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Erjefält JS, de Souza Xavier Costa N, Jönsson J, Cozzolino O, Dantas KC, Clausson CM, Siddhuraj P, Lindö C, Alyamani M, Lombardi SCFS, Mendroni Júnior A, Antonangelo L, Faria CS, Duarte-Neto AN, de Almeida Monteiro RA, Rebello Pinho JR, Gomes-Gouvêa MS, Verciano Pereira R, Monteiro JS, Setubal JC, de Oliveira EP, Theodoro Filho J, Sanden C, Orengo JM, Sleeman MA, da Silva LFF, Saldiva PHN, Dolhnikoff M, Mauad T. Diffuse alveolar damage patterns reflect the immunological and molecular heterogeneity in fatal COVID-19. EBioMedicine 2022; 83:104229. [PMID: 36027872 PMCID: PMC9398470 DOI: 10.1016/j.ebiom.2022.104229] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 07/20/2022] [Accepted: 08/01/2022] [Indexed: 11/25/2022] Open
Abstract
Background Severe COVID-19 lung disease exhibits a high degree of spatial and temporal heterogeneity, with different histological features coexisting within a single individual. It is important to capture the disease complexity to support patient management and treatment strategies. We provide spatially decoded analyses on the immunopathology of diffuse alveolar damage (DAD) patterns and factors that modulate immune and structural changes in fatal COVID-19. Methods We spatially quantified the immune and structural cells in exudative, intermediate, and advanced DAD through multiplex immunohistochemistry in autopsy lung tissue of 18 COVID-19 patients. Cytokine profiling, viral, bacteria, and fungi detection, and transcriptome analyses were performed. Findings Spatial DAD progression was associated with expansion of immune cells, macrophages, CD8+ T cells, fibroblasts, and (lymph)angiogenesis. Viral load correlated positively with exudative DAD and negatively with disease/hospital length. In all cases, enteric bacteria were isolated, and Candida parapsilosis in eight cases. Cytokines correlated mainly with macrophages and CD8+T cells. Pro-coagulation and acute repair were enriched pathways in exudative DAD whereas intermediate/advanced DAD had a molecular profile of elevated humoral and innate immune responses and extracellular matrix production. Interpretation Unraveling the spatial and molecular immunopathology of COVID-19 cases exposes the responses to SARS-CoV-2-induced exudative DAD and subsequent immune-modulatory and remodeling changes in proliferative/advanced DAD that occur side-by-side together with secondary infections in the lungs. These complex features have important implications for disease management and the development of novel treatments. Funding CNPq, Bill and Melinda Gates Foundation, HC-Convida, FAPESP, Regeneron Pharmaceuticals, and the Swedish Heart & Lung Foundation.
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Affiliation(s)
- Jonas S Erjefält
- Unit of Airway inflammation, Department of Experimental Medicine Sciences, Lund University, Sweden; Department of Allergology and Respiratory Medicine, Lund University, Sweden
| | - Natália de Souza Xavier Costa
- Departamento de Patologia, LIM-05 Laboratório de Patologia Ambiental, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | | | - Olga Cozzolino
- Unit of Airway inflammation, Department of Experimental Medicine Sciences, Lund University, Sweden
| | - Katia Cristina Dantas
- Departamento de Patologia, LIM-05 Laboratório de Patologia Ambiental, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Carl-Magnus Clausson
- Unit of Airway inflammation, Department of Experimental Medicine Sciences, Lund University, Sweden
| | - Premkumar Siddhuraj
- Unit of Airway inflammation, Department of Experimental Medicine Sciences, Lund University, Sweden
| | | | - Manar Alyamani
- Unit of Airway inflammation, Department of Experimental Medicine Sciences, Lund University, Sweden
| | - Suzete Cleusa Ferreira Spina Lombardi
- Divisão de Pesquisa & Medicina Transfusional, Fundação Pró-Sangue Hemocentro de São Paulo, São Paulo, Brazil; Laboratório Investigação Médica em Patogênese e Terapia dirigida em Onco-Imuno-Hematologia (LIM-31), Departamento de Hematologia, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Alfredo Mendroni Júnior
- Divisão de Pesquisa & Medicina Transfusional, Fundação Pró-Sangue Hemocentro de São Paulo, São Paulo, Brazil; Laboratório Investigação Médica em Patogênese e Terapia dirigida em Onco-Imuno-Hematologia (LIM-31), Departamento de Hematologia, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Leila Antonangelo
