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Characterization of transcript enrichment and detection bias in single-nucleus RNA-seq for mapping of distinct human adipocyte lineages

Gupta, Anushka; Shamsi, Farnaz; Altemose, Nicolas; Dorlhiac, Gabriel F; Cypess, Aaron M; White, Andrew P; Yosef, Nir; Patti, Mary Elizabeth; Tseng, Yu-Hua; Streets, Aaron
Single-cell RNA sequencing (scRNA-seq) enables molecular characterization of complex biological tissues at high resolution. The requirement of single-cell extraction, however, makes it challenging for profiling tissues such as adipose tissue, for which collection of intact single adipocytes is complicated by their fragile nature. For such tissues, single-nucleus extraction is often much more efficient and therefore single-nucleus RNA sequencing (snRNA-seq) presents an alternative to scRNA-seq. However, nuclear transcripts represent only a fraction of the transcriptome in a single cell, with snRNA-seq marked with inherent transcript enrichment and detection biases. Therefore, snRNA-seq may be inadequate for mapping important transcriptional signatures in adipose tissue. In this study, we compare the transcriptomic landscape of single nuclei isolated from preadipocytes and mature adipocytes across human white and brown adipocyte lineages, with whole-cell transcriptome. We show that snRNA-seq is capable of identifying the broad cell types present in scRNA-seq at all states of adipogenesis. However, we also explore how and why the nuclear transcriptome is biased and limited, as well as how it can be advantageous. We robustly characterize the enrichment of nuclear-localized transcripts and adipogenic regulatory lncRNAs in snRNA-seq, while also providing a detailed understanding for the preferential detection of long genes upon using this technique. To remove such technical detection biases, we propose a normalization strategy for a more accurate comparison of nuclear and cellular data. Finally, we show successful integration of scRNA-seq and snRNA-seq data sets with existing bioinformatic tools. Overall, our results illustrate the applicability of snRNA-seq for the characterization of cellular diversity in the adipose tissue.
PMID: 35042723
ISSN: 1549-5469
CID: 5150612

IQGAP1-mediated mechanical signaling promotes the foreign body response to biomedical implants

Sivaraj, Dharshan; Padmanabhan, Jagannath; Chen, Kellen; Henn, Dominic; Noishiki, Chikage; Trotsyuk, Artem A; Kussie, Hudson C; Leeolou, Melissa C; Magbual, Noah J; Andrikopoulos, Sophia; Perrault, David P; Barrera, Janos A; Januszyk, Michael; Gurtner, Geoffrey C
The aim of this study was to further elucidate the molecular mechanisms that mediate pathologic foreign body response (FBR) to biomedical implants. The longevity of biomedical implants is limited by the FBR, which leads to implant failure and patient morbidity. Since the specific molecular mechanisms underlying fibrotic responses to biomedical implants have yet to be fully described, there are currently no targeted approaches to reduce pathologic FBR. We utilized proteomics analysis of human FBR samples to identify potential molecular targets for therapeutic inhibition of FBR. We then employed a murine model of FBR to further evaluate the role of this potential target. We performed histological and immunohistochemical analysis on the murine FBR capsule tissue, as well as single-cell RNA sequencing (scRNA-seq) on cells isolated from the capsules. We identified IQ motif containing GTPase activating protein 1 (IQGAP1) as the most promising of several targets, serving as a central molecular mediator in human and murine FBR compared to control subcutaneous tissue. IQGAP1-deficient mice displayed a significantly reduced FBR compared to wild-type mice as evidenced by lower levels of collagen deposition and maturity. Our scRNA-seq analysis revealed that decreasing IQGAP1 resulted in diminished transcription of mechanotransduction, inflammation, and fibrosis-related genes, which was confirmed on the protein level with immunofluorescent staining. The deficiency of IQGAP1 significantly attenuates FBR by deactivating downstream mechanotransduction signaling, inflammation, and fibrotic pathways. IQGAP1 may be a promising target for rational therapeutic design to mitigate pathologic FBR around biomedical implants.
PMID: 35051300
ISSN: 1530-6860
CID: 5678152

