嵌合抗原受体T细胞治疗不合规格产品多发性骨髓瘤的淋巴细胞动力学和结果

IF 9.9 1区 医学 Q1 HEMATOLOGY
Sarah Dingli, Paul Rothweiler, Moritz Binder, Joselle Cook, Morie A. Gertz, Suzanne Hayman, Prashant Kapoor, Taxiarchis Kourelis, Shaji K. Kumar, Mustaqeem Siddiqui, Rahma Warsame, Yi Lin, Arthur G. Erdman, David Dingli
{"title":"嵌合抗原受体T细胞治疗不合规格产品多发性骨髓瘤的淋巴细胞动力学和结果","authors":"Sarah Dingli,&nbsp;Paul Rothweiler,&nbsp;Moritz Binder,&nbsp;Joselle Cook,&nbsp;Morie A. Gertz,&nbsp;Suzanne Hayman,&nbsp;Prashant Kapoor,&nbsp;Taxiarchis Kourelis,&nbsp;Shaji K. Kumar,&nbsp;Mustaqeem Siddiqui,&nbsp;Rahma Warsame,&nbsp;Yi Lin,&nbsp;Arthur G. Erdman,&nbsp;David Dingli","doi":"10.1002/ajh.70001","DOIUrl":null,"url":null,"abstract":"<p>The treatment of multiple myeloma has changed dramatically over the last two decades, fueled by a better understanding of disease biology and the identification of novel targets that led to the development of highly active therapeutics including monoclonal antibodies, bispecific antibodies and chimeric antigen receptor T cells (CAR-T) [<span>1-6</span>]. Except for CAR-T cells, all other therapeutics are manufactured and ready for use when the patient needs them. In contrast, the current state of CAR-T cells requires leukapheresis of the patient's own lymphocytes for manufacturing of a personalized product over the course of several weeks. Although the process for manufacturing is standardized and highly regulated, the state of the cells collected for manufacturing may vary and this can lead to the production of CAR-T cells that do not meet specification criteria as required by the Food and Drug Administration (FDA). The reasons for these out of specification (OOS) products may vary. However, often the patient and physician are compelled to proceed with the use of the product since therapeutic options may be limited. Therefore, it is important to determine whether the use of these OOS products is associated with any difference in outcomes, even though the data from the clinical trials that led to the approval of both idecabtagene vicleucel (Ide-cel, brand name Abecma) and ciltacabtagene autoleucel (Cilta-cel, brand name Carvykti) showed that patients may experience responses at doses considered to be “suboptimal” and below the thresholds required by the FDA [<span>1-3</span>]. We have compared the outcomes of patients who received products that were both according to specifications as well as OOS at our institution. The kinetics of lymphocyte recovery and various metrics that have been shown to impact response and durability are reported.</p><p>In the interval between June 2021 and September 2024, 134 patients have been treated with commercially approved CAR-T for multiple myeloma after their FDA approval. Only two patients treated with Ide-cel had an OOS product infused and therefore, this analysis is restricted to patients treated with Cilta-cel. We identified 22 (30.1%) patients who received OOS ciltacabtagene and 51 patients who received the in-spec product. The baseline demographic, clinical, and laboratory characteristics of these patients are summarized in Table S1. There were no significant differences in the patients' demographics, age, number of lines of therapy, cytogenetically (FISH defined high-risk disease), the presence of extramedullary disease (EMD), baseline serum ferritin, or CRP obtained prior to the start of LD chemotherapy. We also found no difference in the brain to liver glucose ratio (B2LR) determined by PET/CT before the start of LD chemotherapy of patients treated with in-spec or OOS product (<i>p</i> = 0.3324). Similarly, the fraction of patients with a B2LR ≤ 2.5 was similar (<i>p</i> = 0.2631), suggesting that the disease biology of the two cohorts was similar.</p><p>The incidence of CRS was 62.8% in patients receiving in-spec product and 45.5% with the OOS product, with no difference in CRS duration between the two groups. ICANS occurred in 5.9% of patients with the in-spec product and in 18.8% with the OOS product. The duration of ICANS was shorter in patients who received the OOS product (<i>p</i> = 0.0369).</p><p>Lymphocyte kinetics post CAR-T has been shown to influence outcomes after CAR-T [<span>7-9</span>]. We compared ALC kinetics in the two cohorts of patients. As can be seen from Table 1, there were significant differences in the ALC on various days early after CAR-T, and the recovery of the ALC was slower in patients who received an OOS product. This is also reflected in the estimated rate of lymphocyte replication (<i>k</i>) and doubling time (Table 1). The peak ALC achieved (L<sub>max</sub>) was also lower in patients with the OOS product. However, by day 15 after CAR-T, there appeared to be no difference between the two cohorts. Moreover, the proportion of patients who achieved an ALC &gt; 1 × 10<sup>9</sup>/L was similar across the two cohorts (<i>p</i> = 0.1277).</p><p>At 3 months after CAR-T, none of the patients who received in spec product had progressed, with 77.5% having a VGPR or better response. The same depth of response was seen in 66.7% of patients treated with the OOS product (<i>p</i> = 0.5359, Fisher exact test) but two patients in the latter cohort had progressed in that time interval. There was a trend for a lower frequency of MRD negativity at 1 month after CAR-T therapy in patients who received an OOS product (<i>p</i> = 0.087). However, there was no difference in the frequency of MRD negative bone marrow results at 3 months after CAR-T (<i>p</i> = 0.4327) (Table S1).</p><p>With a median follow up of 1.4 years since therapy with Cilta-cel, two patients with OOS product have progressed compared to four patients who received an in-spec product. The median PFS for patients with an in-spec product was 1.34 years, while those who received an OOS product have a median PFS of 1.77 years (<i>p</i> = 0.2166, log-rank test) (Figure 1A). With respect to OS, we found no difference between patients with in-spec versus OOS product infused with medians of 1.34 versus 1.77 years respectively (<i>p</i> = 0.1668, log-rank test) (Figure 1B).</p><p>Given the limited number of patients, we restricted our study to univariate analysis of parameters that could impact both PFS and OS. These are reported in Table S2 (for PFS) and Table S3 (for OS). The impact of Lmax on both PFS and OS was confirmed, but achieving an ALC &gt; 1 × 10<sup>9</sup>/L was not significant either for PFS (<i>p</i> = 0.1265) or for OS (<i>p</i> = 0.1329). However, it is pertinent to note that the median Lmax was &gt; 1 × 10<sup>9</sup>/L for both patient cohorts (Table 1).