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Mapping Fatty Acid Composition in the Human Knee: Short-Term Repeatability at 3T
Martel, Dimitri; Adlung, Anne; Busi, Baptiste; Bernadin, Rollanda; Shah, Yagni; Kirsch, Thorsten; Kijowski, Richard; Madelin, Guillaume; Ruiz, Amparo
BACKGROUND:Alterations in periarticular lipid composition are implicated in musculoskeletal diseases, yet short-term reliability of MRI-based triglyceride composition mapping in the knee is not fully established. PURPOSE/OBJECTIVE:To evaluate 1-week repeatability of proton-density fat fraction (PDFF) and triglyceride fatty-acid composition-saturated (SFA), monounsaturated (MUFA), and polyunsaturated (PUFA)-in periarticular knee tissues. STUDY TYPE/METHODS:Prospective. POPULATION/METHODS:). FIELD STRENGTH/SEQUENCE/UNASSIGNED:3T; 12-echo 3D spoiled gradient-echo acquisition for chemical shift-encoded fat quantification and a proton density-weighted SPACE sequence for segmentation (0.6 mm isotropic). ASSESSMENT/RESULTS:Participants underwent repeated MRI 1 week apart. Femoral and tibial bone marrow, patella, Hoffa's fat pad, prefemoral fat pad, quadriceps fat pad, posterior fat pad, and subcutaneous adipose tissue were segmented and rigidly aligned. Voxelwise spectral fitting was used to estimate PDFF and fatty acid composition, including SFA, MUFA, and PUFA components. Repeatability metrics included bias, within-subject standard deviation (wSD), within-subject coefficient of variation (wCV%), coefficient of repeatability, and intraclass correlation coefficient (ICC). STATISTICAL TESTS/METHODS:Paired t-tests assessed systematic differences (α = 0.05); ICCs used a two-way random-effects, absolute-agreement model (ICC(2,1)). RESULTS:PDFF showed lowest variability across all regions (wCV: 1.5%-5.9%; ICC: 0.33-0.96). SFA demonstrated similar stability (wCV: 2.4%-12.6%; ICC: 0.19-0.87). MUFA exhibited anatomy-dependent reliability (wCV: 4.1%-21.1%; ICC: 0.17-0.97), with highest repeatability in subcutaneous adipose tissue (ICC: 0.97) and Hoffa's fat pad (ICC: 0.85). PUFA displayed the greatest variability (wCV: 3.6%-52.8%; ICC: 0.10-0.94), with the greatest instability in periarticular fat pads. No paired comparisons were significant (all p > 0.05; range p = 0.14-0.98). Regional ordering remained consistent across sessions. DATA CONCLUSION/CONCLUSIONS:A 12-echo chemical shift-encoded MRI protocol provides repeatable PDFF and SFA measurements over 1 week. MUFA reliability varies by tissue, while PUFA remains least stable. EVIDENCE LEVEL/METHODS:2 (Prospective cohort). TECHNICAL EFFICACY STAGE/UNASSIGNED:2 (Reproducibility/feasibility evaluation).
