As glucocorticoid use increased in acute lymphoblastic leukemia, osteonecrosis became an increasingly frequent complication. Besides increased age, host risk factors are poorly defined. We tested whether 12 polymorphisms were associated with osteonecrosis among patients 10 years and older treated on the CCG1882 protocol. Candidate genes (TYMS, MTHFR, ABCB1, BGLAP, ACP5, LRP5, ESR1, PAI-1, VDR, PTH, and PTHR) were chosen based on putative mechanisms underlying osteonecrosis risk. All children received dexamethasone, with doses varying by treatment arm. A PAI-1 polymorphism (rs6092) was associated with risk of osteonecrosis in univariate (P = .002; odds ratio = 2.79) and multivariate (P = .002; odds ratio = 2.89) analyses (adjusting for gender, age, and treatment arm). Overall, 21 of 78 (26.9%) children with PAI-1 GA/AA genotypes, versus 25 of 214 (11.7%) children with GG genotype, developed osteonecrosis. PAI-1 polymorphisms and PAI-1 serum levels have previously been associated with thrombosis. We conclude that PAI-1 genetic variation may contribute to risk of osteonecrosis.

As cure rates for childhood acute lymphoblastic leukemia (ALL) increased, adverse effects of chemotherapy became an important area of study. Osteonecrosis is one of these, attributed primarily to corticosteroids (dexamethasone and prednisone) that play a vital role in treatment of ALL, as they have improved cure rates.1  Osteonecrosis may lead to severe joint pain, limitations on physical activity, with some cases culminating in surgical intervention to restore function.2  Osteonecrosis affects up to one-third of patients treated for ALL, and host-related factors such as age more than 10 years, female sex, and white race increase risk of development.3-5  Better definition of risk factors for osteonecrosis might permit tailoring therapy to minimize this complication.

We have shown that therapy-related adverse events (gastrointestinal, infectious, hepatic, and neurologic toxicities) can be attributed to germline polymorphisms in genes linked to pharmacodynamics of chemotherapy.6  In a relatively small series of patients at high risk of osteonecrosis, we found 2 inherited genetic polymorphisms, vitamin D receptor FokI start site polymorphism and thymidylate synthetase enhancer repeat, were associated with risk of osteonecrosis.5  To further explore genetic predictors of osteonecrosis, we herein studied 12 candidate polymorphisms potentially involved in osteonecrosis in a mature, completed study of the Children's Cancer Group (CCG1882), whose protocol resulted in a relatively high incidence of osteonecrosis in children 10 years and older.4 

Approval was obtained from St Jude Children's Research Hospital institutional review board for these studies (institutional review board approval number XMP03-045 for protocol AALL03B2, Study of pharmacogenetic risk factors for avascular necrosis approved by the Children's Oncology Group). Informed consent was obtained in accordance with the Declaration of Helsinki.

A total of 980 patients were 10 years of age or older when enrolled on CCG1882; 108 developed symptomatic osteonecrosis (11.0%) diagnosed by radiographic imaging; patients were not prospectively screened with radiologic imaging.4  A total of 361 patients had sufficient archived DNA for inclusion in genotyping; 51 of these patients developed symptomatic osteonecrosis, an incidence not significantly different from the overall CCG1882 population (P = .188; Table 1). Patients were scheduled to receive the following total doses of steroids: during induction, prednisone (1815 mg/m2); delayed intensification, dexamethasone (standard arm, 235 mg/m2; augmented arm, 470 mg/m2); maintenance, prednisone (standard arm: males = 7000 mg/m2, females = 4400 mg/m2; augmented arm: males = 6200 mg/m2, females = 3600 mg/m2).4 

Table 1

Demographics and osteonecrosis status of the study population

Developed osteonecrosis?
P
YesNoOriginal entire CCG1882 cohortSubset included herein
Age   .290 .569 
    10 to 15 years 43 248   
    16 to 20 years 62   
Sex   .030 .034 
    Male 21 178   
    Female 30 132   
Race   .003 .035 
    White 45 212   
    Black 28   
    Hispanic 55   
    Other 15   
Treatment arm RER   .780 1.000 
    XRT 24 163   
    No XRT 51   
Treatment arm SER   .270 .459 
    Standard 45   
    Augmented 13 51   
Developed osteonecrosis?
P
YesNoOriginal entire CCG1882 cohortSubset included herein
Age   .290 .569 
    10 to 15 years 43 248   
    16 to 20 years 62   
Sex   .030 .034 
    Male 21 178   
    Female 30 132   
Race   .003 .035 
    White 45 212   
    Black 28   
    Hispanic 55   
    Other 15   
Treatment arm RER   .780 1.000 
    XRT 24 163   
    No XRT 51   
Treatment arm SER   .270 .459 
    Standard 45   
    Augmented 13 51   

RER indicates rapid early response; SER, slow early response; and XRT, cranial irradiation therapy.

