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Saberi SA, Cheng D, Nambudiri VE. Antibody-drug conjugates: A review of cutaneous adverse effects. J Am Acad Dermatol 2024; 91:922-931. [PMID: 39047980 DOI: 10.1016/j.jaad.2024.07.1463] [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: 02/14/2024] [Revised: 06/30/2024] [Accepted: 07/16/2024] [Indexed: 07/27/2024]
Abstract
Antibody-drug conjugates (ADCs) are an emerging class of anticancer agents that combine targeting antibodies with potent cytotoxic agents. Their molecular configuration allows for increased therapeutic efficacy and reduced adverse-effect profiles compared to monoclonal antibodies or cytotoxic chemotherapy alone. ADCs cause off-target toxicities through several mechanisms, including premature deconjugation of the cytotoxic agent in the serum and the presence of the targeted antigen on normal tissues. Given cutaneous adverse events comprise 31.3% of all-grade adverse events in clinical trials involving ADCs, dermatologists are increasingly called upon to manage the cutaneous toxicities caused by these drugs. In this review, we summarize known cutaneous toxicities of the ADCs that have been approved for use by the US Food and Drug Administration to date. Dermatologists can play a key role in recognizing cutaneous reactions associated with ADCs, contributing to guidelines for their management, and aiding during clinical trials to generate detailed morphologic and histopathologic descriptions of cutaneous toxicities caused by ADCs.
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Affiliation(s)
- Shahin A Saberi
- Department of Dermatology, Brigham and Women's Hospital, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Debby Cheng
- Department of Dermatology, Brigham and Women's Hospital, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Vinod E Nambudiri
- Department of Dermatology, Brigham and Women's Hospital, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts.
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2
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Nathan P, Rajeh A, Noor M, Boldt G, Fernandes R. Antibody-Drug Conjugates in the Treatment of Genitourinary Cancers: An Updated Review of Data. Curr Oncol 2024; 31:2316-2327. [PMID: 38668075 PMCID: PMC11049516 DOI: 10.3390/curroncol31040172] [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: 02/25/2024] [Revised: 04/14/2024] [Accepted: 04/14/2024] [Indexed: 04/28/2024] Open
Abstract
The treatment landscape of genitourinary cancers has significantly evolved over the past few years. Renal cell carcinoma, bladder cancer, and prostate cancer are the most common genitourinary malignancies. Recent advancements have produced new targeted therapies, particularly antibody-drug conjugates (ADCs), due to a better understanding of the underlying oncogenic factors and molecular mechanisms involved. ADCs function as a 'drug delivery into the tumor' system. They are composed of an antigen-directed antibody linked to a cytotoxic drug that releases cytotoxic components after binding to the tumor cell's surface antigen. ADCs have been proven to be extremely promising in the treatment of several cancer types. For GU cancers, this novel treatment has only benefited patients with metastatic urothelial cancer (mUC). The rest of the GU cancer paradigm does not have any FDA-approved ADC treatment options available yet. In this study, we have thoroughly completed a narrative review of the current literature and summarized preclinical studies and clinical trials that evaluated the utility, activity, and toxicity of ADCs in GU cancers, the prospects of ADC development, and the ongoing clinical trials. Prospective clinical trials, retrospective studies, case reports, and scoping reviews were included.
