Urine Proteomics and Renal Single‐Cell Transcriptomics Implicate Interleukin‐16 in Lupus Nephritis

Objective Current lupus nephritis (LN) treatments are effective in only 30% of patients, emphasizing the need for novel therapeutic strategies. We undertook this study to develop mechanistic hypotheses and explore novel biomarkers by analyzing the longitudinal urinary proteomic profiles in LN patien...

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Veröffentlicht in:Arthritis & rheumatology (Hoboken, N.J.) N.J.), 2022-05, Vol.74 (5), p.829-839
Hauptverfasser: Fava, Andrea, Rao, Deepak A., Mohan, Chandra, Zhang, Ting, Rosenberg, Avi, Fenaroli, Paride, Belmont, H. Michael, Izmirly, Peter, Clancy, Robert, Trujillo, Jose Monroy, Fine, Derek, Arazi, Arnon, Berthier, Celine C., Davidson, Anne, James, Judith A., Diamond, Betty, Hacohen, Nir, Wofsy, David, Raychaudhuri, Soumya, Apruzzese, William, Buyon, Jill, Petri, Michelle
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container_issue 5
container_start_page 829
container_title Arthritis & rheumatology (Hoboken, N.J.)
container_volume 74
creator Fava, Andrea
Rao, Deepak A.
Mohan, Chandra
Zhang, Ting
Rosenberg, Avi
Fenaroli, Paride
Belmont, H. Michael
Izmirly, Peter
Clancy, Robert
Trujillo, Jose Monroy
Fine, Derek
Arazi, Arnon
Berthier, Celine C.
Davidson, Anne
James, Judith A.
Diamond, Betty
Hacohen, Nir
Wofsy, David
Raychaudhuri, Soumya
Apruzzese, William
Buyon, Jill
Petri, Michelle
description Objective Current lupus nephritis (LN) treatments are effective in only 30% of patients, emphasizing the need for novel therapeutic strategies. We undertook this study to develop mechanistic hypotheses and explore novel biomarkers by analyzing the longitudinal urinary proteomic profiles in LN patients undergoing treatment. Methods We quantified 1,000 urinary proteins in 30 patients with LN at the time of the diagnostic renal biopsy and after 3, 6, and 12 months. The proteins and molecular pathways detected in the urine proteome were then analyzed with respect to baseline clinical features and longitudinal trajectories. The intrarenal expression of candidate biomarkers was evaluated using single‐cell transcriptomics of renal biopsy sections from LN patients. Results Our analysis revealed multiple biologic pathways, including chemotaxis, neutrophil activation, platelet degranulation, and extracellular matrix organization, which could be noninvasively quantified and monitored in the urine. We identified 237 urinary biomarkers associated with LN, as compared to controls without systemic lupus erythematosus. Interleukin‐16 (IL‐16), CD163, and transforming growth factor β mirrored intrarenal nephritis activity. Response to treatment was paralleled by a reduction in urinary IL‐16, a CD4 ligand with proinflammatory and chemotactic properties. Single‐cell RNA sequencing independently demonstrated that IL16 is the second most expressed cytokine by most infiltrating immune cells in LN kidneys. IL‐16–producing cells were found at key sites of kidney injury. Conclusion Urine proteomics may profoundly change the diagnosis and management of LN by noninvasively monitoring active intrarenal biologic pathways. These findings implicate IL‐16 in LN pathogenesis, designating it as a potentially treatable target and biomarker.
