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Mould DR, Upton RN, Wojciechowski J, Phan BL, Tse S, Dubinsky MC. Dashboards for Therapeutic Monoclonal Antibodies: Learning and Confirming. AAPS JOURNAL 2018; 20:76. [PMID: 29904814 DOI: 10.1208/s12248-018-0237-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Accepted: 05/25/2018] [Indexed: 02/08/2023]
Abstract
Inflammatory diseases (ID) are incurable, progressive diseases. Literature evidence cites increasing incidence of these diseases worldwide. When treatments with chemical immunosuppressive agents fail, patients are often treated with monoclonal antibodies (MAbs). However, MAb failure rates are generally high, with approximately half the patients being discontinued within 4 years, necessitating switching to another MAb. One potential cause of treatment failure is subtherapeutic exposure. Several studies demonstrated associations between trough MAb concentrations and clinical response, supporting the notion that improving drug exposure may result in improved outcomes. MAbs exhibit complex and highly variable pharmacokinetics in ID patients with numerous factors affecting clearance. Bayesian-guided dosing with dashboard systems is a new tool being investigated in the treatment of ID to reduce variability in exposure. Simulations suggest dashboards will be effective at maintaining patients at target troughs. However, when patients are dosed using doses or intervals outside those listed in prescribing information, there is concern that patients may have drug exposures beyond or below the ranges found to be safe and efficacious. This manuscript reviews the rationale behind dashboard development, evaluations of expected performance, and a simulated assessment of MAb exposure with dashboard-based dosing versus dosing based on the prescribing information. We introduce the concept of pharmacologic equivalence-if patients are dosed based on individual pharmacokinetics, the resulting exposure is consistent with exposures achieved using labeled dosing. We further show that dashboard-based dosing results in observed exposures that are generally contained within the range of exposures achieved with labeled dosing.
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Affiliation(s)
- Diane R Mould
- Projections Research Inc., 535 Springview Lane, Phoenixville, Pennsylvania, 19460, USA.
| | - Richard N Upton
- Projections Research Inc., 535 Springview Lane, Phoenixville, Pennsylvania, 19460, USA.,Australian Centre for Pharmacometrics, University of South Australia, Adelaide, SA, 5000, Australia
| | | | - Becky L Phan
- Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA
| | - Stacy Tse
- Mount Sinai Hospital, New York, New York, 10029, USA
| | - Marla C Dubinsky
- Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA
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Levy RA, Guzman R, Castañeda-Hernández G, Martinez-Vazquez M, Damian G, Cara C. Biology of anti-TNF agents in immune-mediated inflammatory diseases: therapeutic implications. Immunotherapy 2016; 8:1427-1436. [PMID: 27737604 DOI: 10.2217/imt-2016-0067] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Biologics are increasingly being used to modify the course of immune-mediated inflammatory diseases. Some main agents are monoclonal antibodies and a fusion-protein that target TNF. This group includes adalimumab, infliximab, certolizumab pegol, golimumab and etanercept. Although the efficacy of anti-TNFs is supported by numerous randomized clinical trials, their pharmacokinetics depend on many factors, in particular immunogenicity, which can cause marked and rapid clearance and a consequent decrease in efficacy. Kinetics involve receptors that recognize the Fc fragment of the antibody and are responsible for various processes. Pharmacological advances permit optimizing the pharmacokinetics of anti-TNFs. In this review, we examine the kinetics of anti-TNF biologics, and consequent therapeutic implications, and overview some latest developments in the field. First draftsubmitted: 17 May 2016; Accepted for publication: 15 September2016; Published online: 14 October 2016.