- Laboratório de Investigação Médica (LIM03), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil; Divisão de Patologia Clínica - Departamento de Patologia, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Caroline Silvério Faria
- Laboratório de Investigação Médica (LIM03), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Amaro Nunes Duarte-Neto
- Departamento de Patologia, LIM-05 Laboratório de Patologia Ambiental, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | | | - João Renato Rebello Pinho
- Laboratório de Investigação Médica (LIM03), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil; Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Michele Soares Gomes-Gouvêa
- Departamento de Gastroenterologia (LIM-07), Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Roberta Verciano Pereira
- Laboratório de Investigação Médica (LIM03), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | | | - João Carlos Setubal
- Departamento de Bioquímica, Instituto de Química Universidade de São Paulo, São Paulo, Brazil
| | - Ellen Pierre de Oliveira
- Departamento de Cardiopneumologia, Instituto do Coração, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Jair Theodoro Filho
- Departamento de Patologia, LIM-05 Laboratório de Patologia Ambiental, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | | | | | | | - Luiz Fernando Ferraz da Silva
- Departamento de Patologia, LIM-05 Laboratório de Patologia Ambiental, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil; Serviço de Verificação de Óbitos da Capital, Universidade de São Paulo, São Paulo, Brazil
| | - Paulo Hilário Nascimento Saldiva
- Departamento de Patologia, LIM-05 Laboratório de Patologia Ambiental, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Marisa Dolhnikoff
- Departamento de Patologia, LIM-05 Laboratório de Patologia Ambiental, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Thais Mauad
- Departamento de Patologia, LIM-05 Laboratório de Patologia Ambiental, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.
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Mori M, Clausson CM, Sanden C, Jönsson J, Andersson CK, Siddhuraj P, Shikhagaie M, Åkesson K, Bergqvist A, Löfdahl CG, Erjefält JS. Expansion of Phenotypically Altered Dendritic Cell Populations in the Small Airways and Alveolar Parenchyma in Patients with Chronic Obstructive Pulmonary Disease. J Innate Immun 2022; 15:188-203. [PMID: 35998572 PMCID: PMC10643891 DOI: 10.1159/000526080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 05/06/2022] [Indexed: 11/19/2022] Open
Abstract
Contrasting the antigen-presenting dendritic cells (DCs) in the conducting airways, the alveolar DC populations in human lungs have remained poorly investigated. Consequently, little is known about how alveolar DCs are altered in diseases such as chronic obstructive pulmonary disease (COPD). This study maps multiple tissue DC categories in the distal lung across COPD severities. Specifically, single-multiplex immunohistochemistry was applied to quantify langerin/CD207+, CD1a+, BDCA2+, and CD11c+ subsets in distal lung compartments from patients with COPD (GOLD stage I-IV) and never-smoking and smoking controls. In the alveolar parenchyma, increased numbers of CD1a+langerin- (p < 0.05) and BDCA-2+ DCs (p < 0.001) were observed in advanced COPD compared with controls. Alveolar CD11c+ DCs also increased in advanced COPD (p < 0.01). In small airways, langerin+ and BDCA-2+ DCs were also significantly increased. Contrasting the small airway DCs, most alveolar DC subsets frequently extended luminal protrusions. Importantly, alveolar and small airway langerin+ DCs in COPD lungs displayed site-specific marker profiles. Further, multiplex immunohistochemistry with single-cell quantification was used to specifically profile langerin DCs and reveal site-specific expression patterns of the maturation and activation markers S100, fascin, MHC2, and B7. Taken together, our results show that clinically advanced COPD is associated with increased levels of multiple alveolar DC populations exhibiting features of both adaptive and innate immunity phenotypes. This expansion is likely to contribute to the distal lung immunopathology in COPD patients.
