Plasticity in the subcortical motor basal ganglia–thalamo–cerebellar network plays a key role in the acquisition and control of long-term memory for new procedural skills, from the formation of population trajectories controlling trained motor skills in the striatum to the adaptation of sensorimotor maps in the cerebellum. However, recent findings demonstrate the involvement of a wider cortical and subcortical brain network in the consolidation and control of well-trained actions, including a brain region traditionally associated with declarative memory—the hippocampus. Here, we probe which role these subcortical areas play in skilled motor sequence control, from sequence feature selection during planning to their integration during sequence execution. An fMRI dataset (N = 24; 14 females) collected after participants learnt to produce four finger press sequences entirely from memory with high movement and timing accuracy over several days was examined for both changes in BOLD activity and their informational content in subcortical regions of interest. Although there was a widespread activity increase in effector-related striatal, thalamic, and cerebellar regions, in particular during sequence execution, the associated activity did not contain information on the motor sequence identity. In contrast, hippocampal activity increased during planning and predicted the order of the upcoming sequence of movements. Our findings suggest that the hippocampus preorders movements for skilled action sequences, thus contributing to the higher-order control of skilled movements that require flexible retrieval. These findings challenge the traditional taxonomy of episodic and procedural memory and carry implications for the rehabilitation of individuals with neurodegenerative disorders.

Systemic study of pathogenic pathways and interrelationships underlying genes associated with Alzheimer's disease (AD) facilitates the identification of new targets for effective treatments. Recently available large-scale multiomics datasets provide opportunities to use computational approaches for such studies. Here, we devised a novel disease gene identification (digID) computational framework that consists of a semi-supervised deep learning classifier to predict AD-associated genes and a protein–protein interaction (PPI) network-based analysis to prioritize the importance of these predicted genes in AD. digID predicted 1,529 AD-associated genes and revealed potentially new AD molecular mechanisms and therapeutic targets including GNAI1 and GNB1, two G-protein subunits that regulate cell signaling, and KNG1, an upstream modulator of CDC42 small G-protein signaling and mediator of inflammation and candidate coregulator of amyloid precursor protein (APP). Analysis of mRNA expression validated their dysregulation in AD brains but further revealed the significant spatial patterns in different brain regions as well as among different subregions of the frontal cortex and hippocampi. Super-resolution STochastic Optical Reconstruction Microscopy (STORM) further demonstrated their subcellular colocalization and molecular interactions with APP in a transgenic mouse model of both sexes with AD-like mutations. These studies support the predictions made by digID while highlighting the importance of concurrent biological validation of computationally identified gene clusters as potential new AD therapeutic targets.

Estimating the direction of functional connectivity (FC) can help further elucidate complex brain function. However, the estimation of directed FC at the voxel level in fMRI data, and evaluating its performance, has yet to be done. We therefore developed a novel directed seed-based connectivity analysis (SCA) method based on normalized pairwise Granger causality that provides greater detail and accuracy over ROI-based methods. We evaluated its performance against 145 cortical retrograde tracer injections in male and female marmosets that were used as ground truth cellular connectivity on a voxel-by-voxel basis. The receiver operating characteristic (ROC) curve was calculated for each injection, and we achieved area under the ROC curve of 0.95 for undirected and 0.942 for directed SCA in the case of high cell count threshold. This indicates that SCA can reliably estimate the strong cellular connections between voxels in fMRI data. We then used our directed SCA method to analyze the human default mode network (DMN) and found that dlPFC (dorsolateral prefrontal cortex) and temporal lobe were separated from other DMN regions, forming part of the language-network that works together with the core DMN regions. We also found that the cerebellum (Crus I-II) was strongly targeted by the posterior parietal cortices and dlPFC, but reciprocal connections were not observed. Thus, the cerebellum may not be a part of, but instead a target of, the DMN and language-network. Summarily, our novel directed SCA method, visualized with a new functional flat mapping technique, opens a new paradigm for whole-brain functional analysis.

