The aim of this study was to investigate the prognostic significance of BRAFV600E in cell-free (cf) DNA (cfBRAFV600E) and lesion tissues (ltBRAFV600E) in pediatric Langerhans cell histiocytosis (LCH). This study included a total of 140 patients with successfully detected cfBRAFV600E and ltBRAFV600E at diagnosis. Treatment response at week 6 was correlated with both cfBRAFV600E and ltBRAFV600E. Moreover, the patients with positive cfBRAFV600E had a much lower 3-year progression-free survival (PFS) rate and a higher progression/reactivation rate than those with negative cfBRAFV600E (47.1% ± 7.6% vs. 78.4% ± 5.1%, P < 0.0001; 44.6% vs. 19.0%, P = 0.001, respectively). However, no significant difference was found in the 3-year PFS rate or progression/reactivation rate between patients with positive and negative ltBRAFV600E (P = 0.348 and 0.596, respectively). In addition, after patients were divided into group A (both cfBRAFV600E and ltBRAFV600E positive, n = 56), group B (ltBRAFV600E positive and cfBRAFV600E negative, n = 28), and group C (both cfBRAFV600E and ltBRAFV600E negative, n = 56), there was a significant difference in the 3-year PFS rate and progression/reactivation rate among the three groups (47.1% ± 7.6%, 92.9% ± 6.1%, and 72.2% ± 6.1%, P < 0.001; 44.6%, 3.6%, and 26.8%, P < 0.001, respectively). In the multivariate analysis, cfBRAFV600E and age at diagnosis remained independent prognostic factors for 3-year PFS in childhood LCH. Therefore, cfBRAFV600E was more closely associated with important clinical characteristics, treatment response at week 6, and prognosis than ltBRAFV600E.

Langerhans cell histiocytosis (LCH), the most common type of histiocytic disease, is characterized by the abnormal proliferation and aggregation of CD1a+/CD207+ cells in almost all the organ systems and dysfunction of the involved organs. The clinical presentations of LCH are very heterogeneous, ranging from a spontaneously regressing single lesion to extensive multiorgan disease with a life-threatening disorder and even to rapid progression or death (1, 2).

Somatic-activating mutations in MAPK pathway genes exist in more than 85% of patients with LCH and are regarded as important causes of the disease (3). Of importance, the recurrent activating BRAFV600E mutation has been identified in lesion tissues (ltBRAFV600E) in 38% to 64% of all patients with LCH (4–6). Until now, the clinical prognostic value of ltBRAFV600E in LCH has remained a controversial issue. Some studies reported that this mutation was correlated with risk organ involvement, increased resistance to first-line therapy, and a poor prognosis (6–8), whereas several other studies did not find an obvious association of this mutation with a poor prognosis (9–10).

Cells release DNA into the circulation; this is referred to as “cell-free DNA” (cfDNA). In cancer, tumor cells release their DNA, which is then present in different proportions as “circulating tumor DNA” within cfDNA (11). cfDNA is becoming a widely used prognostic and predictive biomarker, especially in oncology (11). Several studies, including our previous study, have demonstrated that the BRAFV600E mutation in cfDNA (cfBRAFV600E) is an attractive target to assess treatment response and prognosis in patients with LCH (12–16).

In this study, we compared the prognostic significance of cfBRAFV600E and ltBRAFV600E at diagnosis in pediatric LCH and evaluated the correlation of cfBRAFV600E with the clinical outcomes of patients. As a consequence, diagnostic cfBRAFV600E had more significant prognostic value than ltBRAFV600E in childhood LCH.

Patients and treatments

Two hundred forty-nine children with newly diagnosed LCH (age <18 years) were enrolled in the Beijing Children's Hospital LCH registry from January 2017 to December 2018. Among them, 140 patients with both biopsy and plasma samples available were included in this study. The clinical characteristics of the children included in this study were compared with those of the children not included in this study and two French cohorts (7, 15). This study was approved by the Beijing Children's Hospital Institutional Review Board and was conducted in accordance with the Declaration of Helsinki.

