Journal Pre-proof Comparing cutaneous molecular improvement with different treatments in atopic dermatitis patients Jacob W. Glickman, MA, Celina Dubin, BA, Joseph Han, BS, Dante Dahabreh, BA, Sandra Garcet, PhD, James G. Krueger, MD, PhD, Ana B. Pavel, PhD, Emma Guttman-Yassky, MD, PhD PII:
S0091-6749(20)30039-7
DOI:
https://doi.org/10.1016/j.jaci.2020.01.005
Reference:
YMAI 14369
To appear in:
Journal of Allergy and Clinical Immunology
Received Date: 5 December 2019 Revised Date:
9 January 2020
Accepted Date: 9 January 2020
Please cite this article as: Glickman JW, Dubin C, Han J, Dahabreh D, Garcet S, Krueger JG, Pavel AB, Guttman-Yassky E, Comparing cutaneous molecular improvement with different treatments in atopic dermatitis patients, Journal of Allergy and Clinical Immunology (2020), doi: https://doi.org/10.1016/ j.jaci.2020.01.005. This is a PDF file of an article that has undergone enhancements after acceptance, such as the addition of a cover page and metadata, and formatting for readability, but it is not yet the definitive version of record. This version will undergo additional copyediting, typesetting and review before it is published in its final form, but we are providing this version to give early visibility of the article. Please note that, during the production process, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain. © 2020 Published by Elsevier Inc. on behalf of the American Academy of Allergy, Asthma & Immunology.
Glickman 1
Title: Comparing cutaneous molecular improvement with different treatments in atopic
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dermatitis patients
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Authors:
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Jacob W. Glickman MA1, Celina Dubin BA1, Joseph Han BS1, Dante Dahabreh BA1, Sandra
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Garcet PhD2, James G. Krueger MD, PhD2, Ana B. Pavel PhD1,*, Emma Guttman-Yassky MD,
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PhD1,*
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1. Department of Dermatology and Laboratory of Inflammatory Skin Diseases, Icahn School of
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Medicine at Mount Sinai, New York, NY
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2. Laboratory for Investigative Dermatology, The Rockefeller University, New York, NY
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*Equally contributing corresponding authors:
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Ana B. Pavel, PhD; Emma Guttman-Yassky MD, PhD
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Department of Dermatology and Laboratory of Inflammatory Skin Diseases
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Icahn School of Medicine at Mount Sinai
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5 E. 98th Street, New York, NY 10029
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Emails:
[email protected];
[email protected]
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Telephone: 212-241-9728/3288; Fax: 212-876-8961
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1
Glickman
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Disclosures: EGY is an employee of Mount Sinai and has received research funds (grants paid
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to the institution) from: Abbvie, Celgene, Eli Lilly, Janssen, Medimmune/Astra Zeneca,
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Novartis, Pfizer, Regeneron, Vitae, Glenmark, Galderma, Asana, Innovaderm, Dermira, UCB.
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EGY is also a consultant for Sanofi Aventis, Regeneron, Stiefel/GlaxoSmithKline, MedImmune,
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Celgene, Anacor, AnaptysBio, Dermira, Galderma, Glenmark, Novartis, Pfizer, Vitae, Leo
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Pharma, Abbvie, Eli Lilly, Kyowa, Mitsubishi Tanabe, Asana Biosciences, and Promius. JGK
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has received research support (grants paid to his institution) and/or personal fees from Pfizer,
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Amgen, Janssen, Lilly, Merck, Novartis, Kadmon, Dermira, Boehringer, Innovaderm, Kyowa,
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BMS, Serono, BiogenIdec, Delenex, AbbVie, Sanofi, Baxter, Paraxel, Xenoport, and
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Kineta. The rest of the authors declare that they have no conflicts of interest to disclose.
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Word Count: 1114
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Capsule summary: This is the first study that objectively compares the molecular cutaneous
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improvement with different treatments in AD and may facilitate personalized medicine by
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identifying the best treatments for individual phenotypes, based on immune/barrier profiles.
