Skip to main content
  • Correspondence
  • Open access
  • Published:

Outcomes of acute myeloid leukemia patients undergoing allogeneic hematopoietic stem cell transplantation: validation, comparison and improvement of 2022 ELN genetic risk system

Abstract

The 2022 European LeukemiaNet (ELN) updated the previous risk classification published in 2017 but the prognostic significance for allogeneic hematopoietic stem cell transplantation (allo-HSCT) remains unclear. We enrolled 600 acute myeloid leukemia (AML) patients who underwent allo-HSCT to validate ELN-2022 genetic risk system and compared it with ELN-2017. There were 214 (35.67%), 162 (27.0%), and 224 (37.33%) patients in ELN-2022 favorable-, intermediate-, and adverse-risk group respectively and 86 patients (14.33%) experienced a shift in risk stratification compared to ELN-2017. Median and maximum follow-up time were 2.89 (95% CI 2.67 to 3.03) years and 8.78 years. The median overall survival (OS) was 73.8% (95% CI 67.5% to 80.3%), 63.9% (95% CI 56.7% to 72.0%) and 57.6% (95% CI 50.4% to 65.9%) in ELN-2022 favorable-, intermediate-, and adverse-risk group (P < 0.001). OS shortened significantly as the ELN-2022 risk stratification increased but didn’t significantly in ELN-2017 intermediate-risk compared to favorable-risk. Both ELN-2022 and ELN-2017 adverse-risk were associated with increased cumulative incidence of relapse (CIR). Time-dependent receiver operating characteristic (ROC) analysis showed that both ELN-2017 and ELN-2022 risk systems had limited prognostic ability for OS. We modified ELN-2022 risk system with pre-transplant minimal residual disease (MRD) and the modified risk system performed a significantly superior efficacy to ELN-2022 system.

To the editor


Advancements in understanding acute myeloid leukemia (AML) genetics have led to new diagnostic entities and improved prognostic system [1,2,3,4]. The European LeukemiaNet (ELN) group updated prognostic stratification in 2022, which has been validated in several chemotherapeutic AML cohorts [5,6,7,8]. However, the applicability of ELN-2022 risk system in AML patients undergoing allogeneic hematopoietic stem cell transplantation (allo-HSCT) remains uncertain. Our study aims to shed light on this.

We reclassified 600 AML patients who underwent allo-HSCT by ELN-2022 genetic risk categories: 214 (35.67%) were favorable-risk, 162 (27.0%) were intermediate-risk and 224 (37.33%) were adverse-risk. Eighty-six (14.33%) patients shifted from ELN-2017 risk stratification (Fig. 1A, B). Reasons for these shifts are detailed in Additional file 1: Table S1.

Fig. 1
figure 1

Patients and genetic characteristics and impact of ELN-2022 and ELN-2017 risk stratification on clinical outcomes. A Relationship of risk groups between ELN-2022 and ELN-2017 risk groups; B Distribution of re-stratification in ELN-2017 risk groups. C Landscape of genetic abnormalities defined by ELN-2022 genetic risk categories. The color scale is representative of a number of patients. D Additional mutations stratified by ELN-2022 genetic risk categories. Genes mutated in more than ten patients are shown. E Overall survival stratified by ELN-2022 risk categories. F Overall survival stratified by ELN-2017 risk categories. G Cumulative incidence of relapse stratified by ELN-2022 risk categories. H Cumulative incidence of relapse stratified by ELN-2017 risk categories

We assessed the frequency of genetic abnormalities defined by ELN-2022 and the distribution of additional genes mutated in more than 10 patients (Fig. 1C, D). Correlation analysis showed that t(8;21) strongly correlated with KIT mutation (r = 0.5, P < 0.001), SF3B1 mutation strongly correlated with inv(3) (r = 0.5, P < 0.001).

Patients and transplant-related characteristics were listed in Additional file 1: Table S2. Compared to favorable- and intermediate-risk groups, adverse-risk group had a lower percentage of bone-marrow blasts at initial diagnosis (P = 0.036) and a higher proportion of refractory/relapse- and secondary-AML (P = 0.006, p < 0.001, respectively, Additional file 1: Fig. S1).

