Patient characteristics
Table 1 summarizes patient clinical characteristics. A total of 107 patients with newly diagnosed nasal-type ENKTCL including 101 early-stage and 6 advanced-stage patients were enrolled in our study. Most patients in our cohort were middle-aged and young male adults, with a median age of 44 years (range, 17–76 years) and a male to female ratio of approximately 3.7:1. A majority of our patients had normal LDH levels (n = 91), low International Prognostic Index (IPI) scores (≤ 1, n = 97), low prognostic index of natural killer cell lymphoma (PINK) scores (≤ 1, n = 96) and early-stage disease (n = 96). B symptoms were present in over half of the patients (n = 55) in our cohort. The primary tumor sites included the nasal cavity (n = 103) and nasopharynx (n = 4). Pretreatment PET/CT was performed in 51 patients, with a median SUVmax value of 9.7 (range 3.2–25.1). Ki-67 was highly expressed in most patients, with a wide range of distribution from 5–99% and a median value of 60%. For early stage patients, there is no obvious difference between the baseline clinical characteristics for VIPD group and L/P-VIPD group.
Table 1
Characteristics | Patient number (n = 107) | Early stage nasal type ENKTCL(n = 101) |
| VIPD group(n = 34) | L/P-VIPD group(n = 67) ggroupgroup | P value |
Gender | | | | 0.146 |
Male | 84(78.5) | 29 | 48 | |
Female | 23(21.5) | 5 | 19 | |
Age (years) | | | | 1.000 |
> 60 | 11(10.3) | 3 | 6 | |
≤ 60 | 96(89.7) | 31 | 61 | |
Median (years) | 57.0 | 43.5 | 43.0 | |
ECOG PS | | | | 1.000 |
0–1 | 106(99.1) | 34 | 66 | |
2–4 | 1(0.9) | 0 | 1 | |
B symptoms | | | | 0.404 |
Yes | 55(51.4) | 15 | 36 | |
No | 52(48.6) | 19 | 31 | |
IPI score | | | | 0.685 |
≤ 1 | 97(90.7) | 31 | 63 | |
> 1 | 10(9.3) | 3 | 4 | |
LDH level | | | | 0.066 |
Elevated | 16(15.0) | 8 | 6 | |
Normal | 91(85.0) | 26 | 61 | |
Primary sites | | | | 0.549 |
Nasal cavity | 102(95.3) | 34 | 65 | |
nasopharynx | 5(4.7) | 0 | 2 | |
PINK | | | | 0.115 |
0–1 | 96(89.7) | 29 | 64 | |
≥ 2 | 11(10.3) | 5 | 3 | |
Ki- 67 ≥ 60% | 56(61.0) | 14 | 39 | 0.140 |
EBER + | 99(92.5) | 31 | 65 | 0.332 |
ECOG PS, Eastern Cooperative Oncology Group performance status; IPI, International Prognostic Index; LDH, lactate dehydrogenase; PINK, Prognostic Index of Natural Killer Lymphoma; EBER, EBV encoded RNA. |
Evaluation of efficacy and survival outcomes
Of the 101 patients with early-stage ENKTCL, VIPD was used to treat 34 patients, and L/P-VIPD was used to treat 67 patients. All the advanced-stage patients (n = 6) received VIPD chemotherapy. The complete response (CR) rate and objective response rate (ORR) for the whole cohort after treatment were 76.2% and 95.2%, respectively, whereas three patients developed progressive disease (PD). Thirty patients (30.8%) relapsed (n = 30, 28.0%) or developed PD (n = 3, 2.8%) during the follow-up period.
The median follow-up time was 65.0 months (range, 2-119 months) in our study, with 5-year PFS and 5-year OS rates of 65.2% and 85.7%, respectively (Fig. 1A-1B). Compared with VIPD, L/P-VIPD significantly improved the 5-year PFS rate in early-stage patients (73.6% vs. 53.7%, P = 0.031). However, no difference in the OS rate was found between the two groups (5-year OS 88.7% vs. 82.5%, P = 0.604) (Fig. 1C-1D).