DNA was isolated from archived diagnostic tissue samples preserved on glass slides, including bone marrow aspirates and peripheral blood smears.7 

Genotyping was performed for 12 candidate polymorphisms (Table 2): TYMS enhancer repeat, VDR start site Fok1 (rs22285708),5 MTHFR C677T (rs1801133), PAI-1 (rs6092),9 ESR PvuII (rs2234693), LRP5 (rs2306862), BGLAP (rs1800247), ACP5 (rs2305799 and rs2229531, respectively), ABCB1 (rs1045642), PTH (rs6254), and PTHR (rs1138518). The TYMS enhancer repeat was tested as described.5  With samples that failed initial testing, a second set of primers was designed to produce smaller 116 and 144 bp products (corresponding to an enhancer 2-repeat or 3-repeat variation).10  For all polymorphisms except TYMS, genotyping was performed using the Beckman Coulter GenomeLab SNPstream (Fullerton, CA) by DNAprint. Additional genotyping for the VDR start site Fok1 polymorphism for samples failing initial genotyping was performed as described.7  Not all patients were successfully genotyped for each polymorphism (Table 2; www.pharmgkb.org PS207425).

Table 2

Univariate and multivariate analyses of genotype versus development of osteonecrosis

Gene, rs no/genotypePatients successfully genotyped, %Osteonecrosis, no.
Univariate analysis
Multivariate analysis
YesNoOdds ratio95% CIPOdds ratio95% CIP
Thymidylate synthetase (TYMS) enhancer repeat 86   1.40 0.72-2.74 .326 1.42 0.72-2.80 .319 
    2R/2R  16 80       
    All others  27 189       
Vitamin D receptor start codon Fok1 (VDR) rs2228570 84   1.70 0.82-3.53 .153 1.91 0.90-4.03 .091 
    TT/CT  32 164       
    CC  11 96       
Osteocalcin (BGLAP) rs1800247 66   0.87 0.28-2.73 .817 0.88 0.27-2.84 .824 
    TT/CT  32 183       
    CC  20       
Estrogen receptor alpha (ESR1) rs2234693 61   0.68 0.32-1.46 .328 0.64 0.29-1.42 .276 
    CC/CT  13 95       
    TT  19 95       
Low-density lipoprotein receptor-related protein (LRP5) rs2306862 70   0.72 0.36-1.41 .336 0.68 0.34-1.37 .281 
    TT/CT  18 113       
    CC  22 99       
5,10-Methylenetetrahydrofolate reductase (MTHFR) rs1801133 71   1.30 0.68-2.51 .432 1.22 0.62-2.41 .563 
    TT/CT  22 95       
    CC  21 118       
Plasminogen activator inhibitor-1 (PAI-1) rs6092 81   2.79 1.45-5.34 .002 2.89 1.48-5.62 .002 
    AA/GA  21 57       
    GG  25 189       
P-glycoprotein (ABCB1) rs1045642 77   1.35 0.65-2.82 .422 1.52 0.71-3.23 .278 
    TT/CT  33 162       
    CC  11 73       
Parathyroid hormone (PTH) rs6254 76   0.75 0.39-1.44 .393 0.75 0.38-1.47 .404 
    AA/GT  19 115       
    GG  25 114       
Parathyroid hormone receptor (PTHR) rs1138518 69   0.69 0.34-1.42 .313 0.72 0.34-1.50 .377 
    CC/TC  16 117       
    TT  19 96       
Tartrate-resistant acid phosphatase (ACP5) rs2229531 73   0.81 0.30-2.22 .683 0.84 0.30-2.36 .733 
    AA/GT  31       
    GG  38 191       
Tartrate-resistant acid phosphatase (ACP5) rs2305799 77   0.77 0.34-1.75 .527 .82 0.35-1.92 .650 
    TT/CT  54       
    CC  35 181       
Gene, rs no/genotypePatients successfully genotyped, %Osteonecrosis, no.
Univariate analysis
Multivariate analysis
YesNoOdds ratio95% CIPOdds ratio95% CIP
Thymidylate synthetase (TYMS) enhancer repeat 86   1.40 0.72-2.74 .326 1.42 0.72-2.80 .319 
    2R/2R  16 80       
    All others  27 189       