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Affiliation(s)
- Michiko Mori
- Department of Experimental Medical Sciences, Lund University, Lund, Sweden
| | | | | | | | | | | | - Medya Shikhagaie
- Department of Experimental Medical Sciences, Lund University, Lund, Sweden
| | - Karolina Åkesson
- Department of Experimental Medical Sciences, Lund University, Lund, Sweden
| | - Anders Bergqvist
- Department of Respiratory Medicine and Allergology, Skåne University Hospital, Lund University, Lund, Sweden
| | - Claes-Göran Löfdahl
- Department of Respiratory Medicine and Allergology, Skåne University Hospital, Lund University, Lund, Sweden
| | - Jonas S. Erjefält
- Department of Experimental Medical Sciences, Lund University, Lund, Sweden
- Department of Respiratory Medicine and Allergology, Skåne University Hospital, Lund University, Lund, Sweden
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Sverrild A, Hansen S, Hvidtfeldt M, Clausson CM, Cozzolino O, Cerps S, Uller L, Backer V, Erjefält J, Porsbjerg C. The effect of tezepelumab on airway hyperresponsiveness to mannitol in asthma (UPSTREAM). Eur Respir J 2021; 59:13993003.01296-2021. [PMID: 34049943 DOI: 10.1183/13993003.01296-2021] [Citation(s) in RCA: 55] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 05/17/2021] [Indexed: 11/05/2022]
Abstract
RATIONALE AND OBJECTIVES Thymic stromal lymphopoietin (TSLP), an epithelial upstream cytokine, initiates production of type-2 (T2) cytokines with eosinophilia and possibly airway hyperresponsiveness (AHR) in asthma.This study aimed to determine whether tezepelumab (a human monoclonal antibody targeting TSLP) decreases AHR and airway inflammation in patients with symptomatic asthma on maintenance treatment with inhaled corticosteroids. METHODS AND MEASUREMENTS In this double-blind, placebo-controlled randomised trial adult patients with asthma and AHR to mannitol received either 700 mg tezepelumab or placebo intravenously at 4-week intervals for 12 weeks. AHR to mannitol was assessed, and a bronchoscopy was performed at baseline and after 12 weeks. The primary outcome was the change in AHR from baseline to week-12 and secondary outcomes were changes in airway inflammation. RESULTS Forty patients were randomised to receive either tezepelumab (n=20) or placebo (n=20). The mean change in PD15 with tezepelumab was 1.9 DD (95% CI 1.2 to 2.5) versus 1·0 (95% CI 0.3 to 1.6) with placebo; p=0.06. Nine (45%) tezepelumab and three (16%) placebo patients had a negative PD15 test at week-12, p=0.04. Airway tissue and BAL eosinophils decreased by 74% (95% CI -53 to -86) and 75% (95% CI -53 to -86) respectively with tezepelumab compared with an increase of 28% (95% CI -39 to 270) and a decrease of 7% (95% CI -49 to 72) respectively with placebo, p=0.004 and p=0.01. CONCLUSIONS Inhibiting TSLP-signalling with tezepelumab reduced the proportion of patients with AHR and decreased eosinophilic inflammation in BAL and airway tissue.
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Affiliation(s)
- Asger Sverrild
- Department of Respiratory Medicine, University Hospital Bispebjerg, Copenhagen, Denmark
| | - Susanne Hansen
- Department of Respiratory Medicine, University Hospital Bispebjerg, Copenhagen, Denmark
| | - Morten Hvidtfeldt
- Department of Respiratory Medicine, University Hospital Bispebjerg, Copenhagen, Denmark
| | | | - Olga Cozzolino
- Department of Experimental Medicine, Lund University, Lund, Sweden
| | - Samuel Cerps
- Department of Experimental Medicine, Lund University, Lund, Sweden
| | - Lena Uller
- Department of Experimental Medicine, Lund University, Lund, Sweden
| | - Vibeke Backer
- Department of ENT and Centre for Physical Activity Research (CFAS), Rigshospitalet, Copenhagen University, Copenhagen Denmark
| | - Jonas Erjefält
- Department of Experimental Medicine, Lund University, Lund, Sweden
| | - Celeste Porsbjerg
- Department of Respiratory Medicine, University Hospital Bispebjerg, Copenhagen, Denmark
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Siddhuraj P, Clausson CM, Sanden C, Alyamani M, Kadivar M, Marsal J, Wallengren J, Bjermer L, Erjefält JS. Lung Mast Cells Have a High Constitutive Expression of Carboxypeptidase A3 mRNA That Is Independent from Granule-Stored CPA3. Cells 2021; 10:cells10020309. [PMID: 33546258 PMCID: PMC7913381 DOI: 10.3390/cells10020309] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 01/27/2021] [Accepted: 01/29/2021] [Indexed: 12/12/2022] Open
Abstract
