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Tan IJ, Podwojniak A, Parikh A, Cohen BA. Precision Dermatology: A Review of Molecular Biomarkers and Personalized Therapies. Curr Issues Mol Biol 2024; 46:2975-2990. [PMID: 38666916 PMCID: PMC11049353 DOI: 10.3390/cimb46040186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 03/17/2024] [Accepted: 03/22/2024] [Indexed: 04/28/2024] Open
Abstract
The evolution of personalized medicine in dermatology signifies a transformative shift towards individualized treatments, driven by the integration of biomarkers. These molecular indicators serve beyond diagnostics, offering insights into disease staging, prognosis, and therapeutic monitoring. Specific criteria guide biomarker selection, ensuring attributes like specificity, sensitivity, cost feasibility, stability, rapid detection, and reproducibility. This literature review, based on data from PubMed, SCOPUS, and Web of Science, explores biomarkers in Hidradenitis Suppurativa (HS), Psoriasis, Atopic Dermatitis (AD), Alopecia Areata (AA), Vitiligo, and Chronic Spontaneous Urticaria (CSU). In HS, TNF-α, IL-1β, and MMPs serve as biomarkers, influencing targeted therapies like adalimumab and anakinra. Psoriasis involves biomarkers such as TNF-α, IL-23, and HLA genes, shaping treatments like IL23 and IL17 inhibitors. AD biomarkers include ECP, IL-4, IL-13, guiding therapies like dupilumab and tralokinumab. For AA, lipocalin-2, cytokines, and genetic polymorphisms inform JAK inhibitors' use. Vitiligo biomarkers range from cytokines to genetic markers like TYR, TYRP1, guiding treatments like JAK inhibitors. CSU biomarkers encompass IgE, cytokines, and autologous serum tests, influencing therapies like omalizumab and cyclosporine. Comparing conditions, common proinflammatory markers reveal limited specificity. While some biomarkers aid diagnosis and standard treatments, others hold more scientific than clinical value. Precision medicine, driven by biomarkers, has shown success in skin malignancies. Future directions involve AI-powered algorithms, nanotechnology, and multi-omics integration for personalized dermatological care.
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Affiliation(s)
- Isabella J. Tan
- Rutgers Robert Wood Johnson Medical School, 125 Paterson Steet, New Brunswick, NJ 08901, USA; (I.J.T.); (A.P.)
| | - Alicia Podwojniak
- Rowan-Virtua School of Osteopathic Medicine, 113 E Laurel Road, Stratford, NJ 08084, USA;
| | - Aarushi Parikh
- Rutgers Robert Wood Johnson Medical School, 125 Paterson Steet, New Brunswick, NJ 08901, USA; (I.J.T.); (A.P.)
| | - Bernard A. Cohen
- Department of Dermatology, The Johns Hopkins Hospital, Baltimore, MD 21287, USA
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2
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Armstrong A, Eyerich K, Conrad C, Zhu Y, Yang YW, Miller M, You Y, Shen YK, Foley P, Griffiths CEM, Strober B. Immunogenicity and pharmacokinetics of guselkumab among patients with moderate-to-severe psoriasis in VOYAGE-1 and VOYAGE-2. J Eur Acad Dermatol Venereol 2023; 37:e1375-e1379. [PMID: 37415560 DOI: 10.1111/jdv.19309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 06/27/2023] [Indexed: 07/08/2023]
Affiliation(s)
- A Armstrong
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - K Eyerich
- University of Freiburg, Baden-Württemberg, Germany
| | - C Conrad
- Lausanne University Hospital CHUV, Lausanne, Switzerland
| | - Y Zhu
- Janssen Research & Development, LLC, Spring House, Pennsylvania, USA
| | - Y-W Yang
- Immunology Global Medical Affairs, Janssen Pharmaceutical Companies of Johnson & Johnson, Horsham, Pennsylvania, USA
| | - M Miller
- Janssen Research & Development, LLC, Spring House, Pennsylvania, USA
| | - Y You
- Janssen Research & Development, LLC, Spring House, Pennsylvania, USA
| | - Y-K Shen
- Janssen Research & Development, LLC, Spring House, Pennsylvania, USA
| | - P Foley
- The University of Melbourne, St. Vincent's Hospital Melbourne and Probity Medical Research, Skin Health Institute, Carlton, Victoria, Australia
| | - C E M Griffiths
- Dermatology Centre, NIHR Manchester Biomedical Research Centre, University of Manchester, Manchester, UK
- King's College Hospital, King's College London, London, UK
| | - B Strober
- Yale University, New Haven, Connecticut, USA
- Central Connecticut Dermatology Research, Cromwell, Connecticut, USA
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3
