Allogeneic HY antibodies detected 3 months after female-to-male HCT predict chronic GVHD and nonrelapse mortality in humans

Allogeneic hematopoietic cell transplantation (allo-HCT) can cure hematologic malignancies, but the allogeneic immune benefit often results in chronic graft-versus-host disease (cGVHD) development, with severe morbidity and mortality.¹  The pathogenesis and optimal treatment of cGVHD remains to be elucidated. cGVHD affects a wide range of organs, and severe cGVHD remarkably impairs a recipient’s quality of life.²  Therefore, more efficient approaches to predict, prevent, and treat cGVHD should be explored.^3,4 

Established risk factors for development of cGVHD include acute GVHD (aGVHD), peripheral blood stem cell transplant, donor and recipient age, and sex mismatch.^3-6  Sex-mismatched transplantation remains a model system for human cGVHD studies involving both biological and clinical analyses. Specifically, hematopoietic cell transplant (HCT) of male recipients with female donors (F→M) has been long-recognized as a significant risk factor for the development of cGVHD.^5-7  The biological explanation is that naïve female-donor lymphocytes recognize several proteins encoded by the Y chromosome of a male recipient, which are called H-Y minor histocompatibility antigens. Our group has previously shown that alloantibodies against H-Y antigens (HY-Abs) were detected in 39 F→M recipients using enzyme-linked immunosorbent assay and that H-Y antigen–specific B cells developed in F→M HCT patients.^8,9 

Clinical manifestations of cGVHD are similar to those observed in connective tissue disease, including scleroderma and sicca syndrome, and autoreactive/alloreactive immune abnormalities have so far been proposed to play a pathogenic role in cGVHD.^10,11  B-cell activating factor has been associated with active cGVHD.¹²  The fibrotic change in cGVHD, especially extensive cGVHD, was also associated with the production of autoantibodies against platelet-derived growth factor receptor.¹³  Rituximab, which depletes B cells in vivo, was reported to have a preventive and curative potential for GVHD.^14-16  However, the optimal strategy for B-cell depletion has yet to be investigated. To optimize B-cell depletion, an effective immunologic guide to identifying patients most at risk for developing cGVHD is needed. HY-Abs may be a candidate for these necessary immunologic tools.

Our prior studies have demonstrated that HY-Abs were detected in F→M HCT patients,^8,9  but the temporal association between HY-Ab development and cGVHD has yet to be established. In addition, prior studies were limited by antibody detection technologies and by measurement of HY-Abs in blood samples collected ≥9 months after HCT.⁸  Therefore, it remains unclear whether HY-Ab develops before cGVHD or as a consequence of cGVHD. In this study, HY-Abs in F→M HCT patients were prospectively monitored using our novel protein microarrays¹⁷  and then related to cGVHD development and other clinical outcomes.

We studied 136 adult F→M HCT patients who underwent allo-HCT between 2005 and 2012, who survived without relapse for at least 3 months post-HCT, and who had a minimum follow-up period of 1 year. Their plasma samples were prospectively collected at 2, 3, 6, and 9 months and at 1, 1.5, 2, 2.5, and 3 years post-HCT and cryopreserved until use. HY-Abs were measured in a total of 710 samples. In addition, the HY-Abs in F→M HCT patients were compared to those in male recipients with male donors (M→M) at 3 months (n = 60; see supplemental Table 1, available on the Blood Web site) and at 1 year post-HCT (including samples at 9 months post-HCT, n = 50). This study was approved by the Institutional Review Board of Stanford University. All patients gave written informed consent for the cryopreservation and analyses of blood samples in accordance with the Declaration of Helsinki.

