Stomach-Churning Rating: 5/10; links show some of my health problems, and discuss them in not-always-so-uplifting detail.
I’ve spent almost 10 years now blogging about my health problems, and it has been nearly 20 years since I had a stroke that changed my life and kickstarted a slow landslide of health issues and declining mental capacity. I have fully integrated being a disabled person into my personal identity. There’s hardly a day that goes by in which I don’t think about how I am struggling with my chronic health problems, and the lack of control involved in them. On the brighter side, I’ve taken up the challenge to wave the flag for this identity. I want to do more; to help others, maybe as a role model or beacon of hope or inspiration (you can move on after disaster, while learning from it), and to show that we’re not all alone even though our problems are unique. I am looking for new ways to reach out to the world and do more good with the badness I’ve endured. I’ve done recent interviews and invited talks on disability and science careers/life, which have been a good start. And another intent is to use this summary to direct others to hear my story, more efficiently disseminating it.
I’ve also thought a lot about what it means to be invisibly disabled and thus minoritised, and as a senior white male of no small privilege. How do those two things balance in determining where I fit into the multidimensional space of equality, diversity, equity and inclusiveness? I haven’t had an epiphany to provide an answer, but things certainly have changed for me. The John of 10 years ago is very different from the one of today. Being visible about being invisible helps me, and can benefit others.
This post is an ongoing summary of my experiences, and a retrospective (in chronological order):
What’s In John’s Brain?– 16 December, 2012: The post that started it all, on the 10th anniversary “Not Dead Yet Day” of my stroke.
Shouldering the Burden of Uncertainty– 9 November, 2014: I feel that this is my finest moment in blogging and being up-front with my problems. And vulnerable. It was a very, very hard time in my life that changed everything. But I am proud that I wrote this. Marvel MCU, I am still available.
Life as a Diminishing Scientist– 22 April, 2016: In which I discuss my acceptance that I am disabled, and what that means for my life.
Epilepsy Epilogue– 1 June, 2016: What it’s like “getting used to” epilepsy.
Year 10.5 of John’s Freezer: WTF?– 20 August, 2022: Resurgence of health problems during the continued challenges of the pandemic. Another very hard year. But not all bad.
There will be more writings to come! Hopefully with a turn for the better.
2021-2022: “over and over again & again” sums it up. I do love this band I “discovered” in 2021 though. Finding new music has been a joy for me through these tough recent years.
The pandemic goes on; my life goes on; but it has been another rough 1+ years. I have hardly done any hands-on anatomy as I’m hardly on campus at all, and my team’s work has mostly shifted into digital modelling for now (more about that below; it is not a bad thing though). My main news for 2021-2022 falls into the categories of Life Stuff, and Work Stuff to summarise here. “WTF” sums it up as it has been a… strange time; very challenging at a personal level, due to the Life Stuff.
Stomach-Churning Rating: stuff is weird, but nothing truly stomach-churning is here
Life Stuff: It’s been about the same as 2020-2021; summarised here. Thankfully, no major grief from losing people/pets close to me, this time. But my heath has been really awful instead — my epilepsy returned in May 2021, much to our surprise, after 2 years of remission. I suspect dehydration was a cause, as I later found out that I’d been chronically dehydrated, which came as a shock. I’ve since learned to step up my hydration routine, and I feel better. Right now I’m >5 months seizure-free, after a very hard time of monthly seizures for ~5 months in a row, including a scary one after a flight from Phoenix-London, in which I woke up in a toilet stall at Heathrow baggage claim, very disoriented and alone, eerily with no one in that large men’s loo area. My taxi driver was wondering why I was so late… I am glad I didn’t fall and hurt myself with no one around. Fingers crossed that doesn’t happen again. But on top of that, I’ve been fighting a longstanding chronic illness (details are not necessary) at the same time, and that got very bad in April 2022, sending me to hospital with severe internal infection; very life-threatening, painful and frightening. Again, right now I feel that I’m in recovery, and grateful for some good (overall) care from the NHS. Owing to these health problems though, plus the pandemic and financial challenges, I’ve not been travelling and don’t foresee much of that for my near future. Which also means not enough real holiday; “staycations” in my house just aren’t enough, as I’ve been here for ~2.5 years. I’m starting to do more fun things, finally, again, and that led to this blog post (first one in almost one year). I feel I have some energy to do things that I enjoy again.
