1
|
Mattern S, Hollfoth V, Bag E, Ali A, Riemenschneider P, Jarboui MA, Boldt K, Sulyok M, Dickemann A, Luibrand J, Fusco S, Franz-Wachtel M, Singer K, Goeppert B, Schilling O, Malek N, Fend F, Macek B, Ueffing M, Singer S. An AI-assisted morphoproteomic approach is a supportive tool in esophagitis-related precision medicine. EMBO Mol Med 2025; 17:441-468. [PMID: 39901020 PMCID: PMC11903792 DOI: 10.1038/s44321-025-00194-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 01/14/2025] [Accepted: 01/14/2025] [Indexed: 02/05/2025] Open
Abstract
Esophagitis is a frequent, but at the molecular level poorly characterized condition with diverse underlying etiologies and treatments. Correct diagnosis can be challenging due to partially overlapping histological features. By proteomic profiling of routine diagnostic FFPE biopsy specimens (n = 55) representing controls, Reflux- (GERD), Eosinophilic-(EoE), Crohn's-(CD), Herpes simplex (HSV) and Candida (CA)-esophagitis by LC-MS/MS (DIA), we identified distinct signatures and functional networks (e.g. mitochondrial translation (EoE), immunoproteasome, complement and coagulations system (CD), ribosomal biogenesis (GERD)), and pathogen-specific proteins for HSV and CA. Moreover, combining these signatures with histological parameters in a machine learning model achieved high diagnostic accuracy (100% training set, 93.8% test set), and supported diagnostic decisions in borderline/challenging cases. Applied to a young patient representing a use case, the external GERD diagnosis could be revised to CD and ICAM1 was identified as highly abundant therapeutic target. This resulted in CyclosporinA as a personalized treatment recommendation by the local multidisciplinary molecular inflammation board. Our integrated AI-assisted morphoproteomic approach allows deeper insights in disease-specific molecular alterations and represents a promising tool in esophagitis-related precision medicine.
Collapse
Affiliation(s)
- Sven Mattern
- Department of Pathology and Neuropathology, University of Tübingen, Tübingen, Germany
- Center for Personalized Medicine (ZPM), Tübingen, Germany
| | - Vanessa Hollfoth
- Department of Pathology and Neuropathology, University of Tübingen, Tübingen, Germany
| | - Eyyub Bag
- Department of Pathology and Neuropathology, University of Tübingen, Tübingen, Germany
| | - Arslan Ali
- Department of Pathology and Neuropathology, University of Tübingen, Tübingen, Germany
| | | | - Mohamed A Jarboui
- Core Facility for Medical Proteomics, Institute for Ophthalmic Research, Center for Ophthalmology, University of Tübingen, Tübingen, Germany
| | - Karsten Boldt
- Core Facility for Medical Proteomics, Institute for Ophthalmic Research, Center for Ophthalmology, University of Tübingen, Tübingen, Germany
| | - Mihaly Sulyok
- Department of Pathology and Neuropathology, University of Tübingen, Tübingen, Germany
| | - Anabel Dickemann
- Department of Pathology and Neuropathology, University of Tübingen, Tübingen, Germany
| | - Julia Luibrand
- Department of Pathology and Neuropathology, University of Tübingen, Tübingen, Germany
| | - Stefano Fusco
- Center for Personalized Medicine (ZPM), Tübingen, Germany
- Department of Internal Medicine I, University of Tübingen, Tübingen, Germany
| | | | - Kerstin Singer
- Department of Pathology and Neuropathology, University of Tübingen, Tübingen, Germany
| | - Benjamin Goeppert
- Institute of Pathology and Neuropathology, Hospital RKH Kliniken Ludwigsburg, Ludwigsburg, Germany
- Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland
| | - Oliver Schilling
- Institute of Pathology, University Medical Center Freiburg, Faculty of Medicine - University of Freiburg, Freiburg, Germany
- Center for Personalized Medicine (ZPM), Freiburg, Germany
| | - Nisar Malek
- Center for Personalized Medicine (ZPM), Tübingen, Germany
- Department of Internal Medicine I, University of Tübingen, Tübingen, Germany
| | - Falko Fend
- Department of Pathology and Neuropathology, University of Tübingen, Tübingen, Germany
| | - Boris Macek
- Proteome Center Tübingen, University of Tübingen, Tübingen, Germany
| | - Marius Ueffing
- Core Facility for Medical Proteomics, Institute for Ophthalmic Research, Center for Ophthalmology, University of Tübingen, Tübingen, Germany
| | - Stephan Singer
- Department of Pathology and Neuropathology, University of Tübingen, Tübingen, Germany.