A panel of 6 H-Y antigens was tested in our proteomic micrroarray¹⁷ : DBY (DEAD box 3 peptide, Y-linked, DDX3Y); UTY (ubiquitously transcribed tetratricopeptide repeat–containing, Y-linked); ZFY (zinc finger protein, Y-linked); RPS4Y (ribosomal protein S4, Y-linked); EIF1AY (eukaryotic translation initiation factor 1A, Y-linked); and SMCY (lysine [K]-specific demethylase 5D, KDM5D). Briefly, our H-Y microarray presented the 6 recombinant H-Y proteins and tested plasma samples diluted at 1:50. Because UTY and SMCY are too large to express efficiently, they were divided into 3 (UTY_1-3) and 6 (SMCY_a-f) overlapping fragments and assessed separately. Mean fluorescence intensity (MFI) of each spot was obtained. The threshold of each HY-Ab seropositivity was determined from 60 healthy men, and the positive cutoff was defined as the third quartile plus 2 times the interquartile range (Q3 + 2[IQR]). The relative HY-Ab quantification is a factor of each HY-Ab seropositivity threshold. Microarray data are available from the Dryad Digital Repository, doi:10.5061/dryad.bm714.

The details of category definitions and statistical analyses are shown in supplemental Methods. Briefly, the 6 HY-Abs were evaluated as principal components, and the HY score was defined as the sum total of HY-Ab seropositivity. Regarding UTY and SMCY, those samples that were reactive with any one of the UTY_1-3 or SMCY_a-f fragments were scored as positive for UTY or SMCY, respectively. The HY score indicates recognition of 0 to 6 HY-Abs.

The cumulative incidence rates of events were estimated by the Gray method, and overall survival (OS) rates from HCT were derived by the Kaplan-Meier method with 95% confidence intervals (CI). In a multivariate analysis, the Cox proportional hazard model or the Fine and Gray method was used. A 2-tailed P value <.05 was considered significant. Receiver operating characteristic (ROC) curves were estimated, and areas under the curve (AUCs) were compared for cGVHD predictive potential based on HY score alone, clinical factors alone,^5,6  and the combination of both. All analyses and data management were performed using Stata v.12.0 (StataCorp, College Station, TX); R v.3.0.1 (R Foundation, Austria); and EZR¹⁸  (Saitama Medical Center, Jichi Medical University, available at www.jichi.ac.jp/saitama-sct/SaitamaHP.files/statmedEN.html).

Patient characteristics are shown in Table 1. The median patient age was 53 years (range: 21-74 years). Of the 136 recipients, 128 (94%) received a peripheral blood stem cell transplant and 112 (83%) had donors that were HLA matched (related donor in 81 [60%], unrelated donor in 31 [23%]). More than half (53%) received reduced-intensity conditioning, with most receiving total lymphoid irradiation with ATG. Grade 2 aGVHD developed in 23 patients (17%), and grade 3 or 4 developed in 8 patients (6%).

HY-Abs were measured using the H-Y protein microarray technology as previously described,¹⁷  and antibodies against each H-Y antigen were reported as a factor of HY-Ab seropositivity called the relative HY-Ab quantification. The temporal development and relative change of each HY-Ab quantification after F→M HCT is shown in Figure 1A. In general, although a few HY-Abs were detected at 2 months post-HCT, the majority of HY-Abs were first detected at 3 months post-HCT. Notably, only DBY-immunoglobulin (Ig)G and UTY-IgG prevalence increased beyond 1 year post-HCT (Figure 1B). The persistence of each HY-Ab was quantified as the average of the relative HY-Ab quantification measured at ≥3 months for all available samples. The average throughout 3 years post-HCT was greater at 3 months in patients testing HY-Ab seropositive than in those testing HY-Ab seronegative (P < .001 in each HY-Ab; supplemental Figure 1), thereby confirming the persistence of HY-Abs detected at 3 months. Furthermore, the detection of multiple HY-Abs at 3 months was significantly associated with higher overall relative HY-Ab quantifications (P < .001; Figure 2A). In summary, persistent and multiple HY-Abs were first detected at 3 months after F→M HCT.