Walking tinamou bird XROMM animation
Work Stuff: Mostly that has been pretty good, with a caveat. The DAWNDINOS project still dominated my work life, much to my pleasure. Indeed, just this week I tied the final ribbon on that, formally, with submission of my final grant report to the EU/ERC. The grant ended on March 31, 2022 and I was VERY, VERY sad to have to bid farewell to my team, who I hugely enjoyed working with for those 5.5 years. Now comes the caveat to “work is good”, which is that suddenly I have no funding (feast-to-famine) and “just” one PhD student (Vittorio LaBarbera; reinforcement learning simulations of locomotion); MRes student Georgia Wells just finished; and a Research Fellow (Dr. Masaya Iijima). It looks like I’ll be doing more undergrad research projects than postgrad for awhile, but we’ll see. The grant funding lottery can be hard to predict. Regardless, there’s a lot of fun science going on! With DAWNDINOS, since last summary we’ve cranked out a bunch of cool papers on archosaur locomotor biomechanics — find them here. #25-31 are the newer ones I haven’t blogged about anywhere yet; #25, 28 and 30 are blogged about by Dr. Ashleigh Wiseman here; and #30 (which is, in part, a summary of DAWNDINOS to date) got SICB conference coverage here.
Muscle-bound Euparkeria hindlimbs from our DAWNDINOS paper #28; picture by Oliver Demuth.
DAWNDINOS paper #26 with DAWNDINOS postdoc Dr. Delyle Polet was a serendipitous one inspired by him giving a seminar to our lab when he first came to the UK, and it struck me that his method for using biomechanical simulations with the “Murphy number” (related to pitch moment of inertia; MOI) to test how animals move would work really well with a long-bodied, hefty Triassic pseudosuchian (= large pitch MOI) such as Batrachotomus, whose results we could compare with known fossil trackways of similar archosaurs (e.g., Isocheirotherium). We found evidence for it using at least two running gaits, which was pretty surprising.
And just this week we published another “spin-off” paper (also see van Beesel primate shoulder-modelling studies #17,#29) adapting our 3D digital modelling methods to another taxon. This one came out of left field for me (I’d never expected I’d work on sharks!) but actually fits very well with my research interests in giant animals, biomechanics and palaeontology. We reconstructed the giant shark Otodus megalodon from the best fossils available (including a Belgian vertebral column somewhat neglected since the 1860s), finding that it was ~16m long and >60,000 kg; but this is not the largest it could get, as a vertebra ~50% larger is known! This paper got a LOT of nice press attention, and the video below is perhaps the best science communication release I’ve been involved with (all kudos go to Catalina Pimiento and the animation team she commissioned). Very importantly, the key data are free to use.
Explanatory video by @cookedillustra, Ian Cooke-Tapia
LATE ADDITIONS: But it wasn’t all #DAWNDINOS-related research! I was very pleased to have Dr. Chris Basu’s PhD work with me on giraffid locomotor biomechanics published in PNAS. We showed, with experiments and computer simulations, that Giraffa has unusually low overall leverage (“effective mechanical advantage”; EMA) for its forelimbs during walking (and presumably all gaits/speeds); and even its cousin Okapia does, to a degree; and the extinct giant giraffid Sivatherium too. This is because of its long limbs, which one might look at and call it “cursorial adaptation” but our analysis reveals the tradeoffs of that; as limb length goes up, EMA goes down, and that negatively impacts athletic abilities. All the more reason to be wary of simplistic length-speed conclusions from extinct animals (calling T. rex!). This, with the similar paper on elephant EMA we published in 2010, is one of my papers I’m proudest of; even though neither (curiously) got much (if any) media/other attention. So it goes.