The mast cell granule metalloprotease CPA3 is proposed to have important tissue homeostatic functions. However, the basal CPA3 mRNA and protein expression among mast cell populations has remained poorly investigated. Using a novel histology-based methodology that yields quantitative data on mRNA and protein expression at a single-cell level, the present study maps CPA3 mRNA and protein throughout the MCT and MCTC populations in healthy skin, gut and lung tissues. MCTC cells had both a higher frequency of CPA3 protein-containing cells and a higher protein-staining intensity than the MCT population. Among the tissues, skin MCs had highest CPA3 protein intensity. The expression pattern at the mRNA level was reversed. Lung mast cells had the highest mean CPA3 mRNA staining. Intriguingly, the large alveolar MCT population, that lack CPA3 protein, had uniquely high CPA3 mRNA intensity. A broader multi-tissue RNA analysis confirmed the uniquely high CPA3 mRNA quantities in the lung and corroborated the dissociation between chymase and CPA3 at the mRNA level. Taken together, our novel data suggest a hitherto underestimated contribution of mucosal-like MCT to baseline CPA3 mRNA production. The functional consequence of this high constitutive expression now reveals an important area for further research.
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Affiliation(s)
- Premkumar Siddhuraj
- Department of Experimental Medical Sciences, Lund University, 221 84 Lund, Sweden; (P.S.); (C.-M.C.); (C.S.); (M.A.); (M.K.)
| | - Carl-Magnus Clausson
- Department of Experimental Medical Sciences, Lund University, 221 84 Lund, Sweden; (P.S.); (C.-M.C.); (C.S.); (M.A.); (M.K.)
| | - Caroline Sanden
- Department of Experimental Medical Sciences, Lund University, 221 84 Lund, Sweden; (P.S.); (C.-M.C.); (C.S.); (M.A.); (M.K.)
- Medetect AB, Medicon Village, 223 81 Lund, Sweden
| | - Manar Alyamani
- Department of Experimental Medical Sciences, Lund University, 221 84 Lund, Sweden; (P.S.); (C.-M.C.); (C.S.); (M.A.); (M.K.)
| | - Mohammad Kadivar
- Department of Experimental Medical Sciences, Lund University, 221 84 Lund, Sweden; (P.S.); (C.-M.C.); (C.S.); (M.A.); (M.K.)
| | - Jan Marsal
- Department of Gastroenterology, Lund University, Skane University Hospital, 221 85 Lund, Sweden;
| | - Joanna Wallengren
- Department of Dermatology, Lund University Skane University Hospital, 221 85 Lund, Sweden;
| | - Leif Bjermer
- Department of Allergology and Respiratory Medicine, Lund University, Skane University Hospital, 221 85 Lund, Sweden;
| | - Jonas S. Erjefält
- Department of Experimental Medical Sciences, Lund University, 221 84 Lund, Sweden; (P.S.); (C.-M.C.); (C.S.); (M.A.); (M.K.)
- Department of Allergology and Respiratory Medicine, Lund University, Skane University Hospital, 221 85 Lund, Sweden;
- Correspondence: ; Tel.: +46-462-220-960
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Andersson S, Sundberg M, Pristovsek N, Ibrahim A, Jonsson P, Katona B, Clausson CM, Zieba A, Ramström M, Söderberg O, Williams C, Asplund A. Corrigendum: Insufficient antibody validation challenges oestrogen receptor beta research. Nat Commun 2017; 8:16164. [PMID: 29184181 PMCID: PMC5717038 DOI: 10.1038/ncomms16164] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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Andersson S, Sundberg M, Pristovsek N, Ibrahim A, Jonsson P, Katona B, Clausson CM, Zieba A, Ramström M, Söderberg O, Williams C, Asplund A. Abstract 3614: Antibody validation revises estrogen receptor beta research. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-3614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The discovery of estrogen receptor β (ERβ/ESR2) in 1996 was a landmark discovery. Its homology with breast cancer pharmacological target and predictive biomarker estrogen receptor α (ERα /ESR1) raised hopes for improved endocrine therapies. However, after twenty years of intense research the therapeutic promises have not materialized. We here perform a rigorous validation of 13 anti-ERβ antibodies, and demonstrate that the vast majority are unspecific. Using well-characterized controls and a panel of validation methods, we conclude that only the rarely used monoclonal antibody PPZ0506 targets ERβ in a specific manner in immunohistochemistry. We applied this antibody for protein expression profiling in 44 normal and 21 malignant human tissues, and found that detection of ERβ protein is limited to testis, ovary, placenta, lymphoid cells, granulosa cell tumors, and a subset of malignant melanoma and thyroid cancers. This expression pattern aligns well with RNA-seq data, but contradicts a multitude of studies. We did not find evidence that normal or cancerous human breast express ERβ protein. Our study highlights how inadequately validated antibodies can lead an exciting and promising field astray.