PMID: 42348313
ISSN: 1522-2586
CID: 6056142
Na MR Fingerprinting in Knee Cartilage at 7 T
Adlung, Anne; Martel, Dimitri; Busi, Baptiste; Yu, Zidan; Rodriguez, Gonzalo Gabriel; O'Donnell, Lauren F; Kirsch, Thorsten; Cloos, Martijn; Ruiz, Amparo; Madelin, Guillaume
This study evaluates the repeatability of a 3D simultaneous
PMID: 42304623
ISSN: 1099-1492
CID: 6049792
G Protein-Coupled Estrogen Receptor Regulates Mesenchymal Stem Cell Mechanotransduction and Differentiation
Wang, Hao; Ben Menachem-Zidon, Ofra; Pandey, Ashish; Xiao, Yue; Deng, Nanzhong; Shi, Xiaojie; Ruiz, Amparo; Ye, Yi; Cai, Haogang
INTRODUCTION/UNASSIGNED:G protein-coupled estrogen receptor (GPER) is a heptahelix estrogen-binding G protein-coupled receptor, and a potential therapeutic target for estrogen-related cancers and diseases. Recently, GPER has been recognized as a key mechano-regulator, but the effects on cell adhesion, spreading, morphology, migration, and differentiation are inconsistent or even contradicting in literature, due to the variations across cell lines and complex crosstalks with ER, and non-genomic actions of other hormones. Here, we focus on investigating the GPER effect on mesenchymal stem cell (MSC) mechanotransduction and differentiation. METHODS/UNASSIGNED:MSCs treated by synthetic agonist G1 and untreated cells were cultured on fibronectin-coated surfaces. Cell migration was studied by both chemokinesis and chemotaxis experiments. After two-week differentiation, MSC adipogenesis and osteogenesis were evaluated by staining lipid droplets in adipocytes with Oil-Red O and alkaline phosphatase in osteocytes with NBT/BCIP, respectively. In particular, since micropatterns have been widely used to mimic extracellular matrix (ECM) cues, modulate MSC mechanotransduction and differentiation, we investigate the GPER effect on both single-cell and sub-cellular fibronectin microline patterns prepared by microcontact printing. RESULTS/UNASSIGNED:GPER activation regulates cytoskeleton organization, with reduced cell polarization, thinner ventral stress fibers, and reduced RhoA signaling; reduces MSC migration speed; significantly promotes osteogenesis and inhibits adipogenesis. Cell elongation by micropatterns and the reduction of cell polarization by GPER coexist in a sophisticated interplay. CONCLUSIONS/UNASSIGNED:GPER directly mediates MSC mechanotransduction by RhoA inactivation, while its sustained effect on MSC differentiation promotes osteogenesis and inhibits adipogenesis despite reduced cell polarization and tension, suggesting potential mechanisms other than RhoA signaling. Our findings pave the way towards a deep understanding of GPER's role and its interplay with ECM cues in mechanotransduction and differentiation, which will be important for developing GPER as a new therapeutic target, as well as considering its important effects in stem cell therapies and hormonal therapies.
PMCID:12530058
PMID: 41112959
ISSN: 1865-5025
CID: 5956602
Reply to Aytekin et al.: Comment on "Accuracy of Ultrasound-Guided versus Landmark-Guided Intra-articular Injection for Rat Knee Joints" [Letter]
Ruiz, Amparo; Adler, Ronald S; Raya, José G
PMID: 35287995
ISSN: 1879-291x
CID: 5183832
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 (Ï 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
Accuracy of Ultrasound-Guided versus Landmark-Guided Intra-articular Injection for Rat Knee Joints
Ruiz, Amparo; Bravo, Dalibel; Duarte, Alejandra; Adler, Ronald S; Raya, José G
Our aim was to test the effectiveness of ultrasound-guided intra-articular (IA) injection into the knee joint of rodents by an inexperienced operator compared with standard landmark-guided IA injections by a trained injector. Fifty landmark-guided and 46 ultrasound-guided IA injections in 49 rats were analyzed. Animal positioning and injection protocol were designed for use with the ultrasound system. Injection delivery was verified with a secondary imaging modality. We compared the success of IA injections by method (landmark and ultrasound-guided), adjusting for all other confounding factors (age, weight, experience, laterality and presence of surgery). Ultrasound-guided injections had higher success rates overall (89% vs. 58%) and helped to reduce the number of failed attempts per injection. None of the cofounding factors influenced the success of injection. In conclusion, we found higher accuracy for ultrasound-guided IA injection delivery than the traditional landmark-based injection method and also the technical feasibility for untrained personnel.
