1
|
Hamlin RE, Pienkos SM, Chan L, Stabile MA, Pinedo K, Rao M, Grant P, Bonilla H, Holubar M, Singh U, Jacobson KB, Jagannathan P, Maldonado Y, Holmes SP, Subramanian A, Blish CA. Sex differences and immune correlates of Long COVID development, persistence, and resolution. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.18.599612. [PMID: 38948732 PMCID: PMC11212991 DOI: 10.1101/2024.06.18.599612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Sex differences have been observed in acute COVID-19 and Long COVID (LC) outcomes, with greater disease severity and mortality during acute infection in males and a greater proportion of females developing LC. We hypothesized that sex-specific immune dysregulation contributes to the pathogenesis of LC. To investigate the immunologic underpinnings of LC development and persistence, we used single-cell transcriptomics, single-cell proteomics, and plasma proteomics on blood samples obtained during acute SARS-CoV-2 infection and at 3 and 12 months post-infection in a cohort of 45 patients who either developed LC or recovered. Several sex-specific immune pathways were associated with LC. Specifically, males who would develop LC at 3 months had widespread increases in TGF-β signaling during acute infection in proliferating NK cells. Females who would develop LC demonstrated increased expression of XIST , an RNA gene implicated in autoimmunity, and increased IL1 signaling in monocytes at 12 months post infection. Several immune features of LC were also conserved across sexes. Both males and females with LC had reduced co-stimulatory signaling from monocytes and broad upregulation of NF-κB transcription factors. In both sexes, those with persistent LC demonstrated increased LAG3, a marker of T cell exhaustion, reduced ETS1 transcription factor expression across lymphocyte subsets, and elevated intracellular IL-4 levels in T cell subsets, suggesting that ETS1 alterations may drive an aberrantly elevated Th2-like response in LC. Altogether, this study describes multiple innate and adaptive immune correlates of LC, some of which differ by sex, and offers insights toward the pursuit of tailored therapeutics. One Sentence Summary This multi-omic analysis of Long COVID reveals sex differences and immune correlates of Long COVID development, persistence, and resolution.
Collapse
|
2
|
Drake KA, Talantov D, Tong GJ, Lin JT, Verheijden S, Katz S, Leung JM, Yuen B, Krishna V, Wu MJ, Sutherland AM, Short SA, Kheradpour P, Mumbach MR, Franz KM, Trifonov V, Lucas MV, Merson J, Kim CC. Multi-omic profiling reveals early immunological indicators for identifying COVID-19 Progressors. Clin Immunol 2023; 256:109808. [PMID: 37852344 DOI: 10.1016/j.clim.2023.109808] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 09/25/2023] [Accepted: 10/11/2023] [Indexed: 10/20/2023]
Abstract
We sought to better understand the immune response during the immediate post-diagnosis phase of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) by identifying molecular associations with longitudinal disease outcomes. Multi-omic analyses identified differences in immune cell composition, cytokine levels, and cell subset-specific transcriptomic and epigenomic signatures between individuals on a more serious disease trajectory (Progressors) as compared to those on a milder course (Non-progressors). Higher levels of multiple cytokines were observed in Progressors, with IL-6 showing the largest difference. Blood monocyte cell subsets were also skewed, showing a comparative decrease in non-classical CD14-CD16+ and intermediate CD14+CD16+ monocytes. In lymphocytes, the CD8+ T effector memory cells displayed a gene expression signature consistent with stronger T cell activation in Progressors. These early stage observations could serve as the basis for the development of prognostic biomarkers of disease risk and interventional strategies to improve the management of severe COVID-19. BACKGROUND: Much of the literature on immune response post-SARS-CoV-2 infection has been in the acute and post-acute phases of infection. TRANSLATIONAL SIGNIFICANCE: We found differences at early time points of infection in approximately 160 participants. We compared multi-omic signatures in immune cells between individuals progressing to needing more significant medical intervention and non-progressors. We observed widespread evidence of a state of increased inflammation associated with progression, supported by a range of epigenomic, transcriptomic, and proteomic signatures. The signatures we identified support other findings at later time points and serve as the basis for prognostic biomarker development or to inform interventional strategies.