Exosomes - a tool for bone tissue engineering

Huber, Julika Leandra; Griffin, Michelle; Longaker, Michael T; Quarto, Natalina
Mesenchymal stem cells (MSC) have been repeatedly shown to be a valuable source for cell-based therapy in regenerative medicine, including bony tissue repair. However, engraftment at the injury site is poor. Recently, it has been suggested that MSCs and other cells act via a paracrine signaling mechanism. Exosomes are nanostructures that have been implicated in this process. They carry DNA, RNA, proteins and lipids and play an important role in cell-to-cell communication directly modulating their target cell at a transcriptional level. In a bone microenvironment, they have been shown to increase osteogenesis and osteogenic differentiation in vivo and in vitro. In the following review, we will discuss the most advanced and significant knowledge of biological functions of exosomes in bone regeneration and their clinical applications in osseous diseases.
PMID: 33297857
ISSN: 1937-3376
CID: 4709022

Control of LINE-1 Expression Maintains Genome Integrity in Germline and Early Embryo Development

Kohlrausch, Fabiana B; Berteli, Thalita S; Wang, Fang; Navarro, Paula A; Keefe, David L
Maintenance of genome integrity in the germline and in preimplantation embryos is crucial for mammalian development. Epigenetic remodeling during primordial germ cell (PGC) and preimplantation embryo development may contribute to genomic instability in these cells, since DNA methylation is an important mechanism to silence retrotransposons. Long interspersed elements 1 (LINE-1 or L1) are the most common autonomous retrotransposons in mammals, corresponding to approximately 17% of the human genome. Retrotransposition events are more frequent in germ cells and in early stages of embryo development compared with somatic cells. It has been shown that L1 activation and expression occurs in germline and is essential for preimplantation development. In this review, we focus on the role of L1 retrotransposon in mouse and human germline and early embryo development and discuss the possible relationship between L1 expression and genomic instability during these stages. Although several studies have addressed L1 expression at different stages of development, the developmental consequences of this expression remain poorly understood. Future research is still needed to highlight the relationship between L1 retrotransposition events and genomic instability during germline and early embryo development.
PMID: 33481218
ISSN: 1933-7205
CID: 4761002

Reinforced Biologic Mesh Reduces Postoperative Complications Compared to Biologic Mesh after Ventral Hernia Repair

Sivaraj, Dharshan; Henn, Dominic; Fischer, Katharina S; Kim, Trudy S; Black, Cara K; Lin, John Q; Barrera, Janos A; Leeolou, Melissa C; Makarewicz, Nathan S; Chen, Kellen; Perrault, David P; Gurtner, Geoffrey C; Lee, Gordon K; Nazerali, Rahim
BACKGROUND:The use of biologic mesh to reinforce the abdominal wall in ventral hernia repair has been proposed as a viable alternative to synthetic mesh, particularly for high-risk patients and in contaminated settings. However, a comparison of clinical outcomes between the currently available biologic mesh types has yet to be performed. METHODS:We performed a retrospective analysis of 141 patients who had undergone ventral hernia repair with biologic mesh, including noncross-linked porcine ADM (NC-PADM) (n = 51), cross-linked porcine ADM (C-PADM) (n = 17), reinforced biologic ovine rumen (RBOR) (n = 36), and bovine ADM (BADM) (n = 37) at the Stanford University Medical Center between 2002 and 2020. Postoperative donor site complications and rates of hernia recurrence were compared between patients with different biologic mesh types. RESULTS:= 0.0773) compared with those who had received RBOR. Furthermore, relative risk for hernia recurrence was also higher in all other mesh types compared with RBOR. CONCLUSION/CONCLUSIONS:Our data indicate that RBOR decreases abdominal complications and recurrence rates after ventral hernia repair compared with NC-PADM, C-PADM, and BADM.
PMCID:8820910
PMID: 35141102
ISSN: 2169-7574
CID: 5678162

In vivo multimodal imaging of hyaluronan-mediated inflammatory response in articular cartilage