All HY-Abs except for RPS4Y-IgG were detected with a significantly higher frequency in F→M patients relative to M→M patients (P < .01 in each; Table 2). The HY-Abs most frequently detected in F→M patients at 3 months post-HCT were UTY (33%) and SMCY (37%) (Table 2). Although ZFY (15%) and DBY (19%) were less frequent, their detection was linked with detection of multiple HY-Abs (Figure 2B), suggesting a driver role for these 2 antigens in broad allogeneic antibody development. As expected, detection of multiple HY-Abs at 3 months was more frequently observed in F→M patients (35%) compared with M→M patients (10%; P < .001; Table2). Higher prevalence of HY-Abs in F→M HCT patients was also observed at 1 year post-HCT (Table2). In addition, relative HY-Ab quantifications in F→M HCT exceeded those in M→M HCT patients (supplemental Figure 2). We conclude that the HY-Ab seropositivity threshold based on nonparametric summaries (ie, Q3 + 2[IQR]) for each HY-Ab MFI provides increased sensitivity for persistent and prevalent alloimmune responses. In summary, 78 (57%) of the 136 F→M HCT patients tested seropositive for at least 1 of the 6 H-Y antigens at 3 months post-HCT, and 70% of HY-Ab–seropositive patients were detected at 3 months. In effort to maximize lead time for cGVHD prediction, the subsequent analysis explores the significance of clinically important 3-month allogeneic antibody detection.

There were no positive associations between pretransplant clinical factors and overall 3-month HY-Ab development (Table 1). However, F→M HCT patients who developed grade 2 to 4 aGVHD were less likely to have HY-Abs detected at 3 months post-HCT (Table 1). Of the 31 patients with severe aGVHD, only 12 (39%) had 3-month HY-Abs detected, but 12 more subsequently seroconverted, providing an overall HY-Ab prevalence of 78%. Considering each H-Y antigen individually, only recipient CMV seropositivity was associated with UTY- or ZFY-IgG detection (P = .03 and P < .01, respectively; supplemental Table 2). In summary, HY-Ab development was not associated with pre-HCT clinical features.

The detection of HY-Abs at 3 months was significantly related to clinical outcomes. Of the 136 patients, 83 (61%) experienced cGVHD, and their 1-year cGVHD cumulative incidence was 51% (95% CI: 42-59). Considering each HY-Ab separately, relative HY-Ab quantification was higher in cGVHD patients. F→M patients who tested seropositive were more likely to develop cGVHD, and their cumulative 1-year cGVHD incidence ranged from 70% to 80% (Figure 3; supplemental Table 3). Multivariate analysis demonstrated that all individual HY-Abs (except RPS4Y-IgG) detected at 3 months showed significant association with cGVHD (Table 3). Of the 6 HY-Abs, the greatest HR was observed with ZFY-IgG (HR: 3.62, P < .001) and DBY-IgG detection (HR: 3.03, P < .001).

The overall NRM was 11% (95% CI: 6-18) at 3 years post-HCT. Similar to cGVHD, all individual HY-Abs detected at 3 months were associated with an increased risk for NRM (Table 3). The greatest NRM HRs were observed with DBY-IgG (HR: 7.28, P < .01) and UTY-IgG (HR: 6.93, P < .01). Regarding relapse and OS, patients with UTY-IgG tended to have lower relapse risk (HR: 0.47, P = .06), and those with DBY-IgG tended to have an inferior (although not significant) survival risk (HR: 1.97, P = .06; Table 3).

cGVHD organ involvement at diagnosis was associated with antigen-specific 3-month HY-Abs by least absolute shrinkage and selection operator (LASSO) analysis (supplemental Figure 3) within the current F→M HCT patients. For example, DBY-IgG demonstrated reproducible associations with skin, liver, and gastrointestinal involvement in replicated bootstrap analysis. Likewise, ZFY-IgG and UTY-IgG individually were associated with oral pharyngeal and liver involvement; EIF1AY-IgG was associated with skin, oral pharyngeal, ocular, and liver involvements. A different analysis to identify organ-specific HY-Ab alloimmunity compared the prevalence of organ involvements in 3-month HY-Ab–positive F→M patients to that in seronegative M→M patients (supplemental Table 4) and demonstrated the similar cGVHD organ-specific HY-Ab associations described above. These concordant results suggest that H-Y antigens may have organ-specific immunogenicity in certain cGVHD involvements. However, these results require independent validation.