Collapse
Affiliation(s)
- Katherine A Drake
- Verily Life Sciences, South San Francisco, CA, United States of America
| | - Dimitri Talantov
- Janssen Research & Development, LLC, San Diego, CA, United States of America
| | - Gary J Tong
- Verily Life Sciences, South San Francisco, CA, United States of America
| | - Jack T Lin
- Verily Life Sciences, South San Francisco, CA, United States of America
| | | | - Samuel Katz
- Verily Life Sciences, South San Francisco, CA, United States of America
| | | | - Benjamin Yuen
- Verily Life Sciences, South San Francisco, CA, United States of America
| | - Vinod Krishna
- Janssen Research & Development, LLC, San Diego, CA, United States of America
| | - Michelle J Wu
- Verily Life Sciences, South San Francisco, CA, United States of America
| | | | - Sarah A Short
- Verily Life Sciences, South San Francisco, CA, United States of America
| | - Pouya Kheradpour
- Verily Life Sciences, South San Francisco, CA, United States of America
| | - Maxwell R Mumbach
- Verily Life Sciences, South San Francisco, CA, United States of America
| | - Kate M Franz
- Verily Life Sciences, South San Francisco, CA, United States of America
| | - Vladimir Trifonov
- Janssen Research & Development, LLC, San Diego, CA, United States of America
| | - Molly V Lucas
- Janssen Research & Development, LLC, NJ, United States of America
| | - James Merson
- Janssen Research & Development, LLC, San Francisco, CA, United States of America
| | - Charles C Kim
- Verily Life Sciences, South San Francisco, CA, United States of America.
| |
Collapse
|
3
|
Drake KA, Talantov D, Tong GJ, Lin JT, Verheijden S, Katz S, Leung JM, Yuen B, Krishna V, Wu MJ, Sutherland A, Short SA, Kheradpour P, Mumbach M, Franz K, Trifonov V, Lucas MV, Merson J, Kim CC. Multi-omic Profiling Reveals Early Immunological Indicators for Identifying COVID-19 Progressors. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.25.542297. [PMID: 37292797 PMCID: PMC10246026 DOI: 10.1101/2023.05.25.542297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The pandemic caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has led to a rapid response by the scientific community to further understand and combat its associated pathologic etiology. A focal point has been on the immune responses mounted during the acute and post-acute phases of infection, but the immediate post-diagnosis phase remains relatively understudied. We sought to better understand the immediate post-diagnosis phase by collecting blood from study participants soon after a positive test and identifying molecular associations with longitudinal disease outcomes. Multi-omic analyses identified differences in immune cell composition, cytokine levels, and cell subset-specific transcriptomic and epigenomic signatures between individuals on a more serious disease trajectory (Progressors) as compared to those on a milder course (Non-progressors). Higher levels of multiple cytokines were observed in Progressors, with IL-6 showing the largest difference. Blood monocyte cell subsets were also skewed, showing a comparative decrease in non-classical CD14-CD16+ and intermediate CD14+CD16+ monocytes. Additionally, in the lymphocyte compartment, CD8+ T effector memory cells displayed a gene expression signature consistent with stronger T cell activation in Progressors. Importantly, the identification of these cellular and molecular immune changes occurred at the early stages of COVID-19 disease. These observations could serve as the basis for the development of prognostic biomarkers of disease risk and interventional strategies to improve the management of severe COVID-19.
Collapse
Affiliation(s)
| | | | - Gary J Tong
- Verily Life Sciences, South San Francisco, CA
| | - Jack T Lin
- Verily Life Sciences, South San Francisco, CA
| | | | - Samuel Katz
- Verily Life Sciences, South San Francisco, CA
| | | | | | | | | | | | | | | | | | - Kate Franz
- Verily Life Sciences, South San Francisco, CA
| | | | | | - James Merson
- Janssen Research & Development, LLC, San Diego, CA
| | | |
Collapse
|
4
|
Wang Z, Wang H, Barreto Sánchez AL, Thiam M, Zhang J, Li Q, Zheng M, Wen J, Li H, Zhao G, Wang Q. Comparative Analysis of the Liver Transcriptome of Beijing You Chickens and Guang Ming Broilers under Salmonella enterica Serovar Typhimurium Infection. Microorganisms 2022; 10:microorganisms10122440. [PMID: 36557693 PMCID: PMC9788339 DOI: 10.3390/microorganisms10122440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 11/21/2022] [Accepted: 12/01/2022] [Indexed: 12/14/2022] Open
Abstract
Salmonella enterica serovar Typhimurium (ST) is a food-borne pathogen that can infect animals and humans. It is currently the most common bacterial pathogen that negatively affects the poultry industry. Although different chicken breeds have been observed to exhibit diverse resistance to ST infection, the underlying genetic mechanisms remain unclear and the genes involved in this differential disease resistance need to be identified. To overcome this knowledge gap, we used a liver transcriptome analysis to screen differentially expressed genes (DEGs) in two different chicken breeds (local Beijing You (BY) and commercial Guang Ming No. 2 broiler line B (GM)) before and after ST infection. We also performed weighted gene co-expression network analysis (WGCNA) to detect hub genes, and employed selection signal analysis of candidate genes. Three promising genes (EGR1, JUN and FOS) were eventually identified, and were significantly and differentially expressed in the same breed under different conditions, and in the two breeds after ST infection. Hub genes, such as PPFIA4 and ZNF395, were identified using WGCNA, and were associated with the ratio of heterophils to lymphocytes (H/L), an indicator of disease resistance. the present study identified several genes and pathways associated with resistance to ST infection, and found that BY had greater resistance to ST infection than GM. The results obtained provide valuable resources for investigating the mechanisms of resistance to ST infection in different chicken breeds.
