Abstract
Torque Teno Virus (TTV) is a single-stranded circular DNA virus which has been identified as a surrogate marker of immune competence in transplantation. In this study we investigated the dynamics of plasma TTV DNAemia in 79 adult patients undergoing chimeric antigen receptor T-cell (CAR-T) therapy for relapsed or refractory large B-cell lymphoma, also evaluating the impact of TTV on immunotoxicities, response and survival outcomes. After lymphodepleting therapy, TTV DNA load was found to decrease slightly until reaching nadir around day 10, after which it increased steadily until reaching maximum load around day 90. TTV DNA load < 4.05 log10 copies/ml at immune effector cell-associated neurotoxicity syndrome (ICANS) onset identified patients at risk of progressing to severe forms of ICANS (OR 16.68, P = 0.048). Finally, patients who experienced falling or stable TTV DNA load between lymphodepletion and CAR-T infusion had better progression-free survival than those with ascending TTV DNA load (HR 0.31, P = 0.006). These findings suggest that TTV monitoring could serve as a surrogate marker of immune competence, enabling predictions of CAR-T efficacy and toxicity. This could pave the way for the development of TTV-guided therapeutic strategies that modulate clinical patient management based on plasma TTV load, similar to suggested strategies in solid organ transplant recipients.
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The data used to support the findings of this study are included within the article and its Supplementary material.
References
Huang J, Huang X, Huang J. CAR-T cell therapy for hematological malignancies: limitations and optimization strategies. Front Immunol. 2022;13:1019115.
Patel U, Abernathy J, Savani BN, Oluwole O, Sengsayadeth S, Dholaria B. CAR T cell therapy in solid tumors: a review of current clinical trials. eJHaem. 2022;3:24–31.
Seif M, Einsele H, Löffler J. CAR T cells beyond cancer: hope for immunomodulatory therapy of infectious diseases. Front Immunol. 2019;10:2711.
Mackensen A, Müller F, Mougiakakos D, Böltz S, Wilhelm A, Aigner M, et al. Anti-CD19 CAR T cell therapy for refractory systemic lupus erythematosus. Nat Med. 2022;28:2124–32.
Chow VA, Gopal AK, Maloney DG, Turtle CJ, Smith SD, Ujjani CS, et al. Outcomes of patients with large B-cell lymphomas and progressive disease following CD19-specific CAR T-cell therapy. Am J Hematol. 2019;94:E209–13.
Hernani R, Benzaquén A, Solano C. Toxicities following CAR-T therapy for hematological malignancies. Cancer Treat Rev. 2022;111:102479.
Nishizawa T, Okamoto H, Konishi K, Yoshizawa H, Miyakawa Y, Mayumi M. A novel DNA virus (TTV) associated with elevated transaminase levels in posttransfusion hepatitis of unknown etiology. Biochem Biophys Res Commun. 1997;241:92–7.
Redondo N, Navarro D, Aguado JM, Fernández-Ruiz M. Viruses, friends, and foes: the case of Torque Teno Virus and the net state of immunosuppression. Transpl Infect Dis. 2022;24:e13778.
Gerner P, Oettinger R, Gerner W, Falbrede J, Wirth S. Mother-to-infant transmission of TT virus: prevalence, extent and mechanism of vertical transmission. Pediatr Infect Dis J. 2000;19:1074–7.
Ninomiya M, Takahashi M, Nishizawa T, Shimosegawa T, Okamoto H. Development of PCR assays with nested primers specific for differential detection of three human anelloviruses and early acquisition of dual or triple infection during infancy. J Clin Microbiol. 2008;46:507–14.
Focosi D, Macera L, Boggi U, Nelli LC, Maggi F. Short-term kinetics of torque teno virus viraemia after induction immunosuppression confirm T lymphocytes as the main replication-competent cells. J Gen Virol. 2015;96:115–7.
Kosulin K, Kernbichler S, Pichler H, Lawitschka A, Geyeregger R, Witt V, et al. Post-transplant replication of torque teno virus in granulocytes. Front Microbiol. 2018;9:2956.
Strassl R, Schiemann M, Doberer K, Görzer I, Puchhammer-Stöckl E, Eskandary F, et al. Quantification of torque teno virus viremia as a prospective biomarker for infectious disease in kidney allograft recipients. J Infect Dis. 2018;218:1191–9.
Maggi F, Focosi D, Statzu M, Bianco G, Costa C, Macera L, et al. Early post-transplant torquetenovirus viremia predicts cytomegalovirus reactivations in solid organ transplant recipients. Sci Rep. 2018;8:15490.
Fernández-Ruiz M, Albert E, Giménez E, Ruiz-Merlo T, Parra P, López-Medrano F, et al. Monitoring of alphatorquevirus DNA levels for the prediction of immunosuppression-related complications after kidney transplantation. Am J Transpl. 2019;19:1139–49.