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Keywords: Atopic dermatitis, precision medicine, ASN002, cyclosporine, crisaborole,
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dupilumab, fezakinumab, ustekinumab, narrow-band ultraviolet type B, corticosteroids
Glickman 44
Abbreviations:
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AD
atopic dermatitis
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BID
bis in die (twice a day)
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CE
cornified envelope
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CsA
cyclosporine
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EASI
Eczema Area and Severity Index
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EDC
epidermal differential complex
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JAK
Janus kinase
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LS
lesional
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MADAD
meta-analysis-derived atopic dermatitis
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NB
narrow band
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NL
nonlesional
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OR
online repository
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SYK
spleen tyrosine kinase
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TH
T helper cell type
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UVB
type B ultraviolet
3
Glickman 60 61
4
To the Editor: Atopic dermatitis/AD is a common inflammatory skin disease that affects up to 10% of
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adults worldwide.1 AD is a heterogenous disease with primary TH2/TH22-skewing, and variable
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TH1/TH17 contribution. Due to its multi-cytokine nature, many broad-acting and specific
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systemic and topical treatments were developed targeting certain cytokine pathways, with
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variable efficacy.1 Recently, broader agents (i.e cyclosporine/CsA, narrow-band UVB/NB-UVB,
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Janus kinase/JAK inhibitors/ASN002, corticosteroids), and more specific antagonists targeting
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TH2/IL-4R (dupilumab), TH22/IL-22 (fezakinumab), TH17/TH22/TH2 (crisaborole), and IL-12/IL-
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23 (ustekinumab) have shown significant changes in lesional AD molecular profiles compared to
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placebo.1-8 Nevertheless, a comprehensive, objective means to compare cutaneous effects of
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various drugs and placebos is lacking. To better understand how different pathways contribute to
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AD pathogenesis, it is important to objectively compare relative cutaneous changes in immune
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and barrier mechanisms with different treatments.
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We used a meta-analysis approach similar to a recent psoriasis study,9 to evaluate
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molecular changes in skin with different AD therapeutics. We only included clinical trials in
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which Affymetrix U133Plus 2.0 lesional and nonlesional skin gene-arrays were available from
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AD patients treated with broad (CsA, NB-UVB, JAK/SYK inhibitor/ASN002, topical
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corticosteroids) and specific (dupilumab, fezakinumab, ustekinumab, crisaborole) treatments
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(Table E1). Seven publicly available microarray datasets (Six1-3, 5-7 in moderate-to-severe AD
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and one4 in mild-to-moderate AD patients) were found in Gene Expression Omnibus/GEO
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(GSE133385/GSE133477/GSE58558/GSE130588/GSE99802/GSE27887/GSE140684; Table
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E1).1-7 The main outcome of interest was percent improvement by gene-signatures
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(see Methods section in this article's Online Repository/OR at www.jacionline.org). The R limma
Glickman
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package was used to model expression values by mixed-effect models from all mechanistic skin
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studies derived from microarray trial data. Drug improvement percentages were then calculated
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at available timepoints for each gene, and grouped by previously reported AD-related gene-
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subsets.1 These signatures include upregulated/downregulated meta-analysis derived
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AD/MADAD transcriptome1, 2, immune and barrier gene-subsets1, 2, negative regulators1, 2, and
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TH1/TH2/TH17/IL-22/IL-34-specific genes. Due to the inherent normalization of percent drug
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improvement, grouped AD-related gene signatures could be directly compared across treatments
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by Wilcoxon test.
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Overall, CsA showed the highest improvements in AD-related gene signatures (Figs 1,
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2), significantly outperforming all other drugs/placebos in most gene-subsets (i.e up- and down-
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regulated MADAD transcriptome, immune genes, epidermal differentiation and lipid genes,
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negative regulators and TH1/TH17/TH22/IL-22-regulated genes; P<.01, Figs 1, 2; Tables E2,E3);
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however, dupilumab shows the highest overall improvement in TH2-specific genes
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(median=205%), and significantly outperforms other drug and placebo arms with available
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evaluations at Wk16, across the MADAD, immune genes, negative regulators, and TH2 genes
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(P<.05, Figs 1, 2; Table E2). Although dupilumab significantly outperforms placebo and
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ustekinumab at Wk16 for TH1/TH17 genes (P<.05, Fig 2; Table E2), it shows higher median
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improvement for TH17 (125%) compared to TH1 genes (74%). At Wk4, ASN002-40mg
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significantly improved the upregulated MADAD profile and TH22/IL-22-specific genes more
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than ASN002-20mg/ASN002-80mg/fezakinumab/placebo with median differences greater than
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36% (P<.05, Fig 1; Table E2). While IL-22-targeting with fezakinumab showed modest
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improvements on immune pathways, it showed comparable or higher improvement in MADAD
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down-regulated and barrier genes to dupilumab, highlighting the role of IL-22 in the AD barrier
Glickman 106
dysregulation. As expected with an IL-22 inhibitor, fezakinumab has a median improvement of
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84% on TH22/Il-22 genes, outperforming placebo by a median difference of 49% at Wk12
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(P<.01); however, it shows no significant difference in improvement compared to NB-UVB at
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Wk12 for TH22/IL-22 genes (P>.05, Fig 1; Table E2).