- Center for Personalized Medicine (ZPM), Tübingen, Germany.
| |
Collapse
|
2
|
Zheng X, Zhou C, Hu Y, Xu S, Hu L, Li B, Zhao X, Li Q, Tang X, Huang K. Mass Spectrometry-Based Proteomics Analysis Unveils PTPRS Inhibits Proliferation and Inflammatory Response of Keratinocytes in Psoriasis. Inflammation 2025; 48:89-103. [PMID: 38739342 DOI: 10.1007/s10753-024-02044-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Revised: 04/25/2024] [Accepted: 05/02/2024] [Indexed: 05/14/2024]
Abstract
In this study, we used data-independent acquisition-mass spectrometry (DIA-MS) to analyze the serum proteome in psoriasis vulgaris (PsO). The serum proteomes of seven healthy controls and eight patients with PsO were analyzed using DIA-MS. Weighted gene co-expression network analysis was used to identify differentially expressed proteins (DEPs) that were closely related to PsO. Hub proteins of PsO were also identified. The Proteomics Drug Atlas 2023 was used to predict candidate hub protein drugs. To confirm the expression of the candidate factor, protein tyrosine phosphatase receptor S (PTPRS), in psoriatic lesions and the psoriatic keratinocyte model, immunohistochemical staining, quantitative real-time polymerase chain reaction, and western blotting were performed. A total of 129 DEPs were found to be closely related to PsO. The hub proteins for PsO were PVRL1, FGFR1, PTPRS, CDH2, CDH1, MCAM, and THY1. Five candidate hub protein drugs were identified: encorafenib, leupeptin, fedratinib, UNC 0631, and SCH 530348. PTPRS was identified as a common pharmacological target for these five drugs. PTPRS knockdown in keratinocytes promoted the proliferation and expression of IL-1α, IL-1β, IL-23A, TNF-α, MMP9, CXCL8, and S100A9. PTPRS expression was decreased in PsO, and PTPRS negatively regulated PsO. PTPRS may be involved in PsO pathogenesis through the inhibition of keratinocyte proliferation and inflammatory responses and is a potential treatment target for PsO.
Collapse
Affiliation(s)
- Xuyu Zheng
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Cui Zhou
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Yulian Hu
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Shihao Xu
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Li Hu
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Biyu Li
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Xiaoqin Zhao
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Qian Li
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Xin Tang
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China
| | - Kun Huang
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, People's Republic of China.
| |
Collapse
|
3
|
Garg S, Dixit M, Malhotra I, Singh M, Singh V. From Manifestations to Innovations: A Deep Dive into Psoriasis, its Clinical Diversity, Conventional Treatments, and Emerging Therapeutic Paradigms. Int Immunopharmacol 2024; 143:113508. [PMID: 39522312 DOI: 10.1016/j.intimp.2024.113508] [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: 06/03/2024] [Revised: 10/23/2024] [Accepted: 10/23/2024] [Indexed: 11/16/2024]
Abstract
Psoriasis, a persistent inflammatory dermatological illness, places a significant load on those affected, requiring ongoing investigation into innovative therapies. This review examines the significance of pre-clinical models in defining our comprehension of psoriasis, as well as the valuable insights obtained from clinical trials that aid in developing treatment approaches. The evaluation includes existing established medicines such as topicals, phototherapy, and traditional systemic drugs targeting different pathological mediators of psoriasis. Further, emerging frontiers in the treatment of psoriasis are examined, including personalized medicine, novel biologics, small molecule inhibitors, and advanced delivery methods. The objective is to identify potential advancements that can be applied in clinical practice to the patients. In light of current knowledge, this review delineates what are perceived as critical future research directions and noteworthy therapeutic and clinical developments in the domain of psoriasis.
Collapse
Affiliation(s)
- Sneha Garg
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | - Muskan Dixit
- Chitkara University Institute of Engineering and Technology, Punjab, India
| | - Iresha Malhotra
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | - Manjinder Singh
- Chitkara College of Pharmacy, Chitkara University, Punjab, India.
| | - Varinder Singh
- Department of Pharmaceutical Sciences and Technology, Maharaja Ranjit Singh Punjab Technical University, Bathinda, Punjab, India.