doi_str_mv 10.1002/art.42023
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Michael ; Izmirly, Peter ; Clancy, Robert ; Trujillo, Jose Monroy ; Fine, Derek ; Arazi, Arnon ; Berthier, Celine C. ; Davidson, Anne ; James, Judith A. ; Diamond, Betty ; Hacohen, Nir ; Wofsy, David ; Raychaudhuri, Soumya ; Apruzzese, William ; Buyon, Jill ; Petri, Michelle</creator><creatorcontrib>Fava, Andrea ; Rao, Deepak A. ; Mohan, Chandra ; Zhang, Ting ; Rosenberg, Avi ; Fenaroli, Paride ; Belmont, H. Michael ; Izmirly, Peter ; Clancy, Robert ; Trujillo, Jose Monroy ; Fine, Derek ; Arazi, Arnon ; Berthier, Celine C. ; Davidson, Anne ; James, Judith A. ; Diamond, Betty ; Hacohen, Nir ; Wofsy, David ; Raychaudhuri, Soumya ; Apruzzese, William ; Buyon, Jill ; Petri, Michelle ; Accelerating Medicines Partnership in Rheumatoid Arthritis and Systemic Lupus Erythematosus Network ; the Accelerating Medicines Partnership in Rheumatoid Arthritis and Systemic Lupus Erythematosus Network</creatorcontrib><description>Objective Current lupus nephritis (LN) treatments are effective in only 30% of patients, emphasizing the need for novel therapeutic strategies. We undertook this study to develop mechanistic hypotheses and explore novel biomarkers by analyzing the longitudinal urinary proteomic profiles in LN patients undergoing treatment. Methods We quantified 1,000 urinary proteins in 30 patients with LN at the time of the diagnostic renal biopsy and after 3, 6, and 12 months. The proteins and molecular pathways detected in the urine proteome were then analyzed with respect to baseline clinical features and longitudinal trajectories. The intrarenal expression of candidate biomarkers was evaluated using single‐cell transcriptomics of renal biopsy sections from LN patients. Results Our analysis revealed multiple biologic pathways, including chemotaxis, neutrophil activation, platelet degranulation, and extracellular matrix organization, which could be noninvasively quantified and monitored in the urine. We identified 237 urinary biomarkers associated with LN, as compared to controls without systemic lupus erythematosus. Interleukin‐16 (IL‐16), CD163, and transforming growth factor β mirrored intrarenal nephritis activity. Response to treatment was paralleled by a reduction in urinary IL‐16, a CD4 ligand with proinflammatory and chemotactic properties. Single‐cell RNA sequencing independently demonstrated that IL16 is the second most expressed cytokine by most infiltrating immune cells in LN kidneys. IL‐16–producing cells were found at key sites of kidney injury. Conclusion Urine proteomics may profoundly change the diagnosis and management of LN by noninvasively monitoring active intrarenal biologic pathways. These findings implicate IL‐16 in LN pathogenesis, designating it as a potentially treatable target and biomarker.</description><identifier>ISSN: 2326-5191</identifier><identifier>EISSN: 2326-5205</identifier><identifier>DOI: 10.1002/art.42023</identifier><identifier>PMID: 34783463</identifier><language>eng</language><publisher>Boston, USA: Wiley Periodicals, Inc</publisher><subject>Biological Products ; Biomarkers ; Biomarkers - metabolism ; Biomonitoring ; Biopsy ; CD163 antigen ; CD4 antigen ; Cell activation ; Chemotaxis ; Chronic conditions ; Cytokines ; Degranulation ; Extracellular matrix ; Female ; Gene sequencing ; Growth factors ; Humans ; Immune system ; Inflammation ; Interleukin 1 ; Interleukin 16 ; Interleukin-16 - genetics ; Interleukin-16 - metabolism ; Interleukins ; Kidney - pathology ; Kidneys ; Leukocytes (neutrophilic) ; Lupus ; Lupus nephritis ; Lupus Nephritis - pathology ; Male ; Nephritis ; Pathogenesis ; Patients ; Proteins ; Proteomes ; Proteomics ; Proteomics - methods ; Single-Cell Analysis ; Systemic lupus erythematosus ; Transcriptome ; Transcriptomics ; Transforming growth factor-b ; Urine</subject><ispartof>Arthritis &amp; rheumatology (Hoboken, N.J.), 2022-05, Vol.74 (5), p.829-839</ispartof><rights>2021 American College of Rheumatology</rights><rights>2021 American College of Rheumatology.</rights><rights>2022 American College of Rheumatology</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3883-a50d2eef437267bcb0e14fdabd8c4f3dbdecc30efd161b71f6194bbe8efa36a63</citedby><cites>FETCH-LOGICAL-c3883-a50d2eef437267bcb0e14fdabd8c4f3dbdecc30efd161b71f6194bbe8efa36a63</cites><orcidid>0000-0002-9574-7355 ; 0000-0001-6738-4836 ; 0000-0002-8616-9733 ; 0000-0001-9672-7746 ; 0000-0003-1441-5373 ; 0000-0001-5445-2182</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fart.42023$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fart.42023$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34783463$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Fava, Andrea</creatorcontrib><creatorcontrib>Rao, Deepak A.