</p><p>Manufacturing of CAR-T cells for patients with relapsed and refractory multiple myeloma is influenced by many variables, including the disease state, lines of therapy, and types of therapy received [<span>6</span>] and perhaps as yet other undefined characteristics. Although in the pivotal trials leading to the approval of these products, patients had responses at various cell dose levels [<span>1-3</span>], the definition of OOS product is not restricted to the number of cells infused alone. The description also includes the number of transduced cells, CAR expression, the ability of the lymphocytes to expand in response to in vitro stimulation, viability, and function. Therefore, the manufacturing of CAR-T cells, while standardized, is sensitive to interpatient variability, leading at times to the generation of a product that does not meet FDA release criteria. However, patients and clinicians often have very little choice but to consider the use of the product regardless. As a result, it is important to evaluate the outcome of the use of such products in real-world clinical practice. In our practice, 30.1% of patients had an OOS product with Cilta-cel in the interval under study, which appears numerically higher than that reported by Sidana et al. (19%) [<span>6</span>].</p><p>Our observations provide reassurance that patients who receive an OOS product seem to have equal depth and duration of response as seen in patients who receive an in-spec product. The response rates and expected PFS and OS reported here are in line with recent real-world evidence for cilta-cel [<span>6</span>]. Our studies suggest that while early after the infusion of OOS product, ALC kinetics are slower, eventually, these cells appear to “catch up” and many patients are able to reach the critical threshold of an ALC &gt; 1x10<sup>9</sup>/L within the first 28 days after CAR-T [<span>7-9</span>]. This factor has been shown to be an independent determinant of depth of response, PFS and OS in several studies [<span>9</span>]. Moreover, the maximum ALC count after CAR-T also correlates with outcome [<span>7, 9</span>] and in our series, <i>L</i>\n <sub>max</sub> was a major determinant of outcome. Our results suggest that while patients with in-spec products tend to have a higher <i>L</i>\n <sub>max</sub>, the median Lmax for both cohorts is well above 1.0 × 10<sup>9</sup>/L (Table 1). This explains why the Lmax is prognostic while the ALC &gt; 1 × 10<sup>9</sup>/L loses its significance with respect to both PFS and OS. We have recently shown the tumor metabolic activity (B2LR) is an independent predictor of survival in myeloma after CAR-T therapy [<span>10</span>]. In particular, a B2LR ≤ 2.5 was associated with a very poor prognosis with respect to both PFS and OS, independent of other poor prognostic factors such as the presence of EMD. In this cohort of patients, there was no difference in the value of B2LR or the frequency of B2LR ≤ 2.5 between the two groups. We also could not find any other difference in disease biology between the two cohorts, including genetic risk, the presence of EMD, the serum ferritin, CRP or LDH before LD chemotherapy or the number of lines of therapy prior to CAR-T.</p><p>Although the number of patients in our cohort is relatively small and will require confirmation by other groups, the data so far is reassuring that patients treated with OOS cilta-cel may have equally deep and durable responses to therapy. Our cohort of patients received cilta-cel based on the then accepted standard of care, with a median of four prior lines of therapy. All patients had been exposed to immunomodulatory agents, proteasome inhibitors, and CD38 antibodies, and all patients were refractory to lenalidomide. It is possible that as CAR-T moves to earlier lines of therapy, based on the more recent FDA approvals, the frequency of OOS products could decrease. However, our observations provide reassurance that such products are effective, with no difference in depth of response or outcomes with a median of 1.5 years of follow-up after therapy.</p><p>Concept: Sarah Dingli, Paul Rothweiler, Arthur G. Erdman, and David Dingli. Data abstraction and analysis: David Dingli, manuscript preparation: Sarah Dingli and David Dingli. Critical review and final manuscript approval: Sarah Dingli, Paul Rothweiler, Arthur G. Erdman, and David Dingli. Patient care, critical review of manuscript, final approval of manuscript: Moritz Binder, Joselle Cook, Morie A. Gertz, Suzanne Hayman, Prashant Kapoor, Taxiarchis Kourelis, Shaji K. Kumar, Mustaqeem Siddiqui, Rahma Warsame, Yi Lin, David Dingli.</p><p>S.D., P.R., M.B., J.C., S.H., M.S., R.W. and A.G.E. have no disclosures. M.A.G.: Personal fees from Ionis/Akcea, honorarium from Alnylam, personal fees from Prothena, personal fees from Sanofi, personal fees from Janssen, personal fees for Data Safety Monitoring board from AbbVie &amp; Arcellex, fees from Johnson &amp; Johnson, honoraria from AstraZeneca, Medscape, Dava Oncology. Alexion and NCI SPORE MM SPORE 5P50 CA186781-04. P.K.: Clinical trial support with research funding to the institution from Amgen, Regeneron, Bristol Myers Squibb, Loxo Pharmaceuticals, Ichnos, Karyopharm, Sanofi, AbbVie, and GlaxoSmithKline. Honorarium from Keosys and served on the Advisory Boards of BeiGene, Mustang Bio, Janssen, Pharmacyclics, X4 Pharmaceuticals, Kite, Oncopeptides, Ascentage, Angitia Bio, GlaxoSmithKline, Sanofi, and AbbVie. T.K.: Research funding to institution: Pfizer. S.K.K.: Consulting with no personal payment: AbbVie, Amgen, ArcellX, Beigene, BMS, Carsgen, GSK, Janssen, K36, Moderna, Pfizer, Regeneron, Roche-Genentech, Sanofi, Takeda (with personal payments): CVS Caremark, BD Biosciences. Clinical trial support to institution—AbbVie, Amgen, Astra Zeneca, BMS, Carsgen, GSK, Gracell Bio, Janssen, Oricell, Roche-Genentech, Sanofi, Takeda, Telogenomics. Y.L.: Ad Boards: Janssen, Sanofi, BMS, Regeneron, Genentech, Tessera, Legend, NexT Therapeutics. Steering Committees: Janssen, Kite/Gilead. Research: Janssen, BMS. Scientific Advisory Boards: NexImmune, Caribou. Data Safety Monitoring Board: Pfizer. D.D.: Consulting with personal payment: Alexion, Apellis, Argenyx, BMS, Janssen, Regeneron, Roche-Genentech, Omeros, Sanofi, Sorrento, and Takeda. Clinical trial support to institution: K36 Therapeutics.</p><p>This study was conducted after approval from the Institutional Review Board at Mayo Clinic. All patients included in this analysis had provided written informed consent for their medical record to be used in research.</p><p>The authors declare no conflicts of interest.