Doberer K, Schiemann M, Strassl R, Haupenthal F, Dermuth F, Görzer I, et al. Torque teno virus for risk stratification of graft rejection and infection in kidney transplant recipients—a prospective observational trial. Am J Transpl. 2020;20:2081–90.
van Rijn AL, Wunderink HF, Sidorov IA, de Brouwer CS, Kroes AC, Putter H, et al. Torque teno virus loads after kidney transplantation predict allograft rejection but not viral infection. J Clin Virol. 2021;140:104871.
Schiemann M, Puchhammer-Stöckl E, Eskandary F, Kohlbeck P, Rasoul-Rockenschaub S, Heilos A, et al. Torque teno virus load-inverse association with antibody-mediated rejection after kidney transplantation. Transplantation. 2017;101:360–7.
Albert E, Solano C, Giménez E, Focosi D, Pérez A, Macera L, et al. The kinetics of torque teno virus plasma DNA load shortly after engraftment predicts the risk of high-level CMV DNAemia in allogeneic hematopoietic stem cell transplant recipients. Bone Marrow Transpl. 2018;53:180–7.
Albert E, Solano C, Giménez E, Focosi D, Pérez A, Macera L, et al. Kinetics of Alphatorquevirus plasma DNAemia at late times after allogeneic hematopoietic stem cell transplantation. Med Microbiol Immunol. 2019;208:253–8.
Mouton W, Conrad A, Bal A, Boccard M, Malcus C, Ducastelle-Lepretre S, et al. Torque teno virus viral load as a marker of immune function in allogeneic haematopoietic stem cell transplantation recipients. Viruses. 2020;12:1292.
Pradier A, Masouridi-Levrat S, Bosshard C, Dantin C, Vu D-L, Zanella M-C, et al. Torque teno virus as a potential biomarker for complications and survival after allogeneic hematopoietic stem cell transplantation. Front Immunol. 2020;11:998.
Greenbaum U, Strati P, Saliba RM, Torres J, Rondon G, Nieto Y, et al. CRP and ferritin in addition to the EASIX score predict CAR-T–related toxicity. Blood Adv [Internet]. 2021;5:2799–806. Available from: https://doi.org/10.1182/bloodadvances.2021004575.
Rejeski K, Perez A, Sesques P, Hoster E, Berger CS, Jentzsch L, et al. CAR-HEMATOTOX: a model for CAR T-cell related hematological toxicity in relapsed/refractory large B-cell lymphoma. Blood. 2021;138:2499–513.
Albert E, Solano C, Pascual T, Torres I, Macera L, Focosi D, et al. Dynamics of Torque Teno virus plasma DNAemia in allogeneic stem cell transplant recipients. J Clin Virol. 2017;94:22–8.
Lee DW, Santomasso BD, Locke FL, Ghobadi A, Turtle CJ, Brudno JN, et al. ASTCT consensus grading for cytokine release syndrome and neurologic toxicity associated with immune effector cells. Biol Blood Marrow Transpl. 2019;25:625–38.
Cheson BD, Fisher RI, Barrington SF, Cavalli F, Schwartz LH, Zucca E, et al. Recommendations for initial evaluation, staging, and response assessment of Hodgkin and non-Hodgkin lymphoma: the Lugano classification. J Clin Oncol. 2014;32:3059–68.
Maggi F, Focosi D, Albani M, Lanini L, Vatteroni ML, Petrini M, et al. Role of hematopoietic cells in the maintenance of chronic human torquetenovirus plasma viremia. J Virol. 2010;84:6891–3.
Iacoboni G, Villacampa G, Martinez-Cibrian N, Bailén R, Lopez Corral L, Sanchez JM, et al. Real-world evidence of tisagenlecleucel for the treatment of relapsed or refractory large B-cell lymphoma. Cancer Med. 2021;10:3214–23.
Kwon M, Iacoboni G, Reguera JL, Corral LL, Morales RH, Ortiz-Maldonado V, et al. Axicabtagene ciloleucel compared to tisagenlecleucel for the treatment of aggressive B-cell lymphoma. Haematologica. 2023;108:110–21.
Landsburg DJ, Frigault M, Heim M, Foley SR, Hill BT, Ho CM, et al. Real-world outcomes for patients with relapsed or refractory (R/R) aggressive B-cell non-hodgkin’s lymphoma (aBNHL) treated with commercial tisagenlecleucel: subgroup analyses from the Center for International Blood and Marrow Transplant Research (CIBMTR). Blood [Internet]. 2022;140:1584–7. Available from: https://doi.org/10.1182/blood-2022-158822.