| |
Collapse
|
4
|
Bozó R, Flink LB, Ambrus B, Ghaffarinia A, Koncz B, Kui R, Gyulai R, Kemény L, Bata-Csörgő Z. The Expression of Cytokines and Chemokines Potentially Distinguishes Mild and Severe Psoriatic Non-Lesional and Resolved Skin from Healthy Skin and Indicates Different Stages of Inflammation. Int J Mol Sci 2024; 25:11292. [PMID: 39457071 PMCID: PMC11509107 DOI: 10.3390/ijms252011292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2024] [Revised: 10/13/2024] [Accepted: 10/16/2024] [Indexed: 10/28/2024] Open
Abstract
In the psoriatic non-lesional (PS-NL) skin, the tissue environment potentially influences the development and recurrence of lesions. Therefore, we aimed to investigate mechanisms involved in regulating tissue organization in PS-NL skin. Cytokine, chemokine, protease, and protease inhibitor levels were compared between PS-NL skin of patients with mild and severe symptoms and healthy skin. By comparing mild and severe PS-NL vs. healthy skin, differentially expressed cytokines and chemokines suggested alterations in hemostasis-related processes, while protease inhibitors showed no psoriasis severity-related changes. Comparing severe and mild PS-NL skin revealed disease severity-related changes in the expression of proteases, cytokines, and chemokines primarily involving methyl-CpG binding protein 2 (MECP2) and extracellular matrix organization-related mechanisms. Cytokine and chemokine expression in clinically resolved versus healthy skin showed slight interleukin activity, differing from patterns in mild and severe PS-NL skin. Immunofluorescence analysis revealed the severity-dependent nuclear expression pattern of MECP2 and decreased expression of 5-methylcytosine and 5-hydroxymethylcytosine in the PS-NL vs. healthy skin, and in resolved vs. healthy skin. Our results suggest distinct cytokine-chemokine signaling between the resolved and PS-NL skin of untreated patients with varying severities. These results highlight an altered inflammatory response, epigenetic regulation, and tissue organization in different types of PS-NL skin with possibly distinct, severity-dependent para-inflammatory states.
Collapse
Affiliation(s)
- Renáta Bozó
- Department of Dermatology and Allergology, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (L.B.F.); (Z.B.-C.)
- HCEMM-USZ Skin Research Group, University of Szeged, H-6720 Szeged, Hungary
| | - Lili Borbála Flink
- Department of Dermatology and Allergology, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (L.B.F.); (Z.B.-C.)
- HCEMM-USZ Skin Research Group, University of Szeged, H-6720 Szeged, Hungary
| | - Barbara Ambrus
- Department of Dermatology and Allergology, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (L.B.F.); (Z.B.-C.)
| | - Ameneh Ghaffarinia
- HCEMM-USZ Skin Research Group, University of Szeged, H-6720 Szeged, Hungary
| | - Balázs Koncz
- Synthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, H-6726 Szeged, Hungary
- HCEMM-BRC Systems Immunology Research Group, H-6726 Szeged, Hungary
| | - Róbert Kui
- Department of Dermatology and Allergology, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (L.B.F.); (Z.B.-C.)
| | - Rolland Gyulai
- Department of Dermatology and Allergology, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (L.B.F.); (Z.B.-C.)
| | - Lajos Kemény
- Department of Dermatology and Allergology, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (L.B.F.); (Z.B.-C.)
- HCEMM-USZ Skin Research Group, University of Szeged, H-6720 Szeged, Hungary
- HUN-REN-SZTE Dermatological Research Group, Hungarian Research Network, H-6720 Szeged, Hungary
| | - Zsuzsanna Bata-Csörgő
- Department of Dermatology and Allergology, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (L.B.F.); (Z.B.-C.)