</p>","PeriodicalId":7724,"journal":{"name":"American Journal of Hematology","volume":"100 9","pages":"1705-1708"},"PeriodicalIF":9.9000,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ajh.70001","citationCount":"0","resultStr":"{\"title\":\"Lymphocyte Kinetics and Outcomes of Chimeric Antigen Receptor T Cell Therapy in Multiple Myeloma With Out of Specification Products\",\"authors\":\"Sarah Dingli,&nbsp;Paul Rothweiler,&nbsp;Moritz Binder,&nbsp;Joselle Cook,&nbsp;Morie A. Gertz,&nbsp;Suzanne Hayman,&nbsp;Prashant Kapoor,&nbsp;Taxiarchis Kourelis,&nbsp;Shaji K. Kumar,&nbsp;Mustaqeem Siddiqui,&nbsp;Rahma Warsame,&nbsp;Yi Lin,&nbsp;Arthur G. Erdman,&nbsp;David Dingli\",\"doi\":\"10.1002/ajh.70001\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>The treatment of multiple myeloma has changed dramatically over the last two decades, fueled by a better understanding of disease biology and the identification of novel targets that led to the development of highly active therapeutics including monoclonal antibodies, bispecific antibodies and chimeric antigen receptor T cells (CAR-T) [<span>1-6</span>]. Except for CAR-T cells, all other therapeutics are manufactured and ready for use when the patient needs them. In contrast, the current state of CAR-T cells requires leukapheresis of the patient's own lymphocytes for manufacturing of a personalized product over the course of several weeks. Although the process for manufacturing is standardized and highly regulated, the state of the cells collected for manufacturing may vary and this can lead to the production of CAR-T cells that do not meet specification criteria as required by the Food and Drug Administration (FDA). The reasons for these out of specification (OOS) products may vary. However, often the patient and physician are compelled to proceed with the use of the product since therapeutic options may be limited. Therefore, it is important to determine whether the use of these OOS products is associated with any difference in outcomes, even though the data from the clinical trials that led to the approval of both idecabtagene vicleucel (Ide-cel, brand name Abecma) and ciltacabtagene autoleucel (Cilta-cel, brand name Carvykti) showed that patients may experience responses at doses considered to be “suboptimal” and below the thresholds required by the FDA [<span>1-3</span>]. We have compared the outcomes of patients who received products that were both according to specifications as well as OOS at our institution. The kinetics of lymphocyte recovery and various metrics that have been shown to impact response and durability are reported.</p><p>In the interval between June 2021 and September 2024, 134 patients have been treated with commercially approved CAR-T for multiple myeloma after their FDA approval. Only two patients treated with Ide-cel had an OOS product infused and therefore, this analysis is restricted to patients treated with Cilta-cel. We identified 22 (30.1%) patients who received OOS ciltacabtagene and 51 patients who received the in-spec product. The baseline demographic, clinical, and laboratory characteristics of these patients are summarized in Table S1. There were no significant differences in the patients' demographics, age, number of lines of therapy, cytogenetically (FISH defined high-risk disease), the presence of extramedullary disease (EMD), baseline serum ferritin, or CRP obtained prior to the start of LD chemotherapy. We also found no difference in the brain to liver glucose ratio (B2LR) determined by PET/CT before the start of LD chemotherapy of patients treated with in-spec or OOS product (<i>p</i> = 0.3324). Similarly, the fraction of patients with a B2LR ≤ 2.5 was similar (<i>p</i> = 0.2631), suggesting that the disease biology of the two cohorts was similar.</p><p>The incidence of CRS was 62.8% in patients receiving in-spec product and 45.5% with the OOS product, with no difference in CRS duration between the two groups. ICANS occurred in 5.9% of patients with the in-spec product and in 18.8% with the OOS product. The duration of ICANS was shorter in patients who received the OOS product (<i>p</i> = 0.0369).</p><p>Lymphocyte kinetics post CAR-T has been shown to influence outcomes after CAR-T [<span>7-9</span>]. We compared ALC kinetics in the two cohorts of patients. As can be seen from Table 1, there were significant differences in the ALC on various days early after CAR-T, and the recovery of the ALC was slower in patients who received an OOS product. This is also reflected in the estimated rate of lymphocyte replication (<i>k</i>) and doubling time (Table 1). The peak ALC achieved (L<sub>max</sub>) was also lower in patients with the OOS product. However, by day 15 after CAR-T, there appeared to be no difference between the two cohorts. Moreover, the proportion of patients who achieved an ALC &gt; 1 × 10<sup>9</sup>/L was similar across the two cohorts (<i>p</i> = 0.1277).</p><p>At 3 months after CAR-T, none of the patients who received in spec product had progressed, with 77.5% having a VGPR or better response. The same depth of response was seen in 66.7% of patients treated with the OOS product (<i>p</i> = 0.5359, Fisher exact test) but two patients in the latter cohort had progressed in that time interval. There was a trend for a lower frequency of MRD negativity at 1 month after CAR-T therapy in patients who received an OOS product (<i>p</i> = 0.087). However, there was no difference in the frequency of MRD negative bone marrow results at 3 months after CAR-T (<i>p</i> = 0.4327) (Table S1).</p><p>With a median follow up of 1.4 years since therapy with Cilta-cel, two patients with OOS product have progressed compared to four patients who received an in-spec product. The median PFS for patients with an in-spec product was 1.34 years, while those who received an OOS product have a median PFS of 1.77 years (<i>p</i> = 0.2166, log-rank test) (Figure 1A). With respect to OS, we found no difference between patients with in-spec versus OOS product infused with medians of 1.34 versus 1.77 years respectively (<i>p</i> = 0.1668, log-rank test) (Figure 1B).</p><p>Given the limited number of patients, we restricted our study to univariate analysis of parameters that could impact both PFS and OS. These are reported in Table S2 (for PFS) and Table S3 (for OS). The impact of Lmax on both PFS and OS was confirmed, but achieving an ALC &gt; 1 × 10<sup>9</sup>/L was not significant either for PFS (<i>p</i> = 0.1265) or for OS (<i>p</i> = 0.1329). However, it is pertinent to note that the median Lmax was &gt; 1 × 10<sup>9</sup>/L for both patient cohorts (Table 1).