PMID: 31327492
ISSN: 1879-291x
CID: 3987862
Diffusion tensor imaging of articular cartilage using a navigated radial imaging spin-echo diffusion (RAISED) sequence
Duarte, Alejandra; Ruiz, Amparo; Ferizi, Uran; Bencardino, Jenny; Abramson, Steven B; Samuels, Jonathan; Krasnokutsky-Samuels, Svetlana; Raya, José G
OBJECTIVE:To validate a radial imaging spin-echo diffusion tensor (RAISED) sequence for high-resolution diffusion tensor imaging (DTI) of articular cartilage at 3 T. METHODS:The RAISED sequence implementation is described, including the used non-linear motion correction algorithm. The robustness to eddy currents was tested on phantoms, and accuracy of measurement was assessed with measurements of temperature-dependent diffusion of free water. Motion correction was validated by comparing RAISED with single-shot diffusion-weighted echo-planar imaging (EPI) measures. DTI was acquired in asymptomatic subjects (n = 6) and subjects with doubtful (Kellgren-Lawrence [KL] grade 1, n = 9) and mild (KL = 2, n = 9) symptomatic knee osteoarthritis (OA). MD and FA values without correction, and after all corrections, were calculated. A test-retest evaluation of the DTI acquisition on three asymptomatic and three OA subjects was also performed. RESULTS:The root mean squared coefficient of variation of the global test-restest reproducibility was 3.54% for MD and 5.34% for FA. MD was significantly increased in both femoral condyles (7-9%) of KL 1 and in the medial (11-17%) and lateral (10-12%) compartments of KL 2 subjects. Averaged FA presented a trend of lower values with increasing KL grade, which was significant for the medial femoral condyle (-11%) of KL 1 and all three compartments in KL 2 subjects (-18 to -11%). Group differences in MD and FA were only significant after motion correction. CONCLUSION/CONCLUSIONS:The RAISED sequence with the proposed reconstruction framework provides reproducible assessment of DTI parameters in vivo at 3 T and potentially the early stages of the disease in large regions of interest. KEY POINTS/CONCLUSIONS:• DTI of articular cartilage is feasible at 3T with a multi-shot RAISED sequence with non-linear motion correction. • RAISED sequence allows estimation of the diffusion indices MD and FA with test-retest errors below 4% (MD) and 6% (FA). • RAISED-based measurement of DTI of articular cartilage with non-linear motion correction holds potential to differentiate healthy from OA subjects.
PMID: 30382348
ISSN: 1432-1084
CID: 3401102
A robust diffusion tensor model for clinical applications of MRI to cartilage
Ferizi, Uran; Ruiz, Amparo; Rossi, Ignacio; Bencardino, Jenny; Raya, Jose G
PURPOSE: Diffusion tensor imaging (DTI) of articular cartilage is a promising technique for the early diagnosis of osteoarthritis (OA). However, in vivo diffusion tensor (DT) measurements suffer from low signal-to-noise ratio (SNR) that can result in bias when estimating the six parameters of the full DT, thus reducing sensitivity. This study seeks to validate a simplified four-parameter DT model (zeppelin) for obtaining more robust and sensitive in vivo DTI biomarkers of cartilage. METHODS: We use simulations in a substrate to mimic changes during OA; and analytic simulations of the DT drawn from a range of fractional anisotropies (FA) measured with high-quality DT data from ex vivo human cartilage. We also use in vivo data from the knees of a healthy subject and two OA patients with Kellgren-Lawrence (KL) grades 1 and 2. RESULTS: For simulated in vivo cartilage SNR ( approximately 25) and anisotropy levels, the estimated mean values of MD from the DT and zeppelin models were identical to the ground truth values. However, zeppelin's FA is more accurate in measuring water restriction. More specifically, the FA estimations of the DT model were additionally biased by between +2% and +48% with respect to zeppelin values. Additionally, both mean diffusivity (MD) and FA of the zeppelin had lower parameter variance compared to the full DT (F-test, P < 0.05). We observe the same trends from in vivo values of patient data. CONCLUSION: The zeppelin is more robust than the full DT for cartilage diffusion anisotropy and SNR at levels typically encountered in clinical applications of articular cartilage. Magn Reson Med, 2017. (c) 2017 International Society for Magnetic Resonance in Medicine.