Above: OpenSim simulation of left forelimb of Giraffa during walking; in ~real-time, representing one ground-contact (stance) phase. Green arrow = ground-reaction force (GRF); red lines = major muscle lines of actions (the simulation activated/deactivated them, producing forces to counter the GRF). EMA is the ratio of the muscles’ leverage vs. GRF leverage around joints; it is ~0.3 in a giraffe vs. ~1.0 in a horse. EMA tends to be larger in larger mammals, up to horse-sized, then it gets weird in really big animals.
We also scienced the hell out of salamanders. Four papers, all involving Fire salamanders Salamandra salamandra! Three stemmed from my past PhD student Eva Herbst’s work: one explaining a new method to measure joint mobility; another applying that to walking salamandersin vivo and ex vivo; and the third comparing similar data to the Permian ‘giant’ salamander-relative Eryops, showing that its hip and knee joints were about as mobile as a Fire salamander’s. The fourth paper used video analyses of Fire salamanders in a theoretical model and simulation (with other animals) to demonstrate how multi-legged locomotion is controlled. It’s great to have these studies (partly from my old NERC grant on tetrapod locomotor evolution) out after ?5+ years; now Fire salamanders are among the salamanders whose locomotion we understand best. And we have more data still…
Above: Hindlimb configurations in S. salamandra (A) from rotoscoping of in vivo walking, during (B) mid-swing, (C) toe-on,(D) mid-stance, and (E) just before toe-off. These limb configurations were recreated in E. megacephalus (F) with three different knee spacing options: (G–J) tight knee spacing; (K–N) intermediate knee spacing; and (O–R) larger knee spacing, based on the amount of knee spacing present in the rotoscoped salamander at the null pose. S. salamandra configurations in (B–E) were scaled to E. megacephalus knee B.
Oh and I did some science consulting! “Prehistoric Planet” rocked the casbah; glad to see it out ~3 years after I began offering some critiques on the animations. I hope one scene I commented on eventually sees the light of day, as it wasn’t in the final programme. Similarly, “Dinosaurs: The Final Day” did well, and I gave the same kind of input. My experiences with these shows have inspired me to blog someday about how to become, and do, science consulting for documentaries, so watch for that. I may work in some commentary on what it means to be an invisible minority in that context, as I have thoughts.
Blink and you’ll miss me waving my arms about how Carnotaurus might have waved its arms!
There’s a lot of fun science to come, and that keeps me going. We’ve finished initial biomechanical models of 13 extinct archosaurs for DAWNDINOS, and those will become papers on modelling and simulating locomotor function, ultimately testing how performance differed between Pseudosuchia and Dinosauriformes/Dinosauria; and how locomotion evolved (e.g., bipedalism). Some examples in progress are below; these don’t show the muscles or external dimensions reconstructed. Stay tuned in 2022 and beyond for all that! Beyond this, time will tell what I’ll be doing, but DAWNDINOS is going to keep me very busy for plenty of years, and that is good fun for me.
Top image: top to bottom = Postosuchus (pseudosuchian), Heterodontosaurus (ornithischian dinosaur), Riojasuchus (pseudosuchian), Silesaurus (dinosauriform); Bottom image: Gracilisuchus (pseudosuchian), Lago/Marasuchus (dinosauriform), Coelophysis (theropod dinosaur). These are from ongoing studies with DAWNDINOS team members and collaborators around the world. All use 3D scans of the actual fossil material of one main specimen, wherever possible.
I’ve been reluctant to write this post as it meant confronting dark times that I continue to be immersed in with the rest of the world. When I last wrote an “annual” summary, it was exactly when I was leaving my office for “just a few weeks or months” of remote working away from the COVID-19 pandemic. Cue ironic laughter.