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Xiang DC, Chen W, Fu ZW, Wu XH, Gao P, Wu Y. Adverse events of guselkumab in the real world: emerging signals to target preventive strategies from the FDA adverse event reporting system. Expert Opin Drug Saf 2023; 22:943-955. [PMID: 37294594 DOI: 10.1080/14740338.2023.2223956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 04/03/2023] [Indexed: 06/10/2023]
Abstract
BACKGROUND Guselkumab is an IL-23 inhibitor widely used for the treatment of moderate-to-severe plaque psoriasis. Our study aimed to characterize the profile of adverse events (AEs) associated with guselkumab from the FDA adverse event reporting system (FAERS). METHODS Disproportionality analysis including the proportional reporting ratio (PRR), the reporting odds ratio (ROR), the Bayesian confidence propagation neural network (BCPNN), and the multiitem gamma Poisson shrinker (MGPS) algorithms were used to assess the signals of guselkumab related AE. RESULTS A total of 22,950,014 reports were collected from the FAERS database, of which 24,312 reports regarding guselkumab as the 'primary suspected (PS)' AEs were identified. AEs induced by guselkumab were distributed in 27 organ systems. In this study, 205 significant disproportionality preferred terms (PTs) that matched four algorithms simultaneously were obtained for analysis. Unexpected significant AEs such as onychomadesis, malignant melanoma in situ, endometrial cancer, and erectile dysfunction were observed. CONCLUSION The clinical observed AEs, along with potential new AE signals associated with guselkumab were identified based on the analysis of FAERS data, which could provide valuable evidence for clinical monitoring, risk identification, and further safety studies of identification.
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Affiliation(s)
- Dao-Chun Xiang
- Department of Pharmacy, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- Personalized Drug Therapy Key Laboratory of Sichuan Province, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- Department of Pharmacy, the Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wei Chen
- Department of Pharmacy, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- Personalized Drug Therapy Key Laboratory of Sichuan Province, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- Wuhan Union Hospital of China, Huazhong University of Science and Technology, Wuhan, P. R. of China
| | - Zhi-Wen Fu
- Wuhan Union Hospital of China, Huazhong University of Science and Technology, Wuhan, P. R. of China
| | - Xin-Hua Wu
- Wuhan Union Hospital of China, Huazhong University of Science and Technology, Wuhan, P. R. of China
| | - Ping Gao
- Department of Pharmacy, Wuhan Children's Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yue Wu
- Department of Pharmacy, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- Personalized Drug Therapy Key Laboratory of Sichuan Province, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
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Vuyyuru SK, Shackelton LM, Hanzel J, Ma C, Jairath V, Feagan BG. Targeting IL-23 for IBD: Rationale and Progress to Date. Drugs 2023:10.1007/s40265-023-01882-9. [PMID: 37266801 DOI: 10.1007/s40265-023-01882-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/17/2023] [Indexed: 06/03/2023]
Abstract
Inflammatory bowel disease, including Crohn's disease and ulcerative colitis, comprises multiple complex immune-mediated disorders. Early diagnosis and prompt disease control may prevent long-term complications and hospitalization. The therapeutic options have expanded in the last two decades, with the development of biologics and small molecules targeting specific pathways implicated in inflammatory bowel disease pathogenesis. The interleukin (IL)-23/Th-17 axis is one such example. Targeting IL-12/23 is effective for the treatment of both moderate-to-severe Crohn's disease and ulcerative colitis, and ustekinumab (an IL-12/23p40 antagonist) is approved for both indications. In patients with psoriasis, improved clinical outcomes were observed with agents that more selectively targeted IL-23 (IL-23p19 antagonists) compared with those that target both IL-12 and IL-23. Many specific IL-23p19 antagonists are currently being investigated in Crohn's disease and ulcerative colitis, and risankizumab has been recently approved for moderate-to-severely active Crohn's disease. In this review, we summarize the mechanisms of action and the evidence from clinical trials supporting the efficacy and safety of IL-23p19 antagonists for the treatment of inflammatory bowel disease.