Ruiz, Amparo; Duarte, Alejandra; Bravo, Dalibel; Ramos, Elisa; Zhang, Chongda; Cowman, Mary K; Kirsch, Thorsten; Milne, Mark; Luyt, Leonard G; Raya, José G
OBJECTIVE:One driving factor in the progression to posttraumatic osteoarthritis (PTOA) is the perpetuation of the inflammatory response to injury into chronic inflammation. Molecular imaging offers many opportunities to complement the sensitivity of current imaging modalities with molecular specificity. The goal of this study was to develop and characterize agents to image hyaluronan (HA)-mediated inflammatory signaling. DESIGN/METHODS:We developed optical (Cy5.5-P15-1) and magnetic resonance contrast agents (Gd-DOTA-P15-1) based in a hyaluronan-binding peptide (P15-1) that has shown anti-inflammatory effects on human chondrocytes, and validated them in vitro and in vivo in two animal models of PTOA. RESULTS:In vitro studies with a near infrared (NIR) Cy5.5-P15-1 imaging agent showed a fast and stable localization of Cy5.5-P15-1 on chondrocytes, but not in synovial cells. In vivo NIR showed significantly higher retention of imaging agent in PTOA knees between 12 and 72h (n=8, Cohen's d>2 after 24h). NIR fluorescence accumulation correlated with histologic severity in cartilage and meniscus (ρ between 0.37 and 0.57, p<0.001). By using in vivo magnetic resonance imaging with a Gd-DOTA-P15-1 contrast agent in 12 rats, we detected a significant decrease of T1 on injured knees in all cartilage plates at 48h (-15%, 95%-confidence interval (CI)=[-18%,-11%] []) while no change was observed in the controls (-2%, 95%-CI=[-5%,+1%]). CONCLUSIONS:This study provides the first in vivo evidence that hyaluronan-related inflammatory response in cartilage after injury is a common finding. Beyond P15-1, we have demonstrated that molecular imaging can provide a versatile technology to investigate and phenotype PTOA pathogenesis, as well as study therapeutic interventions.
PMID: 34774790
ISSN: 1522-9653
CID: 5048842

Gender disparities in editorial board of academic urology journals [Meeting Abstract]

Burg, M; Sholklapper, T; Kohli, P; Kaneko, M; Autran, A M; Teoh, J; Murphy, D; Samplaski, M; Loeb, S; Ribal, M J; Cacciamani, G E
Introduction & Objectives: Gender composition within surgical academic leadership, including academic medical journals, disproportionately favors men. Disparities in journal leadership may introduce bias due to the familiar nature of reviewing and accepting academic publications. Genderrepresentation among academic urological journals' editorial boards has not yet been assessed. We evaluated female representation on editorialboards of urologic journals across multiple countries.Materials & Methods: Urologic journal leadership appointees' names and position descriptions were collected (from what pool? Did you surveyevery academic urology journal in the world?). Probable gender was obtained using gender-api.com or through personal title, as available. Journaleditorial positions were aggregated into broad leadership categories. Journal characteristics were summarized by Scimago Journal quartile (3 year,algorithmic weighted citation ranking) and geographic area. Chi-square test and multivariate logistic regression analysis were performed to assessfemale gender representation (p<0.05 significant).
Result(s): A total of 105 journals were reviewed with 5,991 total members: 877 (14.6%) female, 5,112 (85.3%) male and 2 (0.03%) non-binarypersons. Female representation significantly differed by leadership position, journal ranking, and geographic region. Editors-in-chief roles had thelowest female representation (48 females, 12.1%), while non-academic (32 females, 40.5%) and administrative (4 females, 80%) positions werehighest. Female representation, by journal ranking, was highest in Q1 (417 females, 19.4%) and lowest in Q3 (133 females, 8.9%) and by region,was highest in North American (323 females, 23.0%) and lowest in Asiatic region journals (55 females, 6.6%). On multivariate logistic regressionanalysis, Q1 journals had higher odds of female representation compared to Q2 and Q3. Additionally, compared to Western Europe, North Americanjournals had 78% higher odds and Asiatic journals had 50% lower odds of female representation (Fig 1).(Figure Presented)Conclusions: Female representation in urologic journal leadership is low across all journals, although trends in their proportion were identified by journal quartile and region. Addressing this gender imbalance may improve equal gender representation in journals and likely also improve female authored publication rates
Copyright
EMBASE:2016657896
ISSN: 1873-7560
CID: 5173232

Zscan4 Contributes to Telomere Maintenance in Telomerase-Deficient Late Generation Mouse ESCs and Human ALT Cancer Cells

