Abstract 6958: Donor source-dependent B cell receptor repertoire patterns visualized by the pGen-SHM plot reveal differences in adaptive immune reconstitution after hematopoietic stem cell transplantation

Abstract Background A reliable method to monitor adaptive immune reconstitution after allogeneic hematopoietic stem cell transplantation (HSCT) has not been established, leaving many aspects of donor-source-dependent differences in immune reconstitution unclear. Here, we developed a new method, "probability of generation (pGen)-somatic hypermutation (SHM) plot (pGen-SHM plot)", to objectively and visually monitor long-term immune reconstitution after HSCT. Methods We conducted longitudinal B cell receptor (BCR) repertoire analysis on peripheral blood mononuclear cells (PBMCs) from six cord blood transplantation (CBT) (21 samples) and six bone marrow transplantation (BMT) patients (14 samples) from two months to approximately two years post-HSCT. PBMCs from 12 healthy adults were used as controls. pGen value, representing the probability of sequence generation by the recombination process, was calculated using OLGA. SHM rates were determined by nucleotide-level identity to the reference V gene. Maturation of repertoire was visualized by plotting the two-dimensional probability density distribution of pGen and SHM rates using Kernel density estimation, which we termed the pGen-SHM plot. Results After CBT, the proportions of both high pGen (> 1e-15) and low SHM (< 4%) strongly correlated with post-HSCT days (r = -0.86 and r = -0.91, respectively) and gradually approached levels observed in healthy adults. Furthermore, the plot analysis revealed a continuous transition from the pGenhighSHMlow to pGenlowSHMhigh population during the post-CBT period. This finding was validated using publicly available datasets of healthy individuals aged 0 to 15 years, which showed a similar age-related shift. In contrast, the proportions of high pGen (> 1e-15) and low SHM (< 4%) after BMT were already close to healthy adult levels by Day 67 and showed little change over two years. Remarkably, the plot analysis identified two distinct populations in the early post-BMT, pGenhighSHMlow and pGenlowSHMhigh; the latter disappeared at around six months while the former gradually shifted toward pGenlowSHMhigh, resembling the pattern observed after CBT. We then performed a detailed analysis of the two populations identified in the pGen-SHM plot after BMT. The pGenlowSHMhigh population showed a lower frequency of IgG1-switched sequences and higher frequency of IgG2-switched sequences compared with the pGenhighSHMlow population. These findings suggest that pGenlowSHMhigh represents graft-derived mature B cells, whereas pGenhighSHMlow corresponds to newly generated and maturing B cells derived from hematopoietic stem cells. Conclusion The pGen-SHM plot objectively and visually captured distinct patterns of adaptive immune reconstitution after HSCT, depending on the donor source. Citation Format: Sakuya Matsumoto, Yohei Funakoshi, Kimikazu Yakushijin, Goh Ohji, Takaji Matsutani, Hidetomo Takakura, Yuri Okazoe-Hirakawa, Rina Sakai, Yumiko Inui, Taiji Koyama, Yoshiaki Nagatani, Keiji Kurata, Shiro Kimbara, Shinichiro Kawamoto, Naomi Kiyota, Hironobu Minami, . Donor source-dependent B cell receptor repertoire patterns visualized by the pGen-SHM plot reveal differences in adaptive immune reconstitution after hematopoietic stem cell transplantation [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 6958.

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Cancer Research
Published
2026-04-03
DOI
https://doi.org/10.1158/1538-7445.am2026-6958
Primary Topic
Hematopoietic Stem Cell Transplantation
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article

Abstract 6958: Donor source-dependent B cell receptor repertoire patterns visualized by the pGen-SHM plot reveal differences in adaptive immune reconstitution after hematopoietic stem cell transplantation

Yumiko Inui, Y. Funakoshi, Naomi Kiyota, Shiro Kimbara et al.
Cancer Research
Hematopoietic Stem Cell Transplantation
article