Different people listening to the same story may converge upon a largely shared interpretation while still developing idiosyncratic experiences atop that shared foundation. What linguistic properties support this individualized experience of natural language? Here, we investigate how the "concrete–abstract" axis—the extent to which a word is grounded in sensory experience—relates to within- and across-subject variability in the neural representations of language. Leveraging a dataset of human participants of both sexes who each listened to four auditory stories while undergoing functional magnetic resonance imaging, we demonstrate that neural representations of "concreteness" are both reliable across stories and relatively unique to individuals, while neural representations of "abstractness" are variable both within individuals and across the population. Using natural language processing tools, we show that concrete words exhibit similar neural representations despite spanning larger distances within a high-dimensional semantic space, which potentially reflects an underlying representational signature of sensory experience—namely, imageability—shared by concrete words but absent from abstract words. Our findings situate the concrete–abstract axis as a core dimension that supports both shared and individualized representations of natural language.

Experience- and activity-dependent transcription is a candidate mechanism to mediate development and refinement of specific cortical circuits. Here, we demonstrate that the activity-dependent transcription factor myocyte enhancer factor 2C (MEF2C) is required in both presynaptic layer (L) 4 and postsynaptic L2/3 mouse (male and female) somatosensory (S1) cortical neurons for development of this specific synaptic connection. While postsynaptic deletion of Mef2c weakens L4 synaptic inputs, it has no effect on inputs from local L2/3, contralateral S1, or the ipsilateral frontal/motor cortex. Similarly, homozygous or heterozygous deletion of Mef2c in presynaptic L4 neurons weakens L4 to L2/3 excitatory synaptic inputs by decreasing presynaptic release probability. Postsynaptic MEF2C is specifically required during an early postnatal, experience-dependent, period for L4 to L2/3 synapse function, and expression of transcriptionally active MEF2C (MEF2C-VP16) rescues weak L4 to L2/3 synaptic strength in sensory-deprived mice. Together, these results suggest that experience- and/or activity-dependent transcriptional activation of MEF2C promotes development of L4 to L2/3 synapses. Additionally, MEF2C regulates the expression of many pre- and postsynaptic genes in postnatal cortical neurons. Interestingly, MEF2C was necessary for activity-dependent expression of many presynaptic genes, including those that function in transsynaptic adhesion and neurotransmitter release. This work provides mechanistic insight into the experience-dependent development of specific cortical circuits.

Seven guest collaborators bring new eyes to a Smithsonian museum founder’s collection of American art

The artists known as OSGEMEOS showcase the largest exhibition of their work in the United States at the Hirshhorn Museum and Sculpture Garden

A recent exhibition shows how soldiers sent in votes during the Civil War and World War II, as many Americans would in 2020 following the spread of the Covid-19 pandemic

From the microwave to the food processor, the book author and television personality tried many appliances and devices to figure out the best ways to use them for her audience

A new book from the Smithsonian’s National Museum of African American History and Culture shows the images and impacts of athletes on and off the playing field

You’ve got questions. We’ve got experts

A new exhibition co-presented by the National Portrait Gallery and the Archives of American Art explores the seminal artist’s work

The early polygraph machine was considered the most scientific way to detect deception—but that was a myth

Written by the former chief historian of NASA, the book examines the evolution of our cosmic understanding—from early civilizations to the present day

The work, now on view at the Smithsonian American Art Museum, tells the story of two characters on the island—the last people alive in the world

FAO and the World Health Organization (WHO) will continue to work closely on nutrition, food safety and antimicrobial resistance issues, FAO Director-General José Graziano da Silva and WHO Director Margaret [...]

FAO Director-General José Graziano da Silva today praised UN Secretary-General Ban Ki Moon for his support in the fight against hunger at a meeting with FAO member countries, the Committee [...]

Representatives of all countries in Latin America and the Caribbean have gathered here this week to agree on the actions needed to definitively eradicate hunger in the region before 2025. [...]

A major operation to distribute seeds and tools has been launched in the Central African Republic to support [...]

Pope Francis will add his voice to the fight against hunger and malnutrition by addressing the Second International [...]

Countries today endorsed a set of wide-reaching guidelines that will boost the already vital [...]

Building on previous efforts, the Kingdom of Morocco will offer technical assistance to the Republic of Guinea through a South-South Cooperation Tripartite Agreement signed today at FAO headquarters by FAO [...]

Prince Laurent of Belgium was today appointed FAO Special Ambassador for Forests and the Environment.

The announcement was made by FAO Director-General José Graziano da Silva at the Organization’s Committee on [...]