- HCEMM-USZ Skin Research Group, University of Szeged, H-6720 Szeged, Hungary
- HUN-REN-SZTE Dermatological Research Group, Hungarian Research Network, H-6720 Szeged, Hungary
| |
Collapse
|
5
|
Murphy MJ, Chen G, Edemobi P, Junejo MH, Wride AM, Spaulding SL, Wang Y, Cohen JM, Damsky W. Non-invasive epidermal proteome assessment-based diagnosis and molecular subclassification of psoriasis and eczematous dermatitis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.09.24.24314282. [PMID: 39399013 PMCID: PMC11469456 DOI: 10.1101/2024.09.24.24314282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/15/2024]
Abstract
Background Immunologic heterogeneity is known to exist within both eczematous dermatitis and psoriasis; however, selection of molecularly targeted therapies for individual patients generally does assess for or incorporate such information about patient-specific immune changes. Objective We sought to develop a rapid, non-invasive method for obtaining and analyzing epidermal protein biomarkers from skin and utilize this methodology to dissect immunologic heterogeneity in both psoriasis and eczematous dermatitis. Methods We optimize and evaluate detergent-based immune profiling system (DIPS) which utilizes a combination of two detergents to solubilize full-thickness epidermis when applied to the skin with an applicator. Downstream proteomic profiling of this material allows high-throughput immunologic characterization of immune biomarkers. Results DIPS was performed on 43 patients with psoriasis and 27 patients with eczematous dermatitis. This approach was found to be painless, nonscarring, and enabled rapid turnaround from sample collection to data output. We used this approach to accurately differentiate psoriasis and eczema using a limited set of proteins and to identify cases of eczema/psoriasis overlap with non-canonical molecular profiles. Additionally, we measured patient-specific cytokine profiles in eczema that correlated with response to IL-4Rα blockade. Conclusion DIPS is a promising new non-invasive cutaneous immune profiling approach that can deconvolute immune heterogeneity amongst patients with both psoriasis and eczematous dermatitis. Clinical Implication DIPS has potential applications in both research and day-to-day dermatologic practice and may help personalize diagnosis and medication selection in patients with inflammatory skin diseases. Capsule summary Detergent-based immune profiling system (DIPS), a novel non-invasive approach for molecular evaluation of skin disease, is described and evaluated in psoriasis and eczematous dermatitis.
Collapse
|
6
|
Mezentsev A, Durymanov M, Makarov VA. A Comprehensive Review of Protein Biomarkers for Invasive Lung Cancer. Curr Oncol 2024; 31:4818-4854. [PMID: 39329988 PMCID: PMC11431409 DOI: 10.3390/curroncol31090360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 08/16/2024] [Accepted: 08/22/2024] [Indexed: 09/28/2024] Open
Abstract
Invasion and metastasis are important hallmarks of lung cancer, and affect patients' survival. Early diagnostics of metastatic potential are important for treatment management. Recent findings suggest that the transition to an invasive phenotype causes changes in the expression of 700-800 genes. In this context, the biomarkers restricted to the specific type of cancer, like lung cancer, are often overlooked. Some well-known protein biomarkers correlate with the progression of the disease and the immunogenicity of the tumor. Most of these biomarkers are not exclusive to lung cancer because of their significant role in tumorigenesis. The dysregulation of others does not necessarily indicate cell invasiveness, as they play an active role in cell division. Clinical studies of lung cancer use protein biomarkers to assess the invasiveness of cancer cells for therapeutic purposes. However, there is still a need to discover new biomarkers for lung cancer. In the future, minimally invasive techniques, such as blood or saliva analyses, may be sufficient for this purpose. Many researchers suggest unconventional biomarkers, like circulating nucleic acids, exosomal proteins, and autoantibodies. This review paper aims to discuss the advantages and limitations of protein biomarkers of invasiveness in lung cancer, to assess their prognostic value, and propose novel biomarker candidates.
Collapse
Affiliation(s)
- Alexandre Mezentsev
- Medical Informatics Laboratory, Yaroslav-the-Wise Novgorod State University, 173003 Veliky Novgorod, Russia; (M.D.); (V.A.M.)
- Center for Theoretical Problems of Physicochemical Pharmacology, 109029 Moscow, Russia
| | - Mikhail Durymanov
- Medical Informatics Laboratory, Yaroslav-the-Wise Novgorod State University, 173003 Veliky Novgorod, Russia; (M.D.); (V.A.M.)
| | - Vladimir A. Makarov
- Medical Informatics Laboratory, Yaroslav-the-Wise Novgorod State University, 173003 Veliky Novgorod, Russia; (M.D.); (V.A.M.)
| |
Collapse
|
7
|
Mortlock RD, Ma EC, Cohen JM, Damsky W. Assessment of Treatment-Relevant Immune Biomarkers in Psoriasis and Atopic Dermatitis: Toward Personalized Medicine in Dermatology. J Invest Dermatol 2023; 143:1412-1422. [PMID: 37341663 PMCID: PMC10830170 DOI: 10.1016/j.jid.2023.04.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Revised: 04/10/2023] [Accepted: 04/13/2023] [Indexed: 06/22/2023]
Abstract
Immunologically targeted therapies have revolutionized the treatment of inflammatory dermatoses, including atopic dermatitis and psoriasis. Although immunologic biomarkers hold great promise for personalized classification of skin disease and tailored therapy selection, there are no approved or widely used approaches for this in dermatology. This review summarizes the translational immunologic approaches to measuring treatment-relevant biomarkers in inflammatory skin conditions. Tape strip profiling, microneedle-based biomarker patches, molecular profiling from epidermal curettage, RNA in situ hybridization tissue staining, and single-cell RNA sequencing have been described. We discuss the advantages and limitations of each and open questions for the future of personalized medicine in inflammatory skin disease.