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Affiliation(s)
- Prathana Nathan
- Department of Internal Medicine, Schulich School of Medicine & Dentistry, Western University, London, ON N6A 5C1, Canada
| | - Adnan Rajeh
- Division of Medical Oncology, Department of Oncology, Schulich School of Medicine & Dentistry, Western University, London, ON N6A 5C1, Canada;
| | - Meh Noor
- Department of Internal Medicine, Schulich School of Medicine & Dentistry, Western University, London, ON N6A 5C1, Canada
| | - Gabriel Boldt
- London Regional Cancer Program, Victoria Hospital, London Health Sciences Centre, London, ON N6A 5W9, Canada;
| | - Ricardo Fernandes
- Division of Medical Oncology, Department of Oncology, Schulich School of Medicine & Dentistry, Western University, London, ON N6A 5C1, Canada;
- Cancer Research Laboratory Program, Lawson Health Research Institute, London, ON N6C 2R5, Canada
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3
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Khanjar B, Sejdiu Z, Mitre M, Mancebo S, Magro C, Harp J. Enfortumab vedotin toxic epidermal necrolysis-like blistering dermatosis: A case series and review of the literature. JAAD Case Rep 2024; 43:40-50. [PMID: 38125967 PMCID: PMC10731592 DOI: 10.1016/j.jdcr.2023.10.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2023] Open
Affiliation(s)
- Bushra Khanjar
- Department of Dermatology and Venerology, Hamad Medical Corporation, Doha, Qatar
| | - Zane Sejdiu
- Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Mariela Mitre
- Division of Dermatology, Hackensack Meridian School of Medicine, Hackensack University Medical Center, Nutley, New Jersey
| | - Silvia Mancebo
- Department of Dermatology, Weill Cornell Medicine, New York, New York
| | - Cynthia Magro
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York
| | - Joanna Harp
- Department of Dermatology, Weill Cornell Medicine, New York, New York
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4
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Haynes D, Morgan EE, Chu EY. Cutaneous adverse reactions resulting from targeted cancer therapies: histopathologic and clinical findings. Hum Pathol 2023; 140:129-143. [PMID: 37146945 DOI: 10.1016/j.humpath.2023.04.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 04/19/2023] [Accepted: 04/26/2023] [Indexed: 05/07/2023]
Abstract
Targeted cancer treatments-designed to interfere with specific molecular signals responsible for tumor survival and progression-have shown benefit over conventional chemotherapies but may lead to diverse cutaneous adverse effects. This review highlights clinically significant dermatologic toxicities and their associated histopathologic findings, resulting from various targeted cancer drugs. Case reports and series, clinical trials, reviews, and meta-analyses are included for analysis and summarized herein. Cutaneous side effects resulting from targeted cancer therapies were reported with incidences as high as 90% for certain medications, and reactions are often predictable based on mechanism(s) of action of a given drug. Common and important reaction patterns included: acneiform eruptions, neutrophilic dermatoses, hand-foot skin reaction, secondary cutaneous malignancies, and alopecia. Clinical and histopathologic recognition of these toxicities remains impactful for patient care.
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Affiliation(s)
- Dylan Haynes
- Department of Dermatology, Hospital of the University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Eric E Morgan
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, 19104 USA
| | - Emily Y Chu
- Department of Dermatology, Hospital of the University of Pennsylvania, Philadelphia, PA, 19104, USA.
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5
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Seervai RNH, Friske SK, Chu EY, Phillips R, Nelson KC, Huen A, Cho WC, Aung PP, Torres-Cabala CA, Prieto VG, Curry JL. The diverse landscape of dermatologic toxicities of non-immune checkpoint inhibitor monoclonal antibody-based cancer therapy. J Cutan Pathol 2023; 50:72-95. [PMID: 36069496 DOI: 10.1111/cup.14327] [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: 04/27/2022] [Revised: 08/30/2022] [Accepted: 09/04/2022] [Indexed: 01/03/2023]
Abstract
BACKGROUND Since their first approval 25 years ago, monoclonal antibodies (mAbs) have become important targeted cancer therapeutics. However, dermatologic toxicities associated with non-immune checkpoint inhibitor (non-ICI) mAbs may complicate the course of cancer treatment. Data on the incidence and types of these reactions are limited. METHODS A comprehensive review was conducted on dermatologic toxicities associated with different classes of non-ICI mAbs approved for treatment of solid tumors and hematologic malignancies. The review included prospective Phase 1, 2, and 3 clinical trials; retrospective literature reviews; systematic reviews/meta-analyses; and case series/reports. RESULTS Dermatologic toxicities were associated with several types of non-ICI mAbs. Inflammatory reactions were the most common dermatologic toxicities, manifesting as maculopapular, urticarial, papulopustular/acneiform, and lichenoid/interface cutaneous adverse events (cAEs) with non-ICI mAbs. Immunobullous reactions were rare and a subset of non-ICI mAbs were associated with the development of vitiligo cAEs. CONCLUSION Dermatologic toxicities of non-ICI mAbs are diverse and mostly limited to inflammatory reactions. Awareness of the spectrum of the histopathologic patterns of cAE from non-ICI mAbs therapy is critical in the era of oncodermatology and oncodermatopathology.