We hypothesized that antibody detection of multiple H-Y antigens indicates stronger allogeneic immunity and would predict greater clinical impact. The HY score is the sum of 0 to 6 HY-Abs detected at 3 months post-HCT. As with individual HY-Abs, the HY score was also not associated with pretransplant clinical factors except CMV serostatus. CMV-seropositive patients tended to have a higher HY score at 3 months post-HCT (HY score of 4-6 in 18 [23%] of 78 CMV-positive patients and in 4 [7%] of 58 CMV-negative patients; P = .018). In addition, patients who experienced CMV reactivation also had a higher HY score of 4 to 6 (P = .033).

Patients with a higher 3-month HY score developed cGVHD more frequently. The 1-year cGVHD cumulative incidence was 82% (95% CI: 56-93) for an HY score of 4 to 6; 62% (95% CI: 39-79) for an HY score of 2 to 3; 39% (95% CI: 22-56) for an HY score of 1; and 40% (95% CI: 27-53) for an HY score of 0 (P < .001; Figure 4A). The cGVHD incidence of HY-Ab–seronegative patients (HY score of 0) was not significantly different from that of M→M patients (35% at 1 year; P = .87). In multivariate analysis, a higher 3-month HY score was significantly associated with an increased risk of cGVHD development (HR: 1.37, P < .0001; Table 4).

NRM rates were also increased in patients with a higher 3-month HY score. Although the NRM difference was borderline significant in the univariate analysis (Figure 4B), the multivariate analysis showed that a high HY score was associated with an increased risk of NRM (HR: 1.66, P = .0043; Table 4). These associations between 3-month HY score and cGVHD/NRM did not change after additionally adjusting for other possible factors such as conditioning intensity and ABO mismatch.¹⁹ 

When we considered the HY score stratified into 4 groups, there was no significant difference in relapse (Figure 4C; Table 4) or OS (Figure 4D; Table 4). However, when we compared OS between 2 groups of HY scores (≥4 vs ≤3), an HY score of 4 to 6 was significantly associated with inferior survival (HR: 2.09, P = .047). Furthermore, when we analyzed those who survived beyond day 180 (excluding early relapse), 3-month HY score was significantly associated with reduced risk of subsequent relapse after 6 months (HR: 0.76, P = .043), consistent with our prior publication.⁸ 

In summary, HY score quantifies development of allogeneic antibodies against multiple H-Y antigens after F→M HCT and strongly associates with cGVHD and NRM.

Considering cGVHD severity at diagnosis, F→M patients with a high 3-month HY score developed a higher grade of cGVHD (P < .001; Figure 5A). Of the 22 patients with an HY score of ≤4, 23% developed severe cGVHD, 46% developed moderate, 27% developed mild, and only 1 patient (5%) never developed cGVHD as scored by National Institutes of Health consensus criteria.²⁰  In contrast, of the 58 patients with an HY score of 0, only 6 patients (10%) developed severe cGVHD, and more than half never developed cGVHD.

We compared the cGVHD predictive potential for 3-month HY score alone, clinical factors alone, and the combination of both by ROC curve analysis. The AUCs of 3-month HY score and clinical factors alone were 0.67 and 0.69, respectively. But ROC curve analysis combining HY score with clinical factors increased the AUC to 0.81 (P < .01 in each comparison with the combination; Figure 5B). When we focused on HY-Abs and only pretransplant factors, excluding aGVHD from clinical factors, the predictive value was preserved in our cohort (AUC: 0.81). This lack of aGVHD impact may be due to our overall low aGVHD incidence.