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NB-UVB, a safe and efficacious albeit time-consuming treatment, shows significant
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improvements on MADAD, negative regulators, TH1 and immune genes, with lesser efficacy on
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barrier-associated markers; it outperforms fezakinumab with median differences greater than
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20% across the upregulated MADAD transcriptome, negative regulators, TH1 and immune genes
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(P<.01, Figs 1, 2; Table E2). Crisaborole improves AD-related signatures more than placebo
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(P<.05), with greatest improvements in TH22/TH17-related genes, and shows significantly more
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improvement than with systemic ASN002 across the upregulated MADAD transcriptome at Wk2
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(P<.001, Fig 1; Table E2).
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While ustekinumab does not have robust improvement for AD-related gene-subsets (Figs
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1, 2), mild-to-moderate topical steroids (triamcinolone 0.025%) were used consistently twice
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daily until Wk16 during the placebo-controlled portion, and published separately detailing
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continuous improvement beyond Wk4 with topical corticosteroids.8 The topical steroid group
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(“ustekinumab placebo”) significantly outperforms dupilumab’s placebo and ustekinumab at
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Wk16 by a median difference of at least 13% across upregulated/downregulated MADAD
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transcriptomes, immune genes, negative regulators and TH17 (P<.05, Figs 1, 2; Table E2). This
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highlights the relevance of topical corticosteroid use when evaluating placebo and drug
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responses and for trial design. It also serves as a reminder that caution is needed when comparing
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drugs to “placebo” allowing topical medications. Finally, we compared improvements in IL-34, a
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negative regulator of inflammation, that is normally down-regulated in AD, and a biomarker of
Glickman 129
response for different therapies.2, 4, 6, 8 Interleukin-34 is a cytokine that promotes the
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differentiation and viability of monocytes and macrophages through the colony-stimulating
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factor-1 receptor, and has been shown to play important role in autoimmune disorders,
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inflammation and cancer. Interestingly, IL-34 discriminated molecular response between
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efficacious drugs and placebo, using a 35% cut-off.
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7
These results confirm CsA as the gold standard of cutaneous improvement in AD, but
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also show that narrow-targeting with dupilumab achieves broad changes in skin, beyond those
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expected with specific TH2 inhibition. These data also shed light onto the relative improvement
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with different treatments in various immune and barrier mechanisms, highlighting unique
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properties of targeting a particular axis. For example, targeting the TH22 axis with fezakinumab
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showed major improvement on barrier dysfunction, but only modest improvement in
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inflammatory signatures.
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Our approach has the potential to facilitate future development of a personalized
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medicine approach in AD, and identify the best treatments for individual phenotypes, based on
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immune and barrier profile. For instance, a patient with TH2 driven disease may primarily benefit
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from dupilumab, while for a patient with high TH2 and TH1 axes JAK targeting may be
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preferable.
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Our study has several limitations. It compares therapeutics with different modes of action
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and their counterpart placebos. The actual “placebo” may vary across trials, as in the
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ustekinumab study. Also, studies differ in their experimental design and patient numbers. For
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instance, the crisaborole study incorporated an intrapatient design, the ASN002 study had 36
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patients with 9 patients per arm, and the CsA and NB-UVB studies had no placebo. Further, the
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timepoints for biopsy evaluations varied between studies, as well as the early and late biopsy
Glickman 152
timepoints, thus the data analysis was restricted to available timepoints. Almost all studies
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included moderate-to-severe AD except the crisaborole study that included mild-to-moderate
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patients. As a result, drug improvements may have been smaller for milder compared to more
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severe patients. Finally, the therapeutics were administered disproportionally to white
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populations making it more difficult to generalize the analysis. Overall, this approach may
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determine which treatments best benefit various AD characteristics and can promote a precision
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medicine strategy.