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Affiliation(s)
- Sudheer K Vuyyuru
- Department of Medicine, Division of Gastroenterology, Western University, London, ON, Canada
- Alimentiv Inc., London, ON, Canada
| | | | - Jurij Hanzel
- Alimentiv Inc., London, ON, Canada
- Department of Gastroenterology, UMC Ljubljana, University of Ljubljana, Ljubljana, Slovenia
| | - Christopher Ma
- Alimentiv Inc., London, ON, Canada
- Division of Gastroenterology and Hepatology, Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Vipul Jairath
- Department of Medicine, Division of Gastroenterology, Western University, London, ON, Canada
- Alimentiv Inc., London, ON, Canada
| | - Brian G Feagan
- Department of Medicine, Division of Gastroenterology, Western University, London, ON, Canada.
- Alimentiv Inc., London, ON, Canada.
- Department of Epidemiology and Biostatistics, Western University, London, ON, Canada.
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Pizano-Martinez O, Mendieta-Condado E, Vázquez-Del Mercado M, Martínez-García EA, Chavarria-Avila E, Ortuño-Sahagún D, Márquez-Aguirre AL. Anti-Drug Antibodies in the Biological Therapy of Autoimmune Rheumatic Diseases. J Clin Med 2023; 12:jcm12093271. [PMID: 37176711 PMCID: PMC10179320 DOI: 10.3390/jcm12093271] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 04/26/2023] [Accepted: 04/27/2023] [Indexed: 05/15/2023] Open
Abstract
Autoimmune rheumatic diseases are a cluster of heterogeneous disorders that share some clinical symptoms such as pain, tissue damage, immune deregulation, and the presence of inflammatory mediators. Biologic disease-modifying antirheumatic drugs are some of the most effective treatments for rheumatic diseases. However, their molecular and pharmacological complexity makes them potentially immunogenic and capable of inducing the development of anti-drug antibodies. TNF inhibitors appear to be the main contributors to immunogenicity because they are widely used, especially in rheumatoid arthritis. Immunogenicity response on these treatments is crucial since the appearance of ADAs has consequences in terms of safety and efficacy. Therefore, this review proposes an overview of the immunogenicity of biological agents used in autoimmune rheumatic diseases highlighting the prevalence of anti-drug antibodies.
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Affiliation(s)
- Oscar Pizano-Martinez
- Instituto de Investigación en Reumatología y del Sistema Músculo-Esquelético (IIRSME), Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
- Departamento de Morfología, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
- Cuerpo Académico UDG-CA-703, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
| | - Edgar Mendieta-Condado
- Laboratorio Estatal de Salud Pública (LESP), Secretaría de Salud Jalisco, Zapopan 46170, JAL, Mexico
| | - Mónica Vázquez-Del Mercado
- Instituto de Investigación en Reumatología y del Sistema Músculo-Esquelético (IIRSME), Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
- Cuerpo Académico UDG-CA-703, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
- Departamento de Biología Molecular y Genómica, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
| | - Erika Aurora Martínez-García
- Instituto de Investigación en Reumatología y del Sistema Músculo-Esquelético (IIRSME), Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
- Cuerpo Académico UDG-CA-703, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
- Departamento de Fisiología, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
| | - Efrain Chavarria-Avila
- Instituto de Investigación en Reumatología y del Sistema Músculo-Esquelético (IIRSME), Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
- Departamento de Disciplinas Filosófico, Metodológicas e Instrumentales, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
| | - Daniel Ortuño-Sahagún
- Departamento de Biología Molecular y Genómica, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
- Instituto de Investigación en Ciencias Biomédicas (IICB), Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
| | - Ana Laura Márquez-Aguirre
- Departamento de Biología Molecular y Genómica, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, JAL, Mexico
- Unidad de Biotecnología Médica y Farmacéutica, Centro de Investigación y Asistencia en Tecnología y Diseño del Estado de Jalisco A.C. (CIATEJ), Guadalajara 44270, JAL, Mexico