</p><p>Manufacturing of CAR-T cells for patients with relapsed and refractory multiple myeloma is influenced by many variables, including the disease state, lines of therapy, and types of therapy received [<span>6</span>] and perhaps as yet other undefined characteristics. Although in the pivotal trials leading to the approval of these products, patients had responses at various cell dose levels [<span>1-3</span>], the definition of OOS product is not restricted to the number of cells infused alone. The description also includes the number of transduced cells, CAR expression, the ability of the lymphocytes to expand in response to in vitro stimulation, viability, and function. Therefore, the manufacturing of CAR-T cells, while standardized, is sensitive to interpatient variability, leading at times to the generation of a product that does not meet FDA release criteria. However, patients and clinicians often have very little choice but to consider the use of the product regardless. As a result, it is important to evaluate the outcome of the use of such products in real-world clinical practice. In our practice, 30.1% of patients had an OOS product with Cilta-cel in the interval under study, which appears numerically higher than that reported by Sidana et al. (19%) [<span>6</span>].</p><p>Our observations provide reassurance that patients who receive an OOS product seem to have equal depth and duration of response as seen in patients who receive an in-spec product. The response rates and expected PFS and OS reported here are in line with recent real-world evidence for cilta-cel [<span>6</span>]. Our studies suggest that while early after the infusion of OOS product, ALC kinetics are slower, eventually, these cells appear to “catch up” and many patients are able to reach the critical threshold of an ALC &gt; 1x10<sup>9</sup>/L within the first 28 days after CAR-T [<span>7-9</span>]. This factor has been shown to be an independent determinant of depth of response, PFS and OS in several studies [<span>9</span>]. Moreover, the maximum ALC count after CAR-T also correlates with outcome [<span>7, 9</span>] and in our series, <i>L</i>\\n <sub>max</sub> was a major determinant of outcome. Our results suggest that while patients with in-spec products tend to have a higher <i>L</i>\\n <sub>max</sub>, the median Lmax for both cohorts is well above 1.0 × 10<sup>9</sup>/L (Table 1). This explains why the Lmax is prognostic while the ALC &gt; 1 × 10<sup>9</sup>/L loses its significance with respect to both PFS and OS. We have recently shown the tumor metabolic activity (B2LR) is an independent predictor of survival in myeloma after CAR-T therapy [<span>10</span>]. In particular, a B2LR ≤ 2.5 was associated with a very poor prognosis with respect to both PFS and OS, independent of other poor prognostic factors such as the presence of EMD. In this cohort of patients, there was no difference in the value of B2LR or the frequency of B2LR ≤ 2.5 between the two groups. We also could not find any other difference in disease biology between the two cohorts, including genetic risk, the presence of EMD, the serum ferritin, CRP or LDH before LD chemotherapy or the number of lines of therapy prior to CAR-T.</p><p>Although the number of patients in our cohort is relatively small and will require confirmation by other groups, the data so far is reassuring that patients treated with OOS cilta-cel may have equally deep and durable responses to therapy. Our cohort of patients received cilta-cel based on the then accepted standard of care, with a median of four prior lines of therapy. All patients had been exposed to immunomodulatory agents, proteasome inhibitors, and CD38 antibodies, and all patients were refractory to lenalidomide. It is possible that as CAR-T moves to earlier lines of therapy, based on the more recent FDA approvals, the frequency of OOS products could decrease. However, our observations provide reassurance that such products are effective, with no difference in depth of response or outcomes with a median of 1.5 years of follow-up after therapy.</p><p>Concept: Sarah Dingli, Paul Rothweiler, Arthur G. Erdman, and David Dingli. Data abstraction and analysis: David Dingli, manuscript preparation: Sarah Dingli and David Dingli. Critical review and final manuscript approval: Sarah Dingli, Paul Rothweiler, Arthur G. Erdman, and David Dingli. Patient care, critical review of manuscript, final approval of manuscript: Moritz Binder, Joselle Cook, Morie A. Gertz, Suzanne Hayman, Prashant Kapoor, Taxiarchis Kourelis, Shaji K. Kumar, Mustaqeem Siddiqui, Rahma Warsame, Yi Lin, David Dingli.</p><p>S.D., P.R., M.B., J.C., S.H., M.S., R.W. and A.G.E. have no disclosures. M.A.G.: Personal fees from Ionis/Akcea, honorarium from Alnylam, personal fees from Prothena, personal fees from Sanofi, personal fees from Janssen, personal fees for Data Safety Monitoring board from AbbVie &amp; Arcellex, fees from Johnson &amp; Johnson, honoraria from AstraZeneca, Medscape, Dava Oncology. Alexion and NCI SPORE MM SPORE 5P50 CA186781-04. P.K.: Clinical trial support with research funding to the institution from Amgen, Regeneron, Bristol Myers Squibb, Loxo Pharmaceuticals, Ichnos, Karyopharm, Sanofi, AbbVie, and GlaxoSmithKline. Honorarium from Keosys and served on the Advisory Boards of BeiGene, Mustang Bio, Janssen, Pharmacyclics, X4 Pharmaceuticals, Kite, Oncopeptides, Ascentage, Angitia Bio, GlaxoSmithKline, Sanofi, and AbbVie. T.K.: Research funding to institution: Pfizer. S.K.K.: Consulting with no personal payment: AbbVie, Amgen, ArcellX, Beigene, BMS, Carsgen, GSK, Janssen, K36, Moderna, Pfizer, Regeneron, Roche-Genentech, Sanofi, Takeda (with personal payments): CVS Caremark, BD Biosciences. Clinical trial support to institution—AbbVie, Amgen, Astra Zeneca, BMS, Carsgen, GSK, Gracell Bio, Janssen, Oricell, Roche-Genentech, Sanofi, Takeda, Telogenomics. Y.L.: Ad Boards: Janssen, Sanofi, BMS, Regeneron, Genentech, Tessera, Legend, NexT Therapeutics. Steering Committees: Janssen, Kite/Gilead. Research: Janssen, BMS. Scientific Advisory Boards: NexImmune, Caribou. Data Safety Monitoring Board: Pfizer. D.D.: Consulting with personal payment: Alexion, Apellis, Argenyx, BMS, Janssen, Regeneron, Roche-Genentech, Omeros, Sanofi, Sorrento, and Takeda. Clinical trial support to institution: K36 Therapeutics.</p><p>This study was conducted after approval from the Institutional Review Board at Mayo Clinic. All patients included in this analysis had provided written informed consent for their medical record to be used in research.</p><p>The authors declare no conflicts of interest.</p>\",\"PeriodicalId\":7724,\"journal\":{\"name\":\"American Journal of Hematology\",\"volume\":\"100 9\",\"pages\":\"1705-1708\"},\"PeriodicalIF\":9.9000,\"publicationDate\":\"2025-07-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ajh.70001\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"American Journal of Hematology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/ajh.70001\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"HEMATOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"American Journal of Hematology","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/ajh.70001","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEMATOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