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Affiliation(s)
- Riyad N H Seervai
- Internal Medicine Residency Program, Providence Portland Medical Center, Portland, Oregon, USA.,Medical Scientist Training Program, Baylor College of Medicine, Houston, Texas, USA.,Department of Dermatology, Baylor College of Medicine, Houston, Texas, USA
| | - Sarah K Friske
- Department of Dermatology, Baylor College of Medicine, Houston, Texas, USA
| | - Emily Y Chu
- Department of Dermatology, The University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Rhea Phillips
- Department of Dermatology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Kelly C Nelson
- Department of Dermatology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Auris Huen
- Department of Dermatology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Woo Cheal Cho
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Phyu P Aung
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Carlos A Torres-Cabala
- Department of Dermatology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.,Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Victor G Prieto
- Department of Dermatology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.,Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jonathan L Curry
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.,Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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6
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Wong RL, Yu EY. Enfortumab vedotin in the treatment of urothelial cancers and beyond. Future Oncol 2022; 18:3067-3084. [PMID: 36004667 DOI: 10.2217/fon-2022-0328] [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: 11/21/2022] Open
Abstract
Enfortumab vedotin (EV) is the first antibody-drug conjugate approved for locally advanced or metastatic urothelial cancers (la/mUCs), a disease group historically associated with limited prognosis and therapeutic options. EV consists of monomethyl auristatin E, a microtubule-disrupting agent linked to an antibody targeting Nectin-4. In clinical trials, EV demonstrated high response rates and superior survival in the third-line setting for la/mUC compared with chemotherapy. Peripheral neuropathy and rash were among the most common serious adverse events. EV is currently approved in multiple countries for the treatment of la/mUC in the later-line setting. Ongoing trials seek to expand the indication for EV and to study therapeutic combinations with other agents.
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Affiliation(s)
- Risa L Wong
- University of Pittsburgh, 4200 Fifth Ave, Pittsburgh, PA 15260, USA.,UPMC Hillman Cancer Center, 5115 Centre Ave, Pittsburgh, PA 15232, USA.,Palliative Research Center, 230 McKee Place Suite 600, Pittsburgh, PA 15213, USA
| | - Evan Y Yu
- University of Washington, 1400 NE Campus Parkway, Seattle, WA 98195, USA.,Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA 98109, USA
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7
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Penny CL, Quow K, Rundle CW, Al-Rohil RN, Cardones AR, Kheterpal MK, Fresco AI. Clinical and direct immunofluorescence characteristics of cutaneous toxicity associated with enfortumab vedotin. Br J Dermatol 2022; 187:126-127. [PMID: 35048357 DOI: 10.1111/bjd.21022] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 01/04/2022] [Accepted: 01/15/2022] [Indexed: 11/02/2022]
Abstract
Enfortumab vedotin (EV), a novel antibody-drug conjugate approved for metastatic urothelial carcinoma, causes a variety of cutaneous adverse reactions. We present two cases of bullous eruptions following treatment with EV, both demonstrating IgG deposition on direct immunofluorescence (DIF) correlating to the location of nectin-4 in the epidermis. This suggests that the IgG component of EV binding to nectin-4 in keratinocytes is likely a primary contributor to the high rates of cutaneous toxicity.