Citation Format: Sandra Andersson, Mårten Sundberg, Nusa Pristovsek, Ahmed Ibrahim, Philip Jonsson, Borbala Katona, Carl-Magnus Clausson, Agata Zieba, Margareta Ramström, Ola Söderberg, Cecilia Williams, Anna Asplund. Antibody validation revises estrogen receptor beta research [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 3614. doi:10.1158/1538-7445.AM2017-3614
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Andersson S, Sundberg M, Pristovsek N, Ibrahim A, Jonsson P, Katona B, Clausson CM, Zieba A, Ramström M, Söderberg O, Williams C, Asplund A. Insufficient antibody validation challenges oestrogen receptor beta research. Nat Commun 2017. [PMID: 28643774 PMCID: PMC5501969 DOI: 10.1038/ncomms15840] [Citation(s) in RCA: 146] [Impact Index Per Article: 20.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
The discovery of oestrogen receptor β (ERβ/ESR2) was a landmark discovery. Its reported expression and homology with breast cancer pharmacological target ERα (ESR1) raised hopes for improved endocrine therapies. After 20 years of intense research, this has not materialized. We here perform a rigorous validation of 13 anti-ERβ antibodies, using well-characterized controls and a panel of validation methods. We conclude that only one antibody, the rarely used monoclonal PPZ0506, specifically targets ERβ in immunohistochemistry. Applying this antibody for protein expression profiling in 44 normal and 21 malignant human tissues, we detect ERβ protein in testis, ovary, lymphoid cells, granulosa cell tumours, and a subset of malignant melanoma and thyroid cancers. We do not find evidence of expression in normal or cancerous human breast. This expression pattern aligns well with RNA-seq data, but contradicts a multitude of studies. Our study highlights how inadequately validated antibodies can lead an exciting field astray. A large body of work into the role of oestrogen receptor b (ERb) in breast cancer is contradictory, hindering future progress. Here the authors conduct extensive validation of anti-ERb antibodies , and show that normal and cancerous breast tissue do not express ERb, consistent with RNA-seq data.
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Affiliation(s)
- Sandra Andersson
- Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, 751 85 Uppsala, Sweden
| | - Mårten Sundberg
- Department of Chemistry, Uppsala University, Science for Life Laboratory, 75123 Uppsala, Sweden
| | - Nusa Pristovsek
- Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, 751 85 Uppsala, Sweden
| | - Ahmed Ibrahim
- Division of Proteomics and Nanotechnology, School of Biotechnology, Science for Life Laboratory, KTH Royal Institute of Technology, 171 21 Solna, Sweden.,Division of Pharmaceutical Industries, National Research Centre, Dokki 12622, Egypt
| | - Philip Jonsson
- Department of Biology and Biochemistry, University of Houston, Houston, Texas 77204, USA
| | - Borbala Katona
- Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, 751 85 Uppsala, Sweden
| | - Carl-Magnus Clausson
- Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, 751 85 Uppsala, Sweden
| | - Agata Zieba
- Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, 751 85 Uppsala, Sweden
| | - Margareta Ramström
- Department of Chemistry, Uppsala University, Science for Life Laboratory, 75123 Uppsala, Sweden
| | - Ola Söderberg
- Department of Pharmaceutical Biosciences, Uppsala University, 75124 Uppsala, Sweden
| | - Cecilia Williams
- Division of Proteomics and Nanotechnology, School of Biotechnology, Science for Life Laboratory, KTH Royal Institute of Technology, 171 21 Solna, Sweden.,Department of Biology and Biochemistry, University of Houston, Houston, Texas 77204, USA.,Department of Biosciences and Nutrition, Karolinska Institutet, 141 83 Stockholm, Sweden
| | - Anna Asplund
- Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, 751 85 Uppsala, Sweden
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Clausson CM, Arngården L, Ishaq O, Klaesson A, Kühnemund M, Grannas K, Koos B, Qian X, Ranefall P, Krzywkowski T, Brismar H, Nilsson M, Wählby C, Söderberg O. Compaction of rolling circle amplification products increases signal integrity and signal-to-noise ratio. Sci Rep 2015. [PMID: 26202090 PMCID: PMC4511876 DOI: 10.1038/srep12317] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Rolling circle amplification (RCA) for generation of distinct fluorescent signals in situ relies upon the self-collapsing properties of single-stranded DNA in commonly used RCA-based methods. By introducing a cross-hybridizing DNA oligonucleotide during rolling circle amplification, we demonstrate that the fluorophore-labeled RCA products (RCPs) become smaller. The reduced size of RCPs increases the local concentration of fluorophores and as a result, the signal intensity increases together with the signal-to-noise ratio. Furthermore, we have found that RCPs sometimes tend to disintegrate and may be recorded as several RCPs, a trait that is prevented with our cross-hybridizing DNA oligonucleotide. These effects generated by compaction of RCPs improve accuracy of visual as well as automated in situ analysis for RCA based methods, such as proximity ligation assays (PLA) and padlock probes.