The diagnosis of LCH was based on the morphologic identification of clonal neoplastic proliferation with the expression of CD1a and/or CD207 (Langerin; refs. 17, 18). According to the classification established by the Histology Society, we classified the patients into three categories. In single-system (SS) LCH, only one organ or system was involved and without risk organ (RO; the including liver, spleen, and hematologic system) involvement; In multiple-system (MS) LCH, two or more organs or systems were involved either with (RO+) or without (RO) RO involvement (18).

The patients received a systemic chemotherapy regimen (BCH-LCH 2014 protocol, www.chictr.org.cn, identifier: ChiCTR2000030457) based on LCH-III and LCH-S-2005 protocols (16). Briefly, the first-line therapy was based on a vindesine–steroid combination, consisting of one or two 6-week courses (according to the response to treatment) of intensive initial induction therapy and subsequent maintenance therapy. Disease activity was assessed at treatment initiation, and treatment response was evaluated 6, 12, and 52 weeks thereafter for patients who received the first-line therapy. Patients with a poor response to the first-line therapy were switched to second-line therapy, consisting of cytarabine–vindesine–steroid combined with or without cladribine. Treatment response was evaluated according to the International LCH Study Group Criteria (19). Nonactive disease (NAD) was defined as complete resolution; active disease (AD)/better was defined as continuous regression of disease; AD/intermediate was defined as unchanged disease or regression with some new involvement, and AD/worse was defined as disease progression. Patients who responded to therapy were those who had NAD or AD/better response (19). In addition, the diagnosis of neurodegenerative disease was made according to T2 and FLAIR intense lesions in the cerebellum (peduncles, dentate nuclei), basal ganglia, and/or brainstem and symptoms that included progressive tremors, ataxia, dysarthria, dysmetria, learning disabilities, and behavioral abnormalities (20).

Quantification of cfBRAFV600E by ddPCR

Blood samples were collected into EDTA-containing vacutainer tubes from patients with LCH at diagnosis. Plasma cfDNA was isolated using the QIAamp Circulating Nucleic Acid Kit (Qiagen) according to the manufacturer's instructions and stored at −80°C until quantification. A QX200TM Droplet Digital PCR System (Bio-Rad) was used to determine the presence and level of cfBRAFV600E.

We used Tru-Q7 (1.3% Tier) Reference Standard DNA (Horizon Discovery) as a positive control and gDNA from white blood cells of healthy donors as a negative control. For a given patient sample, the assay reported BRAFV600E mutation fragments detected as a percentage of detected wild-type BRAF fragments. All samples were tested at least in duplicate. To evaluate the limit of detection of the ddPCR assay, Tru-Q7 Reference Standard DNA was serially diluted into gDNA from healthy donors to achieve 8% to 0.01% mutant alleles. The limit of the detection assay was determined at 0.1%. The details of the quantification have been described previously (16).

For patients with LCH with positive ltBRAFV600E with or without cfBRAFV600E, blood samples were collected at diagnosis, week 6 (after the first cycle of initial induction therapy), week 12 (after the second cycle of initial induction therapy), week 52 (the end of maintenance first-line therapy), and course 8 (the end of intensified second-line therapy) to detect cfBRAFV600E. For patients with negative ltBRAFV600E, blood samples at diagnosis and week 6 were collected to detect cfBRAFV600E. Blood and lesion tissue samples at progression or reactivation were unavailable due to the parents' refusal to sample.

Targeted sequencing of BRAFV600E in LCH lesions

Biopsy samples of skin rashes or bone lesions were obtained from 36 to 84 patients, respectively. The other 20 samples were obtained from the lung, lymph nodes, liver, and so on. Genomic DNA was extracted from 10 × 5 μmol/L unstained sections of paraffin-embedded lesion tissue at diagnosis using the QIAamp DNA FFPE Tissue Kit (Qiagen) according to the manufacturer's instructions. Then, targeted sequencing of genomic DNA was performed by MyGenostics Inc. The sequencing had a minimum depth of 500×.

Statistical analysis

All statistical analyses were performed using SPSS 18.0 software (SPSS Inc.). Differences among groups were compared with the t test and one-way ANOVA or the Mann–Whitney U test for quantitative variables obeying normal or skewed distribution, respectively, and with the Pearson χ2 test or Fisher's exact test for qualitative variables. Progression-free survival (PFS) was estimated from the date of diagnosis to the date of one of the following events: Progression, reactivation, or death, whichever came first or last in contact with the patient. The last follow-up date was June 30, 2020. Survival rates were analyzed by the Kaplan–Meier method and compared among subgroups with the log-rank test. A Cox proportional hazards model was used for multivariate analyses (21). A P value of <0.05 was considered statistically significant.