Collapse
Affiliation(s)
- Ryland D Mortlock
- Department of Dermatology, Yale School of Medicine, New Haven, Connecticut, USA; Medical Scientist Training Program, Yale School of Medicine, New Haven, Connecticut, USA
| | - Emilie C Ma
- Yale College, Yale University, New Haven, Connecticut, USA
| | - Jeffrey M Cohen
- Department of Dermatology, Yale School of Medicine, New Haven, Connecticut, USA
| | - William Damsky
- Department of Dermatology, Yale School of Medicine, New Haven, Connecticut, USA; Department of Pathology, Yale School of Medicine, New Haven, Connecticut, USA.
| |
Collapse
|
8
|
Chebysheva SN, Sobolev VV, Denisova EV, Soboleva AG, Geppe NA, Korsunskaya IM. <i>TLR9</i> gene expression in immune cells of patients with psoriasis. CONSILIUM MEDICUM 2022. [DOI: 10.26442/20751753.2022.8.201853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Background. Psoriasis (skin lesions and psoriatic arthritis PA) is a chronic inflammatory autoimmune disease that can be triggered by excessive activation of endosomal toll-like receptors (TLRs), mainly TLR9. Elevated TLR9 levels are observed in both PA and psoriasis. Therefore, studying the expression pattern of the TLR9 gene may help select therapies for patients with PA and psoriasis.
Aim. To study the expression pattern of the TLR9 gene in blood mononuclear cells of PA and psoriasis patients without joint involvement for possible use in the transition to targeted therapy.
Materials and methods. Mononuclear cells were isolated from the peripheral blood of 31 patients with psoriasis vulgaris without joint involvement, 45 patients with PA, and 20 healthy volunteers. TLR9 gene expression was analyzed by real-time polymerase chain reaction.
Results. A comparison of expression levels in PA patients and healthy volunteers showed that the expression level of TLR9 in PA patients was 591 times higher than that in healthy volunteers. The expression level of TLR9 in psoriasis patients without joint involvement was also significantly (423-fold) higher than that in healthy subjects.
Conclusion. TLR9 gene expression in mononuclear cells of psoriasis patients with severe skin lesions is similar to that in PA patients. High levels of TLR9 gene expression may be a marker of possible joint involvement in patients with psoriasis and indicate the need to reconsider the therapeutic approach to a particular patient.
Collapse
|
9
|
Sun X, Zhang Y, Li H, Zhou Y, Shi S, Chen Z, He X, Zhang H, Li F, Yin J, Mou M, Wang Y, Qiu Y, Zhu F. DRESIS: the first comprehensive landscape of drug resistance information. Nucleic Acids Res 2022; 51:D1263-D1275. [PMID: 36243960 PMCID: PMC9825618 DOI: 10.1093/nar/gkac812] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 08/22/2022] [Accepted: 10/11/2022] [Indexed: 01/30/2023] Open
Abstract
Widespread drug resistance has become the key issue in global healthcare. Extensive efforts have been made to reveal not only diverse diseases experiencing drug resistance, but also the six distinct types of molecular mechanisms underlying this resistance. A database that describes a comprehensive list of diseases with drug resistance (not just cancers/infections) and all types of resistance mechanisms is now urgently needed. However, no such database has been available to date. In this study, a comprehensive database describing drug resistance information named 'DRESIS' was therefore developed. It was introduced to (i) systematically provide, for the first time, all existing types of molecular mechanisms underlying drug resistance, (ii) extensively cover the widest range of diseases among all existing databases and (iii) explicitly describe the clinically/experimentally verified resistance data for the largest number of drugs. Since drug resistance has become an ever-increasing clinical issue, DRESIS is expected to have great implications for future new drug discovery and clinical treatment optimization. It is now publicly accessible without any login requirement at: https://idrblab.org/dresis/.
Collapse
Affiliation(s)
| | | | | | | | - Shuiyang Shi
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Zhen Chen
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Xin He
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China,Zhejiang University–University of Edinburgh Institute, Zhejiang University, Haining 314499, China
| | - Hanyu Zhang
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Fengcheng Li
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Jiayi Yin
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Minjie Mou
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Yunzhu Wang
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Yunqing Qiu
- The First Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou 310058, China
| | - Feng Zhu
- To whom correspondence should be addressed.
| |
Collapse
|