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Affiliation(s)
- Roger A Levy
- Discipline of Rheumatology, State University of Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Gilberto Castañeda-Hernández
- Departamento de Farmacología, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de México, Mexico
| | - Manuel Martinez-Vazquez
- Gastroenterology Service, Dr José Eleuterio González University Hospital, Monterrey, Nuevo León, Mexico
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Mould DR, D'Haens G, Upton RN. Clinical Decision Support Tools: The Evolution of a Revolution. Clin Pharmacol Ther 2016; 99:405-18. [PMID: 26785109 DOI: 10.1002/cpt.334] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Revised: 01/06/2016] [Accepted: 01/07/2016] [Indexed: 12/23/2022]
Abstract
Dashboard systems for clinical decision support integrate data from multiple sources. These systems, the newest in a long line of dose calculators and other decision support tools, utilize Bayesian approaches to fully individualize dosing using information gathered through therapeutic drug monitoring. In the treatment of inflammatory bowel disease patients with infliximab, dashboards may reduce therapeutic failures and treatment costs. The history and future development of modern Bayesian dashboard systems is described.
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Affiliation(s)
- D R Mould
- Projections Research Inc., Phoenixville, Pennsylvania, USA
| | - G D'Haens
- Inflammatory Bowel Disease Centre Academic Medical Centre 1105 AZ, Amsterdam, The Netherlands
| | - R N Upton
- Projections Research Inc., Phoenixville, Pennsylvania, USA.,Australian Centre for Pharmacometrics and Sansom Institute, School of Pharmacy and Medical Sciences, University of South Australia, South Australia, Australia
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Mould DR, Dubinsky MC. Dashboard systems: Pharmacokinetic/pharmacodynamic mediated dose optimization for monoclonal antibodies. J Clin Pharmacol 2015; 55 Suppl 3:S51-9. [PMID: 25707964 DOI: 10.1002/jcph.370] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2014] [Revised: 07/18/2014] [Accepted: 07/18/2014] [Indexed: 12/15/2022]
Abstract
Many marketed drugs exhibit high variability in exposure and response. While these drugs are efficacious in their approved indications, finding appropriate dose regimens for individual patients is not straightforward. Similar dose adjustment problems are also seen with drugs that have a complex relationship between exposure and response and/or a narrow therapeutic window. This is particularly true for monoclonal antibodies, where prolonged dosing at a sub-therapeutic dose can also elicit anti-drug antibodies which will further compromise safety and efficacy. Thus, finding appropriate doses quickly would represent a substantial improvement in healthcare. Dashboard systems, which are decision-support tools, offer an improved, convenient means of tailoring treatment for individual patients. This article reviews the clinical need for this approach, particularly with monoclonal antibodies, the design, development, and testing of such systems, and the likely benefits of dashboard systems in clinical practice. We focus on infliximab for reference.
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Abstract
Infectious complications remain a significant issue in the care of patients with hematologic malignancies. Inherent immune defects related to the primary disease process are present in patients with disorders such as chronic lymphocytic leukemia, multiple myeloma, hairy cell leukemia, and Hodgkin lymphoma. Therapy-related immunosuppression is also commonplace in these patients. This includes not only treatment-related neutropenia, but also defects in cell-mediated immunity, such as those that occur with purine analog therapy. In this chapter, we will review the pathogenesis of infection in these disorders, as well as the spectrum of infectious complications seen and suggested strategies for the prevention of infection.
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Mould DR, Green B. Pharmacokinetics and pharmacodynamics of monoclonal antibodies: concepts and lessons for drug development. BioDrugs 2010; 24:23-39. [PMID: 20055530 DOI: 10.2165/11530560-000000000-00000] [Citation(s) in RCA: 157] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Monoclonal antibodies (mAbs) have complex pharmacology; pharmacokinetics and pharmacodynamics depend on mAb structure and target antigen. mAbs targeting soluble antigens often exhibit linear pharmacokinetic behavior, whereas mAbs targeting cell surface antigens frequently exhibit nonlinear behavior due to receptor-mediated clearance. Where nonlinear kinetics exist, clearance can change due to receptor loss following repeated dosing and/or disease severity. mAb pharmacodynamics are often indirect, with delayed clinically relevant outcomes. This behavior provides challenges during clinical development; studies must be carefully planned to account for complexities specific to each agent. Selection of a starting dose for human studies can be difficult. Species differences in pharmacology need to be considered. Various metrics are available for scaling from animals to humans. Optimal dose selection should ensure uniform mAb exposure across all individuals. Traditional approaches such as flat dosing and variable dosing based upon body surface area or weight should be supported by pharmacokinetic and pharmacodynamic behavior, including target antigen and concurrent disease states. The use of loading doses or dose adjustments to improve clinical response is also a consideration. The evaluation of drug interactions requires innovative designs. Due to the pharmacokinetic properties of mAbs, interacting drugs may need to be administered for protracted periods. Consequently, population pharmacokinetic and pharmacodynamic model-based approaches are often implemented to evaluate mAb drug interactions.
