| Literature DB >> 30793512 |
Yan Su1, Lijun Wang2, Xisi Wang1, Zhixia Yue1, Tianyu Xing1, Wen Zhao1, Qian Zhao1, Chao Duan1, Cheng Huang1, Yi Han2, Lihua Qiu2, Xianfeng Cheng2, Yi Liu2, Xiaoli Ma1.
Abstract
BACKGROUND: To improve cure rates for neuroblastoma (NB), it is important and necessary to evaluate therapy response. Our investigation focuses on using plasma cell free DNA (cfDNA) as a biomarker to determine tumor burden and minimal residual disease (MRD) of NB patients during chemotherapy.Entities:
Keywords: dynamic changes; minimal residual disease; neuroblastoma; plasma cell free DNA; therapy response
Mesh:
Substances:
Year: 2019 PMID: 30793512 PMCID: PMC6488154 DOI: 10.1002/cam4.2045
Source DB: PubMed Journal: Cancer Med ISSN: 2045-7634 Impact factor: 4.452
Demographic and clinical features of enrolled NB (N = 58)
| Characteristics | Total cases, N (%) |
|---|---|
| Age (months) | |
| <18 | 20 (34.5) |
| ≥18 and <60 | 27 (46.6) |
| ≥60 | 11 (18.9) |
| Sex | |
| Female | 29 (50.0) |
| Male | 29 (50.0) |
| Primary site | |
| Abdomen | 45 (77.6) |
| Thorax | 8 (13.8) |
| Other | 5 (8.6) |
| Tumor size | |
| ≥8 cm | 29 (50) |
| <8 cm | 29 (50) |
| Tumor stage | |
| II/III | 5 (8.6) |
| IV | 53 (91.4) |
| Risk | |
| HR | 42 (72.4) |
| MR | 6 (10.3) |
| LR | 10 (17.3) |
|
| |
| Amplification | 11 (19.0) |
| Nonamplification | 47 (81.0) |
| Total cfDNA | |
| ≥120 ng/ml | 29 (50) |
| <120 ng/ml | 29 (50) |
| NSE (ng/ml) | |
| <370 | 37 (63.8) |
| ≥370 | 21 (36.2) |
| LDH (IU/L) | |
| ≤500 | 27 (46.6) |
| >500 and <1500 | 23 (39.6) |
| ≥1500 | 8 (13.8) |
| Metastatic site | |
| Bone | 33 (56.9) |
| Bone marrow | 36 (62.1) |
| Distant lymph node | 25 (43.1) |
| Liver | 11 (19.0) |
| Central nervous system | 7 (12.1) |
| Number of organs with metastasis | |
| <3 | 33(56.9) |
| =3 | 17(29.3) |
| >3 | 8(13.2) |
| RECIST | |
| PR | 38 (65.5) |
| SD | 20 (34.5) |
NB: neuroblastoma, LDH: lactate dehydrogenase, NSE: neuron‐specific enolase, PR: partial remission, SD: stable disease.