In 61 of 83 cGVHD patients (74%), HY-Abs were detected before cGVHD diagnosis. In those 58 F→M HCT patients who tested HY-Ab negative at 3 months, the subsequent detection of HY-Abs and high relative HY-Ab quantification at ≥6 months was also associated with cGVHD development. We assessed the impact of HY score at 6 and 9 months post-HCT in relation to concurrent or subsequent cGVHD development among 6-month and 9-month cGVHD-free survivors, respectively. In multivariate analyses, the HY score at either 6 or 9 months was associated with an increased risk for subsequent cGVHD development (6 months [n = 79] HR: 1.62 (95% CI: 1.20-2.19), P = .0016; 9 months [n = 49] HR: 2.96 (95% CI: 1.04-8.42), P = .042). These increasing HRs of cGVHD development when measured closer to cGVHD onset also support our hypothesis that alloreactive antibodies play a pathogenic role in cGVHD development.

We have established HY-Ab development in F→M HCT patients as a robust allogeneic immune assay with important clinical consequences. This study shows that 3-month HY-Ab detection stratifies risk of F→M HCT patients for overall cGVHD incidence, severity, and closely related NRM. Considering the frequent adverse effects of long-term corticosteroid therapy, a risk-adapted strategy is desired for the prevention of cGVHD development. We believe that the detection of HY-Abs 3 months before cGVHD development may provide a chance for intervention in future prospective clinical trials.

Our prior work at the Dana-Farber Cancer Institute in 2005 demonstrated that HY-Abs developed in F→M HCT patients,⁸  but the temporal association of HY-Ab and cGVHD development remained to be elucidated because the studies were limited to the measurement of blood samples collected ≥9 months after HCT. To investigate the biology of human allogeneic HCT, we have established a clinically well-characterized research sample repository since 2005 at Stanford University, and ∼1000 HCT patients have been prospectively collected thus far. Using this Stanford repository, we validated the association of HY-Ab and cGVHD development in an independent cohort by studying 136 F→M HCT patients with plasma prospectively collected, with a 1-year minimum clinical follow-up. In this study, using our H-Y microarray measurement platform in a blinded manner,¹⁷  we show that multiple and frequent HY-Abs were first detected at 3 months post-HCT, with very few detected at 2 months post-HCT. In general, IgG may not return to normal for 3 to 12 months,^21,22  and hypogammaglobulinemia is reported to occur at a median of 56 days post-HCT.²³  Humoral reconstitution post-HCT might require ≥3 months, although the true reason is unclear. It would be worthy to investigate and verify HY-Ab–specific B-cell development in the context of total B-cell reconstitution after various conditioning methods of allo-HCT to validate the results from this Stanford study. Of the 136 F→M patients, 57% had at least 1 of 6 HY-Abs at 3 months post-HCT, and the frequency of HY-Ab detection, especially multiple detections, was significantly higher in F→M patients than in M→M patients, which is consistent with our previous report.⁸  These are allogeneic antibody responses because they are elicited by sex-mismatch HCT and preferentially recognize H-Y protein and not their H-X homologs as shown in our previous study.⁸  In general, HY-Abs tended to persist after they developed. Nonetheless, our investigation identified a group who had HY-Abs disappear after detection at 3 months but often recurred later, and not surprisingly, many of these patients received rituximab as a treatment of cGVHD. Therapeutic rituximab decreases both allo-reactive B cells and HY-Abs, but they may recur 12 to 15 months after administration.²⁴  We believe that this phenomenon should be addressed in prospective rituximab trials. Somewhat paradoxically, patients who experienced severe aGVHD were less likely to develop HY-Abs at 3 months, although they were shown to subsequently develop HY-Abs ≥6 months post-HCT. Of note, 28 of 31 patients with grade 3/4 aGVHD were still on steroid therapy at 3 months, and there was a significant inverse relation between the detection of HY-Abs at 3 months and steroid therapy (P = .011). It is possible that the low 3-month HY-Ab detection rate in aGVHD patients is due to the humoral immune suppressive effect of corticosteroids, which is then removed with subsequent steroid withdrawal. CMV seropositivity or reactivation, however, was associated with a high HY score. One possible explanation is that immune reconstitution against CMV might stimulate or enhance alloreactive immunity. Viral infections can induce HLA class II on nonhematopoietic tissues, making them targets for alloreactive CD4⁺ T cells that may elicit aGVHD.²⁵  Similarly, CMV inflammation via alloreactive CD4⁺ T cells may augment H-Y humoral immunity indirectly, although the mediators remain to be determined.