</creatorcontrib><creatorcontrib>Mohan, Chandra</creatorcontrib><creatorcontrib>Zhang, Ting</creatorcontrib><creatorcontrib>Rosenberg, Avi</creatorcontrib><creatorcontrib>Fenaroli, Paride</creatorcontrib><creatorcontrib>Belmont, H. Michael</creatorcontrib><creatorcontrib>Izmirly, Peter</creatorcontrib><creatorcontrib>Clancy, Robert</creatorcontrib><creatorcontrib>Trujillo, Jose Monroy</creatorcontrib><creatorcontrib>Fine, Derek</creatorcontrib><creatorcontrib>Arazi, Arnon</creatorcontrib><creatorcontrib>Berthier, Celine C.</creatorcontrib><creatorcontrib>Davidson, Anne</creatorcontrib><creatorcontrib>James, Judith A.</creatorcontrib><creatorcontrib>Diamond, Betty</creatorcontrib><creatorcontrib>Hacohen, Nir</creatorcontrib><creatorcontrib>Wofsy, David</creatorcontrib><creatorcontrib>Raychaudhuri, Soumya</creatorcontrib><creatorcontrib>Apruzzese, William</creatorcontrib><creatorcontrib>Buyon, Jill</creatorcontrib><creatorcontrib>Petri, Michelle</creatorcontrib><creatorcontrib>Accelerating Medicines Partnership in Rheumatoid Arthritis and Systemic Lupus Erythematosus Network</creatorcontrib><creatorcontrib>the Accelerating Medicines Partnership in Rheumatoid Arthritis and Systemic Lupus Erythematosus Network</creatorcontrib><title>Urine Proteomics and Renal Single‐Cell Transcriptomics Implicate Interleukin‐16 in Lupus Nephritis</title><title>Arthritis &amp; rheumatology (Hoboken, N.J.)</title><addtitle>Arthritis Rheumatol</addtitle><description>Objective Current lupus nephritis (LN) treatments are effective in only 30% of patients, emphasizing the need for novel therapeutic strategies. We undertook this study to develop mechanistic hypotheses and explore novel biomarkers by analyzing the longitudinal urinary proteomic profiles in LN patients undergoing treatment. Methods We quantified 1,000 urinary proteins in 30 patients with LN at the time of the diagnostic renal biopsy and after 3, 6, and 12 months. The proteins and molecular pathways detected in the urine proteome were then analyzed with respect to baseline clinical features and longitudinal trajectories. The intrarenal expression of candidate biomarkers was evaluated using single‐cell transcriptomics of renal biopsy sections from LN patients. Results Our analysis revealed multiple biologic pathways, including chemotaxis, neutrophil activation, platelet degranulation, and extracellular matrix organization, which could be noninvasively quantified and monitored in the urine. We identified 237 urinary biomarkers associated with LN, as compared to controls without systemic lupus erythematosus. Interleukin‐16 (IL‐16), CD163, and transforming growth factor β mirrored intrarenal nephritis activity. Response to treatment was paralleled by a reduction in urinary IL‐16, a CD4 ligand with proinflammatory and chemotactic properties. Single‐cell RNA sequencing independently demonstrated that IL16 is the second most expressed cytokine by most infiltrating immune cells in LN kidneys. IL‐16–producing cells were found at key sites of kidney injury. Conclusion Urine proteomics may profoundly change the diagnosis and management of LN by noninvasively monitoring active intrarenal biologic pathways. 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Michael ; Izmirly, Peter ; Clancy, Robert ; Trujillo, Jose Monroy ; Fine, Derek ; Arazi, Arnon ; Berthier, Celine C. ; Davidson, Anne ; James, Judith A. ; Diamond, Betty ; Hacohen, Nir ; Wofsy, David ; Raychaudhuri, Soumya ; Apruzzese, William ; Buyon, Jill ; Petri, Michelle</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3883-a50d2eef437267bcb0e14fdabd8c4f3dbdecc30efd161b71f6194bbe8efa36a63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Biological Products</topic><topic>Biomarkers</topic><topic>Biomarkers - metabolism</topic><topic>Biomonitoring</topic><topic>Biopsy</topic><topic>CD163 antigen</topic><topic>CD4 antigen</topic><topic>Cell activation</topic><topic>Chemotaxis</topic><topic>Chronic conditions</topic><topic>Cytokines</topic><topic>Degranulation</topic><topic>Extracellular matrix</topic><topic>Female</topic><topic>Gene sequencing</topic><topic>Growth factors</topic><topic>Humans</topic><topic>Immune system</topic><topic>Inflammation</topic><topic>Interleukin 1</topic><topic>Interleukin 16</topic><topic>Interleukin-16 - genetics</topic><topic>Interleukin-16 - metabolism</topic><topic>Interleukins</topic><topic>Kidney - pathology</topic><topic>Kidneys</topic><topic>Leukocytes (neutrophilic)</topic><topic>Lupus</topic><topic>Lupus nephritis</topic><topic>Lupus Nephritis - pathology</topic><topic>Male</topic><topic>Nephritis</topic><topic>Pathogenesis</topic><topic>Patients</topic><topic>Proteins</topic><topic>Proteomes</topic><topic>Proteomics</topic><topic>Proteomics - methods</topic><topic>Single-Cell Analysis</topic><topic>Systemic lupus erythematosus</topic><topic>Transcriptome</topic><topic>Transcriptomics</topic><topic>Transforming growth factor-b</topic><topic>Urine</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Fava, Andrea</creatorcontrib><creatorcontrib>Rao, Deepak A.