Cytokine responses in nonlesional psoriatic skin as clinical predictor to anti-TNF agents

被引:12
作者
Tsoi, Lam C. [1 ,2 ,3 ]
Patrick, Matthew T. [1 ]
Shuai, Shao [1 ,4 ]
Sarkar, Mrinal K. [1 ]
Chi, Sunyi [1 ,3 ]
Ruffino, Bethany [1 ]
Billi, Allison C. [1 ]
Xing, Xianying [1 ]
Uppala, Ranjitha [1 ]
Zang, Cheng [1 ]
Fullmer, Joseph [1 ]
He, Zhi [3 ]
Maverakis, Emanual [5 ]
Mehta, Nehal N. [6 ]
White, Bethany E. Perez [7 ]
Getsios, Spiro [7 ]
Helfrich, Yolanda [1 ]
Voorhees, John J. [1 ]
Kahlenberg, J. Michelle [8 ]
Weidinger, Stephan [9 ]
Gudjonsson, Johann E. [1 ]
机构
[1] Univ Michigan, Sch Med, Dept Dermatol, Ann Arbor, MI USA
[2] Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Dept Biostat, Ctr Stat Genet, Ann Arbor, MI 48109 USA
[4] Fourth Mil Med Univ, Xijing Hosp, Dept Dermatol, Xian, Shaanxi, Peoples R China
[5] UC Davis Med Ctr, Sch Med, Dept Dermatol, Sacramento, CA USA
[6] NHLBI, Sect Inflammat & Cardiometab Dis, NIH, Bldg 10, Bethesda, MD 20892 USA
[7] Northwestern Univ, Dept Dermatol, Chicago, IL USA
[8] Univ Michigan, Dept Internal Med, Div Rheumatol, Ann Arbor, MI 48109 USA
[9] Univ Hosp Schleswig Holstein, Dept Dermatol & Allergy, Campus Kiel, Kiel, Germany
基金
新加坡国家研究基金会;
关键词
Psoriasis; etanercept; cytokine response; PASI; drug response prediction; PERSONALIZED MEDICINE; BIOLOGIC THERAPIES; UNINVOLVED SKIN; IFN-GAMMA; ETANERCEPT; ALPHA; SAFETY; EXPRESSION; EFFICACY; DISEASE;
D O I
10.1016/j.jaci.2021.07.024
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
Background: A major issue with the current management of psoriasis is our inability to predict treatment response. Objective: Our aim was to evaluate the ability to use baseline molecular expression profiling to assess treatment outcome for patients with psoriasis. Methods: We conducted a longitudinal study of 46 patients with chronic plaque psoriasis treated with anti-TNF agent etanercept, and molecular profiles were assessed in more than 200 RNA-seq samples. Results: We demonstrated correlation between clinical response and molecular changes during the course of the treatment, particularly for genes responding to IL-17A/TNF in keratinocytes. Intriguingly, baseline gene expressions in nonlesional, but not lesional, skin were the best marker of treatment response at week 12. We identified USP18, a known regulator of IFN responses, as positively correlated with Psoriasis Area and Severity Index (PASI) improvement (P = 9.8 X 10(-4)) and demonstrate its role in regulating IFN/TNF responses in keratinocytes. Consistently, cytokine gene signatures enriched in baseline nonlesional skin expression profiles had strong correlations with PASI improvement. Using this information, we developed a statistical model for predicting PASI75 (ie, 75% of PASI improvement) at week 12, achieving area under the receiver-operating characteristic curve value of 0.75 and up to 80% accurate PASI75 prediction among the top predicted responders. Conclusions: Our results illustrate feasibility of assessing drug response in psoriasis using nonlesional skin and implicate involvement of IFN regulators in anti-TNF responses.
引用
收藏
页码:640 / +
页数:15
相关论文
共 64 条
[1]  
Albanesi C, 1999, J IMMUNOL, V162, P494
[2]   HTSeq-a Python']Python framework to work with high-throughput sequencing data [J].
Anders, Simon ;
Pyl, Paul Theodor ;
Huber, Wolfgang .
BIOINFORMATICS, 2015, 31 (02) :166-169
[3]   Serum levels of TNF-α, IFN-γ, IL-6, IL-8, IL-12, IL-17 and IL-18 in patients with active psoriasis and correlation with disease severity [J].
Arican, O ;
Aral, M ;
Sasmaz, S ;
Ciragil, P .
MEDIATORS OF INFLAMMATION, 2005, (05) :273-279
[4]   STAT2 is an essential adaptor in USP18-mediated suppression of type I interferon signaling [J].
Arimoto, Kei-ichiro ;
Loechte, Sara ;
Stoner, Samuel A. ;
Burkart, Christoph ;
Zhang, Yue ;
Miyauchi, Sayuri ;
Wilmes, Stephan ;
Fan, Jun-Bao ;
Heinisch, Juergen J. ;
Li, Zhi ;
Yan, Ming ;
Pellegrini, Sandra ;
Colland, Frederic ;
Piehler, Jacob ;
Zhang, Dong-Er .
NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2017, 24 (03) :279-+
[5]   Towards personalized medicine of colorectal cancer [J].
Aziz, Mohammad Azhar ;
Yousef, Zeyad ;
Saleh, Ayman M. ;
Mohammad, Sameer ;
Al Knawy, Bandar .
CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 2017, 118 :70-78
[6]   Certolizumab pegol for the treatment of patients with moderate-to-severe chronic plaque psoriasis: pooled analysis of week 16 data from three randomized controlled trials [J].
Blauvelt, A. ;
Reich, K. ;
Lebwohl, M. ;
Burge, D. ;
Arendt, C. ;
Peterson, L. ;
Drew, J. ;
Rolleri, R. ;
Gottlieb, A. B. .
JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, 2019, 33 (03) :546-552
[7]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[8]   TNFα AND ITS RECEPTORS IN PSORIATIC SKIN, BEFORE AND AFTER TREATMENT WITH ETANERCEPT [J].
Caldarola, G. ;
De Simone, C. ;
Carbone, A. ;
Tulli, A. ;
Amerio, P. ;
Feliciani, C. .
INTERNATIONAL JOURNAL OF IMMUNOPATHOLOGY AND PHARMACOLOGY, 2009, 22 (04) :961-966
[9]   Novel Strategies on Personalized Medicine for Breast Cancer Treatment: An Update [J].
Chan, Carmen W. H. ;
Law, Bernard M. H. ;
So, Winnie K. W. ;
Chow, Ka Ming ;
Waye, Mary M. Y. .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2017, 18 (11)
[10]   Efficacy and safety of infliximab monotherapy for plaque-type psoriasis: a randomised trial [J].
Chaudhari, U ;
Romano, P ;
Mulcahy, LD ;
Dooley, LT ;
Baker, DG ;
Gottlieb, AB .
LANCET, 2001, 357 (9271) :1842-1847