Dan, Jiameng; Zhou, Zhongcheng; Wang, Fang; Wang, Hua; Guo, Renpeng; Keefe, David L; Liu, Lin
Proper telomere length is essential for indefinite self-renewal of embryonic stem (ES) cells and cancer cells. Telomerase-deficient late generation mouse ES cells and human ALT cancer cells are able to propagate for numerous passages, suggesting telomerase-independent mechanisms responding for telomere maintenance. However, the underlying mechanisms ensuring the telomere length maintenance are unclear. Here, using late generation telomerase KO (G4 Terc-/-) ESCs as a model, we show that Zscan4, highly upregulated in G4 Terc-/- ESCs, is responsible for the prolonged culture of these cells with stably short telomeres. Mechanistically, G4 Terc-/- ESCs showed reduced levels of DNA methylation and H3K9me3 at Zscan4 promoter and subtelomeres, which relieved the expression of Zscan4. Similarly, human ZSCAN4 was also derepressed by reduced H3K9me3 at its promoter in ALT U2 OS cells, and depletion of ZSCAN4 significantly shortened telomeres. Our results define a similar conserved pathway contributing to the telomere maintenance in telomerase-deficient late generation mESCs and human ALT U2OS cancer cells.
PMCID:8834411
PMID: 35159266
ISSN: 2073-4409
CID: 5158692

Microskeletal stiffness promotes aortic aneurysm by sustaining pathological vascular smooth muscle cell mechanosensation via Piezo1

Qian, Weiyi; Hadi, Tarik; Silvestro, Michele; Ma, Xiao; Rivera, Cristobal F; Bajpai, Apratim; Li, Rui; Zhang, Zijing; Qu, Hengdong; Tellaoui, Rayan Sleiman; Corsica, Annanina; Zias, Ariadne L; Garg, Karan; Maldonado, Thomas; Ramkhelawon, Bhama; Chen, Weiqiang
Mechanical overload of the vascular wall is a pathological hallmark of life-threatening abdominal aortic aneurysms (AAA). However, how this mechanical stress resonates at the unicellular level of vascular smooth muscle cells (VSMC) is undefined. Here we show defective mechano-phenotype signatures of VSMC in AAA measured with ultrasound tweezers-based micromechanical system and single-cell RNA sequencing technique. Theoretical modelling predicts that cytoskeleton alterations fuel cell membrane tension of VSMC, thereby modulating their mechanoallostatic responses which are validated by live micromechanical measurements. Mechanistically, VSMC gradually adopt a mechanically solid-like state by upregulating cytoskeleton crosslinker, α-actinin2, in the presence of AAA-promoting signal, Netrin-1, thereby directly powering the activity of mechanosensory ion channel Piezo1. Inhibition of Piezo1 prevents mice from developing AAA by alleviating pathological vascular remodeling. Our findings demonstrate that deviations of mechanosensation behaviors of VSMC is detrimental for AAA and identifies Piezo1 as a novel culprit of mechanically fatigued aorta in AAA.
PMCID:8791986
PMID: 35082286
ISSN: 2041-1723
CID: 5152572

Role of Ring6 in the function of the E. coli MCE protein LetB

Vieni, Casey; Coudray, Nicolas; Isom, Georgia L; Bhabha, Gira; Ekiert, Damian C
LetB is a tunnel-forming protein found in the cell envelope of some double-membraned bacteria, and is thought to be important for the transport of lipids between the inner and outer membranes. In Escherichia coli the LetB tunnel is formed from a stack of seven rings (Ring1 - Ring7), in which each ring is composed of a homo-hexameric assembly of MCE domains. The primary sequence of each MCE domain of the LetB protein is substantially divergent from the others, making each MCE ring unique in nature. The role of each MCE domain and how it contributes to the function of LetB is not well understood. Here we probed the importance of each MCE ring for the function of LetB, using a combination of bacterial growth assays and cryo-EM. Surprisingly, we find that ΔRing3 and ΔRing6 mutants, in which Ring3 and Ring6 have been deleted, confer increased resistance to membrane perturbing agents. Specific mutations in the pore-lining loops of Ring6 similarly confer increased resistance. A cryo-EM structure of the ΔRing6 mutant shows that despite the absence of Ring6, which leads to a shorter assembly, the overall architecture is maintained, highlighting the modular nature of MCE proteins. Previous work has shown that Ring6 is dynamic and in its closed state, may restrict the passage of substrate through the tunnel. Our work suggests that removal of Ring6 may relieve this restriction. The deletion of Ring6 combined with mutations in the pore-lining loops leads to a model for the tunnel gating mechanism of LetB. Together, these results provide insight into the functional roles of individual MCE domains and pore-lining loops in the LetB protein.
PMID: 35077766
ISSN: 1089-8638
CID: 5154422