALL, [2] null or undifferentiated ALL, or [3] c-ALL with either age greater than 35 years or WBC count > 30 x 10(9)/L or time to achieve complete remission > 4 weeks), overall survival (P = .03) and disease-free-survival (P = .01) were better for the BMT group compared with the control group (5-year overall survival rates, 44% v 20%; 5-year disease-free survival rates, 39% v 14%). CONCLUSION Allogeneic transplantation does not improve survival in patients with standard-risk ALL and should be recommended only for patients with adverse prognostic factors.


1988 ◽  
Vol 6 (1) ◽  
pp. 128-141 ◽  
Author(s):  
M Shimoyama ◽  
K Ota ◽  
M Kikuchi ◽  
K Yunoki ◽  
S Konda ◽  
...  

One hundred sixty-three patients with advanced non-Hodgkin's lymphoma including adult T cell leukemia/lymphoma (ATL) were treated from 1981 to 1983 with VEPA (vincristine, cyclophosphamide, prednisolone, and doxorubicin) or VEPA-M (VEPA plus methotrexate) in randomized fashion after stratification by surface marker. The complete response (CR) rate and the 4-year survival rate of patients treated with VEPA-M was 62.2% and 36.9%, respectively, while for those treated with VEPA the rates were 51.9% and 26.6, respectively. The difference was not statistically significant, but pretreatment characteristics predictive for response and survival were interesting. Three factors, leukemic change, poor performance status (PS), and T cell marker, were negatively associated with both CR and survival rates, and high-grade pathology was adversely associated with survival rate in a multivariate analysis. These prognostic factors are somewhat different from those in Western lymphomas. This may be reflection of major differences in patients' characteristics between Japanese and Western lymphomas: in this study, there was a high incidence of T cell lymphoma/leukemia (50%) including ATL (33%), leukemic manifestation (34%), poor PS (34%), and a low incidence of follicular lymphoma (9%). The statistically significant three factors for both CR and survival rates were used to construct a model containing eight categories of patients at increasing risk for poor response and shortened survival. These categories were divided into four groups, with respective CR and 4-year survival rates of 91% and 73%, 67% and 35%, 27% and 7%, and 10% and 5%. Ninety-three patients in whom CR was induced by VEPA or VEPA-M therapy were evaluated for prognostic factors predictive for disease-free survival. A shorter period (less than 28 days) required to achieve CR, a clinical diagnosis of ATL, and a lower hemoglobin level were found to affect disease-free survival adversely. These results have important implications for both the design of prospective randomized therapeutic trials and the determination of optimal therapy for individual patients.


Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 1161-1161 ◽  
Author(s):  
Monica Thakar ◽  
Parameswaran Hari ◽  
David G. Maloney ◽  
Carolyn A. Keever-Taylor ◽  
Lori Jones ◽  
...  