Patients' clinical characteristics

In this study, there was no significant difference in most clinical characteristics, such as age, sex, clinical classification, organ involvement, and 3-year PFS, or prognoses between included patients (140 patients) and excluded patients (109 patients); however, involvement of the oral cavity was higher in included patients (Table 1). Compared with the two French cohorts, there was more lung involvement and less hematological involvement in our cohort (Supplementary Table S1). Our cohort had a higher frequency of detectable cfBRAFV600E in patients with MS RO-LCH (38.8% vs. 10.5%) and SS-LCH (25% vs. 15.8%) than French cohort 1 but a higher frequency of detectable ltBRAFV600E in patients with SS-LCH (56.3% vs. 43.9%) and a lower frequency in MS RO-LCH (51.0% vs. 61.4%) than French cohort 2. The discrepancies among the three cohorts might be due to the clinical heterogeneity of LCH and ethnic differences.

The median age at diagnosis was 2.3 years (range, 0 to 13.3 years) for the study cohort. There were 76 boys (54.3%) and 64 girls (45.7%). The patients were classified into three groups: The SS group (64, 45.7%), MS RO group (49, 35.0%), and MS RO+ group (27, 19.3%). The most commonly affected system was the skeleton, as bone lesions were present in 123 patients (87.9%); furthermore, in 90 patients (64.3%), multifocal lesions in the bone were detected. Other commonly affected organs included the skin, lung, ear, and eye. Importantly, six (4.3%) of 12 patients with involvement of the hematopoietic system developed hemophagocytic lymphohistiocytosis (HLH).

In general, the median follow-up period was 31.7 months (range, 1.2–45.5 months). A total of 42 patients (30.0%) experienced disease progression or reactivation during the follow-up period. Twelve patients suffered at least one of the permanent consequences (PCs), including diabetes insipidus (six patients), liver cirrhosis (four patients), and neurodegenerative disease (two patients). In this cohort, two patients (1.4%) died from liver cirrhosis with multiple organ failure and severe infection with secondary HLH. The 3-year PFS rate was 65.9% ± 4.5%.

Impact of BRAFV600E on the treatment response of children with LCH

ltBRAFV600E was positive in 84 of 140 (60%) patients. cfBRAFV600E was positive in 56 (40%) patients, all of whom were positive for ltBRAFV600E. Twenty-eight patients (20%) were ltBRAFV600E positive but cfBRAFV600E negative; no patient was negative for ltBRAFV600E but positive for cfBRAFV600E at diagnosis and week 6, indicating the reliability of mutation detection. The other 56 (40%) patients were negative for both ltBRAFV600E and cfBRAFV600E.

We divided 140 patients into three groups: Group A, 56 patients with positive BRAFV600E in both cfDNA and lesion tissues; group B, 28 patients with positive ltBRAFV600E but negative cfBRAFV600E; and group C, 56 patients with negative BRAFV600E in lesion tissues and cfDNA.

We analyzed the relationship of the BRAFV600E mutation with treatment response in our patients. In total, 120 patients (50, 21, and 49 patients in groups A, B, and C, respectively) were evaluated for their response to the first-line treatment after 6 weeks. Both cfBRAFV600E and ltBRAFV600E were correlated with treatment response at week 6 (P = 0.027 and 0.013, respectively, Table 2). Furthermore, a significant association was also observed when the patients were divided into the three groups mentioned above (P = 0.037, Table 2).

Impact of BRAFV600E on the prognosis of children with LCH

First, we found no significant difference in 3-year PFS between patients with positive (group A and B) and negative (group C) ltBRAFV600E (72.2% ± 6.1% vs. 68.2% ± 5.4%, respectively, P = 0.348, Fig. 1A). No difference in the progression/reactivation rate between the two groups was recognized (31.0% vs. 26.8%, P = 0.596, Table 3). Furthermore, ltBRAFV600E was not related to 3-year PFS in different categories of disease extent (Fig. 1B–D).