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Chen ML, Nopsopon T, Akenroye A. Incidence of Anti-Drug Antibodies to Monoclonal Antibodies in Asthma: A Systematic Review and Meta-Analysis. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. IN PRACTICE 2023; 11:1475-1484.e20. [PMID: 36716995 PMCID: PMC10601343 DOI: 10.1016/j.jaip.2022.12.046] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 12/23/2022] [Accepted: 12/30/2022] [Indexed: 01/29/2023]
Abstract
BACKGROUND Antidrug antibodies (ADAs) may worsen the efficacy and safety of biologics. However, little is known about the incidence of ADAs associated with the 6 biologics approved for the treatment of asthma in the United States. OBJECTIVE To elucidate the incidence of ADAs and their impact on reported clinical outcomes. METHODS Systematic review and meta-analyses of randomized controlled trials, open-label extension studies, and nonrandomized studies of biologics in patients with asthma indexed in PubMed, Embase, and CENTRAL between January 1, 2000, and July 9, 2022, were carried out. The primary outcomes were treatment-emergent ADAs (incidence) and ADA prevalence. RESULTS A total of 46 studies met the eligibility criteria. ADA incidence over follow-up was 2.91% (95% CI, 1.60-4.55) and was highest in the benralizumab studies (8.35%), with a risk ratio of 4.9 (2.69-8.92) when compared with placebo, and lowest in the omalizumab studies (0.00%). Incidence was 7.61% in the dupilumab studies, 4.39% in reslizumab, 3.63% in mepolizumab, and 1.12% in the tezepelumab studies. Incidence of neutralizing antibodies was 0.00% to 10.74% and was highest for benralizumab (7.12%). Incidence of neutralizing antibodies was higher in the benralizumab every 8 weeks (8.17%) versus every 4 weeks arms (5.81%). Results were consistent in subgroup analyses by study type and length of follow-up. CONCLUSIONS Approximately 2.9% of individuals in the included studies developed ADAs over study follow-up period. The incidence was highest in the benralizumab group and lowest in the omalizumab group. The subcutaneous route and longer dosing intervals were associated with higher ADA development.
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Affiliation(s)
- Ming-Li Chen
- Harvard T.H. Chan School of Public Health, Boston, Mass; Chung Shan Medical University, Taichung, Taiwan
| | - Tanawin Nopsopon
- Division of Allergy and Clinical Immunology, Brigham and Women's Hospital, Boston, Mass; Chulalongkorn University, Bangkok, Thailand
| | - Ayobami Akenroye
- Division of Allergy and Clinical Immunology, Brigham and Women's Hospital, Boston, Mass; Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Mass; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Md.
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Norden A, Oulee A, Munawar L, Javadi SS, Han G, Wu JJ. Anti-drug antibodies of IL-17 inhibitors for psoriasis: a systematic review. J DERMATOL TREAT 2022; 33:3080-3085. [PMID: 35972196 DOI: 10.1080/09546634.2022.2114288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
Abstract
Biologics may elicit the production of anti-drug antibodies (ADAs), the clinical significance of which is not fully understood. ADA development in psoriasis patients on IL-17 inhibitors was evaluated by incidence, impact on efficacy, and relationship with adverse events. We systematically searched PubMed, Cochrane, and Embase databases, identifying 456 references. 17 studies met inclusion criteria. ADA incidence was: 0% to 5.5% (secukinumab), 11% to 19.4% (ixekizumab), 0% to 3.3% (brodalumab), and 19% to 39% (bimekizumab). Neutralizing antibody incidence was: 0% to 1.5% (secukinumab), 0% to 3.5% (ixekizumab), and 0% (brodalumab). ADA presence alone with secukinumab, ixekizumab, and bimekizumab did not impact drug efficacy. Brodalumab was the only one of the IL-17 inhibitors, which showed a reduction in efficacy in ADA + patients. In one analysis, high ADA titers to ixekizumab were associated with diminished treatment response. ADAs to secukinumab and bimekizumab were not associated with adverse events. There were limited data on ADAs and safety with ixekizumab or brodalumab. Overall, when monitoring patients on secukinumab, ADAs, titers, and the presence of neutralizing antibodies were not prognostic of outcomes. However, monitoring for ADAs with brodalumab and measuring titers with ixekizumab may be of value clinically.
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Affiliation(s)
- Alexandra Norden
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Aislyn Oulee
- University of California Riverside School of Medicine, Riverside, CA, USA
| | | | | | - George Han
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Jashin J Wu
- Department of Dermatology, University of Miami Miller School of Medicine
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