Abstract Background: Regimens using post-transplant cyclophosphamide (CY) have been developed to provide potent in vivo T cell depletion for patients undergoing human leukocyte antigen (HLA)-haploidentical hematopoietic cell transplantation (HCT). Luznik, O'Donnell and colleagues (BBMT 2008) reported that when this immune suppression strategy is coupled with non-myeloablative conditioning (fludarabine 150 mg/m2, CY 29 mg/kg, 2 Gy total body irradiation) followed by marrow transplantation, it was well-tolerated with low rates of non-relapse mortality (NRM; 15% at 1 year). However, the 2 year overall survival (OS) and event-free survival were low at 36% and 26%, respectively, due to high relapse rates (51% at 1 year). One explanation could be that while post-HCT CY promoted low rates of acute graft-versus-host disease (GVHD), it also eliminated early T and natural killer (NK) cell clones important for disease surveillance. Based on this hypothesis, we developed a next-generation Phase I/II clinical trial incorporating a boost of donor NK cells on day +7 as an attempt to prevent relapse after transplant. In this study, CY 50 mg/kg as a single dose on day +3 was used for T cell depletion. Methods: Forty patients (pediatric, n=14; adult, n=26) with median age of 45 (range 8-75) years having ALL (n=11), AML (n=9), MDS (n=6), HL (n=6), MM (n=4), NHL (n=3), and CLL (n=1) underwent non-myeloablative transplantation using related, HLA-haploidentical marrow donors on this prospective clinical trial. Patients were high risk due to underlying disease, potential for relapse, and/or risk for transplant-related mortality (TRM). Most patients were heavily pre-treated, with median time from cancer diagnosis to transplant being 2 (0.3 - 12.1) years, including 18 patients having 26 prior HCTs (auto, n=14; allo, n=12). Twenty-five patients (63%) had HCT-CI scores ≥ 3 indicating high risk for TRM. In order to obtain NK cells, non-mobilized peripheral blood mononuclear cells were collected from donors on day +6 using apheresis and stored overnight. NK cells were isolated on day +7 using the Miltenyi CliniMACS system (CD3 depletion followed by CD56 selection) and were administered as a single, fresh infusion that same day without prior culturing or expansion. The Phase I dose-finding study (n=11) enrolled at 2 NK doses [2.5 or 5 x 106/kg +/- 20%, respectively], with extended enrollment at the 2nd dose level for Phase II (n=29) with 83% of patients meeting NK dose parameters. NK cell products had a median log T cell depletion of 5.4 (4.1-7.1), median NK recovery of 54% (33-68%), and median NK purity of 92% (74-99%). Excellent viability (>95%) was seen in all NK products. Results: One patient developed chest pain associated with NK cell infusion; otherwise all other patients tolerated their NK cell infusions well without fevers or other adverse reactions. Full donor chimerism (>95% CD3) was seen in 83% of patients at last follow-up, while 18% and 10% experienced graft rejection or graft failure, respectively. Cumulative incidence of grades 2-3 and grade 3 (no grade 4 seen) acute GVHD occurred in 36% and 8% of patients, respectively, at day +100. Of the 39 evaluable patients, 16% developed chronic extensive GVHD at 1 year. Relapse or progression occurred in 31% of patients by 1 year after HCT. With a median follow-up of 1.5 years (range, 0.1 - 4.9 years), 14 patients have died from relapse/progression (n=11) or infection/VOD (n=3), giving a probability of OS, relapse/progression-free survival (PFS), and NRM at 1 year of 73%, 62%, and 8%, respectively, and 2 year OS and relapse/PFS of 63% and 46%, respectively (Fig 1). Summary: We have demonstrated the safety of infusing donor NK cells early after HCT in a group of heavily-treated patients with high-risk hematological malignancies. In many patients, disease-free survival was possible with the aid of this prophylactic infusion of donor NK cells in combination with allogeneic HCT. These results provide a promising platform to further augment NK cell alloreactivity in the post-HCT setting to prevent relapse and disease progression. Figure 1 Incidence of Overall Survival and Relapse/Progression-Free Survival Figure 1. Incidence of Overall Survival and Relapse/Progression-Free Survival Disclosures Hari: Merck: Research Funding; BMS: Honoraria.


2004 ◽  
Vol 22 (10) ◽  
pp. 1785-1796 ◽  
Author(s):  
Leonard L. Gunderson ◽  
Daniel J. Sargent ◽  
Joel E. Tepper ◽  
Norman Wolmark ◽  
Michael J. O'Connell ◽  
...  