Patients with an SUVmax ≥ 15.4 (n = 10) on pretreatment PET/CT had worse 5-year PFS (35.0% vs. 79.3%, P = 0.002) and OS (64.0% vs. 88.7%, P = 0.038) than those with an SUVmax < 15.4 (n = 41) (Fig. 1E-1F). In addition, the 5-year PFS (49.1% vs. 66.7%, P = 0.275) and OS rates (60.6% vs. 88.1%, P = 0.030) in the high-risk group (PINK ≥ 2) were inferior to those in the low-risk group (PINK ≤ 1) (Fig. 1G-1H).
Pretreatment exoPD-L1 levels and their correlations with clinical features
Exosomes from ENKTCL patient were isolated by exoRNeasy Plasma Midi Kit. As shown in Fig. 2A, the TEM image revealed that exosomes were 30–100 nm intact vesicles. Flow NanoAnalyzer showed that the isolated exosomes were approximately 50–250 nm in diameter, with a median value of around 70 nm (Fig. 2B). Western blotting demonstrated that some specific biomarkers for exosomes, such as TSG101, ALIX, Hsp90α/β and CD63, were enriched in the isolated exosomes (Fig. 2C). Western blot analysis established that plasma exoPD-L1 level was significantly higher in ENKTCL patients than in healthy subjects (Fig. 2D). In accordance with the above result, the exoPD-L1 level detected by simoa was also obviously higher in the ENKTCL patients (Fig. 2E).
To validate the specificity of simoa, the plasma exoPD-L1 level was tested by both simoa and commercial ELISA method. A relatively good linear relationship between the simoa signal and the exoPD-L1 concentration detected by ELISA was obtained (Fig. 2F). Therefore, 99 ENKTCL patients and 16 healthy subjects with available plasma was further tested by simoa. In our study, we found that pretreatment plasma exoPD-L1 levels were significantly higher in our patients than in healthy subjects (P < 0.001) (Fig. 2G). Receiver operating characteristic curve (ROC) showed that plasma exoPD-L1 provides an excellent diagnosis accuracy (AUC = 0.9968) to differentiate the ENKTCL patient (n = 99) and healthy control groups (n = 16) (Fig. 2H). The optimal prognostic cutoff point for the pretreatment plasma exoPD-L1 level measured by simoa was 1.2 (around 43.0 pg/ml) (X-tile, Supplementary Fig. 1) and our cohort was classified into two groups based on this value. To investigate the correlation between plasma exoPD-L1 and prognostic factors, pretreatment exoPD-L1 levels were compared based on the clinical parameters of our cohort (Table 2). Compared with those in the low plasma exoPD-L1 group (simoa signal < 1.2), the patients in the high plasma exoPD-L1 group were more likely to have a high SUVmax level and a higher recurrence rate (Table 2). However, no correlations were observed between the plasma exoPD-L1 level and age, sex, disease stage, the B symptom status, the LDH level, the IPI score or the PINK score. The pretreatment plasma exoPD-L1 levels of patients with a higher SUVmax were significantly higher than those of patients with a lower SUVmax level (P = 0.003) (Fig. 2I).
Table 2
Circulating exoPD-L1 and sPD-L1 predicted poor prognosis in ENKTCL patients.