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Affiliation(s)
- Carl-Magnus Clausson
- Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, Biomedical center, SE-75108 Uppsala, Sweden
| | - Linda Arngården
- Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, Biomedical center, SE-75108 Uppsala, Sweden
| | - Omer Ishaq
- Department of Information Technology, Centre for Image Analysis, Uppsala University, Science for Life Laboratory, SE-75105 Uppsala, Sweden
| | - Axel Klaesson
- Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, Biomedical center, SE-75108 Uppsala, Sweden
| | - Malte Kühnemund
- Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, Biomedical center, SE-75108 Uppsala, Sweden
| | - Karin Grannas
- Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, Biomedical center, SE-75108 Uppsala, Sweden
| | - Björn Koos
- Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, Biomedical center, SE-75108 Uppsala, Sweden
| | - Xiaoyan Qian
- Department of Biochemistry and biophysics, Stockholm University, Science for Life Laboratory, Svante Arrhenius väg 16C, SE-10691 Stockholm, Sweden
| | - Petter Ranefall
- Department of Information Technology, Centre for Image Analysis, Uppsala University, Science for Life Laboratory, SE-75105 Uppsala, Sweden
| | - Tomasz Krzywkowski
- Department of Biochemistry and biophysics, Stockholm University, Science for Life Laboratory, Svante Arrhenius väg 16C, SE-10691 Stockholm, Sweden
| | - Hjalmar Brismar
- Science for Life Laboratory, Royal Institute of Technology, Box 1031, SE-171 21 Solna, Sweden
| | - Mats Nilsson
- 1] Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, Biomedical center, SE-75108 Uppsala, Sweden [2] Department of Biochemistry and biophysics, Stockholm University, Science for Life Laboratory, Svante Arrhenius väg 16C, SE-10691 Stockholm, Sweden
| | - Carolina Wählby
- Department of Information Technology, Centre for Image Analysis, Uppsala University, Science for Life Laboratory, SE-75105 Uppsala, Sweden
| | - Ola Söderberg
- Department of Immunology, Genetics and Pathology, Uppsala University, Science for Life Laboratory, Biomedical center, SE-75108 Uppsala, Sweden
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Koos B, Cane G, Grannas K, Löf L, Arngården L, Heldin J, Clausson CM, Klaesson A, Hirvonen MK, de Oliveira FMS, Talibov VO, Pham NT, Auer M, Danielson UH, Haybaeck J, Kamali-Moghaddam M, Söderberg O. Proximity-dependent initiation of hybridization chain reaction. Nat Commun 2015; 6:7294. [PMID: 26065580 PMCID: PMC4490387 DOI: 10.1038/ncomms8294] [Citation(s) in RCA: 72] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 04/24/2015] [Indexed: 11/09/2022] Open
Abstract
Sensitive detection of protein interactions and post-translational modifications of native proteins is a challenge for research and diagnostic purposes. A method for this, which could be used in point-of-care devices and high-throughput screening, should be reliable, cost effective and robust. To achieve this, here we design a method (proxHCR) that combines the need for proximal binding with hybridization chain reaction (HCR) for signal amplification. When two oligonucleotide hairpins conjugated to antibodies bind in close proximity, they can be activated to reveal an initiator sequence. This starts a chain reaction of hybridization events between a pair of fluorophore-labelled oligonucleotide hairpins, generating a fluorescent product. In conclusion, we show the applicability of the proxHCR method for the detection of protein interactions and posttranslational modifications in microscopy and flow cytometry. As no enzymes are needed, proxHCR may be an inexpensive and robust alternative to proximity ligation assays. Proximity ligation assays are a sensitive method for detecting protein interactions, but require the addition of enzymes. Here the authors introduce proxHCR, an enzyme-free method of detecting interactions in close proximity by inducing a hybribization chain reaction (HCR) of fluorescently labelled oligonucleotides.