Collapse
Affiliation(s)
- Zixuan Wang
- Institute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing 100193, China
- College of Animal Science and Technology, Qingdao Agricultural University, Qingdao 266109, China
| | - Hailong Wang
- Institute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | | | - Mamadou Thiam
- Institute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Jin Zhang
- Institute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Qinghe Li
- Institute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Maiqing Zheng
- Institute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Jie Wen
- Institute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Hegang Li
- College of Animal Science and Technology, Qingdao Agricultural University, Qingdao 266109, China
| | - Guiping Zhao
- Institute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Qiao Wang
- Institute of Animal Sciences of Chinese Academy of Agricultural Sciences, Beijing 100193, China
- Correspondence:
| |
Collapse
|
5
|
Xiao F, Shen J, Zhou L, Fang Z, Weng Y, Zhang C, Zhang L, Huang X, Zhan R. ZNF395 facilitates macrophage polarization and impacts the prognosis of glioma. Am J Cancer Res 2022; 12:4312-4325. [PMID: 36225626 PMCID: PMC9548007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 09/03/2022] [Indexed: 06/16/2023] Open
Abstract
The immune microenvironment of glioma attributes to the initiation and development of glioma; however, the underlying mechanisms of tumor microenvironment formation have not been fully understood. In this study, we revealed that Zinc Finger Protein 395 (ZNF395), a member of the Kruppel C2H2-type zinc-finger protein family and also known as a common transcription factor, was aberrantly overexpressed in glioma and positively associated with the poor clinicopathological features and the prognosis of patients with glioma based on the analyses of TCGA, CGGA and other datasets. Further in vitro experimental data demonstrated that the upregulation of ZNF395 promoted the proliferation of glioma cells. In addition, functional enrichment analysis showed that ZNF395 was involved in immune processes and correlated with macrophage infiltration and polarization. Moreover, C-C Motif Chemokine Ligand 20 (CCL20), one of the ZNF395 co-expressed genes, was validated as the downstream factor under the transcriptional regulation of ZNF395. Importantly, cell co-culture experiments confirmed that ZNF395 upregulated both the intracellular and secreted CCL20 level of glioma cells and induced M2 macrophage polarization which is known to promote the malignant progression of glioma. Taken together, our findings suggested that ZNF395 might play an essential role in glioma development, and inhibition of ZNF395 might be a plausible strategy for glioma therapy.
Collapse
Affiliation(s)
- Feng Xiao
- Department of Neurosurgery, The 1st Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Jie Shen
- Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Lihui Zhou
- Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Zebin Fang
- Department of Neurosurgery, The 1st Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Yuxiang Weng
- Department of Neurosurgery, The 1st Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Chao Zhang
- Department of Neurosurgery, The 1st Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Luyuan Zhang
- Department of Neurosurgery, The 1st Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Xin Huang
- Department of Neurosurgery, The 1st Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| | - Renya Zhan
- Department of Neurosurgery, The 1st Affiliated Hospital, Zhejiang University School of MedicineHangzhou, Zhejiang, China
| |
Collapse
|
6
|
Chen C, Zhou H, Liu Z, Ma X. Dysregulation of Zinc Finger Protein 395 Contributes to the Pathogenesis of Chondrosarcoma. Onco Targets Ther 2021; 14:3545-3553. [PMID: 34113121 PMCID: PMC8183675 DOI: 10.2147/ott.s310164] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 05/12/2021] [Indexed: 12/26/2022] Open
Abstract
Introduction The transcription factor zinc finger protein 395 (ZNF395) is involved in several cellular responses and tumorigenesis. However, the potential role and clinical significance of ZNF395 in chondrosarcoma are not well investigated. This study determines the expression profile, prognostic value and biological function of ZNF395 in human chondrosarcoma. Methods The mRNA and protein expressions of ZNF395 in fresh chondrosarcomas and the matched adjacent non-tumor tissues were assessed using real-time PCR and immunoblotting, respectively. The protein expression of ZNF395 in chondrosarcoma specimens was evaluated by immunohistochemistry, and the relationships among its protein level, clinicopathological parameters and prognosis were further detected. Cell viability, colony formation, migration, invasion and apoptosis assay were evaluated in chondrosarcoma cells with depletion of ZNF395. Results The mRNA and protein expressions of ZNF395 in chondrosarcoma tissues were significantly higher than those in the matched adjacent non-tumor tissues and benign cartilage tumors. Clinical analysis displayed that ZNF395 was expressed at higher levels in chondrosarcoma patients with higher histological grade and advanced MSTS stage. Furthermore, we demonstrated that high expression of ZNF395 correlated with a worse overall survival of chondrosarcoma patients. Multivariate Cox regression analysis indicated that ZNF395 was an independent prognostic marker in chondrosarcoma patients. Functional studies revealed that depletion of ZNF395 markedly inhibited cell viability, colony formation, migration and invasion, and promoted apoptosis in chondrosarcoma. Conclusion These findings suggest that dysregulation of ZNF395 contributes to chondrosarcoma development, and ZNF395 may act as a potent oncogene and serve as a independently prognostic factor, highlight the potential of ZNF395 as a novel biomarker and therapeutic target for chondrosarcoma.