Plasma cfDNA levels in various response groups of NB during early stage of chemotherapy
| Characteristics | Subjects n (PR/SD) | PR (min‐max ng/ml) | SD (min‐max ng/ml) |
|
|---|---|---|---|---|
| ND | Training (19/10) | 69.9 (2.2 to 731.0) | 372.1 (8.7 to 2068.9) | 0.376 |
| Predicting (19/10) | 115.3 (8.0 to 3550) | 270.5 (9.2 to 1448.6) | 0.150 | |
| CC2 | Training (19/10) | 19.5 (7.0 to 115.0) | 37.0 (10.8 to 202.4) | 0.194 |
| Predicting (19/10) | 14.7 (4.7 to 132.9) | 28.9 (7.9 to 171.1) | 0.228 | |
| CC4 | Training (19/10) | 10.6 (4.6 to 73.4) | 18.2 (8.6 to 119.4) |
|
| Predicting (19/10) | 8.0 (4.1 to 62.4) | 18.0 (7.8 to 142. 9) |
| |
| ND‐CC2 decreased % | Training (19/10 | 61.1 (99.6 to 329.9) | 72.5 (99.4 to 614.9) | 0.800 |
| Predicting (19/10) | 80.8 (99.6 to 614.5) | 85.2 (99.5 to 179.0) | 0.665 | |
| ND‐CC4 decreased % | Training (19/10) | 69.9 (99.9 to 221.4) | 92.0 (99.0 to 850.1) | 0.570 |
| Predicting (19/10) | 90.9 (99.9 to 91.6) | 90.1 (99.3 to 16.7) | 0.800 | |
| CC2‐CC4 decreased % | Training (19/10) | 34.9 (94.3 to 6.0) | 2.9 (94.2 to 177.9) | 0.321 |
| Predicting (19/10) | 28.5 (93.5 to 197.1) | 31.8 (94.8 to 112.1). | 0.800 |
P < 0.05 was considered as statistically significant (bold).
presented Mann‐Whitney U Test.
Serum NSE alternation in various response groups of NB during early stage of chemotherapy
| Characteristics | Subjects n (PR/SD) | PR (min‐max ng/ml) | SD (min‐max ng/ml) |
|
|---|---|---|---|---|
| ND | Training (19/10) | 233.0 (19.3‐370.0) | 269.5 (62.1‐370.0) | 0.728 |
| Predicting (19/10) | 221.8 (17.9‐370.0) | 370.0 (24.6‐370.0) | 0.313 | |
| CC2 | Training (19/10) | 28.1 (13.8‐107.4) | 28.7(21.6‐258.0) | 0.463 |
| Predicting (19/10) | 26.1 (12.9‐134.9) | 36.2 (10.3‐218.0) | 0.955 | |
| CC4 | Training (19/10) | 22.0 (10.7‐47.9) | 22.4 (13.7‐80.7) | 0.396 |
| Predicting (19/10) | 19.1 (8.7‐45.1) | 25.9 (15.8‐157.0) |
| |
| ND‐CC2 decreased % | Training (19/10) | 76.7 (28.5‐95.9) | 79.4 (30.3‐94.1) | 0.925 |
| Predicting (19/10) | 77.9 (−45.8‐93.2) | 85.4 (0.0‐97.2) | 0.855 | |
| ND‐CC4 decreased % | Training (19/10) | 87.1 (22.8‐96.3) | 87.5 (51.7‐96.3) | 0.976 |
| Predicting (19/10) | 87.7 (16.8‐96.9) | 85.6 (−7.3‐95.7) | 0.392 | |
| CC2‐CC4 decreased % | Training (19/10) | 31.4 (−27.5‐63.5) | 31.0 (−20.8‐83.5) | 0.977 |
| Predicting (19/10) | 35.3 (−130.1‐85.5) | 20.7 (−169.9‐59.3) |
|
P < 0.05 was considered as statistically significant (bold).
presented Mann‐Whitney U Test.
