Abstract
How to select optimal cord blood (CB) remains an important clinical question. We developed and validated an index of CB engraftment, the cord blood index (CBI), which uses three weighted variables representing cell doses and HLA mismatches. We modeled the neutrophil engraftment time with competing events by random survival forests for competing risks as a function of the predictors: total nucleated cells, CD34, colony-forming units for granulocytes/macrophages, and the number of HLA mismatches at the antigen and allele levels. The CBI defined three groups that had different neutrophil engraftment rates at day 30 (High, 83.7% [95% CI, 79.2–88.1%]; Intermediate, 77.0% [95% CI, 73.7–80.2%]; Low, 68.4% [95% CI, 63.6–73.2%]), platelet engraftment rates at day 60 (High, 70.4% [95% CI, 64.9–75.9%]; Intermediate, 62.3% [95% CI, 58.5–66.0%]; Low, 49.3% [95% CI, 44.2–54.5%]), and non-relapse mortality at day 100 (High, 14.1% [95% CI, 9.9–18.3%]; Intermediate, 16.4% [95% CI, 13.5–19.3%]; Low, 21.3% [95% CI, 17.1–25.5%]). This novel approach is clinically beneficial and can be adopted immediately because it uses easily obtained pre-freeze data of CB.
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References
Ballen KK, Gluckman E, Broxmeyer HE. Umbilical cord blood transplantation: the first 25 years and beyond. Blood. 2013;122:491–8.
Milano F, Gooley T, Wood B, Woolfrey A, Flowers ME, Doney K, et al. Cord-blood transplantation in patients with minimal residual disease. N Engl J Med. 2016;375:944–53.
Konuma T, Kanda J, Inamoto Y, Hayashi H, Kobayashi S, Uchida N, et al. Improvement of early mortality in single-unit cord blood transplantation for Japanese adults from 1998 to 2017. Am J Hematol. 2020;95:343–53.
Barker JN, Byam C, Scaradavou A. How I treat: the selection and acquisition of unrelated cord blood grafts. Blood. 2011;117:2332–9.
Hough R, Danby R, Russell N, Marks D, Veys P, Shaw B, et al. Recommendations for a standard UK approach to incorporating umbilical cord blood into clinical transplantation practice: an update on cord blood unit selection, donor selection algorithms and conditioning protocols. Br J Haematol. 2016;172:360–70.
Barker JN, Kurtzberg J, Ballen K, Boo M, Brunstein C, Cutler C, et al. Optimal practices in unrelated donor cord blood transplantation for hematologic malignancies. Biol Blood Marrow Transpl. 2017;23:882–96.
Dehn J, Spellman S, Hurley CK, Shaw BE, Barker JN, Burns LJ, et al. Selection of unrelated donors and cord blood units for hematopoietic cell transplantation: guidelines from the NMDP/CIBMTR. Blood. 2019;134:924–34.
Ruggeri A. Optimizing cord blood selection. Hematol Am Soc Hematol Educ Program. 2019;1:522–31.
Politikos I, Davis E, Nhaissi M, Wagner JE, Brunstein CG, Cohen S, et al. Guidelines for cord blood unit selection. Biol Blood Marrow Transpl. 2020;26:2190–6.
Cohen YC, Scaradavou A, Stevens CE, Rubinstein P, Gluckman E, Rocha V, et al. Factors affecting mortality following myeloablative cord blood transplantation in adults: a pooled analysis of three international registries. Bone Marrow Transpl. 2011;46:70–6.
Rocha V, Gluckman E. Improving outcomes of cord blood transplantation: HLA matching, cell dose and other graft- and transplantation-related factors. Br J Haematol. 2009;147:262–74.
Scaradavou A, Brunstein CG, Eapen M, Le-Rademacher J, Barker JN, Chao N, et al. Double unit grafts successfully extend the application of umbilical cord blood transplantation in adults with acute leukemia. Blood. 2013;121:752–8.
Wagner JE, Eapen M, Carter S, Wang Y, Schultz KR, Wall DA, et al. One-unit versus two-unit cord-blood transplantation for hematologic cancers. N Engl J Med. 2014;371:1685–94.