Collapse
Affiliation(s)
- Changbao Chen
- Department of Spinal Surgery, Tianjin Hospital, Tianjin, 300211, People's Republic of China
| | - Hua Zhou
- Department of Orthopaedic Surgery, Peking University Third Hospital, Beijing, 100191, People's Republic of China
| | - Zhongjun Liu
- Department of Orthopaedic Surgery, Peking University Third Hospital, Beijing, 100191, People's Republic of China
| | - Xinlong Ma
- Department of Spinal Surgery, Tianjin Hospital, Tianjin, 300211, People's Republic of China
| |
Collapse
|
7
|
Duan B, Fu D, Zhang C, Ding P, Dong X, Xia B. Selective Nonmethylated CpG DNA Recognition Mechanism of Cysteine Clamp Domains. J Am Chem Soc 2021; 143:7688-7697. [PMID: 33983734 DOI: 10.1021/jacs.1c00599] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Methylation of DNA at CpG sites is a major mark for epigenetic regulation, but how transcription factors are influenced by CpG methylation is not well understood. Here, we report the molecular mechanisms of how the TCF (T-cell factor) and GEF (glucose transporter 4 enhancer factor) families of proteins selectively target unmethylated DNA sequences with a C-clamp type zinc finger domain. The structure of the C-clamp domain from human GEF family protein HDBP1 (C-clampHDBP1) in complex with DNA was determined using NMR spectroscopy, which adopts a unique zinc finger fold and selectively binds RCCGG (R = A/G) DNA sequences with an "Arg···Trp-Lys-Lys" DNA recognition motif inserted in the major groove. The CpG base pairs are central to the binding due to multiple hydrogen bonds formed with the backbone carbonyl groups of Trp378 and Lys379, as well as the side chain ε-amino groups of Lys379 and Lys380 from C-clampHDBP1. Consequently, methylation of the CpG dinucleotide almost abolishes the binding. Homology modeling reveals that the C-clamp domain from human TCF1E (C-clampTCF1E) binds DNA through essentially the same mechanism, with a similar "Arg···Arg-Lys-Lys" DNA recognition motif. The substitution of tryptophan by arginine makes C-clampHDBP1 prefer RCCGC DNA sequences. The two signature DNA recognition motifs are invariant in the GEF and TCF families of proteins, respectively, from fly to human. The recognition of the CpG dinucleotide through two consecutive backbone carbonyl groups is the same as that of the CXXC type unmethylated CpG DNA binding domains, suggesting a common mechanism shared by unmethylated CpG binding proteins.
Collapse
Affiliation(s)
- Bo Duan
- Beijing Nuclear Magnetic Resonance Center, College of Chemistry and Molecular Engineering, and School of Life Sciences, Peking University, Beijing 100871, China
| | - Dihong Fu
- Beijing Nuclear Magnetic Resonance Center, College of Chemistry and Molecular Engineering, and School of Life Sciences, Peking University, Beijing 100871, China
| | - Chaoqun Zhang
- Beijing Nuclear Magnetic Resonance Center, College of Chemistry and Molecular Engineering, and School of Life Sciences, Peking University, Beijing 100871, China
| | - Pengfei Ding
- Beijing Nuclear Magnetic Resonance Center, College of Chemistry and Molecular Engineering, and School of Life Sciences, Peking University, Beijing 100871, China
| | - Xianzhi Dong
- Institute of Biophysics, Chinese Academy of Science, Beijing 100101, China
| | - Bin Xia
- Beijing Nuclear Magnetic Resonance Center, College of Chemistry and Molecular Engineering, and School of Life Sciences, Peking University, Beijing 100871, China
| |
Collapse
|
8
|
Rudnytska OV, Khita OO, Minchenko DO, Tsymbal DO, Yefimova YV, Sliusar MY, Minchenko O. The low doses of SWCNTs affect the expression of proliferation and apoptosis related genes in normal human astrocytes. Curr Res Toxicol 2021; 2:64-71. [PMID: 34345851 PMCID: PMC8320633 DOI: 10.1016/j.crtox.2021.02.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 02/07/2021] [Accepted: 02/07/2021] [Indexed: 12/13/2022] Open
Abstract
The unique properties of single-walled carbon nanotubes (SWCNTs) make them viable candidates for versatile implementation in the biomedical devices. They are able to cross the blood-brain barrier, enter cells and accumulate in cell nuclei. We studied the effect of these carbon nanoparticles on the expression of genes associated with endoplasmic reticulum stress and proliferation, cell viability and cancerogenesis as well as microRNAs in normal human astrocytes. We have shown that treatment of normal human astrocytes by small doses of SWCNTs (2 and 8 ng/ml of medium for 24 hrs) affect the expression of DNAJB9, IGFBP3, IGFBP6, CLU, ZNF395, KRT18, GJA1, HILPDA, and MEST mRNAs as well as several miRNAs, which have binding sites at 3'-UTR of these mRNAs. These changes in the expression profile of individual mRNAs introduced by SWCNTs are dissimilar in magnitude and direction and are the result of both transcriptional and posttranscriptional mechanisms of regulation. It is possible that these changes in gene expressions are mediated by the endoplasmic reticulum stress introduced by carbon nanotubes and reflect the disturbance of the genome stability. In conclusion, the low doses of SWCNTs disrupt the functional integrity of the genome and possibly exhibit a genotoxic effect.