Jacobson CA, Locke FL, Ma L, Asubonteng J, Hu Z-H, Siddiqi T, et al. Real-world evidence of axicabtagene ciloleucel for the treatment of large B-cell lymphoma in the United States. Transplant Cell Ther. 2022;
Morris EC, Neelapu SS, Giavridis T, Sadelain M. Cytokine release syndrome and associated neurotoxicity in cancer immunotherapy. Nat Rev Immunol [Internet]. 2022;22:85–96. Available from: https://doi.org/10.1038/s41577-021-00547-6.
Gazeau N, Barba P, Iacoboni G, Kwon M, Bailen R, Reguera JL, et al. Safety and efficacy of two anakinra dose regimens for refractory CRS or icans after CAR T-cell therapy. Blood [Internet]. 2021;138:2816. Available from: https://doi.org/10.1182/blood-2021-147454.
Zurko JC, Johnson BD, Aschenbrenner E, Fenske TS, Hamadani M, Hari P, et al. Use of early intrathecal therapy to manage high-grade immune effector cell-associated neurotoxicity syndrome. JAMA Oncol. 2022;8:773–5.
Strati P, Nastoupil LJ, Westin J, Fayad LE, Ahmed S, Fowler NH, et al. Clinical and radiologic correlates of neurotoxicity after axicabtagene ciloleucel in large B-cell lymphoma. Blood Adv. 2020;4:3943–51.
Banerjee R, Fakhri B, Shah N. Toci or not toci: innovations in the diagnosis, prevention, and early management of cytokine release syndrome. Leuk Lymphoma. 2021;62:2600–11.
Strati P, Ahmed S, Furqan F, Fayad LE, Lee HJ, Iyer SP, et al. Prognostic impact of corticosteroids on efficacy of chimeric antigen receptor t-cell therapy in large B-cell lymphoma. Blood. 2021;137:3272–6.
Akalin I, Perna SK, De Angelis B, Okur FV. Effects of Chimeric Antigen Receptor (CAR) expression on regulatory T cells. Mol Ther [Internet]. 2009;17:S25. Available from: https://doi.org/10.1016/S1525-0016(16)38419-2.
Lee DW, Kochenderfer JN, Stetler-Stevenson M, Cui YK, Delbrook C, Feldman SA, et al. T cells expressing CD19 chimeric antigen receptors for acute lymphoblastic leukaemia in children and young adults: a phase 1 dose-escalation trial. Lancet. 2015;385:517–28.
Hay KA, Hanafi L-A, Li D, Gust J, Liles WC, Wurfel MM, et al. Kinetics and biomarkers of severe cytokine release syndrome after CD19 chimeric antigen receptor-modified T-cell therapy. Blood. 2017;130:2295–306.
Lemoine J, Morin F, Di Blasi R, Vercellino L, Cuffel A, Benlachgar N, et al. Lenalidomide exposure at time of CAR T-cells expansion enhances response of refractory/relapsed aggressive large B-cell lymphomas. Blood [Internet]. 2021;138:1433. Available from: https://doi.org/10.1182/blood-2021-151109.
Wang C, Shi F, Liu Y, Zhang Y, Dong L, Li X, et al. Anti-PD-1 antibodies as a salvage therapy for patients with diffuse large B cell lymphoma who progressed/relapsed after CART19/20 therapy. J Hematol Oncol. 2021;14:106. Erratum in: J Hematol Oncol. 2021;14:150.
Acknowledgements
The Institut Paoli-Calmettes (Marseille, France) was also included as a collaborating center. The study was classified as a clinical trial in France (NCT04822974). Unfortunately, the implementation of the study in France was prevented by the COVID-19 pandemic. All authors would like to express their gratitude to these colleagues in Marseille, especially Prof. Didier Blaise and Dr. Raynier Devillier.
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AB, EG, and RH conceived the study and interpreted the data; AB and RH wrote the paper; AB, RH and EA performed the statistical analyses; EG, GI, MG, EA, CC, AB, AP, CSA, MASS, PC, JLP, FB, JM, JCHB, AF, BF, MV, PA, DC, MJT, JS, PB, DN, and CS reviewed the paper and contributed to the final draft.
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A Gilead grant (Beca FEHH-GILEAD para Formación en Investigación en Terapia Celular en un centro internacional Convocatoria 2019) was awarded to AB. RH was the principal investigator of the grant-associated study. The authors declare no competing interests.
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Supplementary figure 4. Dynamics of TTV DNAemia, absolute neutrophil count and absolute lymphocyte count over the study period.
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Benzaquén, A., Giménez, E., Iacoboni, G. et al. Torque Teno Virus plasma DNA load: a novel prognostic biomarker in CAR-T therapy. Bone Marrow Transplant 59, 93–100 (2024). https://doi.org/10.1038/s41409-023-02114-0
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DOI: https://doi.org/10.1038/s41409-023-02114-0
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