Vitamin D receptor start codon Fok1 (VDR) rs2228570 84   1.70 0.82-3.53 .153 1.91 0.90-4.03 .091 
    TT/CT  32 164       
    CC  11 96       
Osteocalcin (BGLAP) rs1800247 66   0.87 0.28-2.73 .817 0.88 0.27-2.84 .824 
    TT/CT  32 183       
    CC  20       
Estrogen receptor alpha (ESR1) rs2234693 61   0.68 0.32-1.46 .328 0.64 0.29-1.42 .276 
    CC/CT  13 95       
    TT  19 95       
Low-density lipoprotein receptor-related protein (LRP5) rs2306862 70   0.72 0.36-1.41 .336 0.68 0.34-1.37 .281 
    TT/CT  18 113       
    CC  22 99       
5,10-Methylenetetrahydrofolate reductase (MTHFR) rs1801133 71   1.30 0.68-2.51 .432 1.22 0.62-2.41 .563 
    TT/CT  22 95       
    CC  21 118       
Plasminogen activator inhibitor-1 (PAI-1) rs6092 81   2.79 1.45-5.34 .002 2.89 1.48-5.62 .002 
    AA/GA  21 57       
    GG  25 189       
P-glycoprotein (ABCB1) rs1045642 77   1.35 0.65-2.82 .422 1.52 0.71-3.23 .278 
    TT/CT  33 162       
    CC  11 73       
Parathyroid hormone (PTH) rs6254 76   0.75 0.39-1.44 .393 0.75 0.38-1.47 .404 
    AA/GT  19 115       
    GG  25 114       
Parathyroid hormone receptor (PTHR) rs1138518 69   0.69 0.34-1.42 .313 0.72 0.34-1.50 .377 
    CC/TC  16 117       
    TT  19 96       
Tartrate-resistant acid phosphatase (ACP5) rs2229531 73   0.81 0.30-2.22 .683 0.84 0.30-2.36 .733 
    AA/GT  31       
    GG  38 191       
Tartrate-resistant acid phosphatase (ACP5) rs2305799 77   0.77 0.34-1.75 .527 .82 0.35-1.92 .650 
    TT/CT  54       
    CC  35 181       

CI indicates confidence interval.

Univariate analysis was performed using logistic regression for each individual genotype as a predictor for osteonecrosis. Multivariate logistic regression analyses were performed for genotype, adjusting for age (10-15 years and 16+ years), sex, and treatment (rapid early response patients: with vs without prophylactic cranial radiation; slow early response patients: standard vs augmented; Table 2). Adjustment for ethnicity was not performed because of a low number of patients of nonwhite ethnicity (n = 6) affected by osteonecrosis (Table 1). Logistic regression analyses were performed to test for possible correlations among polymorphisms. Among the largest racial/ethnic group (whites), we compared whether genotype distributions varied from those expected under Hardy-Weinberg assumptions using a χ2 test; only the TYMS and LRP5 polymorphisms varied from Hardy-Weinberg predictions (P < .004).

A total of 43 of 291 patients who were 10 to 15 years of age and 8 of 70 patients 16 years of age and older developed osteonecrosis (Table 1). Osteonecrosis was more common in females and whites (P = .034 and P = .035, respectively; Fisher exact test). Univariate analysis (Table 2) indicated that only the PAI-1 polymorphism was associated with osteonecrosis (P = .002), with an odds ratio of 2.79 (95% confidence interval, 1.45-5.34). A total of 26.9% of the combined GA and AA genotypes developed osteonecrosis compared with 11.7% of the GG genotypic group.

Multivariate logistic regression analysis adjusted for age, sex, and treatment arm (Table 2) did not significantly alter the results: PAI-1 was associated with osteonecrosis (P = .002 and adjusted odds ratio = 2.89). Logistic regression analysis revealed no significant correlations among genotypes.