PMCID:5705580
PMID: 28556394
ISSN: 1522-2594
CID: 2591682
Ptc1 protein phosphatase 2C contributes to glucose regulation of SNF1/AMP-activated protein kinase (AMPK) in Saccharomyces cerevisiae
Ruiz, Amparo; Xu, Xinjing; Carlson, Marian
The SNF1/AMP-activated protein kinases (AMPKs) function in energy regulation in eukaryotic cells. SNF1/AMPKs are αβγ heterotrimers that are activated by phosphorylation of the activation loop Thr on the catalytic subunit. Protein kinases that activate SNF1/AMPK have been identified, but the protein phosphatases responsible for dephosphorylation of the activation loop are less well defined. For Saccharomyces cerevisiae SNF1/AMPK, Reg1-Glc7 protein phosphatase 1 and Sit4 type 2A-related phosphatase function together to dephosphorylate Thr-210 on the Snf1 catalytic subunit during growth on high concentrations of glucose; reg1Δ and sit4Δ single mutations do not impair dephosphorylation when inappropriate glycogen synthesis, also caused by these mutations, is blocked. We here present evidence that Ptc1 protein phosphatase 2C also has a role in dephosphorylation of Snf1 Thr-210 in vivo. The sit4Δ ptc1Δ mutant exhibited partial defects in regulation of the phosphorylation state of Snf1. The reg1Δ ptc1Δ mutant was viable only when expressing mutant Snf1 proteins with reduced kinase activity, and Thr-210 phosphorylation of the mutant SNF1 heterotrimers was substantially elevated during growth on high glucose. This evidence, together with findings on the reg1Δ sit4Δ mutant, indicates that although Reg1-Glc7 plays the major role, all three phosphatases contribute to maintenance of the Snf1 activation loop in the dephosphorylated state during growth on high glucose. Ptc1 has overlapping functions with Reg1-Glc7 and Sit4 in glucose regulation of SNF1/AMPK and cell viability.
PMCID:3829418
PMID: 24019512
ISSN: 1083-351x
CID: 4335932
Molecular analysis of a conditional hal3 vhs3 yeast mutant links potassium homeostasis with flocculation and invasiveness
González, Asier; Casado, Carlos; Petrezsélyová, Silvia; Ruiz, Amparo; Ariño, JoaquÃn
Yeast flocculation and invasive growth are processes of great interest in fundamental biology and also relevant in biotechnology and medicine. Hal3 and Vhs3 are moonlighting proteins acting in Saccharomyces cerevisiae both as inhibitors of the Ppz protein phosphatases and as components of a catalytic step in CoA biosynthesis. The double hal3 vhs3 mutant is not viable but, under semi-permissive conditions, the tetO:HAL3 vhs3 strain shows a flocculent phenotype, invasive growth and increased expression of the flocculin-encoding FLO11 gene. We show here that all these effects are caused by hyperactivation of Ppz1 as a result of depletion of its natural inhibitors. The evidence indicates that hyperactivation of Ppz1 would impair potassium transport through the Trk1/Trk2 transporters, thus resulting in a decrease in the intracellular pH and a subsequent increase in the levels of cAMP. Mutation of the TPK2 isoform of protein kinase A blocks the increase in FLO11 expression, and eliminates the flocculent and invasive phenotypes produced by depletion of Hal3 and Vhs3. Interestingly, mutation of RIM101 also significantly decreases FLO11 expression under these conditions. Cells lacking Trk1,2 display an invasive phenotype that is abolished by deletion of FLO8 or by increasing the potassium concentration in the medium. Therefore, our results support a model in which hyperactivation of Ppz phosphatases would result in alteration of potassium transport, activation of Tpk2 and signaling to the FLO11 promoter by means of the Flo8 transcription factor, thus modulating flocculation and invasive growth. This model highlights an unsuspected link between potassium homeostasis and these important morphogenetic events.
PMID: 23454581
ISSN: 1096-0937
CID: 4335912