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PyDesigner v1.0: A Pythonic Implementation of the DESIGNER Pipeline for Diffusion Magnetic Resonance Imaging

Dhiman, Siddhartha; Hickey, Reyna E; Thorn, Kathryn E; Moss, Hunter G; McKinnon, Emilie T; Adisetiyo, Vitria; Ades-Aron, Benjamin; Jensen, Jens H; Benitez, Andreana
PyDesigner is a Python-based software package based on the original Diffusion parameter EStImation with Gibbs and NoisE Removal (DESIGNER) pipeline (Dv1) for dMRI preprocessing and tensor estimation. This software is openly provided for non-commercial research and may not be used for clinical care. PyDesigner combines tools from FSL and MRtrix3 to perform denoising, Gibbs ringing correction, eddy current motion correction, brain masking, image smoothing, and Rician bias correction to optimize the estimation of multiple diffusion measures. It can be used across platforms on Windows, Mac, and Linux to accurately derive commonly used metrics from DKI, DTI, WMTI, FBI, and FBWM datasets as well as tractography ODFs and .fib files. It is also file-format agnostic, accepting inputs in the form of .nii, .nii.gz, .mif, and dicom format. User-friendly and easy to install, this software also outputs quality control metrics illustrating signal-to-noise ratio graphs, outlier voxels, and head motion to evaluate data integrity. Additionally, this dMRI processing pipeline supports multiple echo-time dataset processing and features pipeline customization, allowing the user to specify which processes are employed and which outputs are produced to meet a variety of user needs.
PMID: 38829110
ISSN: 1940-087x
CID: 5664942

Globally, songs and instrumental melodies are slower and higher and use more stable pitches than speech: A Registered Report

Ozaki, Yuto; Tierney, Adam; Pfordresher, Peter Q; McBride, John M; Benetos, Emmanouil; Proutskova, Polina; Chiba, Gakuto; Liu, Fang; Jacoby, Nori; Purdy, Suzanne C; Opondo, Patricia; Fitch, W Tecumseh; Hegde, Shantala; Rocamora, Martín; Thorne, Rob; Nweke, Florence; Sadaphal, Dhwani P; Sadaphal, Parimal M; Hadavi, Shafagh; Fujii, Shinya; Choo, Sangbuem; Naruse, Marin; Ehara, Utae; Sy, Latyr; Parselelo, Mark Lenini; Anglada-Tort, Manuel; Hansen, Niels Chr; Haiduk, Felix; Færøvik, Ulvhild; Magalhães, Violeta; Krzyżanowski, Wojciech; Shcherbakova, Olena; Hereld, Diana; Barbosa, Brenda Suyanne; Varella, Marco Antonio Correa; van Tongeren, Mark; Dessiatnitchenko, Polina; Zar, Su Zar; El Kahla, Iyadh; Muslu, Olcay; Troy, Jakelin; Lomsadze, Teona; Kurdova, Dilyana; Tsope, Cristiano; Fredriksson, Daniel; Arabadjiev, Aleksandar; Sarbah, Jehoshaphat Philip; Arhine, Adwoa; Meachair, Tadhg Ó; Silva-Zurita, Javier; Soto-Silva, Ignacio; Millalonco, Neddiel Elcie Muñoz; Ambrazevičius, Rytis; Loui, Psyche; Ravignani, Andrea; Jadoul, Yannick; Larrouy-Maestri, Pauline; Bruder, Camila; Teyxokawa, Tutushamum Puri; Kuikuro, Urise; Natsitsabui, Rogerdison; Sagarzazu, Nerea Bello; Raviv, Limor; Zeng, Minyu; Varnosfaderani, Shahaboddin Dabaghi; Gómez-Cañón, Juan Sebastián; Kolff, Kayla; der Nederlanden, Christina Vanden Bosch; Chhatwal, Meyha; David, Ryan Mark; Setiawan, I Putu Gede; Lekakul, Great; Borsan, Vanessa Nina; Nguqu, Nozuko; Savage, Patrick E
Both music and language are found in all known human societies, yet no studies have compared similarities and differences between song, speech, and instrumental music on a global scale. In this Registered Report, we analyzed two global datasets: (i) 300 annotated audio recordings representing matched sets of traditional songs, recited lyrics, conversational speech, and instrumental melodies from our 75 coauthors speaking 55 languages; and (ii) 418 previously published adult-directed song and speech recordings from 209 individuals speaking 16 languages. Of our six preregistered predictions, five were strongly supported: Relative to speech, songs use (i) higher pitch, (ii) slower temporal rate, and (iii) more stable pitches, while both songs and speech used similar (iv) pitch interval size and (v) timbral brightness. Exploratory analyses suggest that features vary along a "musi-linguistic" continuum when including instrumental melodies and recited lyrics. Our study provides strong empirical evidence of cross-cultural regularities in music and speech.
PMCID:11095461
PMID: 38748798
ISSN: 2375-2548
CID: 5656332