The three-year and five-year overall survival (OS), event-free survival, cumulative incidence of relapse (CIR) and non-relapse mortality stratified by ELN-2022 and ELN-2017 are shown in Additional file 1: Table S3. Compared to favorable-risk, OS shortened significantly as the ELN-2022 risk stratification increased but didn’t significantly in ELN-2017 intermediate-risk (Fig. 1E, F). Pairwise comparisons for OS revealed significant differences between the ELN-2022 favorable- and intermediate-risk groups (P = 0.047) but not between the intermediate- and adverse-risk groups (P = 0.455). Based on ELN-2017 risk stratification, OS was not significantly different between intermediate- and favorable-risk groups (P = 0.115) or between intermediate- and adverse-risk groups (P = 0.115). Both ELN-2022 and ELN-2017 adverse-risk were associated with increased CIR. (Fig. 1G, H) Smoothed hazard estimates showed a higher mortality risk within 6 months post-transplantation in ELN-2022 intermediate-risk group than in adverse-risk group. Assessment based on ELN-2017 recommendations indicated that adverse-risk group had the highest hazard ratio for death in 1-year post-transplantation, followed by intermediate- and favorable-risk groups (Additional file 1: Fig. S2).

We performed time-dependent receiver operating characteristic (ROC) analysis to validate the prognostic efficacy of ELN-2022 and ELN-2017 risk systems in our transplant cohort. The AUC for predicting OS gradually increased from one to five years post-transplantation, with the AUC for ELN-2022 consistently higher than of ELN-2017 (Fig. 2A). However, AUC for 3-year and 5-year OS between two ELN versions was not significantly different (P = 0.458, P = 0.838, respectively).

Fig. 2
figure 2

Impact of MRD pre-transplantation and MRD-modified ELN-2022 risk system on clinical outcomes. A Dynastic AUC for overall survival at different time points after transplantation according to ELN-2017, ELN-2022 and MRD-modified ELN-2022 risk system. B Impact of MRD pre-transplantation on overall survival. C Impact of MRD pre-transplantation on cumulative incidence of relapse. D Impact of MRD pre-transplantation combined with ELN-2022 risk stratification on overall survival. E Impact of MRD pre-transplantation combined with ELN-2022 risk stratification on cumulative incidence of relapse. F Relationship of risk groups between ELN-2022 and MRD-modified ELN-2022 risk groups. G Overall survival according to MRD-modified ELN-2022 risk groups. H Cumulative incidence of relapse according to MRD-modified ELN-2022 risk system

We separated patients into three groups based on pre-transplant minimal residual disease (MRD): MRD-negative (395, 65.8%), MRD-positive (90, 15.0%) and not-CR (115, 19.2%). Median survival was not reached for MRD-negative, 3.70 (95% CI 1.6 to NA) years for MRD-positive and 2.07 (95% CI 1.35 to 4.73) years for not-CR patients (P < 0.001) (Fig. 2B, C). Further stratification based on both MRD and ELN-2022 was conducted. The survival of MRD-negative patients in favorable- and intermediate-risk groups was comparable and longer than adverse-risk group. OS and CIR of MRD-positive patients were not significantly different among the three ELN-2022 groups and were similar to Not-CR patients (Fig. 2D, E). Based on aforementioned analysis, we created the MRD-modified ELN-2022 risk system for transplant AML patients. Number and risk-shift of patients from ELN-2022 risk groups to MRD-modified risk groups are shown in Fig. 2F. Three-year OS after transplantation of modified low-, intermediate- and high-risk was 79.5% (95% CI 74.4% to 84.9%), 63.69% (95% CI 55.01% to 73.74%), 47.77% (95% CI 40.79% to 55.94%) (P < 0.001) and 3-year CIR after transplantation was 10.09% (95% CI 6.53% to 14.55%), 23.76 (95% CI 15.82% to 31.79%), 40.65 (95% CI 33.28% to 47.88%) (P < 0.001, Fig. 2G, H). Time-dependent ROC analysis for 3-year survival significantly outperforms ELN-2022 (68.23% vs 53.31%, P < 0.001), as well as for 5-year survival (72.81% vs 58.80%, P < 0.001, Fig. 2A).

In conclusion, ELN-2022 risk system had superior separation for survival of favorable- and unfavorable-risk groups but poor separate for intermediate- and adverse-risk groups. ELN-2017 risk system primarily separates survival of favorable- and adverse-risk groups. Both ELN-2022 and ELN-2017 systems exhibited limited prognostic utility for AML patients undergoing allo-HSCT. Pre-transplant MRD provides additional prognostic insights and MRD-modified ELN-2022 risk system enhances prognostic ability for transplantation.

Availability of data and materials

The data that supports the findings is not publicly available for privacy or ethical restrictions. The data are available upon reasonable request from the corresponding author.