Purpose To determine survival and relapse rates by T and N stage and treatment method in five randomized phase III North American rectal adjuvant studies. Patients and Methods Data were pooled from 3,791 eligible patients enrolled onto North Central Cancer Treatment Group (NCCTG) 79-47-51, NCCTG 86-47-51, US Gastrointestinal Intergroup 0114, National Surgical Adjuvant Breast and Bowel Project (NSABP) R01, and NSABP R02. Surgery alone (S) was the treatment arm in 179 patients. The remaining patients received adjuvant treatment as follows: irradiation (RT) alone (n = 281), RT + fluorouracil (FU) ± semustine bolus chemotherapy (CT; n = 779), RT + protracted venous infusion CT (n = 325), RT + FU ± leucovorin or levamisole bolus CT (n = 1,695), or CT alone (n = 532). Five-year follow-up was available in 94% of surviving patients, and 8-year follow-up, in 62%. Results Overall (OS) and disease-free survival were dependent on TN stage, NT stage, and treatment method. Even among N2 patients, T substage influenced 5-year OS (T1-2, 67%; T3, 44%; T4, 37%; P < .001). Three risk groups of patients were defined: (1) intermediate (T1-2/N1, T3/N0), (2) moderately high (T1-2/N2, T3/N1, T4/N0), and (3) high (T3/N2, T4/N1, T4/N2). For intermediate-risk patients, those receiving S plus CT had 5-year OS rates of 85% (T1-2/N1) and 84% (T3/N0), which was similar to results with S plus RT plus CT (T1-2/N1, 78% to 83%; T3/N0, 74% to 80%). For moderately high-risk lesions, 5-year OS ranged from 43% to 70% with S plus CT, and 44% to 80% with S plus RT plus CT. For high-risk lesions, 5-year OS ranged from 25% to 45% with S plus CT, and 29% to 57% with S plus RT plus CT. Conclusion Different treatment strategies may be indicated for intermediate-risk versus moderately high- or high-risk patients based on differential survival rates and rates of relapse. Use of trimodality treatment for all patients with intermediate-risk lesions may be excessive, since S plus CT resulted in 5-year OS of approximately 85%; however, 5-year disease-free survival rates with S plus CT were 78% (T1-2/N1) and 69%(T3/N0), indicating room for improvement.


Cancers ◽  
2021 ◽  
Vol 13 (1) ◽  
pp. 155
Author(s):  
Pankaj Ahluwalia ◽  
Meenakshi Ahluwalia ◽  
Ashis K. Mondal ◽  
Nikhil Sahajpal ◽  
Vamsi Kota ◽  
...  

Lung cancer is one of the leading causes of death worldwide. Cell death pathways such as autophagy, apoptosis, and necrosis can provide useful clinical and immunological insights that can assist in the design of personalized therapeutics. In this study, variations in the expression of genes involved in cell death pathways and resulting infiltration of immune cells were explored in lung adenocarcinoma (The Cancer Genome Atlas: TCGA, lung adenocarcinoma (LUAD), 510 patients). Firstly, genes involved in autophagy (n = 34 genes), apoptosis (n = 66 genes), and necrosis (n = 32 genes) were analyzed to assess the prognostic significance in lung cancer. The significant genes were used to develop the cell death index (CDI) of 21 genes which clustered patients based on high risk (high CDI) and low risk (low CDI). The survival analysis using the Kaplan–Meier curve differentiated patients based on overall survival (40.4 months vs. 76.2 months), progression-free survival (26.2 months vs. 48.6 months), and disease-free survival (62.2 months vs. 158.2 months) (Log-rank test, p < 0.01). Cox proportional hazard model significantly associated patients in high CDI group with a higher risk of mortality (Hazard Ratio: H.R 1.75, 95% CI: 1.28–2.45, p < 0.001). Differential gene expression analysis using principal component analysis (PCA) identified genes with the highest fold change forming distinct clusters. To analyze the immune parameters in two risk groups, cytokines expression (n = 265 genes) analysis revealed the highest association of IL-15RA and IL 15 (> 1.5-fold, p < 0.01) with the high-risk group. The microenvironment cell-population (MCP)-counter algorithm identified the higher infiltration of CD8+ T cells, macrophages, and lower infiltration of neutrophils with the high-risk group. Interestingly, this group also showed a higher expression of immune checkpoint molecules CD-274 (PD-L1), CTLA-4, and T cell exhaustion genes (HAVCR2, TIGIT, LAG3, PDCD1, CXCL13, and LYN) (p < 0.01). Furthermore, functional enrichment analysis identified significant perturbations in immune pathways in the higher risk group. This study highlights the presence of an immunocompromised microenvironment indicated by the higher infiltration of cytotoxic T cells along with the presence of checkpoint molecules and T cell exhaustion genes. These patients at higher risk might be more suitable to benefit from PD-L1 blockade or other checkpoint blockade immunotherapies.


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