PAI-1 rs6092 allele frequencies differed significantly between racial/ethnic groups. The combined GA and AA genotypes were present in 30.9% of whites but only 12.5% of blacks. The incidence of GA or AA genotype in Hispanics was 20%, not significantly different from the white population (P = .572).

Other than older age,4,5,11-14  host-related risk factors for osteonecrosis remain incompletely defined. Herein, after adjusting for age, sex, and treatment arm, the only genetic risk factor for osteonecrosis was a PAI-1 polymorphism.

PAI-1 inhibits fibrinolysis. Increased serum levels have been associated with increased incidence of thrombophilia15  and osteonecrosis,16-19  although reports are not consistent. High levels of PAI-1, induced by corticosteroid treatment,20  or through polymorphisms in PAI-1, lead to suppression of fibrinolysis through inhibition of tissue plasminogen activator and promotion of thrombosis.21  Resulting increased intraosseous venous pressure blocking blood flow to the femoral head may culminate in hypoxic bone death or osteonecrosis.17,19 

The PAI-1 SNP (rs6092) we found associated with osteonecrosis resides in a haplotype containing a 4G/5G repeat promoter insertion/deletion polymorphism.9  The 4G allele has been linked with variation in PAI-1 serum levels,9,22,23  metabolic syndrome, coronary atherosclerosis, myocardial infarction, increased serum triglycerides,24  and also with increased risk of osteonecrosis among renal transplant recipients who received glucocorticoids.25  Our findings confirm an association of PAI-1 germ line variation with osteonecrosis risk in an entirely different clinical setting: children who received glucocorticoids as part of ALL chemotherapy.

We did not confirm our prior finding5  in a St Jude ALL cohort that polymorphisms in VDR and TYMS were associated with osteonecrosis. This discrepancy may be related to technical challenges posed by DNA quality or to differences in chemotherapy between the St Jude and CCG cohorts, in that patients at St Jude received more antimetabolites (particularly methotrexate) than patients on CCG1882. Methotrexate is associated with high plasma homocysteine and folate depletion, both of which have been linked to thrombosis and osteonecrosis.26,27  Thus, it is plausible that lower expression of thymidylate synthetase (a target of methotrexate) associated with the TYMS polymorphism may be more relevant for patients receiving methotrexate-intensive chemotherapy regimens but perhaps not for patients receiving other ALL regimens. As in all of pharmacogenetics, the important target genes will depend on therapy.

Interestingly, the risk of osteonecrosis was higher among whites than other ethnic/racial groups in this study, as well as in the larger CCG1882 cohort and in another group ALL cohort, with incidence in the larger CCG1882 cohort being approximately 2.5-fold more common in whites than nonwhites.4,5  Although the number of nonwhites in our cohort available for genotyping was relatively small and therefore limits our power, the magnitude of increased osteonecrosis risk associated with the PAI-1 A allele (∼2.8-fold) is similar to the increased frequency of harboring at least one A allele in whites compared with nonwhites (∼2.4-fold), suggesting that racial differences in germline genomic variations might account for differences in frequency of osteonecrosis among racial/ethnic groups.

Our findings support the hypothesis that inherited variation in PAI-1 contributes to variation in risk of constitutive and drug-induced phenotypes and to the notion that some individuals are more prone to develop serious adverse effects of ALL therapy than others.

The publication costs of this article were defrayed in part by page charge payment. Therefore, and solely to indicate this fact, this article is hereby marked “advertisement” in accordance with 18 USC section 1734.

The authors thank Nancy Anderson, Pam McGill, and Diana Chan for technical and analytical assistance, our clinical and research faculty and staff, and the patients and their families for participating.

This work was supported by National Cancer Institute (NCI) CA51001, CA78224, CA21765, the National Institutes of Health/ National Institute of General Medical Sciences (NIGMS) Pharmacogenetics Research Network and Database (U01 GM61393, U01GM61374; www.pharmgkb.org PS207424) and the Children's Oncology Group Chairman's grants CA98543 and CA98413 from the National Institutes of Health; and American Lebanese Syrian Associated Charities.

National Institutes of Health

Contribution: L.A.M., J.B.N., and M.V.R. conceived and designed the project; H.N.S. and M.D. carried out and interpreted the statistical analyses; D.F. and L.H.H. interpreted the data and were primary authors; all authors contributed to the writing of the paper.