8
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Jacob W. Glickman MA1
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Celina Dubin BA1
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Joseph Han BS1
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Dante Dahabreh BA1
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Sandra Garcet PhD2
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James G. Krueger MD, PhD2
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Ana B. Pavel PhD1
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Emma Guttman-Yassky MD, PhD1
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1. Department of Dermatology and Laboratory of Inflammatory Skin Diseases, Icahn School of
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Medicine at Mount Sinai, New York, NY
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2. Laboratory for Investigative Dermatology, The Rockefeller University, New York, NY
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Glickman
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Figure legends
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Figure 1. Drug improvement percentages for AD-related gene signatures:
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upregulated/downregulated MADAD transcriptomes, immune genes, EDC-CE and lipids,
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TH2, and TH22/IL-22 specific genes at weeks 1, 2, 4, 12, and 16. Stars denote significant
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differences in the improvement scores between drug and placebo groups from the same study by
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Wilcoxon test. Bars superimposed on each point represent the median (scaled by study size) ±
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IQR/2 and are colored by treatment. +P < .1, *P < .05, **P < .01, ***P<.001. EDC-CE,
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epidermal differential complex—cornified envelope.
181 182
++
Subjects treated in the ustekinumab study were given a background of triamcinolone .025%
BID. The placebo group used more triamcinolone .025% than the drug group.5
183 184
Figure 2. Drug improvement percentages for AD-related gene signatures: TH1, TH17,
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negative regulators, and IL-34 specific genes at weeks 1, 2, 4, 12, and 16. Stars denote
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significant differences in the improvement scores between drug and placebo groups from the
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same study by Wilcoxon test. Bars superimposed on each point represent the median (scaled by
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study size) ± IQR/2 and are colored by treatment. +P < .1, *P < .05, **P < .01, ***P<.001.
189 190 191
++
Subjects treated in the ustekinumab study were given a background of triamcinolone .025%
BID. The placebo group used more triamcinolone .025% than the drug group.5
Glickman 10 192
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kinase/SYK inhibition (ASN002) suppresses inflammation and improves epidermal
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Sawyer LM, Malottki K, Sabry-Grant C, Yasmeen N, Wright E, Sohrt A, et al. Assessing
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moderate-to-severe plaque psoriasis: A systematic review and network meta-analysis of
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PASI response. PloS one 2019; 14.
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MADAD Up
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140
120
80
% Improvement
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60 40
*** ***
20
***
***
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0
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100 80
40 20
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1
2
0
Immune Genes
4 Weeks
12
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40
16
*** ***
*** ***
20
40
1
2
4 Weeks
EDC-CE & Lipids
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16
200
140
180 160
100
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% Improvement
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80 60
***
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*********
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0
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40 20 0
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TH2
4 Weeks
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+
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*** ***
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300 280 260 240 220 200 180 160 140 120 100 80 60 40 20 0 20 40 60
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160
MADAD Down
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120
1
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TH22 & IL-22
4 Weeks
12
16
160 140 120
% Improvement
% Improvement
% Improvement
% Improvement
Figure 1
**
* +
80 *
60 40
***
*
20
** *
100
*** **
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** **
**
0
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**
20 1
2
4 Weeks
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1
16
2
Treatment
4 Weeks
ASN002, 20mg
Dupilumab
ASN002, 40mg
Dupilumab, Placebo
ASN002, 80mg
Fezakinumab (anti-IL-22)
ASN002, Placebo
Fezakinumab (anti-IL-22), Placebo
Crisaborole
Narrow-band UVB (NB-UVB)
Crisaborole, Vehicle
Ustekinumab++
Cyclosporine
Triamcinolone 0.025% BID (Ustekinumab, Placebo)
12
16
Figure 2 TH1
TH17
180
160
160
140
140
120
% Improvement
% Improvement
120
100
100 80 60 20
*** ***
***
40
** ***
***
0
**
**
***
*
*** *
40
80
1
2
4 Weeks
12
16
Negative Regulators
*
* **
1
2
4 Weeks
12
16
1
2
4 Weeks
12
16
IL-34 160
120
140
100
120
% Improvement
140
% Improvement
*
20
60
100
80 60
***
40 0
** ***
***
*
0
40
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***
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20
20
160
***
80
***
* +
20
*
******* **
*** *
80 60 40 20 0
40
20
60 1
2
4 Weeks
12
40
16
Treatment ASN002, 20mg
Dupilumab
ASN002, 40mg
Dupilumab, Placebo
ASN002, 80mg
Fezakinumab (anti-IL-22)
ASN002, Placebo
Fezakinumab (anti-IL-22), Placebo
Crisaborole
Narrow-band UVB (NB-UVB)
Crisaborole, Vehicle
Ustekinumab++
Cyclosporine
Triamcinolone 0.025% BID (Ustekinumab, Placebo)