FAO and China have signed a two-year tripartite cooperation agreement worth about N$10.5 million (US$1.5 million) that will boost the efforts of local farmers in Namibia. The agreement, which is [...]

Santiago, Chile- The declaration of the XXI Specialized Meeting on Family Farming of MERCOSUR (REAF, in Spanish) held last week in Argentina, acknowledged the advances promoted by FAO’s Director General, [...]

The Thomson Reuters Foundation, the corporate charity of the world’s biggest news and information providers, is teaming up with the UN Food and Agriculture Organization (FAO) to improve [...]

The President of the Republic of Azerbaijan, Ilham Aliyev, met today with FAO Director-General José Graziano da Silva at FAO headquarters in Rome.

With agriculture growing at a 6 [...]

FAO Director-General José Graziano da Silva will be away from Rome during the next few weeks. During this period he will be involved in a range of [...]

Bagdad/Rome - FAO is scaling-up critical food and agriculture assistance to highly vulnerable rural households in Iraq thanks to a generous $14.7 million grant from Saudi Arabia. The donation is [...]

The [...]

Rome/New York – Queen Letizia of Spain will join international efforts against hunger and [...]

Policy makers should support a broad array of approaches to overhauling global food systems, [...]

FAO Director-General José Graziano da Silva today appointed Jacques Diouf as Special Envoy for the Horn of Africa and the Sahel.

In his new role, the former Director-General Jacques Diouf will [...]

FAO Director-General Graziano da Silva today opened the 150th session of the FAO Council, highlighting the successful conclusion of the Second International Conference on Nutrition (ICN2), held last month in [...]

Rome, 2 December 2014 – The Ministers of Agriculture of the European Union and of other Mediterranean countries welcomed FAO’s transformational changes implemented in the last two years, and underlined [...]

5 December 2014, Rome – At the closure of the FAO Council held today, the [...]

Marrakesh, 15 December 2014 – African Ministers of Agriculture recognized the facilitating role of FAO “under the new strategic framework established with the leadership of the [...]

Berlin- FAO Director-General José Graziano da Silva has highlighted some of the most important events on the organization’s 2015 calendar during meetings with agriculture ministers who attended the Global Forum [...]

Just announced by the Group of Latin America and the Caribbean Countries (GRULAC)

The Group of Latin American and Caribbean Countries (GRULAC) of FAO in Rome is pleased to endorse the [...]

Rome - José Graziano da Silva, the [...]

Rome, The Africa Regional Group of Ambassadors and Permanent Representatives accredited  to the Rome based UN Agencies have announced the endorsement of the candidature of Dr. José Graziano da Silva [...]

Scala Mercalli hosted by Italian environmentalist Luca Mercalli begins filming in the Sheikh Zayed Centre in FAO this week! 

Episodes will be shot in front of a live audience every Thursday [...]

Rome, 02 March 2015 - In a letter addressed to the Director-General, the Chairperson of the Near East Regional Group has announced their endorsement of the candidature [...]

The 2016-17 Programme of Work and Budget will consolidate the existing actions within the Medium Term Plan and the Strategic Framework, emphasizing areas to reflect recent trends and developments, with [...]

In a letter addressed to the Director-General, the Ambassador of Malaysia to FAO, on behalf of the Chair of the Asia Group, has announced the endorsement of the [...]

Rome, 23 March 2014 - In a meeting held last Friday, the Permanent Representatives of Brazil, China, India, Russian Federation and South Africa to FAO informed the Director-General of the [...]

FAO Director-General José Graziano da Silva today expressed confidence that “significant progress against hunger, food insecurity and malnutrition,” will be achieved in the next four years. He made the [...]

With rapid soil degradation, fast depletion of groundwater, excessive use of pesticides-fertilizers and extreme weather events all collectively putting stress on farming and forestry, it is time to recognise the [...]

MANUEL PLANELLES, EL PAÍS, Paris- “Agriculture is seen as a threat in the fight against climate change,” Maria Helena Semedo warns. The Deputy Director-General of the Food and Agriculture Organization [...]

Vientiane.- A delegation of seven Permanent Representatives to the Rome-based Food and Agriculture Organization of the U.N (FAO) concluded a week-long visit to Lao PDR, during which they held meetings [...]