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Affiliation(s)
- Diane R Mould
- Projections Research Inc., Phoenixville, Pennsylvania 19460, USA.
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Good RA, Gabrielsen AE, Cooper MD, Peterson RDA. THE ROLE OF THE THYMUS AND BURSA OF FABRICIUS IN THE DEVELOPMENT OF EFFECTOR MECHANISMS*. Ann N Y Acad Sci 2006. [DOI: 10.1111/j.1749-6632.1966.tb12847.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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GOOD RA, BRIDGES RA, CONDIE RM. Host-parasite relationships in patients with dysproteinemias. BACTERIOLOGICAL REVIEWS 1998; 24:115-32. [PMID: 13851028 PMCID: PMC441041 DOI: 10.1128/br.24.1.115-132.1960] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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DANCASTER CP, HUSSAIN OA, JACKSON WP. Clinical features of multiple myeloma. A review of the clinical manifestations and laboratory investigations in 40 cases. Postgrad Med J 1998; 35:662-7. [PMID: 13813930 PMCID: PMC2502033 DOI: 10.1136/pgmj.35.410.662] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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CONE L, UHR JW. IMMUNOLOGICAL DEFICIENCY DISORDERS ASSOCIATED WITH CHRONIC LYMPHOCYTIC LEUKEMIA AND MULTIPLE MYELOMA. J Clin Invest 1996; 43:2241-8. [PMID: 14234820 PMCID: PMC289652 DOI: 10.1172/jci105098] [Citation(s) in RCA: 165] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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Brochier J, Legouffe E, Liautard J, Gaillard JP, Mao LQ, Bataille R, Rossi JF, Klein B. Immunomodulating IL-6 activity by murine monoclonal antibodies. INTERNATIONAL JOURNAL OF IMMUNOPHARMACOLOGY 1995; 17:41-8. [PMID: 7782152 DOI: 10.1016/0192-0561(94)00076-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
The human anti-mouse immunoglobulin antibody (HAMA) response, which occurs frequently after injection of murine monoclonal antibodies (MAb) directed against cellular targets, has been reported extensively in several studies. We analysed here HAMA in 12 patients (six with multiple myeloma, MM, and six with metastatic renal cell carcinoma, MRCC) who were treated with B-E8, an IgG1 MAb against interleukin-6 (IL-6). Efficiency of the treatment was evidenced by the drop in the serum levels of C reactive protein (CRP), of which the in vivo production is under the control of IL-6. Three patients with MM and the six patients with MRCC became immunized to the injected MAb. HAMA appeared between days 7 and 15 after the beginning of the treatment. The nine patients made IgG antibodies; four also made IgM. All of immunized patients made anti-idiotype antibodies specific to B-E8. Two of them also developed HAMA directed to murine IgG1 isotype; in these two patients B-E8 MAb cleared rapidly from the circulation with loss of treatment efficiency. In the patients who developed only anti-idiotype antibodies, serum levels of B-E8 remained unchanged and CRP production remained inhibited, indicating that treatment efficiency was not affected by the presence of HAMA. Circulating B-E8 MAb were still able to bind to IL-6 and to inhibit IL-6-independent proliferation despite the presence of anti-idiotypic HAMA. Therefore, in contrast to HAMA against MAb directed against cellular targets, HAMA against anti-IL-6 MAb idiotopes led neither to clearance nor to functional inactivation of the injected MAb.(ABSTRACT TRUNCATED AT 250 WORDS)
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Legouffe E, Liautard J, Gaillard JP, Rossi JF, Wijdenes J, Bataille R, Klein B, Brochier J. Human anti-mouse antibody response to the injection of murine monoclonal antibodies against IL-6. Clin Exp Immunol 1994; 98:323-9. [PMID: 7955540 PMCID: PMC1534395 DOI: 10.1111/j.1365-2249.1994.tb06145.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