Abstract 6958: Donor source-dependent B cell receptor repertoire patterns visualized by the pGen-SHM plot reveal differences in adaptive immune reconstitution after hematopoietic stem cell transplantation

Yumiko Inui, Y. Funakoshi, Naomi Kiyota, Shiro Kimbara, Kimikazu Yakushijin, Taiji Koyama, Yoshiaki Nagatani, Takaji Matsutani, Keiji Kurata, Hidetomo Takakura, Goh Ohji, Hironobu Minami, Rina Sakai, Shinichiro Kawamoto, Sakuya Matsumoto, Yuri Okazoe-Hirakawa
article en

Abstract

Abstract Background A reliable method to monitor adaptive immune reconstitution after allogeneic hematopoietic stem cell transplantation (HSCT) has not been established, leaving many aspects of donor-source-dependent differences in immune reconstitution unclear. Here, we developed a new method, "probability of generation (pGen)-somatic hypermutation (SHM) plot (pGen-SHM plot)", to objectively and visually monitor long-term immune reconstitution after HSCT. Methods We conducted longitudinal B cell receptor (BCR) repertoire analysis on peripheral blood mononuclear cells (PBMCs) from six cord blood transplantation (CBT) (21 samples) and six bone marrow transplantation (BMT) patients (14 samples) from two months to approximately two years post-HSCT. PBMCs from 12 healthy adults were used as controls. pGen value, representing the probability of sequence generation by the recombination process, was calculated using OLGA. SHM rates were determined by nucleotide-level identity to the reference V gene. Maturation of repertoire was visualized by plotting the two-dimensional probability density distribution of pGen and SHM rates using Kernel density estimation, which we termed the pGen-SHM plot. Results After CBT, the proportions of both high pGen (> 1e-15) and low SHM (< 4%) strongly correlated with post-HSCT days (r = -0.86 and r = -0.91, respectively) and gradually approached levels observed in healthy adults. Furthermore, the plot analysis revealed a continuous transition from the pGenhighSHMlow to pGenlowSHMhigh population during the post-CBT period. This finding was validated using publicly available datasets of healthy individuals aged 0 to 15 years, which showed a similar age-related shift. In contrast, the proportions of high pGen (> 1e-15) and low SHM (< 4%) after BMT were already close to healthy adult levels by Day 67 and showed little change over two years. Remarkably, the plot analysis identified two distinct populations in the early post-BMT, pGenhighSHMlow and pGenlowSHMhigh; the latter disappeared at around six months while the former gradually shifted toward pGenlowSHMhigh, resembling the pattern observed after CBT. We then performed a detailed analysis of the two populations identified in the pGen-SHM plot after BMT. The pGenlowSHMhigh population showed a lower frequency of IgG1-switched sequences and higher frequency of IgG2-switched sequences compared with the pGenhighSHMlow population. These findings suggest that pGenlowSHMhigh represents graft-derived mature B cells, whereas pGenhighSHMlow corresponds to newly generated and maturing B cells derived from hematopoietic stem cells. Conclusion The pGen-SHM plot objectively and visually captured distinct patterns of adaptive immune reconstitution after HSCT, depending on the donor source. Citation Format: Sakuya Matsumoto, Yohei Funakoshi, Kimikazu Yakushijin, Goh Ohji, Takaji Matsutani, Hidetomo Takakura, Yuri Okazoe-Hirakawa, Rina Sakai, Yumiko Inui, Taiji Koyama, Yoshiaki Nagatani, Keiji Kurata, Shiro Kimbara, Shinichiro Kawamoto, Naomi Kiyota, Hironobu Minami, . Donor source-dependent B cell receptor repertoire patterns visualized by the pGen-SHM plot reveal differences in adaptive immune reconstitution after hematopoietic stem cell transplantation [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 6958.

Cancer ResearchVol. 86(7_Supplement)
Kobe University Hospital (JP)
Openalex Percentile: Top 5%
Hematopoietic Stem Cell Transplantation
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