Comment on 'Accumbens cholinergic interneurons dynamically promote dopamine release and enable motivation'

Taniguchi, James; Melani, Riccardo; Chantranupong, Lynne; Wen, Michelle J; Mohebi, Ali; Berke, Joshua D; Sabatini, Bernardo L; Tritsch, Nicolas X
Acetylcholine is widely believed to modulate the release of dopamine in the striatum of mammals. Experiments in brain slices clearly show that synchronous activation of striatal cholinergic interneurons is sufficient to drive dopamine release via axo-axonal stimulation of nicotinic acetylcholine receptors. However, evidence for this mechanism in vivo has been less forthcoming. Mohebi, Collins and Berke recently reported that, in awake behaving rats, optogenetic activation of striatal cholinergic interneurons with blue light readily evokes dopamine release measured with the red fluorescent sensor RdLight1 (Mohebi et al., 2023). Here, we show that blue light alone alters the fluorescent properties of RdLight1 in a manner that may be misconstrued as phasic dopamine release, and that this artefactual photoactivation can account for the effects attributed to cholinergic interneurons. Our findings indicate that measurements of dopamine using the red-shifted fluorescent sensor RdLight1 should be interpreted with caution when combined with optogenetics. In light of this and other publications that did not observe large acetylcholine-evoked dopamine transients in vivo, the conditions under which such release occurs in behaving animals remain unknown.
PMID: 38748470
ISSN: 2050-084x
CID: 5656172

Overexpression of pathogenic tau in astrocytes causes a reduction in AQP4 and GLT1, an immunosuppressed phenotype and unique transcriptional responses to repetitive mild TBI without appreciable changes in tauopathy

Ortiz, Camila; Pearson, Andrew; McCartan, Robyn; Roche, Shawn; Carothers, Nolan; Browning, Mackenzie; Perez, Sylvia; He, Bin; Ginsberg, Stephen D; Mullan, Michael; Mufson, Elliott J; Crawford, Fiona; Ojo, Joseph
Epidemiological studies have unveiled a robust link between exposure to repetitive mild traumatic brain injury (r-mTBI) and elevated susceptibility to develop neurodegenerative disorders, notably chronic traumatic encephalopathy (CTE). The pathogenic lesion in CTE cases is characterized by the accumulation of hyperphosphorylated tau in neurons around small cerebral blood vessels which can be accompanied by astrocytes that contain phosphorylated tau, the latter termed tau astrogliopathy. However, the contribution of tau astrogliopathy to the pathobiology and functional consequences of r-mTBI/CTE or whether it is merely a consequence of aging remains unclear. We addressed these pivotal questions by utilizing a mouse model harboring tau-bearing astrocytes, GFAPP301L mice, subjected to our r-mTBI paradigm. Despite the fact that r-mTBI did not exacerbate tau astrogliopathy or general tauopathy, it increased phosphorylated tau in the area underneath the impact site. Additionally, gene ontology analysis of tau-bearing astrocytes following r-mTBI revealed profound alterations in key biological processes including immunological and mitochondrial bioenergetics. Moreover, gene array analysis of microdissected astrocytes accrued from stage IV CTE human brains revealed an immunosuppressed astroglial phenotype similar to tau-bearing astrocytes in the GFAPP301L model. Additionally, hippocampal reduction of proteins involved in water transport (AQP4) and glutamate homeostasis (GLT1) was found in the mouse model of tau astrogliopathy. Collectively, these findings reveal the importance of understanding tau astrogliopathy and its role in astroglial pathobiology under normal circumstances and following r-mTBI. The identified mechanisms using this GFAPP301L model may suggest targets for therapeutic interventions in r-mTBI pathogenesis in the context of CTE.
PMCID:11096096
PMID: 38750510
ISSN: 1742-2094
CID: 5656212

Early-treatment cerebral blood flow change as a predictive biomarker of antidepressant treatment response: evidence from the EMBARC clinical trial

Dang, Yi; Lu, Bin; Vanderwal, Tamara; Castellanos, Francisco Xavier; Yan, Chao-Gan
BACKGROUND:Major depressive disorder (MDD) is one of the most prevalent and disabling illnesses worldwide. Treatment of MDD typically relies on trial-and-error to find an effective approach. Identifying early response-related biomarkers that predict response to antidepressants would help clinicians to decide, as early as possible, whether a particular treatment might be suitable for a given patient. METHODS:Data were from the two-stage Establishing Moderators and Biosignatures of Antidepressant Response for Clinical Care (EMBARC) trial. A whole-brain, voxel-wise, mixed-effects model was applied to identify early-treatment cerebral blood flow (CBF) changes as biomarkers of treatment response. We examined changes in CBF measured with arterial spin labeling 1-week after initiating double-masked sertraline/placebo. We tested whether these early 1-week scans could be used to predict response observed after 8-weeks of treatment. RESULTS:Response to 8-week placebo treatment was associated with increased cerebral perfusion in temporal cortex and reduced cerebral perfusion in postcentral region captured at 1-week of treatment. Additionally, CBF response in these brain regions was significantly correlated with improvement in Hamilton Depression Rating Scale score in the placebo group. No significant associations were found for selective serotonin reuptake inhibitor treatment. CONCLUSIONS:We conclude that early CBF responses to placebo administration in multiple brain regions represent candidate neural biomarkers of longer-term antidepressant effects.
PMID: 38720516
ISSN: 1469-8978
CID: 5733962