We analysed human anti-mouse antibodies (HAMA) in 12 patients (six with multiple myeloma (MM) and six with metastatic renal cell carcinoma (MRCC) who were treated with B-E8, an IgG1 MoAb against IL-6. Efficiency of the treatment was evidenced by the drop in the serum levels of C-reactive protein (CRP), the in vivo production of which is under the control of IL-6. Three patients with MM and the six patients with MRCC became immunized to the injected MoAb. HAMA appeared between days 7 and 15 after the beginning of the treatment. The nine patients made IgG antibodies; four also made IgM. All immunized patients made anti-idiotype antibodies specific to B-E8. Two of them also developed HAMA directed to murine IgG1 isotype; in these two patients B-E8 MoAb cleared rapidly from the circulation with loss of treatment efficiency. In the patients who developed only anti-idiotype antibodies, serum levels of B-E8 remained unchanged and CRP production remained inhibited, indicating that treatment remained efficient in the presence of HAMA. Circulating B-E8 MoAbs were still able to bind to IL-6 and to inhibit IL-6-dependent proliferation despite the presence of anti-idiotypic HAMA. Therefore, in contrast to HAMA produced against MoAb directed against cellular targets, HAMA against anti-IL-6 MoAb idiotopes led neither to clearance nor to functional inactivation of the injected MoAb. This was further shown by resuming the B-E8 treatment with success in a patient who still had anti-idiotypic HAMA.
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Abstract
Patients with MM are at an increased risk for life-threatening bacterial infections, primarily by organisms that require opsonization for interaction with granulocytes. In the present study we used a neutrophil chemiluminescence (CL) assay of opsonization to explore the opsonic activity of MM-Ig for zymosan particles. Particles were treated with serum lacking in Ig to explore the contribution of Ig to zymosan opsonization. This serum was found to have 69 +/- 2.6% (X +/- SEM) of the opsonic activity of normal serum (P less than .001). Normal serum concentrations of normal IgG, MM-IgG, and MM-IgA all lacked opsonic activity for zymosan. However, when particles were treated with Nl-IgG, MM-IgG, or MM-IgA as well as complement, normal opsonic activity was generated. Increasing the concentration of the Ig to stimulate MM serum did not inhibit this opsonic activity. Thus both MM-IgG and MM-IgA can function as normal, nonspecific opsonins.
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Abstract
Thirteen patients with plasma cell dyscrasias and 27 healthy adults were immunized with polyvalent pneumococcal vaccine. Antibody responses were determined by radioimmunoassay. Patients with plasma cell disorders had significantly lower preimmunization and postimmunization antibody titers compared with those of the controls (P-0.01 abd 0.008, respectively). Even though the overall response in myeloma patients was poor, occasional rises in antibody titers occurred. Immunizing myeloma patients with the pneumococcal vaccine is recommended.
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Abstract
Multiple myeloma is often associated with humoral immunodepression in both man and mouse. When mice bearing the humorally immunodepressive plasmacytomas TEPC-183 and SPQC-11 were injected with SRBC, the rise of serum haemolysins was significantly less than that of non-tumour-bearing mice. Mice with the plasmacytomas MPC-11 and MOPC-315 have an antibody response similar to normal mice when injected with SRBC. Following immunization, normal mice and those bearing MPC-11 showed a 2- to 3-fold increase in total spleen lymphocytes. Mice bearing TEPC-183 or SPQC-11, the plasmacytomas causing an impaired antibody response, has significant increase in spleen lymphocytes under the same conditions. Mice bearing MOPC-315 had a very high initial count of spleen lymphocytes, which did not further increase upon immune stimulation.Incubation of lymphocytes from plasmacytoma-bearing mice with PHA did not produce an increase in TdR incorporation and in some cases even caused a decrease in TdR incorporation.Lymphocytes from mice bearing TEPC-183, SPQC-11, and MOPC-315 incorporated less TdR in response to LPS than did normal mice. On the other hand, mice bearing MPC-11 incorporated about as much TdR as did normal mice following LPS stimulation. Thus, the defect in the ability to respond to LPS in vitro correlated with the lack of an increase of spleen lymphocytes in mice bearing these tumours following antigenic stimulation in vivo.No immunodepressive properties of serum from mice with plasmacytoma could be detected.