L.A.M., H.N.S., M.D., J.B.N., and M.V.R. are study participants in the Children's Oncology Group.

Conflict-of-interest disclosure: The authors declare no competing financial interests.

Correspondence: Mary V. Relling, Department of Pharmaceutical Sciences, St Jude Children's Research Hospital, 332 N Lauderdale St, Memphis, TN 38105-2794; e-mail: mary.relling@stjude.org.

1
Bostrom
 
BC
Sensel
 
MR
Sather
 
HN
et al. 
Dexamethasone versus prednisone and daily oral versus weekly intravenous mercaptopurine for patients with standard-risk acute lymphoblastic leukemia: a report from the Children's Cancer Group.
Blood
2003
, vol. 
101
 (pg. 
3809
-
3817
)
2
Werner
 
A
Jager
 
M
Schmitz
 
H
Krauspe
 
R
Joint preserving surgery for osteonecrosis and osteochondral defects after chemotherapy in childhood.
Klin Padiatr
2003
, vol. 
215
 (pg. 
332
-
337
)
3
Ojala
 
AE
Paakko
 
E
Lanning
 
FP
Lanning
 
M
Osteonecrosis during the treatment of childhood acute lymphoblastic leukemia: a prospective MRI study.
Med Pediatr Oncol
1999
, vol. 
32
 (pg. 
11
-
17
)
4
Mattano
 
LA
Sather
 
HN
Trigg
 
ME
Nachman
 
JB
Osteonecrosis as a complication of treating acute lymphoblastic leukemia in children: a report from the Children's Cancer Group.
J Clin Oncol
2000
, vol. 
18
 (pg. 
3262
-
3272
)
5
Relling
 
MV
Yang
 
W
Das
 
S
et al. 
Pharmacogenetic risk factors for osteonecrosis of the hip among children with leukemia.
J Clin Oncol
2004
, vol. 
22
 (pg. 
3930
-
3936
)
6
Kishi
 
S
Cheng
 
C
French
 
D
et al. 
Ancestry and pharmacogenetics of antileukemic drug toxicity.
Blood
2007
, vol. 
109
 (pg. 
4151
-
4157
)
7
Kishi
 
S
Yang
 
W
Boureau
 
B
et al. 
Effects of prednisone and genetic polymorphisms on etoposide disposition in children with acute lymphoblastic leukemia.
Blood
2004
, vol. 
103
 (pg. 
67
-
72
)
8
National Center for Biotechnology Information
Single Nucleotide Polymorphism (dbSNP).
Accessed February 2008 
9
Kathiresan
 
S
Gabriel
 
SB
Yang
 
Q
et al. 
Comprehensive survey of common genetic variation at the plasminogen activator inhibitor-1 locus and relations to circulating plasminogen activator inhibitor-1 levels.
Circulation
2005
, vol. 
112
 (pg. 
1728
-
1735
)
10
Iacopetta
 
B
Grieu
 
F
Joseph
 
D
Elsaleh
 
H
A polymorphism in the enhancer region of the thymidylate synthase promoter influences the survival of colorectal cancer patients treated with 5-fluorouracil.
Br J Cancer
2001
, vol. 
85
 (pg. 
827
-
830
)
11
Burger
 
B
Beier
 
R
Zimmermann
 
M
et al. 
Osteonecrosis: a treatment related toxicity in childhood acute lymphoblastic leukemia (ALL). Experiences from trial ALL-BFM 95.
Pediatr Blood Cancer
2005
, vol. 
44
 (pg. 
220
-
225
)
12
Arico
 
M
Boccalatte
 
MF
Silvestri
 
D
et al. 
Osteonecrosis: an emerging complication of intensive chemotherapy for childhood acute lymphoblastic leukemia.
Haematologica
2003
, vol. 
88
 (pg. 
747
-
753
)
13
Mitchell
 
CD
Richards
 
SM
Kinsey
 
SE
et al. 
Benefit of dexamethasone compared with prednisolone for childhood acute lymphoblastic leukaemia: results of the UK Medical Research Council ALL97 randomized trial.
Br J Haematol
2005
, vol. 
129
 (pg. 
734
-
745
)
14
Strauss
 
