All content on this site is intended for healthcare professionals only. By acknowledging this message and accessing the information on this website you are confirming that you are a Healthcare Professional. If you are a patient or carer, please visit Know ALL.
Introducing
Now you can personalise
your ALL Hub experience!
Bookmark content to read later
Select your specific areas of interest
View content recommended for you
Find out moreThe ALL Hub website uses a third-party service provided by Google that dynamically translates web content. Translations are machine generated, so may not be an exact or complete translation, and the ALL Hub cannot guarantee the accuracy of translated content. The ALL Hub and its employees will not be liable for any direct, indirect, or consequential damages (even if foreseeable) resulting from use of the Google Translate feature. For further support with Google Translate, visit Google Translate Help.
The ALL Hub is an independent medical education platform, sponsored by Jazz Pharmaceuticals, Amgen, and Pfizer. The funders are allowed no direct influence on our content. The levels of sponsorship listed are reflective of the amount of funding given. View funders.
Bookmark this article
B-cell acute lymphoblastic leukemia (B-ALL) is a hematologic malignancy that occurs across all age groups and has several classical and genetic subtypes that influence the course of the disease. Adults with B-ALL, for example, tend to have poorer outcomes, and while this has been linked to the prevalence of Philadelphia chromosome (Ph)-negative (Ph−) disease in this population, subtypes of Ph− disease have not been well defined.1
In an attempt to obtain a better understanding of gene expression profiles in adolescents and young adults (AYA), as well as adult patients with Ph− B-ALL, Yasuda et al.1 recently published a study in Blood in which they classified patients into subtypes using combined RNA- and DNA-sequencing analyses. We present a summary of their findings below. Please visit the ALL Hub to see our first article in this educational series here.
This was a retrospective study of AYA and adult patients (n = 354), aged 15–64 years, with newly diagnosed Ph− B-ALL enrolled in the ALL202-U (n = 54), ALL202-O (n = 147), and Ph− B-ALL213 (n = 153) studies conducted by the Japan Adult Leukemia Study Group (JALSG). Eligible patients had available RNA specimens.
RNA-sequencing (n = 169), target capture (TC)-RNA-sequencing (n = 31), or both (n = 154) was performed on all patients, and libraries were prepared and subjected to next-generation sequencing (NGS). Gene expression profiles were generated from the RNA-sequencing data, and ultimately, 70 reference sequence entries were used for hierarchical cluster analysis in the classification process.
Target enrichment sequencing libraries were prepared with a custom capture panel to detect single nucleotide variants (SNVs), copy number variations (CNVs), structural variations, and tumor clonality. These libraries were then subjected to NGS.
Gene expression profiles and genetic alterations—including rearrangements, SNVs, and CNVs—were obtained for 354 patients with B-ALL using RNA-sequencing, TC-RNA-sequencing, and TC-DNA-sequencing analyses; several clusters with consistent results between the methods were identified using t-distributed stochastic neighbor embedding (tSNE) and hierarchical clustering. The cohort was grouped into subtypes based on rearrangements, gross chromosomal alterations, or both gene expression profile and genetic alterations (Figure 1)..
B-ALL, B-cell acute lymphoblastic leukemia; NGS, next-generation sequencing; RIN, RNA integrity number; RNA-seq, RNA sequencing; SNV/indel, single nucleotide variation/insertion or deletion mutation; TC-RNA-seq, target capture RNA sequencing; TC-DNA-seq, target capture DNA sequencing.
Class A: defined by gene rearrangements; Class B: defined by copy number variations; Class C: defined by integration of expression profile and genetic alterations (rearrangements, copy number variations, and mutations).
*Adapted from Yasuda et al.1
RNA sequencing was performed in 323 cases, of which 250 (77.4%) were classified into 14 previously recognized subtypes:
In addition to the subtypes mentioned above, two novel groups were identified based on specific expression profiles and recurrent genetic abnormalities. One of these groups was characterized by high expression of CDX2, and the other was characterized by IDH1/2 mutations.
CDX2 is an important regulator of HOX genes during embryonic hematopoiesis, though it is not expressed by normal adult hematopoietic cells; in mouse models, however, ectopic expression of CDX2 transformed hematopoietic stem cells into leukemic cells. In the group identified in this study—the CDX2-high subtype—all members (n = 11) had higher expression of CDX2 compared with other B-ALL subgroups (and compared with normal lymphocytes). High expression of CDX2 protein was confirmed in all tested samples of this subtype.
IDH1/2 mutations result in the production of 2-HG, an oncometabolite that inhibits TET2 activity, resulting in aberrant methylation. Oncogenic IDH1 R132C (n = 3) and IDH2 R140Q (n = 4) mutations were identified in this analysis, and a cluster enriched with IDH1 (n = 3) or IDH2 (n = 3) mutations was identified via tSNE analysis.
Table 1. Risk factors associated with decreased overall survival*
Variables† |
Univariate |
Multivariate |
||||
---|---|---|---|---|---|---|
HR |
95% CI |
p value |
HR |
95% CI |
p value |
|
Subtype |
||||||
CDX2-high |
2.86 |
1.29–6.33 |
0.0097 |
3.48 |
1.54‒7.86 |
0.0026 |
IDH1/2-mut |
4.68 |
1.67–13.09 |
0.0033 |
4.86 |
1.70‒13.91 |
0.0032 |
Ph-like |
2.99 |
1.80–4.97 |
2.3 × 10−5 |
2.04 |
1.16‒3.59 |
0.014 |
Age ≥40 years |
2.07 |
1.33–3.23 |
0.0013 |
2.13 |
1.34‒3.38 |
0.0013 |
Male sex |
1.29 |
0.83–2.01 |
0.27 |
1.41 |
0.88‒2.26 |
0.15 |
WBC ≥30,000/µL |
1.86 |
1.18–2.92 |
0.0074 |
1.81 |
1.07‒3.06 |
0.028 |
CI, confidence interval; HR, hazard ratio; WBC, white blood cell. |
Also of note is that high-risk subtypes accounted for 30% of Ph− B-ALL cases in AYA and adults in this study, but accounted for less than 10% of cases in the childhood cohort in the investigators’ previous study.
Screening for CDX2-high and IDH1/2-mut subtypes will help prevent the misidentification of AYA and adult patients who may otherwise be assigned to a lower risk category based on low WBC counts, and can help to ensure that patients receive the correct treatment.
In this genetic analysis of AYA and adult patients with Ph− B-ALL, two novel subtypes were identified: one expressing high amounts of CDX2 and the other characterized by the presence of IDH1/2 mutations. These novel subtypes are associated with poorer OS and may be useful prognostic factors in determining clinical outcome, and they may also—together with other high-risk subtypes—partially account for the difference in prognosis between AYA/adult patients and children. The limitations of this study dictate the need for further investigation, including in vivo functional analyses of CDX2 and IDH1/2 mutations on the development of B-ALL, further clarification of genetic lesions and mechanisms leading to high expression of CDX2, and a larger cohort in which the prognostic impacts can be fully elucidated.
Your opinion matters
Subscribe to get the best content related to ALL delivered to your inbox