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Affiliation(s)
- Björn Koos
- Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Biomedical center, Husargatan 3, Box 815, SE-75108 Uppsala, Sweden
| | - Gaëlle Cane
- Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Biomedical center, Husargatan 3, Box 815, SE-75108 Uppsala, Sweden
| | - Karin Grannas
- Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Biomedical center, Husargatan 3, Box 815, SE-75108 Uppsala, Sweden
| | - Liza Löf
- Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Biomedical center, Husargatan 3, Box 815, SE-75108 Uppsala, Sweden
| | - Linda Arngården
- Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Biomedical center, Husargatan 3, Box 815, SE-75108 Uppsala, Sweden
| | - Johan Heldin
- Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Biomedical center, Husargatan 3, Box 815, SE-75108 Uppsala, Sweden
| | - Carl-Magnus Clausson
- Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Biomedical center, Husargatan 3, Box 815, SE-75108 Uppsala, Sweden
| | - Axel Klaesson
- Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Biomedical center, Husargatan 3, Box 815, SE-75108 Uppsala, Sweden
| | - M Karoliina Hirvonen
- Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Biomedical center, Husargatan 3, Box 815, SE-75108 Uppsala, Sweden
| | - Felipe M S de Oliveira
- Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Biomedical center, Husargatan 3, Box 815, SE-75108 Uppsala, Sweden
| | - Vladimir O Talibov
- Department of Chemistry-BMC, Box 256, Uppsala University, SE-75123 Uppsala, Sweden
| | - Nhan T Pham
- School of Biological Sciences and School of Biomedical Sciences, University of Edinburgh, C H Waddington Building, Max Born Cresent, Kings Buildings, Edinburgh EH9 3BF, UK
| | - Manfred Auer
- School of Biological Sciences and School of Biomedical Sciences, University of Edinburgh, C H Waddington Building, Max Born Cresent, Kings Buildings, Edinburgh EH9 3BF, UK
| | - U Helena Danielson
- Department of Chemistry-BMC, Box 256, Uppsala University, SE-75123 Uppsala, Sweden
| | - Johannes Haybaeck
- Institute of Pathology, Medical University of Graz, A-8036 Graz, Austria
| | - Masood Kamali-Moghaddam
- Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Biomedical center, Husargatan 3, Box 815, SE-75108 Uppsala, Sweden
| | - Ola Söderberg
- Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Biomedical center, Husargatan 3, Box 815, SE-75108 Uppsala, Sweden
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Leuchowius KJ, Clausson CM, Grannas K, Erbilgin Y, Botling J, Zieba A, Landegren U, Söderberg O. Parallel visualization of multiple protein complexes in individual cells in tumor tissue. Mol Cell Proteomics 2013; 12:1563-71. [PMID: 23436906 DOI: 10.1074/mcp.o112.023374] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Cellular functions are regulated and executed by complex protein interaction networks. Accordingly, it is essential to understand the interplay between proteins in determining the activity status of signaling cascades. New methods are therefore required to provide information on different protein interaction events at the single cell level in heterogeneous cell populations such as in tissue sections. Here, we describe a multiplex proximity ligation assay for simultaneous visualization of multiple protein complexes in situ. The assay is an enhancement of the original proximity ligation assay, and it is based on using proximity probes labeled with unique tag sequences that can be used to read out which probes, from a pool of probes, have bound a certain protein complex. Using this approach, it is possible to gain information on the constituents of different protein complexes, the subcellular location of the complexes, and how the balance between different complex constituents can change between normal and malignant cells, for example. As a proof of concept, we used the assay to simultaneously visualize multiple protein complexes involving EGFR, HER2, and HER3 homo- and heterodimers on a single-cell level in breast cancer tissue sections. The ability to study several protein complex formations concurrently at single cell resolution could be of great potential for a systems understanding, paving the way for improved disease diagnostics and possibilities for drug development.