This study of 136 F→M HCT shows 3-month HY-Ab detection has 3 clinical implications. First, each HY-Ab is additive for cGVHD prediction, and multiple H-Y alloimmunity quantified by HY score stratifies risk of cGVHD development as a predictive biomarker. Indeed, our 3-month HY score demonstrated excellent predictive potential for cGVHD development in combination with clinical factors. We could further identify patients at risk for cGVHD by considering clinical factors among patients with a low HY score, whereas the 3-month HY score alone could stratify those at high-risk for cGVHD. Furthermore, the HY score might also play a role as a diagnostic biomarker for cGVHD severity, because a higher HY score was also associated with cGVHD severity, indicating stronger alloimmunity. Our binomial analysis for each HY-Ab was determined based on a nonparametric description (Q3 + 2[IQR]) from 60 healthy men because there is no gold standard for HY-Ab–seropositive threshold. This analysis provided sensitive HY-Ab detection and relation to clinical outcomes. Because our MFI data will be uploaded on the online repository (Dryad), a further suitable decision rule for seropositive cutoff may be developed from other readers.

Second, individual allogeneic responses to H-Y antigens may play a role as a diagnostic biomarker for specific organ involvement of cGVHD. A possible explanation for the specificity would be the relative difference of H-Y protein expression among these cGVHD-involved tissues. Another ongoing study has collected skin biopsy samples from cGVHD patients, and will investigate the difference in gene expression of H-Y proteins between patients with cGVHD and normal subjects. Alternatively, H-Y antigen immunogenicity may vary by tissues depending on T-cell homing and antigen presentation cell frequencies. T cells responding to DBY peptides were CD4⁺-restricted T cells, and these CD4⁺ helper T cells are thought to promote IgG production by activated B cells in germinal centers. ²⁶  Ubiquitous expression and efficient HLA presentation of H-Y antigens in involved organs may drive B-cell response, with high resultant HY-Abs. It would be worthwhile to assess the relationship between HLA-restricted T-cell response and HY-Ab development.

Third, testing 3-month HY score also stratifies F→M HCT patients for NRM. Patients who had an HY score of 4 to 6 were at high risk for NRM (HR: 20.0) in comparison with those having an HY score of 0 in our cohort. This high incidence of NRM in patients with an HY score of 4 to 6 would result in inferior OS compared with patients with an HY score of ≤3. This prognostic potential of 3-month HY-Abs should be validated in a multicenter observational study. After qualification, the HY score may be applied to a risk-adapted strategy as a predictive and prognostic biomarker for cGVHD. High-risk patients would be the best candidates for a trial of preemptive cGVHD prevention using novel B-cell interventions beginning at 3 months post-HCT. On the other hand, 3-month HY score was significantly associated with a subsequent relapse incidence among 6-month disease-free survivors but not relapse occurring before 6 months. Therefore, survival ≥6 months may be required for effective graft-versus-tumor benefit to develop through H-Y immunity.