</creatorcontrib><creatorcontrib>Mohan, Chandra</creatorcontrib><creatorcontrib>Zhang, Ting</creatorcontrib><creatorcontrib>Rosenberg, Avi</creatorcontrib><creatorcontrib>Fenaroli, Paride</creatorcontrib><creatorcontrib>Belmont, H. 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Michael</au><au>Izmirly, Peter</au><au>Clancy, Robert</au><au>Trujillo, Jose Monroy</au><au>Fine, Derek</au><au>Arazi, Arnon</au><au>Berthier, Celine C.</au><au>Davidson, Anne</au><au>James, Judith A.</au><au>Diamond, Betty</au><au>Hacohen, Nir</au><au>Wofsy, David</au><au>Raychaudhuri, Soumya</au><au>Apruzzese, William</au><au>Buyon, Jill</au><au>Petri, Michelle</au><aucorp>Accelerating Medicines Partnership in Rheumatoid Arthritis and Systemic Lupus Erythematosus Network</aucorp><aucorp>the Accelerating Medicines Partnership in Rheumatoid Arthritis and Systemic Lupus Erythematosus Network</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Urine Proteomics and Renal Single‐Cell Transcriptomics Implicate Interleukin‐16 in Lupus Nephritis</atitle><jtitle>Arthritis &amp; rheumatology (Hoboken, N.J.)</jtitle><addtitle>Arthritis Rheumatol</addtitle><date>2022-05</date><risdate>2022</risdate><volume>74</volume><issue>5</issue><spage>829</spage><epage>839</epage><pages>829-839</pages><issn>2326-5191</issn><eissn>2326-5205</eissn><abstract>Objective Current lupus nephritis (LN) treatments are effective in only 30% of patients, emphasizing the need for novel therapeutic strategies. We undertook this study to develop mechanistic hypotheses and explore novel biomarkers by analyzing the longitudinal urinary proteomic profiles in LN patients undergoing treatment. Methods We quantified 1,000 urinary proteins in 30 patients with LN at the time of the diagnostic renal biopsy and after 3, 6, and 12 months. The proteins and molecular pathways detected in the urine proteome were then analyzed with respect to baseline clinical features and longitudinal trajectories. The intrarenal expression of candidate biomarkers was evaluated using single‐cell transcriptomics of renal biopsy sections from LN patients. Results Our analysis revealed multiple biologic pathways, including chemotaxis, neutrophil activation, platelet degranulation, and extracellular matrix organization, which could be noninvasively quantified and monitored in the urine. We identified 237 urinary biomarkers associated with LN, as compared to controls without systemic lupus erythematosus. Interleukin‐16 (IL‐16), CD163, and transforming growth factor β mirrored intrarenal nephritis activity. Response to treatment was paralleled by a reduction in urinary IL‐16, a CD4 ligand with proinflammatory and chemotactic properties. Single‐cell RNA sequencing independently demonstrated that IL16 is the second most expressed cytokine by most infiltrating immune cells in LN kidneys. IL‐16–producing cells were found at key sites of kidney injury. Conclusion Urine proteomics may profoundly change the diagnosis and management of LN by noninvasively monitoring active intrarenal biologic pathways. These findings implicate IL‐16 in LN pathogenesis, designating it as a potentially treatable target and biomarker.</abstract><cop>Boston, USA</cop><pub>Wiley Periodicals, Inc</pub><pmid>34783463</pmid><doi>10.1002/art.42023</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-9574-7355</orcidid><orcidid>https://orcid.org/0000-0001-6738-4836</orcidid><orcidid>https://orcid.org/0000-0002-8616-9733</orcidid><orcidid>https://orcid.org/0000-0001-9672-7746</orcidid><orcidid>https://orcid.org/0000-0003-1441-5373</orcidid><orcidid>https://orcid.org/0000-0001-5445-2182</orcidid><oa>free_for_read</oa></addata></record>
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source MEDLINE; Access via Wiley Online Library; Alma/SFX Local Collection
subjects Biological Products
Biomarkers
Biomarkers - metabolism
Biomonitoring
Biopsy
CD163 antigen
CD4 antigen
Cell activation
Chemotaxis
Chronic conditions
Cytokines
Degranulation
Extracellular matrix
Female
Gene sequencing
Growth factors
Humans
Immune system
Inflammation
Interleukin 1
Interleukin 16
Interleukin-16 - genetics
Interleukin-16 - metabolism
Interleukins
Kidney - pathology
Kidneys
Leukocytes (neutrophilic)
Lupus
Lupus nephritis
Lupus Nephritis - pathology
Male
Nephritis
Pathogenesis
Patients
Proteins
Proteomes
Proteomics
Proteomics - methods
Single-Cell Analysis
Systemic lupus erythematosus
Transcriptome
Transcriptomics
Transforming growth factor-b
Urine
title Urine Proteomics and Renal Single‐Cell Transcriptomics Implicate Interleukin‐16 in Lupus Nephritis
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