在过去的二十年里,多发性骨髓瘤的治疗发生了巨大的变化,由于对疾病生物学的更好理解和新靶点的发现,导致了包括单克隆抗体、双特异性抗体和嵌合抗原受体T细胞(CAR-T)在内的高活性治疗方法的发展[1-6]。除了CAR-T细胞,所有其他治疗方法都是制造出来的,当病人需要时就可以使用。相比之下,目前CAR-T细胞的状态需要在几周内对患者自身的淋巴细胞进行白细胞分离,以制造个性化的产品。尽管制造过程是标准化和高度监管的,但用于制造的细胞的状态可能会有所不同,这可能导致生产的CAR-T细胞不符合食品和药物管理局(FDA)要求的规格标准。这些不合格(OOS)产品的原因可能各不相同。然而,由于治疗选择可能有限,患者和医生往往被迫继续使用该产品。因此,确定这些OOS产品的使用是否与结果的差异有关是很重要的,尽管导致ideabtagene vicleucel (Ide-cel,品牌名Abecma)和ciltacabtagene autotoleucel (Cilta-cel,品牌名Carvykti)获得批准的临床试验数据显示,患者在被认为“次优”且低于FDA要求的阈值时可能会出现反应[1-3]。我们比较了在我们机构接受符合规范和OOS的产品的患者的结果。淋巴细胞恢复的动力学和各种指标已显示影响反应和耐久性的报告。在2021年6月至2024年9月期间,134名患者在获得FDA批准后接受了商业批准的CAR-T治疗多发性骨髓瘤。只有两名接受Ide-cel治疗的患者输注了OOS产品,因此,该分析仅限于接受Cilta-cel治疗的患者。我们确定了22例(30.1%)患者接受了OOS西他他烯,51例患者接受了规格产品。表S1总结了这些患者的基线人口统计学、临床和实验室特征。在患者的人口统计学、年龄、治疗线数、细胞遗传学(FISH定义的高危疾病)、髓外疾病(EMD)的存在、LD化疗开始前获得的基线血清铁蛋白或CRP方面没有显著差异。我们还发现,在LD化疗开始前,使用in-spec或OOS产品治疗的患者的PET/CT测定的脑与肝葡萄糖比率(B2LR)没有差异(p = 0.3324)。同样,B2LR≤2.5的患者比例相似(p = 0.2631),提示两个队列的疾病生物学相似。使用非规格产品的患者CRS发生率为62.8%,使用OOS产品的患者CRS发生率为45.5%,两组CRS持续时间无差异。使用规格产品的患者中有5.9%发生ICANS,使用OOS产品的患者中有18.8%发生ICANS。使用OOS产品的患者ICANS持续时间较短(p = 0.0369)。CAR-T后淋巴细胞动力学已被证明会影响CAR-T后的预后[7-9]。我们比较了两组患者的ALC动力学。从表1可以看出,CAR-T术后早期各天的ALC有显著差异,使用OOS产品的患者ALC恢复较慢。这也反映在估计的淋巴细胞复制率(k)和倍增时间上(表1)。使用OOS产品的患者达到的ALC峰值(Lmax)也较低。然而,在CAR-T治疗后的第15天,两组患者之间似乎没有差异。此外,两个队列中达到ALC &gt; 1 × 109/L的患者比例相似(p = 0.1277)。在CAR-T治疗3个月后,接受特殊产品治疗的患者均无进展,77.5%的患者有VGPR或更好的反应。使用OOS产品治疗的患者中,66.7%的患者出现了相同的缓解深度(p = 0.5359, Fisher精确检验),但后者队列中有2例患者在该时间间隔内出现进展。在CAR-T治疗后1个月,接受OOS产品的患者MRD阴性频率有降低的趋势(p = 0.087)。然而,CAR-T后3个月MRD阴性骨髓结果的频率没有差异(p = 0.4327)(表S1)。在接受Cilta-cel治疗后的中位随访时间为1.4年,有2名OOS患者出现进展,而接受非规格产品治疗的患者只有4名。使用规格内产品的患者的中位PFS为1.34年,而使用OOS产品的患者的中位PFS为1.77年(p = 0.01)。 2166, log-rank检验)(图1A)。在OS方面,我们发现使用规格内产品的患者与输注中位数分别为1.34年和1.77年的OOS产品患者之间没有差异(p = 0.1668, log-rank检验)(图1B)。鉴于患者数量有限,我们将研究限制为可能影响PFS和OS的参数的单变量分析。表S2(针对PFS)和表S3(针对OS)报告了这些变化。Lmax对PFS和OS的影响得到了证实,但达到ALC &gt; 1 × 109/L对PFS (p = 0.1265)和OS (p = 0.1329)都不显著。然而,值得注意的是,两组患者的中位Lmax均为1 × 109/L(表1)。对于复发和难治性多发性骨髓瘤患者,CAR-T细胞的制造受到许多变量的影响,包括疾病状态、治疗路线、接受的治疗类型,以及可能还有其他未定义的特征。虽然在导致这些产品获批的关键性试验中,患者在不同的细胞剂量水平下都有反应[1-3],但OOS产品的定义并不局限于单独输注的细胞数量。描述还包括转导细胞的数量、CAR表达、淋巴细胞在体外刺激下扩增的能力、生存能力和功能。因此,CAR-T细胞的制造虽然标准化,但对患者之间的差异很敏感,有时会导致生产出不符合FDA发布标准的产品。然而,患者和临床医生通常别无选择,只能考虑使用该产品。因此,评估在实际临床实践中使用此类产品的结果是很重要的。在我们的实践中,30.1%的患者在研究期间使用了含有Cilta-cel的OOS产品,这一数字似乎高于Sidana等人报道的数字(19%)。我们的观察提供了保证,接受OOS产品的患者似乎与接受规格产品的患者具有相同的反应深度和持续时间。这里报告的应答率和预期PFS和OS与cilta- cell[6]最近的实际证据一致。我们的研究表明,虽然在输注OOS产品后早期,ALC动力学较慢,但最终,这些细胞似乎“赶上”了,许多患者能够在CAR-T后的前28天内达到ALC 1x109/L的临界阈值[7-9]。在一些研究中,这一因素已被证明是反应深度、PFS和OS的独立决定因素[10]。此外,CAR-T后最大ALC计数也与预后相关[7,9],在我们的研究中,最大ALC计数是预后的主要决定因素。我们的研究结果表明,虽然使用规格内产品的患者往往具有更高的Lmax,但两个队列的中位Lmax均远高于1.0 × 109/L(表1)。这就解释了为什么Lmax是一种预后指标,而ALC (1 × 109/L)对PFS和OS都失去了意义。我们最近发现肿瘤代谢活性(B2LR)是CAR-T治疗后骨髓瘤患者存活的独立预测因子。特别是,B2LR≤2.5与PFS和OS的预后极差相关,与EMD的存在等其他预后不良因素无关。在本队列患者中,两组患者B2LR值和B2LR≤2.5的频率均无差异。我们也没有发现两个队列在疾病生物学方面的任何其他差异,包括遗传风险、EMD的存在、LD化疗前的血清铁蛋白、CRP或LDH或CAR-T之前的治疗线数。虽然我们队列中的患者数量相对较少,需要其他组的确认,但迄今为止的数据令人放心,接受OOS cilta- cell治疗的患者可能对治疗有同样深刻和持久的反应。我们的患者队列根据当时接受的标准治疗接受cilta- cell,中位数为先前的四条治疗线。所有患者均暴露于免疫调节剂、蛋白酶体抑制剂和CD38抗体,所有患者对来那度胺均难治。根据FDA最近的批准,随着CAR-T疗法进入早期治疗阶段,OOS产品的使用频率可能会降低。然而,我们的观察提供了保证,这些产品是有效的,治疗后的中位随访时间为1.5年,在反应深度或结果方面没有差异。概念:Sarah Dingli, Paul Rothweiler, Arthur G. Erdman和David Dingli。数据提取与分析:David Dingli,稿件准备:Sarah Dingli和David Dingli。关键审查和最终手稿批准:Sarah Dingli, Paul Rothweiler, Arthur G. Erdman和David Dingli。 患者护理,手稿评审,手稿最终审定:Moritz Binder, Joselle Cook, Morie A. Gertz, Suzanne Hayman, Prashant Kapoor, Taxiarchis Kourelis, Shaji K. Kumar, Mustaqeem Siddiqui, Rahma Warsame, Yi Lin, David Dingli.S.D。’变为贬义词,M.B李鸿源,S.H,理学硕士,美国投资和A.G.E.没有披露。M.A.G: Ionis/Akcea的个人费用、Alnylam的酬金、Prothena的个人费用、Sanofi的个人费用、Janssen的个人费用、AbbVie &amp的数据安全监测委员会的个人费用;Arcellex,强生公司的费用;约翰逊,来自阿斯利康,Medscape, Dava肿瘤学。Alexion和NCI孢子MM孢子5P50 CA186781-04。P.K:安进、再生龙、百时美施贵宝、Loxo制药、Ichnos、Karyopharm、赛诺菲、艾伯维和葛兰素史克为该机构提供的临床试验研究资金支持。从Keosys获得荣誉,并在BeiGene、Mustang Bio、Janssen、pharmacyics、X4 Pharmaceuticals、Kite、Oncopeptides、Ascentage、Angitia Bio、GlaxoSmithKline、Sanofi和AbbVie的顾问委员会任职。t.k.:给机构的研究经费:辉瑞。S.K.K:咨询无个人付款:艾伯维、安进、ArcellX、百辰、BMS、Carsgen、GSK、杨森、K36、Moderna、辉瑞、Regeneron、罗氏基因泰克、赛诺菲、武田(个人付款):CVS Caremark、BD Biosciences。临床试验支持机构-艾伯维、安进、阿斯特拉-利康、BMS、Carsgen、GSK、Gracell Bio、杨森、Oricell、罗氏基因泰克、赛诺菲、武田、Telogenomics。Y.L:广告板块:杨森、赛诺菲、BMS、再生元、基因泰克、Tessera、Legend、NexT Therapeutics。指导委员会:Janssen, Kite/Gilead。研究:Janssen, BMS。科学顾问委员会:NexImmune, Caribou。数据安全监测委员会:辉瑞。博士:个人支付咨询:Alexion、Apellis、Argenyx、BMS、Janssen、Regeneron、Roche-Genentech、Omeros、Sanofi、Sorrento和武田。临床试验支持机构:K36 Therapeutics。这项研究是在梅奥诊所机构审查委员会批准后进行的。纳入本分析的所有患者均已提供书面知情同意书,同意将其医疗记录用于研究。作者声明无利益冲突。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Lymphocyte Kinetics and Outcomes of Chimeric Antigen Receptor T Cell Therapy in Multiple Myeloma With Out of Specification Products