Wagner JE, Barker JN, DeFor TE, Baker KS, Blazar BR, Eide C, et al. Transplantation of unrelated donor umbilical cord blood in 102 patients with malignant and nonmalignant diseases: influence of CD34 cell dose and HLA disparity on treatment-related mortality and survival. Blood. 2002;100:1611–8.
Konuma T, Kato S, Oiwa-Monna M, Tanoue S, Ogawa M, Isobe M, et al. Cryopreserved CD34+ cell dose, but not total nucleated cell dose, influences hematopoietic recovery and extensive chronic graft-versus-host disease after single-unit cord blood transplantation in adult patients. Biol Blood Marrow Transpl. 2017;23:1142–50.
Migliaccio AR, Adamson JW, Stevens CE, Dobrila NL, Carrier CM, Rubinstein P. Cell dose and speed of engraftment in placental/umbilical cord blood transplantation: graft progenitor cell content is a better predictor than nucleated cell quantity. Blood. 2000;96:2717–22.
Page KM, Zhang L, Mendizabal A, Wease S, Carter S, Gentry T, et al. Total colony-forming units are a strong, independent predictor of neutrophil and platelet engraftment after unrelated umbilical cord blood transplantation: a single-center analysis of 435 cord blood transplants. Biol Blood Marrow Transpl. 2011;17:1362–74.
Broxmeyer HE. Predicting the quality of transplantable cord blood collections through prefreeze and postthaw Apgar scoring. Transfusion. 2012;52:219–21.
Page KM, Zhang L, Mendizabal A, Wease S, Carter S, Shoulars K, et al. The Cord Blood Apgar: a novel scoring system to optimize selection of banked cord blood grafts for transplantation. Transfusion. 2012;52:272–83.
Eapen M, Klein JP, Sanz GF, Spellman S, Ruggeri A, Anasetti C, et al. Impact of donor-recipient HLA-matching at HLA-A, -B, -C, and –DRB1 on outcomes after umbilical cord blood transplantation for leukemia and myelodysplastic syndrome: a retrospective analysis. Lancet Oncol. 2011;12:1214–21.
Eapen M, Klein JP, Ruggeri A, Spellman S, Lee SJ, Anasetti C, et al. Impact of allele-level HLA matching on outcomes after myeloablative single unit umbilical cord blood transplantation for hematologic malignancy. Blood. 2014;123:133–40.
Eapen M, Wang T, Veys PA, Boelens JJ, St Martin A, Spellman S, et al. Allele-level HLA matching for umbilical cord blood transplantation for non-malignant diseases in children: a retrospective analysis. Lancet Haematol. 2017;4:e325–33.
Gluckman E. Role of HLA matching in single umbilical cord blood transplantation outcomes. Biol Blood Marrow Transpl. 2020;26:e53–4.
Kanda J, Kawase T, Tanaka H, Kojima H, Morishima Y, Uchida N, et al. Effects of haplotype matching on outcomes after adult single-cord blood transplantation. Biol Blood Marrow Transpl. 2020;26:509–18.
Yokoyama H, Morishima Y, Fuji S, Uchida N, Takahashi S, Onizuka M, et al. Impact of HLA mismatch at HLA-A, -B, -C, and –DRB1 in single cord blood transplantation. Biol Blood Marrow Transpl. 2020;26:519–28.
Ishwaran H, Gerds TA, Kogalur UB, Moore RD, Gange SJ, Lau BM. Random survival forests for competing risks. Biostatistics. 2014;15:757–73.
Breiman L. Random forests. Mach Learn. 2001;45:5–32.
Fine JP, Gray RJ. A proportional hazards model for the subdistribution of a competing risk. J Am Stat Assoc. 1999;94:496–509.
Sobol U, Go A, Kliethermes S, Bufalino S, Rodriguez T, Smith S, et al. A prospective investigation of cell dose in single-unit umbilical cord blood transplantation for adults with high-risk hematologic malignancies. Bone Marrow Transpl. 2015;50:1519–25.
Gray RJ. A class of K-sample tests for comparing the cumulative incidence of a competing risk. Ann Stat. 1988;16:1141–54.
Hussein E, DeFor T, Wagner JE, Sumstad D, Brunstein CG, McKenna DH. Evaluation of post-thaw CFU-GM: clinical utility and role in quality assessment of umbilical cord blood in patients receiving single unit transplant. Transfusion. 2020;60:144–54.