Potassium seeks a role in the drama of neurodegeneration [Comment]

Nicholson, Charles
PMID: 38593179
ISSN: 1460-2156
CID: 5657292

Pixel-wise programmability enables dynamic high-SNR cameras for high-speed microscopy

Zhang, Jie; Newman, Jonathan; Wang, Zeguan; Qian, Yong; Feliciano-Ramos, Pedro; Guo, Wei; Honda, Takato; Chen, Zhe Sage; Linghu, Changyang; Etienne-Cummings, Ralph; Fossum, Eric; Boyden, Edward; Wilson, Matthew
High-speed wide-field fluorescence microscopy has the potential to capture biological processes with exceptional spatiotemporal resolution. However, conventional cameras suffer from low signal-to-noise ratio at high frame rates, limiting their ability to detect faint fluorescent events. Here, we introduce an image sensor where each pixel has individually programmable sampling speed and phase, so that pixels can be arranged to simultaneously sample at high speed with a high signal-to-noise ratio. In high-speed voltage imaging experiments, our image sensor significantly increases the output signal-to-noise ratio compared to a low-noise scientific CMOS camera (~2-3 folds). This signal-to-noise ratio gain enables the detection of weak neuronal action potentials and subthreshold activities missed by the standard scientific CMOS cameras. Our camera with flexible pixel exposure configurations offers versatile sampling strategies to improve signal quality in various experimental conditions.
PMID: 37425952
ISSN: 2692-8205
CID: 5953402

Building, Breaking, and Repairing Neuromuscular Synapses

Herbst, Ruth; Huijbers, Maartje G; Oury, Julien; Burden, Steven J
A coordinated and complex interplay of signals between motor neurons, skeletal muscle cells, and Schwann cells controls the formation and maintenance of neuromuscular synapses. Deficits in the signaling pathway for building synapses, caused by mutations in critical genes or autoantibodies against key proteins, are responsible for several neuromuscular diseases, which cause muscle weakness and fatigue. Here, we describe the role that four key genes, Agrin, Lrp4, MuSK, and Dok7, play in this signaling pathway, how an understanding of their mechanisms of action has led to an understanding of several neuromuscular diseases, and how this knowledge has contributed to emerging therapies for treating neuromuscular diseases.
PMCID:11065174
PMID: 38697654
ISSN: 1943-0264
CID: 5655972

Neuronal hypofunction and network dysfunction in a mouse model at an early stage of tauopathy

Ji, Changyi; Yang, Xiaofeng; Eleish, Mohamed; Jiang, Yixiang; Tetlow, Amber M; Song, Soomin C; Martín-Ávila, Alejandro; Wu, Qian; Zhou, Yanmei; Gan, Wenbiao; Lin, Yan; Sigurdsson, Einar M
UNLABELLED:activity deficits but failed to rescue altered network changes. Taken together, substantial neuronal and network dysfunction occurred in the early stage of tauopathy that was partially alleviated with acute tau antibody treatment, which highlights the importance of functional assessment when evaluating the therapeutic potential of tau antibodies. HIGHLIGHTS/UNASSIGNED:Layer 2/3 motor cortical neurons exhibited hypofunction in awake and behaving mice at the early stage of tauopathy.Altered neuronal network activity disrupted local circuitry engagement in tauopathy mice during treadmill running.Layer 2/3 motor cortical neurons in tauopathy mice exhibited enhanced neuronal excitability and altered excitatory synaptic transmissions.Acute tau antibody treatment reduced pathological tau and gliosis, and partially restored neuronal hypofunction profiles but not network dysfunction.
PMCID:11092661
PMID: 38746288
CID: 5664362

New use of thiazide diuretics vs. nonthiazide antihypertensive drugs was linked to hyponatremia over 2 y

Mehta, Mansi; Goldfarb, David S
Andersson NW, Wohlfahrt J, Feenstra B, et al. Cumulative incidence of thiazide-induced hyponatremia: a population-based cohort study. Ann Intern Med. 2024;177:1-11. 38109740.
PMID: 38710078
ISSN: 1539-3704
CID: 5654042