However, cfBRAFV600E showed strong prognostic value: The patients with positive cfBRAFV600E (group A) had a much lower 3-year PFS rate than those with negative cfBRAFV600E (groups B and C, 78.4% ± 5.1% and 47.1% ± 7.6%, respectively, log-rank test; P < 0.0001, Fig. 2A). Moreover, the progression/reactivation rate was much higher in cfBRAFV600E-positive patients than in cfBRAFV600E-negative patients (44.6% vs. 19.0%, P = 0.001, Table 2). In addition, in patients with SS-LCH and MS RO, positive cfBRAFV600E was obviously correlated with a worse 3-year PFS rate than negative cfBRAFV600E (57.1% ± 13.7% vs. 82% ± 6.9%, P = 0.033; 48.8% ± 12.1% vs. 72.7% ± 8.3%, P = 0.045; Fig. 2B and C), although a similar prognosis was observed in MS RO+ patients with or without cfBRAFV600E (36.3% ± 12.8% vs. 66.7% ± 27.1%, P = 0.269, Fig. 2D).

We further compared the 3-year PFS rate and progression/reactivation rate among patients in groups A, B, and C. As expected, group A had the worst prognosis, with a 3-year PFS rate of 47.1% ± 7.6%, whereas group B had the best prognosis, with a 3-year PFS rate of 92.9% ± 6.1%; only one child experienced reactivation 1 year after the end of first-line chemotherapy. The treatment outcome of patients in group C was intermediate, and the 3-year PFS rate was 72.2% ± 6.1% (Fig. 3A). There was an obvious difference in the progression/reactivation rate among groups A, B, and C (44.6%, 3.6%, and 26.8%, respectively, P < 0.001, Table 3). Notably, the progression/reactivation rate of group A was higher than those of groups B and C (P < 0.001 and P = 0.049) and that of group C was also higher than that of group B (P = 0.011). Nevertheless, in the three disease extent categories, only in patients with SS-LCH was there a significant difference in PFS among groups A, B, and C (57.1% ± 13.7%, 90.9% ± 8.7%, 78.6% ± 7.8%, respectively; P = 0.034, Fig. 3B). Although a trend of a worse prognosis was noted in MS RO patients (48.8% ± 12.1%, 100%, and 66.7% ± 9.6%, P = 0.066, Fig. 3C), there was no significant difference in MS RO+ patients (36.3% ± 12.8%, 100%, and 50.0% ± 35.4%, P = 0.486, Fig. 3D). However, neither cfBRAFV600E nor ltBRAFV600E was observed to be associated with PCs (P > 0.05, Table 2).

In the univariate analysis of common prognostic factors for PFS, cfBRAFV600E, age at diagnosis, and involvement of the skin, risk organs, or ear were associated with 3-year PFS (Table 3). However, in the multivariate Cox analysis, only cfBRAFV600E and age at diagnosis remained independent prognostic factors for PFS in childhood LCH (cfBRAFV600E, HR, 2.257, P = 0.034; age at diagnosis, HR, 2.773, P = 0.013; Table 3).

Collectively, these data indicate that cfBRAFV600E, rather than ltBRAFV600E, has a significant effect on the prognosis of children with LCH, mainly in patients with SS and MS RO according to our study.

Correlation of BRAFV600E at diagnosis with patients' clinical characteristics

We next analyzed correlations of the common clinical characteristics of our patients with cf/ltBRAFV600E (Table 2). MS RO+ and involvement of the skin, liver, spleen, and ear were correlated with the existence of both ltBRAFV600E and cfBRAFV600E (Table 2). Of importance, cfBRAFV600E was also associated with age <3 years, which was another independent prognostic factor, and involvement of the hematopoietic system and oral cavity (risk organ and CNS risk lesion, respectively; Table 2).

Further analysis showed obvious differences in age (<3 years), MS RO+, and involvement of the skin, liver, spleen, ear, hematopoietic system, and oral cavity (P < 0.05, Table 2) among groups A, B, and C. Although there was no difference in the previously mentioned clinical features between groups B and C (P > 0.05), more patients in group A presented with these features than patients in group C (P < 0.05). Similarly, most of the above clinical features were observed more frequently in group A than in group B (P < 0.05), though only a trend in the involvement of the spleen and ear was noted (P = 0.070 and 0.057, respectively). Thus, these results suggest that cfBRAFV600E has more vital clinical and prognostic value than ltBRAFV600E.