Collapse
Affiliation(s)
- Olha V Rudnytska
- Department of Molecular Biology, Palladin Institute of Biochemistry National Academy of Sciences of Ukraine, Kiev 01030, Ukraine
| | - Olena O Khita
- Department of Molecular Biology, Palladin Institute of Biochemistry National Academy of Sciences of Ukraine, Kiev 01030, Ukraine
| | - Dmytro O Minchenko
- Department of Molecular Biology, Palladin Institute of Biochemistry National Academy of Sciences of Ukraine, Kiev 01030, Ukraine.,Department of Pediatrics, National Bohomolets Medical University, Kyiv, Ukraine
| | - Dariia O Tsymbal
- Department of Molecular Biology, Palladin Institute of Biochemistry National Academy of Sciences of Ukraine, Kiev 01030, Ukraine
| | - Yuliia V Yefimova
- Department of Molecular Biology, Palladin Institute of Biochemistry National Academy of Sciences of Ukraine, Kiev 01030, Ukraine
| | - Myroslava Y Sliusar
- Department of Molecular Biology, Palladin Institute of Biochemistry National Academy of Sciences of Ukraine, Kiev 01030, Ukraine
| | - Oleksandr Minchenko
- Department of Molecular Biology, Palladin Institute of Biochemistry National Academy of Sciences of Ukraine, Kiev 01030, Ukraine
| |
Collapse
|
9
|
Zeng C, Motta-Ribeiro GC, Hinoshita T, Lessa MA, Winkler T, Grogg K, Kingston NM, Hutchinson JN, Sholl LM, Fang X, Varelas X, Layne MD, Baron RM, Vidal Melo MF. Lung Atelectasis Promotes Immune and Barrier Dysfunction as Revealed by Transcriptome Sequencing in Female Sheep. Anesthesiology 2020; 133:1060-1076. [PMID: 32796202 PMCID: PMC7572680 DOI: 10.1097/aln.0000000000003491] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND Pulmonary atelectasis is frequent in clinical settings. Yet there is limited mechanistic understanding and substantial clinical and biologic controversy on its consequences. The authors hypothesize that atelectasis produces local transcriptomic changes related to immunity and alveolar-capillary barrier function conducive to lung injury and further exacerbated by systemic inflammation. METHODS Female sheep underwent unilateral lung atelectasis using a left bronchial blocker and thoracotomy while the right lung was ventilated, with (n = 6) or without (n = 6) systemic lipopolysaccharide infusion. Computed tomography guided samples were harvested for NextGen RNA sequencing from atelectatic and aerated lung regions. The Wald test was used to detect differential gene expression as an absolute fold change greater than 1.5 and adjusted P value (Benjamini-Hochberg) less than 0.05. Functional analysis was performed by gene set enrichment analysis. RESULTS Lipopolysaccharide-unexposed atelectatic versus aerated regions presented 2,363 differentially expressed genes. Lipopolysaccharide exposure induced 3,767 differentially expressed genes in atelectatic lungs but only 1,197 genes in aerated lungs relative to the corresponding lipopolysaccharide-unexposed tissues. Gene set enrichment for immune response in atelectasis versus aerated tissues yielded negative normalized enrichment scores without lipopolysaccharide (less than -1.23, adjusted P value less than 0.05) but positive scores with lipopolysaccharide (greater than 1.33, adjusted P value less than 0.05). Leukocyte-related processes (e.g., leukocyte migration, activation, and mediated immunity) were enhanced in lipopolysaccharide-exposed atelectasis partly through interferon-stimulated genes. Furthermore, atelectasis was associated with negatively enriched gene sets involving alveolar-capillary barrier function irrespective of lipopolysaccharide (normalized enrichment scores less than -1.35, adjusted P value less than 0.05). Yes-associated protein signaling was dysregulated with lower nuclear distribution in atelectatic versus aerated lung (lipopolysaccharide-unexposed: 10.0 ± 4.2 versus 13.4 ± 4.2 arbitrary units, lipopolysaccharide-exposed: 8.1 ± 2.0 versus 11.3 ± 2.4 arbitrary units, effect of lung aeration, P = 0.003). CONCLUSIONS Atelectasis dysregulates the local pulmonary transcriptome with negatively enriched immune response and alveolar-capillary barrier function. Systemic lipopolysaccharide converts the transcriptomic immune response into positive enrichment but does not affect local barrier function transcriptomics. Interferon-stimulated genes and Yes-associated protein might be novel candidate targets for atelectasis-associated injury. EDITOR’S PERSPECTIVE
Collapse
Affiliation(s)
- Congli Zeng
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, United States
| | - Gabriel C. Motta-Ribeiro
- Biomedical Engineering Program, Alberto Luiz Coimbra Institute of Post-Graduation and Engineering Research, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Takuga Hinoshita
- Department of Intensive Care Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Marcos Adriano Lessa
- Laboratory of Cardiovascular Investigation, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro, Brazil
| | - Tilo Winkler
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, United States
| | - Kira Grogg
