Comprehensive curation and validation of genomic datasets for chestnut by Jialu Fan, Yu Zhang, Xinghua Nie, Yang Liu, Shangxiao Wei, Haixu Peng, Hanlei Li, Mingjun Zhang, Lu Ning, Sen Wang, Ling Qin, Yi Zheng, Yu Xing

“…These datasets are publicly available on Figshare and are also available through other platforms such as GEO and EVA, providing a valuable resource for researchers studying Castanea genetics, functional genomics, and evolutionary biology. Furthermore, the datasets are integrated into the Castanea Genome Database (CGD, http://castaneadb.net ), which serves as a complementary platform, offering advanced data mining and analysis tools, including BLAST, Batch Query, GO/KEGG Enrichment Analysis, and Synteny Viewer, to enhance the usability of the curated datasets.…”
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The Transdiagnostic Connectome Project: an open dataset for studying brain-behavior relationships in psychiatry by Sidhant Chopra, Carrisa V. Cocuzza, Connor Lawhead, Jocelyn A. Ricard, Loïc Labache, Lauren M. Patrick, Poornima Kumar, Arielle Rubenstein, Julia Moses, Lia Chen, Crystal Blankenbaker, Bryce Gillis, Laura T. Germine, Ilan Harpaz-Rotem, B. T. Thomas Yeo, Justin T. Baker, Avram J. Holmes

“…These data include high-resolution anatomical scans, multiple resting-state, and task-based functional MRI runs. …”
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Telomere-to-telomere Genome Assembly of two representative Asian and European pear cultivars by Yongjie Qi, Dai Shan, Yufen Cao, Na Ma, Liqing Lu, Luming Tian, Zhan Feng, Fanjun Ke, Jianbo Jian, Zhenghui Gao, Yiliu Xu

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Electrooculography Dataset for Objective Spatial Navigation Assessment in Healthy Participants by Mobina Zibandehpoor, Fatemeh Alizadehziri, Arash Abbasi Larki, Sobhan Teymouri, Mehdi Delrobaei

“…These assessments contribute more information about the participants’ cognitive function and navigational abilities. This dataset can be valuable for researchers investigating spatial navigation abilities through EOG signal analysis.…”
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Computational prediction of deleterious nonsynonymous SNPs in the CTNS gene: implications for cystinosis by Leila Adda Neggaz, Amira Chahinez Dahmani, Ibtissem Derriche, Nawel Adda Neggaz, Abdallah Boudjema

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A chromosomal-level genome assembly of the tropical sea cucumber Stichopus fusiformiossa by Nyok-Sean Lau, Noorizan Miswan, Nurlina Rosli, Sixu Gong, Izzat Irfan, Mathan Ganasan, Sau Pinn Woo, Annette Jaya-Ram

“…This high-quality genome assembly and Iso-Seq transcriptome data provide a valuable resource for advancing genetic and functional studies in S. fusiformiossa, supporting future research into its unique biological traits and potential applications.…”
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HCP Multi-Pipeline: a derived dataset to investigate analytical variability in fMRI by Elodie Germani, Elisa Fromont, Pierre Maurel, Camille Maumet

“…Abstract Results of functional Magnetic Resonance Imaging (fMRI) studies can be impacted by many sources of variability, including different sampling strategies for the participants, different acquisition protocols and materials, but also different analytical choices in the processing of the fMRI data. …”
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Comprehensive dataset of interactors for the entire PARP family using TurboID proximity labeling by Jiefu Zheng, Yawen Deng, Cong Fang, Shiyu Xiong, Xudong Zhu, Weijun Wu, Xinliang Chen, Wenjing Wu, Dong Yin, Kaishun Hu, Haiyan Yan

“…The dataset reveals both shared and unique interactors across PARP members, with network analysis suggesting functional cooperativity and specialization. …”
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Chromosome-scale genome assembly and annotation of Xenocypris argentea by Yidi Wu, Hang Sha, Hongwei Liang