In this study, our results showed that ltBRAFV600E was correlated with the disease clinical classification (SS, MS RO, and MS RO+), involvement of ROs (spleen and liver) and CNS risk lesions (ear), and a poor response to 6-week chemotherapy. Nevertheless, we did not find a relationship of ltBRAFV600E with the occurrence of progression/reactivation and a low PFS rate, which has been shown in some recent studies on children and adults with LCH (7, 22). The discrepancy in the prognostic value of ltBRAFV600E between other studies and ours may result from the difference in the clinical features of patients and chemotherapy regimens. For example, Zeng and colleagues (22) included 32 adult patients (33%) in their study. Moreover, 91.8%, 62.2%, and 45.7% of the patients in the two studies and ours had SS-LCH, respectively (7, 22). As BRAFV600E is underrepresented in patients with SS-LCH, which is associated with a good prognosis, a high percentage of patients with SS-LCH would possibly lead to an obvious difference in prognosis between patients with and without BRAFV600E. In addition, in view of the fact that ltBRAFV600E could be detected in patients with not only progressive disease but also self-limiting Hashimoto–Pritzker disease (23), ltBRAFV600E-positive LCH is highly heterogeneous. Other genetic or biological factors, including the types and developmental hierarchy of the cells affected by the BRAF mutation, affect the prognostic value of ltBRAFV600E. Thus, the prognostic significance and mechanisms of ltBRAFV600E need to be clarified in future studies.

Some studies, including ours, have shown that cfBRAFV600E detection during the course of chemotherapy is a promising indicator for a prognostic evaluation (12, 14–16), and positive cfBRAFV600E at diagnosis predicts a poor prognosis in patients with SS-LCH (16). In this study, we further showed that cfBRAFV600E at diagnosis was related to not only some important clinical features and 6-week treatment response but also to the progression/reactivation rate and 3-year PFS rate. Furthermore, the patients with ltBRAFV600E could be stratified into cfBRAFV600E-positive and -negative groups with obvious differences in 3-year PFS. Patients positive for cfBRAFV600E had the worst prognosis. Although both ltBRAFV600E positivity and cfBRAFV600E positivity were correlated with RO involvement, the latter was an independent risk factor for progression and reactivation even when taking RO+ as a covariate, highlighting the importance of determining cfBRAFV600E at diagnosis. Furthermore, this was also observed in patients with SS-LCH and tended to be maintained in patients with MS RO-LCH. Therefore, cfBRAFV600E detection at diagnosis might aid in the risk stratification of children with SS and MS RO-LCH. A new risk stratification system composed of cfBRAFV600E at diagnosis and other clinical stratification factors would have more significant prognostic value and identify patients at higher risk of progression/reactivation more accurately. On the other hand, in MS RO+ patients, the difference in treatment outcome was not observed among groups A, B, and C. This was probably because in the MS RO+ category, most patients (21/27, 77.8%) were in group A (cfBRAFV600E positive), and only two (7.4%) and four (14.8%) patients were in groups B and C, respectively (Table 2). Thus, a study with a large sample size would clarify the prognostic significance of cfBRAFV600E and its role in risk stratification in the MS RO+ category.

Until now, the mechanisms of the association of cfBRAFV600E with the poor prognosis of children with LCH have not been fully understood. cfDNA is mainly regarded as debris of apoptotic cancer cells (24). Many signals, including cfDNA released by apoptotic cancer cells, may function as mitogens to stimulate adjacent cells to proliferate in a compensatory manner; this is referred to as apoptosis-induced proliferation (25). Alternatively, cfDNA may come from apoptotic cancer cells, which are outcompeted by other cells with stronger proliferative activity; this is referred to as proliferation-induced apoptosis (24). In both cases, cfDNA is always associated with the increased proliferation of some cancer cells that may be resistant to chemotherapy (11). This is possibly true in LCH, which is regarded as a myeloid tumor. Therefore, more attention should be paid to genes or signaling pathways related to the proliferation of LCH cells in future studies. On the other hand, cfBRAFV600E could also be simply related to tumor burden, such as the involvement of a large single organ or bulky disease. However, cfDNA is isolated from cell-free plasma and does not directly result in the spread or “metastasis” of LCH cells, whereas CD207+CD1a+ cells present in the circulation of patients with active LCH may directly lead to the spread of LCH cells (26).