- Department of Radiology, Massachusetts General Hospital, Boston, United States
| | - Nathan M Kingston
- Department of Biochemistry, Boston University School of Medicine, Boston, United States
| | - John N. Hutchinson
- Department of Biostatistics, Harvard Chan School of Public Health, Boston, United States
| | - Lynette Marie Sholl
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, United States
| | - Xiangming Fang
- Department of Anesthesiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xaralabos Varelas
- Department of Biochemistry, Boston University School of Medicine, Boston, United States
| | - Matthew D. Layne
- Department of Biochemistry, Boston University School of Medicine, Boston, United States
| | - Rebecca M. Baron
- Department of Medicine (Pulmonary and Critical Care), Brigham and Women's Hospital, Harvard Medical School, Boston, United States
| | - Marcos F. Vidal Melo
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, United States
| |
Collapse
|
10
|
Srivastava P, Talwar M, Yadav A, Choudhary A, Mohanty S, Bharti S, Narad P, Sengupta A. VIRdb 2.0: Interactive analysis of comorbidity conditions associated with vitiligo pathogenesis using co-expression network-based approach. F1000Res 2020; 9:1055. [PMID: 33763205 PMCID: PMC7953917 DOI: 10.12688/f1000research.25713.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/28/2021] [Indexed: 11/20/2022] Open
Abstract
Vitiligo is a disease of mysterious origins in the context of its occurrence and pathogenesis. The autoinflammatory theory is perhaps the most widely accepted theory that discusses the occurrence of Vitiligo. The theory elaborates the clinical association of vitiligo with autoimmune disorders such as Psoriasis, Multiple Sclerosis and Rheumatoid Arthritis and Diabetes. In the present work, we discuss the comprehensive set of differentially co-expressed genes involved in the crosstalk events between Vitiligo and associated autoimmune disorders (Psoriasis, Multiple Sclerosis and Rheumatoid Arthritis). We progress our previous tool, Vitiligo Information Resource (VIRdb), and incorporate into it a compendium of Vitiligo-related multi-omics datasets and present it as VIRdb 2.0. It is available as a web-resource consisting of statistically sound and manually curated information. VIRdb 2.0 is an integrative database as its datasets are connected to KEGG, STRING, GeneCards, SwissProt, NPASS. Through the present study, we communicate the major updates and expansions in the VIRdb and deliver the new version as VIRdb 2.0. VIRdb 2.0 offers the maximum user interactivity along with ease of navigation. We envision that VIRdb 2.0 will be pertinent for the researchers and clinicians engaged in drug development for vitiligo.
Collapse
Affiliation(s)
- Priyansh Srivastava
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Mehak Talwar
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Aishwarya Yadav
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Alakto Choudhary
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Sabyasachi Mohanty
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Samuel Bharti
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Priyanka Narad
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Abhishek Sengupta
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| |
Collapse
|
11
|
Srivastava P, Talwar M, Yadav A, Choudhary A, Mohanty S, Bharti S, Narad P, Sengupta A. VIRdb 2.0: Interactive analysis of comorbidity conditions associated with vitiligo pathogenesis using co-expression network-based approach. F1000Res 2020; 9:1055. [PMID: 33763205 PMCID: PMC7953917 DOI: 10.12688/f1000research.25713.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/12/2020] [Indexed: 04/01/2024] Open
Abstract
Vitiligo is a disease of mysterious origins in the context of its occurrence and pathogenesis. The autoinflammatory theory is perhaps the most widely accepted theory that discusses the occurrence of Vitiligo. The theory elaborates the clinical association of vitiligo with autoimmune disorders such as Psoriasis, Multiple Sclerosis and Rheumatoid Arthritis and Diabetes. In the present work, we discuss the comprehensive set of differentially co-expressed genes involved in the crosstalk events between Vitiligo and associated autoimmune disorders (Psoriasis, Multiple Sclerosis and Rheumatoid Arthritis). We progress our previous tool, Vitiligo Information Resource (VIRdb), and incorporate into it a compendium of Vitiligo-related multi-omics datasets and present it as VIRdb 2.0. It is available as a web-resource consisting of statistically sound and manually curated information. VIRdb 2.0 is an integrative database as its datasets are connected to KEGG, STRING, GeneCards, SwissProt, NPASS. Through the present study, we communicate the major updates and expansions in the VIRdb and deliver the new version as VIRdb 2.0. VIRdb 2.0 offers the maximum user interactivity along with ease of navigation. We envision that VIRdb 2.0 will be pertinent for the researchers and clinicians engaged in drug development for vitiligo.