In total, the increasing HY-Ab prevalence detected in advance of cGVHD development supports a pathogenic role of alloreactive B cells in human cGVHD, as has been reported in animal models.^27,28  Murine alloantibody deposition is observed in cGVHD-involved organs, and allo-HCT in mice that cannot produce IgG demonstrates reduced cGVHD incidence.²⁷  Our human study is unable to provide cGVHD pathogenicity of HY-Abs. However, HY-Ab detection preceded cGVHD diagnosis in 74% of cGVHD patients. Considering an opsonic effect of immunoglobulins, we hypothesize that HY-Abs may enhance inflammation and deteriorate tissue damages, eventually leading to cGVHD development. The correlative biological analysis of HY-Abs supports the allogeneic B-cell pathogenic role in independent prospective trials for cGVHD prophylaxis and treatment.^9,24,29,30  HY-Abs would serve as a prognostic biomarker for cGVHD and an immunologic indicator.

Our study has several limitations. First, in this cohort, half of our patients received ATG, which contributes to lower incidence of severe aGVHD and NMR.^31,32  A pathogenic B-cell role in cGVHD might have become apparent under the unique T-cell suppressive circumstance by ATG. However, it is relevant that ATG usage did not associate with HY-Ab development. Second, the clinical utility of HY-Ab testing is limited to male patients with female donors (F→M HCT). F→M HCT usually accounts for only 25% of patients undergoing allo-HCT, but in general, F→M HCT is an established independent risk factor for cGVHD.^5-7  Furthermore, HY-Abs would play a role not only as a biomarker but also as a direct assessment of alloimmunity. Investigating HY-Abs in F→M HCT is an important model of humoral alloimmunity.³³  This study is the first to comprehensively address the tempo of HY-Ab development. Now, B-cell–targeted drugs including rituximab, ofatumumab, and ibrutinib are currently being tested for cGVHD efficacy. HY-Abs may be evaluated as a predictive biomarker in these ongoing clinical trials, and anti–B-cell therapeutic depletion would be related to cGVHD clinical response, providing additional support for allogeneic B cells in cGVHD development.

In summary, HY-Abs were detected in F→M HCT patients prior to cGVHD development, and detection of multiple HY-Abs at 3 months after F→M HCT significantly predicted cGVHD and NRM. Monitoring HY-Ab development stratifies cGVHD risk in F→M patients and, thus, HY-Abs represent a promising cGVHD biomarker. Furthermore, this study would suggest a pathogenic role of alloreactive B-cell response and may support B-cell depletion therapy beginning at 3 months post-HCT to prevent cGVHD development.

The authors thank the patients who participated in this study for giving their precious samples, and the BMT nurses, patient coordinators, and staff at Stanford University Medical Center who made this work possible.

This work was supported by National Institutes of Health National Heart, Lung, and Blood Institute grant R21 HL084318, National Institutes of Health National Cancer Institute grant P01 CA049605, and Stanford University Cancer Institute support grant 1P030CA124435-01 (D.B.M.). H.N. was a recipient of a Japan Herpesvirus Infection Forum Scholarship Award, and D.B.M. was an American Society of Hematology Scholar Award recipient.

Contribution: H.N. designed the study, collected the clinical data, analyzed the data, and wrote the manuscript; L.T. analyzed the data and revised the manuscript; B.S., K.S., S.P., J.P., C.E.R., and R.P. collected the samples and analyzed the data; F.W. and J.C. printed and processed the H-Y microarray method; K.S. and J.M.O. collected the clinical data; T.K. and E.H.W. provided the SMCY protein profiles and revised the manuscript; and D.B.M. designed the project, analyzed the data, wrote the manuscript, and was responsible for the study.

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

Correspondence: David B. Miklos, Division of Blood and Marrow Transplantation, Stanford University School of Medicine, 269 West Campus Dr, CCSR #2205, Stanford, CA 94305; e-mail: dmiklos@stanford.edu.