AJ
Su
 
JT
Dalton
 
VM
et al. 
Bony morbidity in children treated for acute lymphoblastic leukemia.
J Clin Oncol
2001
, vol. 
19
 (pg. 
3066
-
3072
)
15
Juhan-Vague
 
I
Valadier
 
J
Alessi
 
MC
et al. 
Deficient t-PA release and elevated PA inhibitor levels in patients with spontaneous or recurrent deep venous thrombosis.
Thromb Haemost
1987
, vol. 
57
 (pg. 
67
-
72
)
16
Glueck
 
CJ
Glueck
 
HI
Mieczkowski
 
L
et al. 
Familial high plasminogen activator inhibitor with hypofibrinolysis, a new pathophysiologic cause of osteonecrosis?
Thromb Haemost
1993
, vol. 
69
 (pg. 
460
-
465
)
17
Glueck
 
CJ
Fontaine
 
RN
Gruppo
 
R
et al. 
The plasminogen activator inhibitor-1 gene, hypofibrinolysis, and osteonecrosis.
Clin Orthop
1999
, vol. 
366
 (pg. 
133
-
146
)
18
Asano
 
T
Takahashi
 
KA
Fujioka
 
M
et al. 
Relationship between postrenal transplant osteonecrosis of the femoral head and gene polymorphisms related to the coagulation and fibrinolytic systems in Japanese subjects.
Transplantation
2004
, vol. 
77
 (pg. 
220
-
225
)
19
Van Veldhuizen
 
PJ
Neff
 
J
Murphey
 
MD
Bodensteiner
 
D
Skikne
 
BS
Decreased fibrinolytic potential in patients with idiopathic avascular necrosis and transient osteoporosis of the hip.
Am J Hematol
1993
, vol. 
44
 (pg. 
243
-
248
)
20
Halleux
 
CM
Declerck
 
PJ
Tran
 
SL
Detry
 
R
Brichard
 
SM
Hormonal control of plasminogen activator inhibitor-1 gene expression and production in human adipose tissue: stimulation by glucocorticoids and inhibition by catecholamines.
J Clin Endocrinol Metab
1999
, vol. 
84
 (pg. 
4097
-
4105
)
21
Sprengers
 
ED
Kluft
 
C
Plasminogen activator inhibitors.
Blood
1987
, vol. 
69
 (pg. 
381
-
387
)
22
Dawson
 
SJ
Wiman
 
B
Hamsten
 
A
et al. 
The two allele sequences of a common polymorphism in the promoter of the plasminogen activator inhibitor-1 (PAI-1) gene respond differently to interleukin-1 in HepG2 cells.
J Biol Chem
1993
, vol. 
268
 (pg. 
10739
-
10745
)
23
Festa
 
A
D'Agostino
 
R
Rich
 
SS
et al. 
Promoter (4G/5G) plasminogen activator inhibitor-1 genotype and plasminogen activator inhibitor-1 levels in blacks, Hispanics, and non-Hispanic whites: the Insulin Resistance Atherosclerosis Study.
Circulation
2003
, vol. 
107
 (pg. 
2422
-
2427
)
24
Eriksson
 
P
Kallin
 
B
van't Hooft
 
FM
Bavenholm
 
P
Hamsten
 
A
Allele-specific increase in basal transcription of the plasminogen-activator inhibitor 1 gene is associated with myocardial infarction.
Proc Natl Acad Sci U S A
1995
, vol. 
92
 (pg. 
1851
-
1855
)
25
Ferrari
 
P
Schroeder
 
V
Anderson
 
S
et al. 
Association of plasminogen activator inhibitor-1 genotype with avascular osteonecrosis in steroid-treated renal allograft recipients.
Transplantation
2002
, vol. 
74
 (pg. 
1147
-
1152
)
26
den
 
HM
Lewington
 
S
Clarke
 
R
Homocysteine, MTHFR and risk of venous thrombosis: a meta-analysis of published epidemiological studies.
J Thromb Haemost
2005
, vol. 
3
 (pg. 
292
-
299
)
27
Kishi
 
S
Griener
 
JC
Cheng
 
C
et al. 
Homocysteine, pharmacogenetics, and neurotoxicity in children with leukemia.
J Clin Oncol
2003
, vol. 
21
 (pg. 
3084
-
3091
)
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