Collapse
Affiliation(s)
- Priyansh Srivastava
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Mehak Talwar
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Aishwarya Yadav
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Alakto Choudhary
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Sabyasachi Mohanty
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Samuel Bharti
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Priyanka Narad
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| | - Abhishek Sengupta
- Amity Institute of Biotechnology, Amity University, Noida, Uttar Pradesh, 201301, India
| |
Collapse
|
12
|
Sun G, Zhou H, Chen K, Zeng J, Zhang Y, Yan L, Yao W, Hu J, Wang T, Xing J, Xiao K, Wu L, Ye Z, Xu H. HnRNP A1 - mediated alternative splicing of CCDC50 contributes to cancer progression of clear cell renal cell carcinoma via ZNF395. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2020; 39:116. [PMID: 32560659 PMCID: PMC7304168 DOI: 10.1186/s13046-020-01606-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 05/28/2020] [Indexed: 01/26/2023]
Abstract
BACKGROUND Aberrant alternative splicing events play critical roles in carcinogenesis and progression of many cancers, while sparse studies regarding to alternative splicing are available for clear cell renal cell carcinoma (ccRCC). We identified that alternative splicing of coiled-coil domain containing 50 (CCDC50) was dysregulated in ccRCC, whereas the clinical significance of this splicing event and its splicing regulation mechanisms were still elusive. METHODS Bioinformatic algorithm was utilized to identify significant exon skipping events in ccRCC via exon sequencing data from The Cancer Genome Atlas. Semi-quantitative real-time polymerase chain reaction and western blot were used to validate the aberrant expression of different transcripts in renal cancer tissues, cell lines and corresponding noncancerous controls. Short hairpin RNA targeting CCDC50 and overexpressing plasmids for each transcript were introduced into ccRCC cell lines, followed by a series of in vitro and in vivo functional experiments. Moreover, a panel of splicing factors were identified and their roles on splicing regulation of CCDC50 precursor mRNA (pre-mRNA) were studied. Furthermore, RNAseq data were analyzed to elucidate downstream molecules of CCDC50. Two-way analysis of variance and unpaired Student t test were used in statistical analysis. RESULTS Pre-mRNA of CCDC50 generated two transcripts, full-length transcript (CCDC50-FL) and truncated transcript (CCDC50-S) with exon 6 skipped. CCDC50-S was overexpressed in ccRCC tissues and cell lines compared to noncancerous counterparts, but CCDC50-FL was only detected in noncancerous tissues and normal renal epithelial cells. Higher percent spliced-in index was associated with better survival in ccRCC patients. In vitro and in vivo functional experiments indicated that CCDC50-S transcript promoted the proliferation, migration, invasion and tumorigenesis of ccRCC, while CCDC50-FL exerted opposite tumor suppressive functions. Besides, we identified that heterogeneous nuclear ribonucleoprotein A1 (HnRNP A1) could promote the skipping of exon 6, which resulted in higher portion of CCDC50-S and oncogenic transformation. Moreover, zinc finger protein 395 (ZNF395) was identified as a downstream protein of CCDC50-S, and the interaction initiated oncogenic pathways which were involved in ccRCC progression. CONCLUSIONS Aberrant alternative splicing of CCDC50 is regulated by HnRNP A1 in ccRCC. This splicing event contributes to cancer progression through the downstream pathway involving ZNF395.