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Affiliation(s)
| | - Krystina Quow
- Department of Dermatology, Duke University Medical Center, Durham, NC, USA
| | - Chandler W Rundle
- Department of Dermatology, Duke University Medical Center, Durham, NC, USA
| | - Rami N Al-Rohil
- Department of Dermatology, Duke University Medical Center, Durham, NC, USA
- Department of Pathology, Duke University Medical Center, Durham, NC, USA
| | - Adela R Cardones
- Department of Dermatology, Duke University Medical Center, Durham, NC, USA
| | - Meenal K Kheterpal
- Department of Dermatology, Duke University Medical Center, Durham, NC, USA
| | - Amber I Fresco
- Department of Dermatology, Duke University Medical Center, Durham, NC, USA
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8
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Oya K, Nakamura Y, Kimura T, Nishiyama H, Fujisawa Y. Keratinocyte apoptosis was present in clinically intact skin in a patient treated with enfortumab vedotin. Eur J Cancer 2022; 167:172-174. [PMID: 35341664 DOI: 10.1016/j.ejca.2022.02.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 02/22/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Kazumasa Oya
- Department of Dermatology, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Yoshiyuki Nakamura
- Department of Dermatology, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan.
| | - Tomokazu Kimura
- Department of Urology, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Hiroyuki Nishiyama
- Department of Urology, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Yasuhiro Fujisawa
- Department of Dermatology, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
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9
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Guerrois F, Thibault C, Lheure C, Sohier P, Bensaid B, Ingen-Housz-Oro S, Dupin N. Life-threatening skin reaction with Enfortumab Vedotin: Six cases. Eur J Cancer 2022; 167:168-171. [DOI: 10.1016/j.ejca.2022.02.019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 02/22/2022] [Indexed: 11/26/2022]
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10
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Yang H, Yu X, An Z. Cutaneous Toxicity Associated With Enfortumab Vedotin: A Real-Word Study Leveraging U.S. Food and Drug Administration Adverse Event Reporting System. Front Oncol 2022; 11:801199. [PMID: 35127510 PMCID: PMC8807512 DOI: 10.3389/fonc.2021.801199] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 12/22/2021] [Indexed: 12/03/2022] Open
Abstract
Introduction Enfortumab vedotin (EV) has been demonstrated to have a significant response rate in early phase trials and is known for its tolerable side-effect profile. Emerging case reports have raised awareness of cutaneous toxicities, which may be a potentially fatal complication. Objective To assess the potential relevance between EV and cutaneous toxicities reports through data mining of the U.S. Food and Drug Administration (FDA) adverse event reporting system (FAERS). Methods Data from January 1, 2019, to November 4, 2021, in the FAERS database were retrieved. Information component (IC) and reporting odds ratio (ROR) were used to evaluate the association between EV and cutaneous toxicities events. Results EV was significantly associated with cutaneous toxicities in the database compared with both all other drugs (ROR 12.90 [10.62–15.66], IC 2.76 [2.52–3.01], middle signal) and platinum-based therapy (ROR 15.11 [12.43–18.37], IC 2.91 [2.66–3.15], middle signal) in the FAERS database. A significant association was detected between EV and all the cutaneous adverse effects (AEs) except erythema, palmar–plantar erythrodysesthesia syndrome, and dermatitis allergic. Both Stevens–Johnson syndrome and toxic epidermal necrolysis occurred 15 times as frequently for EV compared with all other drugs (ROR = 15.20; ROR = 15.52), while Stevens–Johnson syndrome occurred 18 times and toxic epidermal necrolysis occurred 7 times as frequently for EV compared with platinum-based therapy in the database (ROR = 18.74; ROR = 7.80). All groups that limited the gender and age showed a significant association between EV and cutaneous toxicities. Conclusions A significant signal was detected between EV use and cutaneous toxicities. It is worth noting that Stevens–Johnson syndrome and toxic epidermal necrolysis were significantly associated with EV use.
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11
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Severe cutaneous drug toxicity following enfortumab vedotin treatment for metastatic urothelial carcinoma. JAAD Case Rep 2022; 21:140-143. [PMID: 35242967 PMCID: PMC8857547 DOI: 10.1016/j.jdcr.2022.01.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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12
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Thibodeau A, Nallasamy N. Bilateral Anterior Subcapsular Cataract Development Following Initiation of Enfortumab Vedotin. Int Med Case Rep J 2021; 14:707-709. [PMID: 34629907 PMCID: PMC8493475 DOI: 10.2147/imcrj.s324394] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 09/07/2021] [Indexed: 11/23/2022] Open
Abstract
Enfortumab vedotin is an antibody–drug conjugate that was recently granted accelerated US Food and Drug Administration approval for the treatment of locally advanced or metastatic urothelial cancer. Early clinical trials identified blurry vision, increased lacrimation and other events associated with dry eye as potential side effects. We report a case of bilateral anterior subcapsular cataract development following initiation of enfortumab vedotin. Enfortumab vedotin is not previously known to cause cataract development or progression and, thus, our patient’s presentation may reflect the first report of an undocumented adverse effect of this novel agent.