Characteristics | ENKTCL, nasal type | | ENKTCL, nasal type | |
Total | High exoPD-L1 group | Low exoPD-L1 group | P-Value | Total | High sPD-L1 group | Low sPD-L1 group | P-value |
Patient number | 99 | 11 | 88 | | 96 | 21 | 75 | |
Gender | | | | 0.696 | | | | 0.183 |
Male | 78 | 8(10.3) | 70(89.7) | | 73 | 18(24.7) | 55(75.3) | |
Female | 21 | 3(14.3) | 18(85.7) | | 23 | 3(13.0) | 20(87.0) | |
Age (years) | | | | 1.000 | | | | 0.163 |
> 60 | 11 | 1(9.1) | 10(90.9) | | 7 | 3(42.9) | 4(57.1) | |
≤ 60 | 88 | 10(11.4) | 78(88.6) | | 89 | 18(20.2) | 71(79.8) | |
Stage | | | | 0.516 | | | | 0.006 |
I-II | 93 | 10(10.8) | 83(89.2) | | 90 | 17(18.9) | 73(81.1) | |
III-IV | 6 | 1(16.7) | 5(83.7) | | 6 | 4(66.7) | 2(33.3) | |
B symptoms | | | | 0.749 | | | | 0.006 |
Yes | 54 | 7(13.0) | 47(87.0) | | 50 | 16(32.0) | 34(68.0) | |
No | 45 | 4(8.9) | 41(91.1) | | 46 | 5(10.9) | 41(89.1) | |
LDH level | | | | 1.000 | | | | < 0.001 |
Elevated | 16 | 1(6.3) | 15(93.7) | | 14 | 10(71.4) | 4(28.6) | |
Normal | 93 | 10(10.8) | 83(89.2) | | 82 | 11(13.4) | 71(86.6) | |
IPI | | | | 0.306 | | | | < 0.001 |
0–1 | 89 | 9(10.1) | 80(89.9) | | 87 | 14(16.1) | 73(83.9) | |
≥ 2 | 10 | 2(20) | 8(80) | | 9 | 7(77.8) | 2(22.2) | |
PINK | | | | 1.000 | | | | 0.005 |
0–1 | 88 | 10(11.4) | 78(88.6) | | 85 | 15(17.6) | 70(82.4) | |
≥ 2 | 11 | 1(9.1) | 10(90.9) | | 11 | 6(54.5) | 5(45.5) | |
SUVmax | 48 | 5 | 43 | 0.005 | 46 | 9(19.6) | 37(80.4%) | 0.024 |
≥15.4 | 10 | 4(40.0%) | 6(60.0%) | | 9 | 5(55.6%) | 4(44.4%) | |
< 15.4 | 38 | 1(2.6%) | 37(97.4%) | | 37 | 4(10.8%) | 33(89.2%) | |
Disease progression | 31.3% | 63.6% | 27.3% | 0.033 | 33.3% | 47.6% | 29.3% | 0.126 |
IPI, International Prognostic Index; LDH, lactate dehydrogenase; PINK, Prognostic Index of Natural Killer Lymphoma. |
Prognostic value of plasma exoPD-L1 in ENKTCL
The prognostic significance of plasma exoPD-L1 was evaluated in our cohort. Patients with a high pretreatment plasma exoPD-L1 level had worse 5-year PFS (35.7% vs. 86.1%, P = 0.007) and OS (56.0% vs. 88.1%, P = 0.012) than those with a low pretreatment exoPD-L1 level (Fig. 2J, 2K).
Correlations between clinical features and pretreatment sPD-L1 levels
sPD-L1 concentrations in the serum were measured in ENKTCL patients and healthy subjects. The sPD-L1 level was significantly higher in the ENKTCL patients than in the healthy individuals (P = 0.16, r = 0.02). The optimal cutoff point for the pretreatment sPD-L1 level was 219.0 pg/ml (X-tile, Supplementary Fig. 1).
The high sPD-L1 group in our cohort was significantly associated with some clinical parameters, including an advanced stage (P = 0.0061), an elevated LDH level (P < 0.0001), B symptoms (P = 0.0058), a high IPI score (P < 0.0001) and a high PINK score (P < 0.0001) (Table 2). The sPD-L1 level was found to be obviously higher in patients with advanced-stage disease, an elevated LDH level, extranodal sites ≥ 2, an IPI score of 2–4 or a PINK score of 2–4 than in those with early-stage disease (P = 0.0020), a normal LDH level (P = 0.0008), extranodal sites < 2 (P < 0.0001), an IPI score of 0–1 (< 0.0001) or a PINK score of 0–1 (P = 0.0003) (Fig. 3B-3G).
The correlation between plasma exoPD-L1 and sPD-L1 levels was also explored in our cohort. Interestingly, our results demonstrated that the baseline exoPD-L1 level was not associated with the sPD-L1 level in the blood (P = 0.12, r = 0.45) (Fig. 3H).