In addition to BRAFV600E, many mutations in genes of the MAPK signaling pathway have been discovered and reported to play an important role in the pathogenesis of LCH (27). As the prognosis of group C (ltBRAFV600E negative) fell between those of groups A and B (cfBRAFV600E positive and negative, respectively), patients with LCH could be stratified into subgroups with different mutations in the MAPK pathway in addition to BRAFV600E. Thus, a study direction is to develop new methods to detect the above mutations in ltDNA and cfDNA at diagnosis and during the course of chemotherapy. This may be helpful for improving patient stratification.

Two mouse models of LCH were established recently. In these LCH models, MAPK inhibitors were capable of restoring migration and apoptosis potential, decreasing disease burden, and reducing the histiocytic infiltration of alveoli and peribronchiolar stroma in the lungs, sinusoidal distension and periportal cellular infiltration in the liver (28, 29). New models with or without cfBRAFV600E could be established on the basis of the above mouse models to test the clinical value of cfBRAFV600E and the efficacy of MAPK inhibitors in cfBRAFV600E-positive mice. Furthermore, vemurafenib has shown safety and efficacy in children with refractory MS LCH (30). Thus, the significance of vemurafenib is of great interest and should be elucidated in the treatment of cfBRAFV600E-positive SS and MS RO patients.

It has been reported that up to 50% of patients with LCH have at least one PC, and PCs are more frequent among patients with multisystem disease and patients who experience reactivation than their counterparts (31). The most common are central nervous system PCs, including central diabetes insipidus and neurodegenerative disease, followed by orthopedic abnormalities and various organ failures. Two studies showed that patients with BRAFV600E had increased risks of frontline treatment failure and neurodegenerative disease development (6, 7). However, in this study, there was no correlation of ltBRAFV600E or cfBRAFV600E with PCs. This may be due to the relatively short follow-up time (median, 31.7 months). A longer follow-up period is needed to clarify the relationship between this mutation and PCs.

In conclusion, our study showed that cfBRAFV600E, rather than ltBRAFV600E, was an independent prognostic factor and was more closely associated with critical clinical characteristics and treatment outcomes than ltBRAFV600E. The detection of gene mutations in cfDNA is of clinical importance in childhood LCH.

No disclosures were reported.

C.-J. Wang: Data curation, writing–original draft. L. Cui: Data curation. H.-H. Ma: Resources. D. Wang: Resources. L. Zhang: Resources. H.-Y. Lian: Resources. W.-J. Li: Investigation. Q. Zhang: Investigation. T.-Y. Wang: Funding acquisition, project administration. Z.-G. Li: Methodology, writing–original draft, project administration, writing–review and editing. R. Zhang: Funding acquisition, methodology, project administration, writing-review and editing.

This work was supported by the National Natural Science Foundation of China (No. 82070202), the Capital's Funds for Health Improvement and Research (No. 2020-2-2093), the Special Fund of the Pediatric Medical Coordinated Development Center of Beijing Hospitals Authority (No. XTZD20180201), National Science and Technology Key Projects (No. 2017ZX09304029004), and Funding for Reform and Development of Beijing Municipal Health Commission (Genetic and immunological pathogenesis of pediatric histiocytosis and its guiding role in clinical diagnosis and treatment).