Lymphocyte Kinetics and Outcomes of Chimeric Antigen Receptor T Cell Therapy in Multiple Myeloma With Out of Specification Products

The treatment of multiple myeloma has changed dramatically over the last two decades, fueled by a better understanding of disease biology and the identification of novel targets that led to the development of highly active therapeutics including monoclonal antibodies, bispecific antibodies and chimeric antigen receptor T cells (CAR-T) [1-6]. Except for CAR-T cells, all other therapeutics are manufactured and ready for use when the patient needs them. In contrast, the current state of CAR-T cells requires leukapheresis of the patient's own lymphocytes for manufacturing of a personalized product over the course of several weeks. Although the process for manufacturing is standardized and highly regulated, the state of the cells collected for manufacturing may vary and this can lead to the production of CAR-T cells that do not meet specification criteria as required by the Food and Drug Administration (FDA). The reasons for these out of specification (OOS) products may vary. However, often the patient and physician are compelled to proceed with the use of the product since therapeutic options may be limited. Therefore, it is important to determine whether the use of these OOS products is associated with any difference in outcomes, even though the data from the clinical trials that led to the approval of both idecabtagene vicleucel (Ide-cel, brand name Abecma) and ciltacabtagene autoleucel (Cilta-cel, brand name Carvykti) showed that patients may experience responses at doses considered to be “suboptimal” and below the thresholds required by the FDA [1-3]. We have compared the outcomes of patients who received products that were both according to specifications as well as OOS at our institution. The kinetics of lymphocyte recovery and various metrics that have been shown to impact response and durability are reported.

