Brain size & scaling – virtual lab activity

Each year in my intro bio-anthro class, we start the course by asking how our brains contribute to making us humans such quirky animals. Our first lab assignment in the class uses 3D models of brain endocasts, to ask whether modern human and fossil hominin brains are merely primate brains scaled up to a larger size. In the Before Times, students downloaded 3D meshes that I had made, and study and measure them with the open-source software Meshlab. But since the pandemic has forced everyone onto their own personal computers, I made the activity all online, to minimize issues arising from unequal access to computing resources. And since it’s all online, I may as well make it available to everyone in case it’s useful for other people’s teaching.

The lab involves taking measurements on 3D models on Sketchfab using their handy measurement tool, and entering the data into a Google Sheets table, which then automatically creates graphs, examines the scaling relationship between brain size (endocranial volume, ECV) and endocast measurements, and makes predictions about humans and fossil hominins based off the primate scaling relationship. Here’s the quick walk-through:

Go to the “Data sources” tab in the Google Sheet, follow the link to the Sketchfab Measurement Tool, and copy the link to the endocast you want to study (3D models can only be accessed with the specific links).

Following the endocast Sketchfab link (column D) will bring you to a page with the 3D endocast, as well as some information about how the endocast was created and includes its overall brain size (ECV in cubic cm). Pasting the link when prompted in the Measurement Tool page will allow you to load, view, and take linear measurements on the endocast.

Hylobates lar endocast, measuring cerebral hemisphere length between the green and red dots.

Sketchfab makes it quite easy to take simple linear measurements, by simply clicking where you want to place the start and end points. The 3D models of the endocasts are all properly scaled, and so all measurements that appear in the window are in millimeters.

The assignment specifies three simple measurements for students to take on each endocast (length, width, and height). In addition, students get to propose a measurement for the size of the prefrontal cortex, since our accompanying reading (Schoenemann, 2006) explains that it is debated whether the human prefrontal is disproportionately enlarged. All measurements are then entered into the Google Sheet — I wanted students to manually enter the ECV for each endocast, to help them appreciate the overall brain size differences in this virtual dataset (size and scale are often lost when you have to look at everything on the same-sized 2D screen).

Feel free to use or adapt this assignment for your own classes. The assignment instructions can be found here, and the data recording sheet (with links to endocast 3D models) can be found here — these are Google documents that are visible, but you can save and edit them by either downloading them or making a copy to open in Docs or Sheets.

Ah, teaching in the pandemic 🙃

Latest from the lab: Brain size at Krapina

In the latest paper out of the lab (here), my students and I reconstructed the brain endocasts of the Krapina Neandertals. The Krapina rock shelter in Croatia is a remarkable site. Dating to around 130,000 years ago (if not older), the Krapina fossils are early members of the Neandertal lineage. In addition, the fossils represent dozens of Neandertals, from infants to adults. Part of what drew me to the site were the juvenile skulls, since they can tell us about growth and development in these early humans. But, the fossils are quite fragmentary, and needed to be reconstructed to estimate important characteristics like brain size.

Figure 1 from our paper, showing the five Krapina crania (A & B are the same individual) with the endocranial surface highlighted.

Vassar College has a great program called URSI, where students team up with faculty to get hand on experience conducting research over the summer. So, two summers ago my students and I worked on virtually putting these Humpties Dumpty back together again. Using 3D surface scans of the original fossils and CT scans of modern humans, we used virtual methods to digitally reconstruct the endocasts, which are a good proxy for brain size and shape. Here’s the basic workflow:

Figure 2 from the paper, depicting the workflow for virtually reconstructing fossil endocasts, represented by the famous Krapina 3 or “C” cranium.

The human endocasts were produced from recent humans from the Terry Anatomical Collection, generously made available here by Dr. Lynn Copes. We have posted the 3D landmark data for the humans, the preserved landmarks from the Neandertals, and a big list of estimated brain sizes for Neandertals, in the open access repository Zenodo (here). So, hopefully anyone can repeat our results, or use these data in their own research.

With virtual methods, we could generate multiple reconstructions of each Neandertal fairly easily, giving an idea of how certain or uncertain our brain size estimates were. In the end, we showed that i) the Krapina juveniles, who were probably around 6-7 years old, had brain sizes within the adult range (it’s same with modern humans); ii) average brain size at Krapina was a little lower than previously estimated; and iii) although later Neandertals from other sites had larger brains on average, the difference is not necessarily greater than could be expected by chance.

I’ve participated in Vassar’s URSI program for the past few years and it has been a lot of fun. Last (virtual) summer, my students and I compared hip growth in humans and Australopithecus africanus, and this coming summer we will examine the brains of the greatest animals of all time — gibbons!