Barker JN, Scaradavou A, Stevens CE. Combined effect of total nucleated cell dose and HLA match on transplantation outcome in 1061 cord blood recipients with hematologic malignancies. Blood. 2010;115:1843–9.
Castillo N, Garcia-Cadenas I, Barba P, Martino R, Azqueta C, Ferra C, et al. Post-thaw viable CD45+ cells and clonogenic efficiency are associated with better engraftment and outcomes after single cord blood transplantation in adult patients with malignant diseases. Biol Blood Marrow Transpl. 2015;21:2167–72.
Scaradavou A, Smith KM, Hawke R, Schaible A, Abboud M, Kernan NA, et al. Cord blood units with low CD34+ cell viability have a low probability of engraftment after double unit transplantation. Biol Blood Marrow Transpl. 2010;16:500–8.
Ponce DM, Lubin M, Gonzales AM, Byam C, Wells D, Ferrante R, et al. The use of back-up units to enhance the safety of unrelated donor cord blood transplantation. Biol Blood Marrow Transpl. 2012;18:648–51.
Atsuta Y, Kanda J, Takanashi M, Morishima Y, Taniguchi S, Takahashi S, et al. Different effects of HLA disparity on transplant outcomes after single-unit cord blood transplantation between pediatric and adult patients with leukemia. Haematologica. 2013;98:814–22.
Yanada M, Konuma T, Kuwatsuka Y, Kondo T, Kawata T, Takahashi S, et al. Unit selection for umbilical cord blood transplantation for adults with acute myeloid leukemia in complete remission: a Japanese experience. Bone Marrow Transpl. 2019;54:1789–98.
Kanda J, Hayashi H, Ruggeri A, Kimura F, Volt F, Takahashi S, et al. Prognostic factors for adult single cord blood transplantation among European and Japanese populations: the Eurocord/ALWP-EBMT and JSHCT/JDCHCT collaborative study. Leukemia. 2020;34:128–37.
Acknowledgements
The authors express their sincere thanks to the mothers who donated cord blood and the collection staff of the Japanese Red Cross Kanto-Koshinetsu Cord Blood Bank. We are also grateful to the staff of the Japanese Red Cross Kanto-Koshinetsu Cord Blood Bank for cord blood banking and aiding in hematopoietic stem cell transplantation.
The Japanese Red Cross Kanto-Koshinetsu Cord Blood Bank
Aiiku Hospital, Aiwa Hospital, Ebina General Hospital, Hayashida Ladies Clinic, Ikeshita Ladies Child Clinic, Ikeshita Ladies Clinic Musashino, Ikeshita Ladies Clinic Shinonome, Isehara Kyodo Hospital, Japanese Red Cross Katsushika Maternity Hospital, Japanese Red Cross Medical Center, Japanese Red Cross Musashino Hospital, Kaneko Ladies Clinic, Kanto Rosai Hospital, KKR Tohoku Kosai Hospital, Saiseikai Yokohama-shi Nanbu Hospital, Sendai Medical Center, Shonan Fujisawa Tokushukai Hospital, Shonan Kugenuma Clinic, Showa University Fujigaoka Hospital, St. Luke’s International Hospital, Tokyo Adventist Hospital, Tokyo Women’s Medical University Yachiyo Medical Center, Yahata Women’s Clinic, Yamaguchi Women’s Hospital, Yokohama City University Medical Center, and Yokohama Minami Kyousai Hospital.
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GK, FI, T Konuma, and ST were responsible for data analysis and interpretation, and wrote the manuscript. YA, AO, MM, KK, FA, and MI were responsible for the collection and assembly of data. KI, T Kobayashi, KO, FN, KH, SM, HM, NN, HT, and TN were responsible for the conception and design. KM and KN provided financial and administrative support. All authors provided final approval of the manuscript.
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Kondo, G., Ishimaru, F., Konuma, T. et al. Cord blood index predicts engraftment and early non-relapse mortality in adult patients with single-unit cord blood transplantation. Bone Marrow Transplant 56, 2771–2778 (2021). https://doi.org/10.1038/s41409-021-01406-7
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DOI: https://doi.org/10.1038/s41409-021-01406-7
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