The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

1.
Rigaud
C
,
Barkaoui
MA
,
Thomas
C
,
Bertrand
Y
,
Lambilliotte
A
,
Miron
J
, et al
Langerhans cell histiocytosis: therapeutic strategy and outcome in a 30-year nationwide cohort of 1,478 patients under 18 years of age
.
Br J Haematol
2016
;
174
:
887
98
.
2.
Allen
CE
,
Merad
M
,
McClain
KL
. 
Langerhans-cell histiocytosis
.
N Engl J Med
2018
;
379
:
856
68
.
3.
Chakraborty
R
,
Burke
TM
,
Hampton
OA
,
Zinn
DJ
,
Lim
KP
,
Abhyankar
H
, et al
Alternative genetic mechanisms of BRAF activation in Langerhans cell histiocytosis
.
Blood
2016
;
128
:
2533
7
.
4.
Badalian-Very
G
,
Vergilio
JA
,
Degar
BA
,
MacConaill
LE
,
Brandner
B
,
Calicchio
ML
, et al
Recurrent BRAF mutations in Langerhans cell histiocytosis
.
Blood
2010
;
116
:
1919
23
.
5.
Satoh
T
,
Smith
A
,
Sarde
A
,
Lu
HC
,
Mian
S
,
Trouillet
C
, et al
B-RAF mutant alleles associated with Langerhans cell histiocytosis, a granulomatous pediatric disease
.
PLoS ONE
2012
;
7
:
e33891
.
6.
Berres
ML
,
Lim
KP
,
Peters
T
,
Price
J
,
Takizawa
H
,
Salmon
H
, et al
BRAF-V600E expression in precursor versus differentiated dendritic cells defines clinically distinct LCH risk groups
.
J Exp Med
2014
;
211
:
669
83
.
7.
Heritier
S
,
Emile
JF
,
Barkaoui
MA
,
Thomas
C
,
Fraitag
S
,
Boudjemaa
S
, et al
BRAF mutation correlates with high-risk Langerhans cell histiocytosis and increased resistance to first-line therapy
.
J Clin Oncol
2016
;
34
:
3023
30
.
8.
Heritier
S
,
Barkaoui
MA
,
Miron
J
,
Thomas
C
,
Moshous
D
,
Lambilliotte
A
, et al
Incidence and risk factors for clinical neurodegenerative Langerhans cell histiocytosis: a longitudinal cohort study
.
Br J Haematol
2018
;
183
:
608
17
.
9.
Jouenne
F
,
Chevret
S
,
Bugnet
E
,
Clappier
E
,
Lorillon
G
,
Meignin
V
, et al
Genetic landscape of adult Langerhans cell histiocytosis with lung involvement
.
Eur Respir J
2020
;
55
:
1901190
.
10.
Bubolz
AM
,
Weissinger
SE
,
Stenzinger
A
,
Arndt
A
,
Steinestel
K
,
Brüderlein
S
, et al
Potential clinical implications of BRAF mutations in histiocytic proliferations
.
Oncotarget
2014
;
5
:
4060
70
.
11.
Heitzer
E
,
Auinger
L
,
Speicher
MR
. 
Cell-free DNA and apoptosis: how dead cells inform about the living
.
Trends Mol Med
2020
;
26
:
519
28
.
12.
Hyman
DM
,
Diamond
EL
,
Vibat
CR
,
Hassaine
L
,
Poole
JC
,
Patel
M
, et al
Prospective blinded study of BRAFV600E mutation detection in cell-free DNA of patients with systemic histiocytic disorders
.
Cancer Discov
2015
;
5
:
64
71
.
13.
Corcoran
RB
,
Chabner
BA
. 
Application of cell-free DNA analysis to cancer treatment
.
N Engl J Med
2018
;
379
:
1754
65
.
14.
Kobayashi
M
,
Tojo
A
. 
The BRAF-V600E mutation in circulating cell-free DNA is a promising biomarker of high-risk adult Langerhans cell histiocytosis
.
Blood
2014
;
124
:
2610
1
.
15.
Heritier
S
,
Helias-Rodzewicz
Z
,
Lapillonne
H
,
Terrones
N
,
Garrigou
S
,
Normand
C
, et al
Circulating cell-free BRAF(V600E) as a biomarker in children with Langerhans cell histiocytosis
.
Br J Haematol
2017
;
178
:
457
67
.
16.
Cui
L
,
Zhang
L
,
Ma
HH
,
Wang
CJ
,
Wang
D
,
Lian
HY
, et al