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Affiliation(s)
- Karl-Johan Leuchowius
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Rudbeck Laboratory, University of Uppsala, Uppsala, Sweden.
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Clausson CM, Grundberg I, Weibrecht I, Nilsson M, Söderberg O. Methods for analysis of the cancer microenvironment and their potential for disease prediction, monitoring and personalized treatments. EPMA J 2012; 3:7. [PMID: 22738217 PMCID: PMC3384241 DOI: 10.1007/s13167-012-0140-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2011] [Accepted: 02/01/2012] [Indexed: 02/06/2023]
Abstract
A tumor does not consist of a homogenous population of cancer cells. Therefore, to understand cancer, the tumor microenvironment and the interplay between the different cell types present in the tumor has to be taken into account, and how this regulates the growth and survival of the cancer cells. To achieve a full picture of this complex interplay, analysis of tumor tissue should ideally be performed with cellular resolution, providing activity status of individual cells in this heterogeneous population of different cell-types. In addition, in situ analysis provides information on the architecture of the tissue wherein the cancer cells thrive, providing information of the identity of neighboring cells that can be used to understand cell-cell communication. Herein we describe how padlock probes and in situ PLA can be used for visualization of nucleic acids and protein activity, respectively, directly in tissue sections, and their potential future role in personalized medicine.
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Affiliation(s)
- Carl-Magnus Clausson
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Rudbeck Laboratory, University of Uppsala, S-751 85, Uppsala, Sweden.
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Clausson CM, Allalou A, Weibrecht I, Mahmoudi S, Farnebo M, Landegren U, Wählby C, Söderberg O. Increasing the dynamic range of in situ PLA. Nat Methods 2011; 8:892-3. [PMID: 22036742 DOI: 10.1038/nmeth.1743] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Weibrecht I, Leuchowius KJ, Clausson CM, Conze T, Jarvius M, Howell WM, Kamali-Moghaddam M, Söderberg O. Proximity ligation assays: a recent addition to the proteomics toolbox. Expert Rev Proteomics 2010; 7:401-9. [PMID: 20536310 DOI: 10.1586/epr.10.10] [Citation(s) in RCA: 243] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
An essential skill for every researcher is to learn how to select and apply the most appropriate methods for the questions they are trying to answer. With the extensive variety of methods available, it is increasingly important to scrutinize the advantages and disadvantages of these techniques prior to making a decision on which to use. In this article, we describe an approach to evaluate methods by reducing them into subcomponents. This is exemplified by a brief description of some commonly used proteomics methods. The same approach can also be used in method development by rearranging subcomponents in order to create new methods, as demonstrated with the development of proximity ligation assays (PLAs). PLA is a method as designed in our laboratory for detection of proteins, protein-protein interactions and post-translational modifications. Fundamentally, protein-recognition events are converted into detectable DNA molecules. The technique uses protein-DNA conjugates as binders for the targets of interest. Binding of two or more conjugates to the target results in assembly of an assay-specific DNA molecule. Subsequent amplification of the DNA molecule generates a signal that can be detected using PCR, for detection of minute amounts of proteins in serum, or standard fluorescence microscopy for detection of protein-protein interactions in tissue sections. Lastly, we apply the approach of recombining subcomponents to develop a few novel hypothetical methods hoping this might stimulate the readers to utilize this approach themselves.
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Affiliation(s)
- Irene Weibrecht
- Department of Genetics and Pathology, Rudbeck laboratory, University of Uppsala, Uppsala, Sweden
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