In the interval between June 2021 and September 2024, 134 patients have been treated with commercially approved CAR-T for multiple myeloma after their FDA approval. Only two patients treated with Ide-cel had an OOS product infused and therefore, this analysis is restricted to patients treated with Cilta-cel. We identified 22 (30.1%) patients who received OOS ciltacabtagene and 51 patients who received the in-spec product. The baseline demographic, clinical, and laboratory characteristics of these patients are summarized in Table S1. There were no significant differences in the patients' demographics, age, number of lines of therapy, cytogenetically (FISH defined high-risk disease), the presence of extramedullary disease (EMD), baseline serum ferritin, or CRP obtained prior to the start of LD chemotherapy. We also found no difference in the brain to liver glucose ratio (B2LR) determined by PET/CT before the start of LD chemotherapy of patients treated with in-spec or OOS product (p = 0.3324). Similarly, the fraction of patients with a B2LR ≤ 2.5 was similar (p = 0.2631), suggesting that the disease biology of the two cohorts was similar.

The incidence of CRS was 62.8% in patients receiving in-spec product and 45.5% with the OOS product, with no difference in CRS duration between the two groups. ICANS occurred in 5.9% of patients with the in-spec product and in 18.8% with the OOS product. The duration of ICANS was shorter in patients who received the OOS product (p = 0.0369).

Lymphocyte kinetics post CAR-T has been shown to influence outcomes after CAR-T [7-9]. We compared ALC kinetics in the two cohorts of patients. As can be seen from Table 1, there were significant differences in the ALC on various days early after CAR-T, and the recovery of the ALC was slower in patients who received an OOS product. This is also reflected in the estimated rate of lymphocyte replication (k) and doubling time (Table 1). The peak ALC achieved (Lmax) was also lower in patients with the OOS product. However, by day 15 after CAR-T, there appeared to be no difference between the two cohorts. Moreover, the proportion of patients who achieved an ALC > 1 × 109/L was similar across the two cohorts (p = 0.1277).

At 3 months after CAR-T, none of the patients who received in spec product had progressed, with 77.5% having a VGPR or better response. The same depth of response was seen in 66.7% of patients treated with the OOS product (p = 0.5359, Fisher exact test) but two patients in the latter cohort had progressed in that time interval. There was a trend for a lower frequency of MRD negativity at 1 month after CAR-T therapy in patients who received an OOS product (p = 0.087). However, there was no difference in the frequency of MRD negative bone marrow results at 3 months after CAR-T (p = 0.4327) (Table S1).

With a median follow up of 1.4 years since therapy with Cilta-cel, two patients with OOS product have progressed compared to four patients who received an in-spec product. The median PFS for patients with an in-spec product was 1.34 years, while those who received an OOS product have a median PFS of 1.77 years (p = 0.2166, log-rank test) (Figure 1A). With respect to OS, we found no difference between patients with in-spec versus OOS product infused with medians of 1.34 versus 1.77 years respectively (p = 0.1668, log-rank test) (Figure 1B).

Given the limited number of patients, we restricted our study to univariate analysis of parameters that could impact both PFS and OS. These are reported in Table S2 (for PFS) and Table S3 (for OS). The impact of Lmax on both PFS and OS was confirmed, but achieving an ALC > 1 × 109/L was not significant either for PFS (p = 0.1265) or for OS (p = 0.1329). However, it is pertinent to note that the median Lmax was > 1 × 109/L for both patient cohorts (Table 1).

Manufacturing of CAR-T cells for patients with relapsed and refractory multiple myeloma is influenced by many variables, including the disease state, lines of therapy, and types of therapy received [6] and perhaps as yet other undefined characteristics. Although in the pivotal trials leading to the approval of these products, patients had responses at various cell dose levels [1-3], the definition of OOS product is not restricted to the number of cells infused alone. The description also includes the number of transduced cells, CAR expression, the ability of the lymphocytes to expand in response to in vitro stimulation, viability, and function. Therefore, the manufacturing of CAR-T cells, while standardized, is sensitive to interpatient variability, leading at times to the generation of a product that does not meet FDA release criteria. However, patients and clinicians often have very little choice but to consider the use of the product regardless. As a result, it is important to evaluate the outcome of the use of such products in real-world clinical practice. In our practice, 30.1% of patients had an OOS product with Cilta-cel in the interval under study, which appears numerically higher than that reported by Sidana et al. (19%) [6].