Circulating cell-free BRAFV600E during chemotherapy is associated with prognosis of children with Langerhans cell histiocytosis
.
Haematologica
2020
;
105
:
e444
.
17.
Donadieu
J
,
Chalard
F
,
Jeziorski
E
. 
Medical management of Langerhans cell histiocytosis from diagnosis to treatment
.
Expert Opin Pharmacother
2012
;
13
:
1309
22
.
18.
Haupt
R
,
Minkov
M
,
Astigarraga
I
,
Schafer
E
,
Nanduri
V
,
Jubran
R
, et al
Langerhans cell histiocytosis (LCH): guidelines for diagnosis, clinical work-up, and treatment for patients till the age of 18 years
.
Pediatr Blood Cancer
2013
;
60
:
175
84
.
19.
Gadner
H
,
Minkov
M
,
Grois
N
,
Potschger
U
,
Thiem
E
,
Arico
M
, et al
Therapy prolongation improves outcome in multisystem Langerhans cell histiocytosis
.
Blood
2013
;
121
:
5006
14
.
20.
McClain
KL
,
Picarsic
J
,
Chakraborty
R
,
Zinn
D
,
Lin
H
,
Abhyankar
H
, et al
CNS Langerhans cell histiocytosis: common hematopoietic origin for LCH-associated neurodegeneration and mass lesions
.
Cancer
2018
;
124
:
2607
20
.
21.
Gill
RD
. 
Multistate life-tables and regression models
.
Math Popul Stud
1992
;
3
:
259
76
.
22.
Zeng
K
,
Wang
Z
,
Ohshima
K
,
Liu
Y
,
Zhang
W
,
Wang
L
, et al
BRAF V600E mutation correlates with suppressive tumor immune microenvironment and reduced disease-free survival in Langerhans cell histiocytosis
.
Oncoimmunology
2016
;
5
:
e1185582
.
23.
Nann
D
,
Schneckenburger
P
,
Steinhilber
J
,
Metzler
G
,
Beschorner
R
,
Schwarze
CP
, et al
Pediatric Langerhans cell histiocytosis: the impact of mutational profile on clinical progression and late sequelae
.
Ann Hematol
2019
;
98
:
1617
26
.
24.
Ichim
G
,
Tait
SW
. 
A fate worse than death: apoptosis as an oncogenic process
.
Nat Rev Cancer
2016
;
16
:
539
48
.
25.
Ryoo
HD
,
Bergmann
A
. 
The role of apoptosis-induced proliferation for regeneration and cancer
.
Cold Spring Harb Perspect Biol
2012
;
4
:
a008797
.
26.
Silva
EAC
,
Nowak
W
,
Tessone
L
,
Olexen
CM
,
Wilczyñski
JMO
,
Estecho
IG
, et al
CD207+CD1a+ cells circulate in pediatric patients with active Langerhans cell histiocytosis
.
Blood
2017
;
130
:
1898
902
.
27.
Durham
BH
. 
Molecular characterization of the histiocytoses: neoplasia of dendritic cells and macrophages
.
Semin Cell Dev Biol
2019
;
86
:
62
7
.
28.
Hogstad
B
,
Berres
M-L
,
Chakraborty
R
,
Tang
J
,
Bigenwald
C
,
Serasinghe
M
, et al
RAF/MEK/extracellular signal-related kinase pathway suppresses dendritic cell migration and traps dendritic cells in Langerhans cell histiocytosis lesions
.
J Exp Med
2018
;
215
:
319
36
.
29.
Sengal
A
,
Velazquez
J
,
Hahne
MV
,
Burke
TM
,
Abhyankar
H
,
Reyes
R
, et al
Overcoming T-cell exhaustion in LCH: PD-1 blockade and targeted MAPK inhibition are synergistic in a mouse model of LCH
.
Blood
2020
;
137
:
1777
91
.
30.
Donadieu
J
,
Larabi
IA
,
Tardieu
M
,
Visser
J
,
Hutter
C
,
Sieni
E
, et al
Vemurafenib for refractory multisystem Langerhans cell histiocytosis in children: an international observational study
.
J Clin Oncol
2019
;
37
:
2857
65
.
31.
Chow
TW
,
Leung
WK
,
Cheng
FWT
,
Kumta
SM
,
Chu
WCW
,
Lee
V
, et al
Late outcomes in children with Langerhans cell histiocytosis
.
Arch Dis Child
2017
;
102
:
830
5
.