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A single-cell plume transcriptome atlas of the cold-seep tubeworm Paraescarpia echinospica by Yingying Zhang, Xianghui Zhang, Nannan Zhang, Hongxi Chen, Jie Ma, Zhen Cui, Qianyue Ji, Ximeng Dong, Yunlu Xiao, Zhe Zhang, Guangyi Fan, Weijia Zhang, Shanshan Liu, Haibin Zhang, Liang Meng

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A telomere-to-telomere chromosome-scale genome assembly of glass catfish (Kryptopterus vitreolus) by Chao Bian, Dahong Li, Yiluan Wang, Zhe He, Wei-Ting Chen, Cheong-Meng Chong, Hongling Zhou, Qiong Shi

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DICOM datasets for reproducible neuroimaging research across manufacturers and software versions by Christopher Rorden, Benoît Béranger, Hu Cheng, Matthew Clemence, Clément Debacker, Brice Fernandez, Yaroslav O. Halchenko, Michael P. Harms, Bharath Holla, Isaiah Innis, Joost P. A. Kuijer, Daniel Levitas, Krisanne Litinas, Jeffrey Luci, Roger Newman-Norlund, Scott Peltier, Wolfgang Rehwald, Robert I. Reid, Baxter Rogers, Christopher G. Schwarz, Jaemin Shin, Venkatasubramanian Ganesan, Sandeep Ganji, Paul S. Morgan

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Dataset for Evaluating the Production of Phonotactically Legal and Illegal Pseudowords by Valérie Chanoine, Snežana Todorović, Bruno Nazarian, Jean-Michel Badier, Khoubeib Kanzari, Andrea Brovelli, Sonja A. Kotz, Elin Runnqvist

“…We organized the dataset according to the Brain Imaging Data Structure (BIDS), pre-processed the data and performed a minimal analysis of Event-Related Fields (ERFs), to ensure data quality and integrity of the dataset. …”
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A naturalistic fMRI dataset in response to public speaking by Bolong Wang, Xuanxuan Zhang, Linmiao Zhang, Xiang-Zhen Kong

“…This dataset presents functional magnetic resonance imaging (fMRI) data from 31 participants (14 females; age: 22.29 ± 2.84 years) who viewed two informative speeches with varying effectiveness, selected from YiXi talks (similar to TED Talks), and matched in length and topic. …”
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The first chromosome-level genome of the lappet moth Trabala vishnou (Lepidoptera: Lasiocampidae) by Ya-Lin Pu, Tian-Zhu Yan, Hao-Ran Wang, Kai Gao, Hai-Peng Zhao

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BoneDat, a database of standardized bone morphology for in silico analyses by Petr Henyš, Michal Kuchař

“…Abstract In silico analysis is key to understanding bone structure-function relationships in orthopedics and evolutionary biology, but its potential is limited by a lack of standardized, high-quality human bone morphology datasets. …”
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The first experimentally obtained dataset on processing parameters and properties of soft magnetic composites by Radovan Bures, Vasily A. Milyutin, Maria Faberova, Zuzana Bircakova, Peter Kollar, Jan Fuzer

“…Abstract The present work describes the process of the creation and analysis of the first dataset containing processing parameters and functional properties of soft magnetic composites (SMC). …”
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Message spreading modeling from the perspective of social psychology, differential equation dynamics, and deep learning technique by Yuntao Li, Yan Zhang, Jiazhe Lin

“…Utilizing Lyapunov functionals, we carry out a dynamical analysis of the message spreading model. …”
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Chromosome-level genome assembly with telomeric repeats at scaffold ends for Rhabdosargus sarba by Mudagandur S. Shekhar, Vinaya Kumar Katneni, Ashok Kumar Jangam, Karthic Krishnan, Sudheesh K. Prabhudas, Jesudhas Jani Angel Raymond, Kuldeep K. Lal

“…Gene prediction utilising the evidence from ab initio prediction and transcriptome data revealed 26,913 protein encoding genes and functional annotation and pathway analysis showed their participation in 332 pathways. …”
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An intercity investment network dataset of China based on the enterprise registration records (2000–2020) by Tianheng Shu, Shuo Yang, Taofang Yu, Guangyu Cheng, Yitian Ren, Fangchen Shi, Ben Derudder, Xia Liao

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