Collapse
Affiliation(s)
- Guoliang Sun
- grid.33199.310000 0004 0368 7223Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030 P.R. China ,Hubei Institute of Urology, Wuhan, 430030 P.R. China
| | - Hui Zhou
- grid.33199.310000 0004 0368 7223Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030 P.R. China ,Hubei Institute of Urology, Wuhan, 430030 P.R. China
| | - Ke Chen
- grid.33199.310000 0004 0368 7223Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030 P.R. China ,Hubei Institute of Urology, Wuhan, 430030 P.R. China
| | - Jin Zeng
- grid.33199.310000 0004 0368 7223Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030 P.R. China ,Hubei Institute of Urology, Wuhan, 430030 P.R. China
| | - Yangjun Zhang
- grid.33199.310000 0004 0368 7223Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030 P.R. China ,Hubei Institute of Urology, Wuhan, 430030 P.R. China
| | - Libin Yan
- grid.33199.310000 0004 0368 7223Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030 P.R. China ,Hubei Institute of Urology, Wuhan, 430030 P.R. China
| | - Weimin Yao
- grid.33199.310000 0004 0368 7223Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030 P.R. China ,Hubei Institute of Urology, Wuhan, 430030 P.R. China
| | - Junhui Hu
- Hubei Institute of Urology, Wuhan, 430030 P.R. China ,grid.19006.3e0000 0000 9632 6718Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA 90095 USA
| | - Tao Wang
- grid.412625.6Department of Urology, The First Affiliated Hospital of Xiamen University, Xiamen, 361000 P.R. China
| | - Jinchun Xing
- grid.412625.6Department of Urology, The First Affiliated Hospital of Xiamen University, Xiamen, 361000 P.R. China
| | - Kefeng Xiao
- Department of Urology, The People’s Hospital of Shenzhen City, Shenzhen, 518000 P.R. China
| | - Lily Wu
- grid.19006.3e0000 0000 9632 6718Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA 90095 USA
| | - Zhangqun Ye
- grid.33199.310000 0004 0368 7223Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030 P.R. China ,Hubei Institute of Urology, Wuhan, 430030 P.R. China
| | - Hua Xu
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, P.R. China. .,Hubei Institute of Urology, Wuhan, 430030, P.R. China.
| |
Collapse
|
13
|
Xiang Y, Jia P, Liu W, Yi M, Jia K. Comparative transcriptome analysis reveals the role of p53 signalling pathway during red-spotted grouper nervous necrosis virus infection in Lateolabrax japonicus brain cells. JOURNAL OF FISH DISEASES 2019; 42:585-595. [PMID: 30659619 PMCID: PMC7166548 DOI: 10.1111/jfd.12960] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Revised: 12/22/2018] [Accepted: 12/23/2018] [Indexed: 05/10/2023]
Abstract
Nervous necrosis virus (NNV) is one of the fish pathogens that have caused mass mortalities of many marine and freshwater fishes in the world. To better comprehend the molecular immune mechanism of sea perch (Lateolabrax japonicus) against NNV infection, the comparative transcriptome analysis of red-spotted grouper nervous necrosis virus (RGNNV)-infected or mock-infected L. japonicus brain (LJB) cells was performed via RNA sequencing technology. Here, 1,969 up-regulated genes and 9,858 down-regulated genes, which were widely implicated in immune response pathways, were identified. Furthermore, we confirmed that p53 signalling pathway was repressed at 48 hr post-RGNNV infection, as indicated by up-regulation of Mdm2 and down-regulation of p53 and its downstream target genes, including Bax, Casp8 and CytC. Overexpression of L. japonicus p53 (Ljp53) significantly inhibited RGNNV replication and up-regulated the expression of apoptosis-related genes, whereas the down-regulation caused by pifithrin-α led to the opposite effect, suggesting Ljp53 might promote cell apoptosis to repress virus replication. Luciferase assay indicated that Ljp53 could enhance the promoter activities of zebrafish interferon (IFN)1, indicating that Ljp53 could exert its anti-RGNNV activities by enforcing the type I IFN response. This study revealed the potential antiviral role of p53 during NNV infection.
Collapse
Affiliation(s)
- Yangxi Xiang
- School of Marine SciencesSun Yat‐sen UniversityGuangzhouGuangdongChina
- Southern Laboratory of Ocean Science and Engineering (Guangdong, Zhuhai)ZhuhaiGuangdongChina
- Zhuhai Key Laboratory of Marine Bioresources and EnvironmentSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Peng Jia
- School of Marine SciencesSun Yat‐sen UniversityGuangzhouGuangdongChina
- Southern Laboratory of Ocean Science and Engineering (Guangdong, Zhuhai)ZhuhaiGuangdongChina
- Zhuhai Key Laboratory of Marine Bioresources and EnvironmentSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Wei Liu
- School of Marine SciencesSun Yat‐sen UniversityGuangzhouGuangdongChina
- Southern Laboratory of Ocean Science and Engineering (Guangdong, Zhuhai)ZhuhaiGuangdongChina
- Zhuhai Key Laboratory of Marine Bioresources and EnvironmentSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Meisheng Yi
- School of Marine SciencesSun Yat‐sen UniversityGuangzhouGuangdongChina
- Southern Laboratory of Ocean Science and Engineering (Guangdong, Zhuhai)ZhuhaiGuangdongChina
- Zhuhai Key Laboratory of Marine Bioresources and EnvironmentSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Kuntong Jia
- School of Marine SciencesSun Yat‐sen UniversityGuangzhouGuangdongChina
- Southern Laboratory of Ocean Science and Engineering (Guangdong, Zhuhai)ZhuhaiGuangdongChina
- Zhuhai Key Laboratory of Marine Bioresources and EnvironmentSun Yat‐sen UniversityGuangzhouGuangdongChina
| |
Collapse
|