Serum LDH alternation in various response groups of NB during stage of chemotherapy
| Characteristics | Subjects n (PR/SD) | PR (min‐max IU/L) | SD (min‐max IU/L) |
|
|---|---|---|---|---|
| ND | Training (19/10) | 497 (177‐1893) | 568.5 (301‐5540) | 0.454 |
| Predicting (19/10) | 447 (251‐3738) | 575.5 (254‐2894) | 0.396 | |
| CC2 | Training (19/10) | 335 (163‐524) | 367(186‐1279) | 0.207 |
| Predicting (19/10) | 358 (200‐646) | 359 (171‐663) | 0.925 | |
| CC4 | Training (19/10) | 264 (164‐417 | 332 (169‐440) | 0.282 |
| Predicting (19/10) | 277 (163‐667) | 284.5 (200‐559) | 0.884 | |
| ND‐CC2 decreased % | Training (19/10) | 44.8 (−33.3‐88.0) | 33.0 (−5.3‐94.3) | 0.855 |
| Predicting (19/10) | 33.1 (−154.3‐89.9) | 26.1 (−31.1‐90.0) | 0.732 | |
| ND‐CC4 decreased % | Training (19/10) | 50.0 (−21.6‐89.4) | 45.1 (−22.6‐95.9) | 0.941 |
| Predicting (19/10) | 28.7 (−122.7‐94.2) | 55.5 (6.0‐92.6) | 0.376 | |
| CC2‐CC4 decreased % | Training (19/10) | 9.0 (−49.7‐55.2) | 23.0 (−34.7‐68.3) | 0.329 |
| Predicting (19/10) | 13.0 (−156.4‐61.3) | 21.8 (−43.3‐44.4) | 0.812 |
presented Mann‐Whitney U Test.
Figure 1Receiver‐operating curves (ROC) for predicting insufficient response to early chemotherapy in NB patients by cfDNA and NSE levels. The area under the ROC curve (AUC) of total plasma cfDNA was analyzed both in training set (A) and predicting set (B), respectively. The AUC of NSE was analyzed both in training set (C) and predicting set (D), respectively
Demographic and clinical features of patients at maintenance stage (N = 40)
| Characteristics | Total cases, N (%) |
|---|---|
| Age (months) | |
| <18 | 13 (32.5) |
| ≥18 and <60 | 21 (52.5) |
| ≥60 | 6 (15) |
| Sex | |
| Female | 19 (47.5) |
| Male | 21 (52.5) |
| RECIST | |
| PR | 28 (70.0) |
| SD | 12 (30.0) |
Blood biomarkers performance in NB with maintenance stage (N = 40)
| PR | SD |
| |
|---|---|---|---|
| Subjects n | 28 | 12 | |
| cfDNA ng/mL | 11.25(1.71‐30.35) | 11.4(3.65‐28.81) | 0.871 |
| CC4‐MS % decrease | 3.45(−206.13‐89.01) | 52.25(−88.13‐88.43) | 0.1361 |
| NSE ng/ml | 20.55(10.4‐46.2) | 21.8(10.0‐25.1) | 0.7231 |
| LDH IU/L | 270(150‐359) | 219.5(162‐416) | 0.262 |
Mann‐Whitney U Test.
Figure 2Comparison of cfDNA level between NB patients at CC4 and MS (maintenance stage). Box plots for comparison of cfDNA levels in NB patients between CC4 (13.80 ng/ml) and MS (11.25 ng/ml) was significant (P = 0.02, <0.05). (Wilcoxon matched‐pairs signed rank test)
Figure 3Comparison of NSE level between NB patients at CC4 and MS (maintenance stage). Box plots for comparison of NSE levels in NB patients between CC4 (24.0 ng/ml) and MS (21.30 ng/ml) was significant (P = 0.01, <0.05). (Wilcoxon matched‐pairs signed rank test)
Figure 4Comparison of LDH level between NB patients at CC4 and MS (maintenance stage). Box plots for comparison of LDH levels in NB patients between CC4 (272.0 IU/L) and MS (255.5 IU/Ll) was not significant (P = 0.11, >0.05). (Wilcoxon matched‐pairs signed rank test)
Figure 5Receiver‐operating curves (ROC) for predicting insufficient response to intermediate chemotherapy in NB patients by cfDNA, NSE, and LDH levels. The area under the ROC curve (AUC) of total plasma cfDNA was 0.682 (with 79.2% sensitivity and 56.2% specificity at 13.42 ng/ml) at maintenance stage (MS), NSE was 0.546 (with 56.5% sensitivity and 62.5% specificity at 20.95 ng/ml), and LDH was 0.484 (with 58.3% sensitivity and 62.5% specificity at 255.50 IU/L, respectively