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Abstract
The clinical features of a patient with macroglobulinemia and pneumococcal erysipelas are presented. The cellular and humoral factors generated by the host to contain acute pneumococcal tissue invasion are described, and their activities in patients with plasma cell dyscrasias are discussed.
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Wetter O. [Paraproteins as the product of clonal immune proliferation--a contribution to the immunology and oncology of monoclonal proteins (author's transl)]. KLINISCHE WOCHENSCHRIFT 1973; 51:889-99. [PMID: 4128411 DOI: 10.1007/bf01468063] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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Waller M, Moon JH, Irby R, Toone EC. The effect of 1-phenylalanine mustard on anti-globulin antibodies in multiple myeloma. Clin Exp Immunol 1971; 8:91-100. [PMID: 4993198 PMCID: PMC1712912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
An immunochemical and serological study of a patient with rheumatoid arthritis who developed multiple myeloma and was treated with 1-phenylalanine mustard showed a striking difference in the effect of this drug on the rapidly dividing cells, as opposed to the resting plasma cells. The titres of anti-globulin antibodies such as the IgG serum agglutinators and the IgM rheumatoid factors were little altered although the IgG myeloma spike has disappeared following therapy. Fractionation of two different serum samples from 1966 and 1970 showed the IgG paraprotein to be serologically inactive for anti-globulin activity. This paraprotein was also characterized by producing only a single IgG precipitin line with horse anti-human whole serum antibody while the normal IgG globulins always showed a double line.
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Harter F, Schwick HG, Störiko K. [Demonstration of antistaphylococcal-alpha-hemolysin by means of stable antigen]. KLINISCHE WOCHENSCHRIFT 1965; 43:1114-7. [PMID: 5866785 DOI: 10.1007/bf01734188] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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FAHEY JL, SCOGGINS R, UTZ JP, SZWED CF. INFECTION, ANTIBODY RESPONSE AND GAMMA GLOBULIN COMPONENTS IN MULTIPLE MYELOMA AND MACROGLOBULINEMIA. Am J Med 1963; 35:698-707. [PMID: 14076022 DOI: 10.1016/0002-9343(63)90140-2] [Citation(s) in RCA: 183] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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FAHEY JL. Serum protein disorders causing clinical symptoms in malignant neoplastic disease. ACTA ACUST UNITED AC 1963; 16:703-12. [PMID: 14047259 DOI: 10.1016/0021-9681(63)90006-7] [Citation(s) in RCA: 33] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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BALDRY PE, ROYDS JE. Respiratory infections in myelomatosis. Thorax 1961; 16:291-6. [PMID: 13864328 PMCID: PMC1018639 DOI: 10.1136/thx.16.3.291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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DAGNALL P. A crystalline human plasma precipitate. Clin Chim Acta 1957; 2:173-8. [PMID: 13461301 DOI: 10.1016/0009-8981(57)90098-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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CRAMER R, FRANZEN S. On the absence of a cytopathogenic effect of the three poliovirus types on plasmocytoma cells and macrophages in bone marrow cultures. Arch Virol 1957; 7:461-70. [PMID: 13521960 DOI: 10.1007/bf01241962] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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LAWSON HA, STUART CA, PAULL AM, PHILIPS AM, PHILIPS RW. Observations on the antibody content of the blood in patients with multiple myeloma. N Engl J Med 1955; 252:13-8. [PMID: 13223971 DOI: 10.1056/nejm195501062520103] [Citation(s) in RCA: 59] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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