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Affiliation(s)
- Alexa Thibodeau
- Department of Ophthalmology and Visual Sciences, W.K. Kellogg Eye Center, University of Michigan, Ann Arbor, MI, USA
| | - Nambi Nallasamy
- Department of Ophthalmology and Visual Sciences, W.K. Kellogg Eye Center, University of Michigan, Ann Arbor, MI, USA
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14
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Moussa M, Papatsoris A, Abou Chakra M, Dellis A. Profile of Enfortumab Vedotin in the Treatment of Urothelial Carcinoma: The Evidence to Date. Drug Des Devel Ther 2021; 15:453-462. [PMID: 33603337 PMCID: PMC7886109 DOI: 10.2147/dddt.s240854] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 01/30/2021] [Indexed: 01/22/2023] Open
Abstract
Nowadays the therapeutic landscape for advanced and metastatic urothelial carcinoma continues to evolve. The recent regulatory approval of enfortumab vedotin (EV) for the treatment of advanced urothelial cancer confirms the evolving role of antibody-drug conjugates. EV demonstrates a favorable profile in heavily pretreated patients with locally advanced or metastatic urothelial carcinoma. Early survival reports demonstrate a significant antitumor effectiveness along with a rather acceptable safety profile in a difficult-to-treat population.
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Affiliation(s)
- Mohamad Moussa
- Department of Urology, Al Zahraa Hospital, University Medical Center, Lebanese University, Beirut, Lebanon
| | - Athanasios Papatsoris
- 2nd Department of Urology, School of Medicine, Sismanoglio Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Mohamed Abou Chakra
- Department of Urology, Al Zahraa Hospital, University Medical Center, Lebanese University, Beirut, Lebanon
| | - Athanasios Dellis
- 2nd Department of Urology, School of Medicine, Sismanoglio Hospital, National and Kapodistrian University of Athens, Athens, Greece
- Department of Surgery, School of Medicine, Aretaieion Hospital, National and Kapodistrian University of Athens, Athens, Greece
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15
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Hirotsu KE, Rana J, Wang JY, Raghavan SS, Rieger KE, Srinivas S, Fan AC, Kwong BY, Novoa RA, Zaba LC. Clinicopathologic characterization of enfortumab vedotin-associated cutaneous toxicity in patients with urothelial carcinoma. J Am Acad Dermatol 2020; 85:1610-1611. [PMID: 33301805 DOI: 10.1016/j.jaad.2020.11.067] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 11/22/2020] [Accepted: 11/25/2020] [Indexed: 10/22/2022]
Affiliation(s)
- Kelsey E Hirotsu
- Department of Dermatology, Stanford University School of Medicine, Stanford, California.
| | - Jasmine Rana
- Department of Dermatology, Stanford University School of Medicine, Stanford, California
| | - Jennifer Y Wang
- Department of Dermatology, Stanford University School of Medicine, Stanford, California; Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Shyam S Raghavan
- Department of Dermatology, Stanford University School of Medicine, Stanford, California; Department of Pathology, Stanford University School of Medicine, Stanford, California; Department of Pathology, University of Virginia School of Medicine, UVA Health System, Charlottesville, Virginia
| | - Kerri E Rieger
- Department of Dermatology, Stanford University School of Medicine, Stanford, California; Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Sandhya Srinivas
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California
| | - Alice C Fan
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California
| | - Bernice Y Kwong
- Department of Dermatology, Stanford University School of Medicine, Stanford, California
| | - Roberto A Novoa
- Department of Dermatology, Stanford University School of Medicine, Stanford, California; Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Lisa C Zaba
- Department of Dermatology, Stanford University School of Medicine, Stanford, California
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