Abbreviations

ELN:

European LeukemiaNet

Allo-HSCT:

Allogeneic hematopoietic stem cell transplantation

AML:

Acute myeloid leukemia

MRD:

Minimal residual disease

CR:

Complete response

OS:

Overall survival

EFS:

Event-free survival

CIR:

Cumulative incidence of relapse

ROC:

Receiver operating characteristic

AUC:

The area under the receiver operating characteristic curve

References

  1. Ley TJ, Mardis ER, Ding L, et al. DNA sequencing of a cytogenetically normal acute myeloid leukaemia genome. Nature. 2008;456(7218):66–72. https://doi.org/10.1038/nature07485.

    Article  CAS  PubMed  PubMed Central  ADS  Google Scholar 

  2. Papaemmanuil E, Gerstung M, Bullinger L, et al. Genomic classification and prognosis in acute myeloid leukemia. N Engl J Med. 2016;374(23):2209–21. https://doi.org/10.1056/NEJMoa1516192.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Ley TJ, Miller C, Ding L, et al. Genomic and epigenomic landscapes of adult de novo acute myeloid leukemia. N Engl J Med. 2013;368(22):2059–74. https://doi.org/10.1056/NEJMoa1301689.

    Article  CAS  PubMed  Google Scholar 

  4. Bullinger L, Döhner K, Bair E, et al. Use of gene-expression profiling to identify prognostic subclasses in adult acute myeloid leukemia. N Engl J Med. 2004;350(16):1605–16. https://doi.org/10.1056/NEJMoa031046.

    Article  CAS  PubMed  Google Scholar 

  5. Döhner H, Estey E, Grimwade D, et al. Diagnosis and management of AML in adults: 2017 ELN recommendations from an international expert panel. Blood. 2017;129(4):424–47. https://doi.org/10.1182/blood-2016-08-733196.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Döhner H, Wei AH, Appelbaum FR, et al. Diagnosis and management of AML in adults: 2022 recommendations from an international expert panel on behalf of the ELN. Blood. 2022;140(12):1345–77. https://doi.org/10.1182/blood.2022016867.

    Article  CAS  PubMed  Google Scholar 

  7. Lachowiez CA, Long N, Saultz JN, et al. Comparison and validation of the 2022 European LeukemiaNet guidelines in acute myeloid leukemia. Blood Adv. 2022. https://doi.org/10.1182/bloodadvances.2022009010.

    Article  PubMed Central  Google Scholar 

  8. Mrózek K, Kohlschmidt J, Blachly JS, et al. Outcome prediction by the 2022 European LeukemiaNet genetic-risk classification for adults with acute myeloid leukemia: an alliance study. Leukemia. 2023. https://doi.org/10.1038/s41375-023-01846-8.

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

Not applicable.

Funding

This work was supported by grants from Haihe Laboratory of Cell Ecosystem Innovation Fund (No. HH22KYZX0034 to Erlie Jiang), the National Natural Science Foundation of China (No. 82070192 and No. 81670171 to Erlie Jiang), CAMS Innovation Found for Medical Sciences (CIFMS) (2022-12M-C&T-B-092 to Yonghui Xia).

Author information

Authors and Affiliations

Authors

Contributions

ELJ and HXZ designed the study; HXZ analyzed data and wrote the manuscript; HXZ collected data and ensured 2017 and 2022 ELN risk classification, with assistant of XHZ; RLZ, WHZ, XC, QLM, AMP, DLY, JLW, SZF, MZH, JXW and YHX gave contributes to enrollment of subjects; all authors approved the final draft of the manuscript. The authors declare no competing interests.

Corresponding author

Correspondence to Erlie Jiang.

Ethics declarations

Ethics approval and consent to participate

All cases were included in National Longitudinal Cohort of Hematological Diseases (NICHE, NCT04645199) which was approved by the Ethics Committee of IHCAMS. All patients provided informed consent for clinical information for scientific research at the time of first admission.

Consent for publication

All the authors consent for publication.

Competing interests

The authors declare that they have no competing interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Additional file 1.

Additional Patients and Methods; Additional Figures; Additional Tables; Additional References.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, H., Zheng, X., Guo, W. et al. Outcomes of acute myeloid leukemia patients undergoing allogeneic hematopoietic stem cell transplantation: validation, comparison and improvement of 2022 ELN genetic risk system. Exp Hematol Oncol 13, 16 (2024). https://doi.org/10.1186/s40164-024-00487-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s40164-024-00487-6