This end-of-the-year festive summary is different from previous ones:  For the first time, we can look back at a full publication year of our new baby, GigaByte journal. The older sibling GigaScience will also get the attention it deserves, before celebrating its 10th birthday in 2022. Let’s first have a look at how the new family member is doing.

Published today in GigaScience is a Data Note describing the National COVID-19 Chest Imaging Database (NCCID), a centralised database containing chest X-rays, Computed Tomography (CT) and MRI scans from patients across the UK. Utilising the UK National Health Service’s unique position as the world’s single largest integrated healthcare system, the benefits of collecting chest imaging data this large are extensive and already being used

UPDATE: Deadline extended until 30 March 2022 or until maximum of 15 accepted manuscripts is reached—only a few slots remain! GigaScience Press partnering with GBIF are supported by TDR, the Special Programme for Research and Training in Tropical Diseases, hosted at the World Health Organization, to release a special issue for publication of new datasets presenting biodiversity data for research on vectors of human diseases.

As an Open Science journal, one of the main aims of GigaScience has always been to break down barriers. Both in the access of research and the underlying data and code supporting it, and the barriers holding back the researchers themselves. See our recent Review centering on inclusivity on the organization of meetings to see how it is important from an Open Science perspective.

This week is International Open Access Week, and with the theme “It Matters How We Open Knowledge: Building Structural Equity”. This aims at highlighting the individual and collective action required alongside the decisions, actions, and investments in knowledge sharing to ensure that equity is foundational.

A new article published today in GigaScience demonstrates that machine learning can yield “proxy measures” for brain-related health issues from large population data, without the need for a specialist’s assessment.

Genomics is a powerful technology that helps us understand the Tree of Life. Biodiversity Genomics 2021 was a virtual conference that took place on 27 ^th September-1st October 2021 that demonstrated how genomics can inform conservation and food security, and can additionally help us understand evolutionary novelties such as symbiosis.

Embracing identity in Peer Review The COVID-19 pandemic has brought into stark focus is the importance of both a speedy dissemination of research (something our participation in the C19 Rapid Review Consortium has tried to tackle), and the need to be able to trust the validity of this information.

Intelligent Systems for Molecular Biology (ISMB) conference is an annual gathering for scientists from bioinformatics, molecular biology, and data science and provides a multidisciplinary environment for disseminating recent research and development in computational biology.

A new “multi-modal” data set on arm motion control, published recently in GigaScience , is an important contribution to develop robotic prosthetic devices and other tools at the interface between human and machine. Robotic arms and other devices that support limb movements are getting ever more sophisticated.

Since the very start of GigaScience we’ve been strong proponents of Data Citation, helping promote and practice the procedure of affording data the same importance in the scholarly record as citations of other research objects such as publications (see examples of this in GigaBlog and BMC Res Notes ). These efforts by the wider community culminated