Prognostic value of sPD-L1 in the blood in ENKTCL
In our study, the low sPD-L1 group (< 219 pg/mL) showed a favorable clinical course, with higher 5-year OS (91.3% vs. 55.5%, P = 0.000) and 5-year PFS rates (68.9% vs. 34.6%, P = 0.003) than the high sPD-L1 group (≥ 219 pg/mL) (Fig. 3I-3J).
For stage I patients (n = 47), subgroup analysis demonstrated that a high sPD-L1 level was an adverse factor affecting the survival outcome. The 5-year PFS and OS rates were 71.6% and 93.9%, respectively, for patients with a low level of sPD-L1 (< 219 pg/mL, n = 8), while the rates were 31.3% (P = .0022) and 65.6% (P = 0.0082), respectively, for patients with a high pretreatment sPD-L1 level (≥ 219 pg/mL, n = 39).
Prognostic factors for PFS and OS
In our study, univariate analysis demonstrated that the baseline SUVmax (P = 0.002), plasma exoPD-L1 (P = 0.007), sPD-L1 (P = 0.003) and an L-asp/peg-containing regimen (P = 0.031) were significant factors affecting PFS. Multivariate analysis revealed that the baseline SUVmax (P = 0.006) was the only significant independent factor (Table 3).
Table 3
Univariate and multivariate analysis of prognostic factors for survivals (by Cox regression).
Clinical factor | Progression-free survival | Overall survival |
Univariate | Multivariate | Univariate | Multivariate |
P | HR (95%CI) | P | HR (95%CI) | P | HR (95%CI) | P | HR (95%CI) |
Aged ≥ 60y | 0.450 | 1.736 (0.415–7.254) | | | 0.433 | 0.548 (0.121–2.471) | | |
Gender | 0.270 | 0.585 (0.226–1.516) | | | 0.497 | 0.593 (0.131–2.679) | | |
B symptom | 0.537 | 0.806 (0.406–1.599) | | | 0.062 | 0.293(0.081–1.065) | | |
LDH | 0.076 | 0.467(0.201–1.083) | | | 0.045 | 0.299(0.092–0.974) | 0.021 | 0.038(0.002–0.603) |
Ki67 ≥ 60% | 0.693 | 1.159(0.557–2.411) | | | 0.136 | 2.546(0.745–8.701) | | |
SUVmax ≥ 15.4 | 0.002 | 0.205(0.068–0.615) | 0.006 | 0.195(0.061–0.625) | 0.038 | 0.231(0.046–1.046) | | |
IPI score ≤ 1 | 0.146 | 2.187 (0.762–6.281) | | | 0.010 | 5.570(1.511–20.531) | | |
PINK score ≤ 2 | 0.284 | 1.776 (0.621–5.088) | | | 0.043 | 3.798 (1.041–13.856) | | |
Hemoglobin < 110 g/L | 0.812 | 0.886 (0.326–2.408) | | | 0.778 | 1.244 (0.272–5.697) | | |
Leukopenia < 4 × 109/L | 0.715 | 0.796(0.235–2.701) | | | 0.477 | 0.576 (0.126–2.638) | | |
Platelet < 150 × 109/L | 0.208 | 3.630 (0.488-27.000) | | | 0.632 | 1.648 (0.213–12.773) | | |
ExoPD-L1 (high vs. low) | 0.007 | 0.334(0.144–0.777) | | | 0.048 | 0.368 (0.288-3 .856) | | |
Serum PD-L1 (high vs. low) | 0.003 | 0.337(0.157–0.722) | | | 0.000 | 0.150(0.048–0.472) | | |
L-asp/peg containing regimen | 0.031 | 0.446 (0.224–0.887) | | | 0.284 | 0. 550(0.184–1.642) | | |
CR after treatment | 0.271 | 1.750 (0.646–4.746) | | | 0.486 | 1.780(0.351–9.021) | | |
Some significant factors affecting OS were also identified by univariate analysis, including LDH (P = 0.045), plasma exoPD-L1 (P = 0.007), sPD-L1 (P = 0.003), the IPI score (P = 0.010) and the PINK score (P = 0.043). However, multivariate analysis showed that only the LDH level (P = 0.021) remained a significant independent factor for OS in our study (Table 3).