Our observations provide reassurance that patients who receive an OOS product seem to have equal depth and duration of response as seen in patients who receive an in-spec product. The response rates and expected PFS and OS reported here are in line with recent real-world evidence for cilta-cel [6]. Our studies suggest that while early after the infusion of OOS product, ALC kinetics are slower, eventually, these cells appear to “catch up” and many patients are able to reach the critical threshold of an ALC > 1x109/L within the first 28 days after CAR-T [7-9]. This factor has been shown to be an independent determinant of depth of response, PFS and OS in several studies [9]. Moreover, the maximum ALC count after CAR-T also correlates with outcome [7, 9] and in our series, L max was a major determinant of outcome. Our results suggest that while patients with in-spec products tend to have a higher L max, the median Lmax for both cohorts is well above 1.0 × 109/L (Table 1). This explains why the Lmax is prognostic while the ALC > 1 × 109/L loses its significance with respect to both PFS and OS. We have recently shown the tumor metabolic activity (B2LR) is an independent predictor of survival in myeloma after CAR-T therapy [10]. In particular, a B2LR ≤ 2.5 was associated with a very poor prognosis with respect to both PFS and OS, independent of other poor prognostic factors such as the presence of EMD. In this cohort of patients, there was no difference in the value of B2LR or the frequency of B2LR ≤ 2.5 between the two groups. We also could not find any other difference in disease biology between the two cohorts, including genetic risk, the presence of EMD, the serum ferritin, CRP or LDH before LD chemotherapy or the number of lines of therapy prior to CAR-T.

Although the number of patients in our cohort is relatively small and will require confirmation by other groups, the data so far is reassuring that patients treated with OOS cilta-cel may have equally deep and durable responses to therapy. Our cohort of patients received cilta-cel based on the then accepted standard of care, with a median of four prior lines of therapy. All patients had been exposed to immunomodulatory agents, proteasome inhibitors, and CD38 antibodies, and all patients were refractory to lenalidomide. It is possible that as CAR-T moves to earlier lines of therapy, based on the more recent FDA approvals, the frequency of OOS products could decrease. However, our observations provide reassurance that such products are effective, with no difference in depth of response or outcomes with a median of 1.5 years of follow-up after therapy.

Concept: Sarah Dingli, Paul Rothweiler, Arthur G. Erdman, and David Dingli. Data abstraction and analysis: David Dingli, manuscript preparation: Sarah Dingli and David Dingli. Critical review and final manuscript approval: Sarah Dingli, Paul Rothweiler, Arthur G. Erdman, and David Dingli. Patient care, critical review of manuscript, final approval of manuscript: Moritz Binder, Joselle Cook, Morie A. Gertz, Suzanne Hayman, Prashant Kapoor, Taxiarchis Kourelis, Shaji K. Kumar, Mustaqeem Siddiqui, Rahma Warsame, Yi Lin, David Dingli.

S.D., P.R., M.B., J.C., S.H., M.S., R.W. and A.G.E. have no disclosures. M.A.G.: Personal fees from Ionis/Akcea, honorarium from Alnylam, personal fees from Prothena, personal fees from Sanofi, personal fees from Janssen, personal fees for Data Safety Monitoring board from AbbVie & Arcellex, fees from Johnson & Johnson, honoraria from AstraZeneca, Medscape, Dava Oncology. Alexion and NCI SPORE MM SPORE 5P50 CA186781-04. P.K.: Clinical trial support with research funding to the institution from Amgen, Regeneron, Bristol Myers Squibb, Loxo Pharmaceuticals, Ichnos, Karyopharm, Sanofi, AbbVie, and GlaxoSmithKline. Honorarium from Keosys and served on the Advisory Boards of BeiGene, Mustang Bio, Janssen, Pharmacyclics, X4 Pharmaceuticals, Kite, Oncopeptides, Ascentage, Angitia Bio, GlaxoSmithKline, Sanofi, and AbbVie. T.K.: Research funding to institution: Pfizer. S.K.K.: Consulting with no personal payment: AbbVie, Amgen, ArcellX, Beigene, BMS, Carsgen, GSK, Janssen, K36, Moderna, Pfizer, Regeneron, Roche-Genentech, Sanofi, Takeda (with personal payments): CVS Caremark, BD Biosciences. Clinical trial support to institution—AbbVie, Amgen, Astra Zeneca, BMS, Carsgen, GSK, Gracell Bio, Janssen, Oricell, Roche-Genentech, Sanofi, Takeda, Telogenomics. Y.L.: Ad Boards: Janssen, Sanofi, BMS, Regeneron, Genentech, Tessera, Legend, NexT Therapeutics. Steering Committees: Janssen, Kite/Gilead. Research: Janssen, BMS. Scientific Advisory Boards: NexImmune, Caribou. Data Safety Monitoring Board: Pfizer. D.D.: Consulting with personal payment: Alexion, Apellis, Argenyx, BMS, Janssen, Regeneron, Roche-Genentech, Omeros, Sanofi, Sorrento, and Takeda. Clinical trial support to institution: K36 Therapeutics.

This study was conducted after approval from the Institutional Review Board at Mayo Clinic. All patients included in this analysis had provided written informed consent for their medical record to be used in research.

The authors declare no conflicts of interest.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
15.70
自引率
3.90%
发文量
363
审稿时长
3-6 weeks
期刊介绍: The American Journal of Hematology offers extensive coverage of experimental and clinical aspects of blood diseases in humans and animal models. The journal publishes original contributions in both non-malignant and malignant hematological diseases, encompassing clinical and basic studies in areas such as hemostasis, thrombosis, immunology, blood banking, and stem cell biology. Clinical translational reports highlighting innovative therapeutic approaches for the diagnosis and treatment of hematological diseases are actively encouraged.The American Journal of Hematology features regular original laboratory and clinical research articles, brief research reports, critical reviews, images in hematology, as well as letters and correspondence.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信