Stomach-Churning Rating: unclassifiable due to COVID-19 insanity
What I should write about is what the experience since March 2020 has been like for me. I can try, briefly. Much I am not willing to delve into publicly. I struggled, and suffered; not so directly but indirectly, and from personal issues unrelated to the pandemic, too. I didn’t deal well with the isolation, the boredom and profound ennui, the mass confusion, the under-exercise and over-snacking, the repetition, the anxiety, the uncertainty, the excessive screen time (Netflix! Zoom!), the retooling of teaching for “blended learning” online, the sometimes overly risk-averse bureaucracy that spiralled out of control, the horrifically ugly selfish underbelly of society laid so bare along with smirking racism and other forms of xenophobia (see: Brexit), the endless bad news, the fury I felt at government officials and other (cov)idiots, the feeling of being trapped in my home office and my body; and trapped in a world with political/social machinery that can feel hopelessly broken. I thrive off the novelty and excitement of travel, and without it I withered. These things wore me down to a numb husk and I’m not much better, but am trying to build my energy back so I can pick some battles to make improvements. On top of that, there were tragedies in my life (deaths of two beloved cats; one fairly swiftly from cancer at a young age, one very slowly from old age and related disease), and other awful personal things. I didn’t lose anyone close to me to COVID-19, but I knew lots of people who got infected. Especially in summer 2020 and winter 2020-21, it felt like the punches just kept coming. There’s no way I can describe it all adequately; neither in person nor on this blog. It seems like a lot of people feel that way, but each in our own private way.
I lost a friend in 2020: Prof. Jenny Clack FRS. I’ve not been able to really come to grips with that, even though there was fair warning. Processing grief is on a slow timetable. We had some great times ~2009-2020 working on fossil tetrapods together. I miss her big smiles and our talks about the latest fossil tetrapod news whenever I visited Cambridge. It is hard for me to write more than that right now; I am so drained by the past >18 months. We’ve been served a buffet of flavours of loss to lament.
There’s hope on the horizon, I think, so I cling to that. And we got two new kittens at home, who are simply a joy, and we’ve been clinging to each other. Many cuddles.
It feels very strange, and privileged, to say that work (even though stuck at home) has been a happier thing for me amidst it all. Even that hasn’t been easy, but it has sometimes been a welcome refuge or distraction. I’ve been able to do some real “hands-on” (computer-based) research for long periods, gained skills, and it felt great to be a “real scientist”; not just a manager of scientists; in that regard. I learned a lot about my team’s DAWNDINOS project… and how I’d do it all so differently if I could begin again. At least I have these lessons going forwards. A 5-year, sole-PI, £2.1M project will teach you much about project management. It was so far beyond anything I’d ever tried before. I’m proud of what we’ve achieved now, such as the paper linked above and what’s coming up as the project sadly draws to a close at the end of March 2022. I feel like we’ll be justified to thumb our noses at a few armchair critics, snide naysayers, and cynics, or at least feel personally satisfied even though we’ll never satisfy everyone with our project’s outcomes vs. what certainly were ambitious goals and risks. And I have plans to move on while keeping one foot firmly planted on the foundation we’ve built…
Other than that, I’ve barely touched a work-related freezer since March 2020 and have done no research-related dissections; only digital form and function for me, I’m afraid. That’s OK though. We are slowly migrating back to a bit of in-person working now, and there are some brief dissections and other hands-on work needed as undergrad/Masters research projects begin. I look forward to that.
I was interviewed for two articles about life in science that are meaningful to me: this one on disability pride month, and this one on “advice to my younger self“. Check them out if you haven’t yet?
And that’s all I can say for >18 months in which time has been such a slow grind, warped by the pandemic and the rest of my world.
We released a publication that, for me, comes full circle with research that started my career off. Back in 1995 when I started my PhD, I thought it would be great to use biomechanical models and simulations to test how extinct dinosaurs like Tyrannosaurus rex might have moved (or not), taking Jurassic Park CGI animations (for which the goal was to look great) into a more scientific realm (for which the goal is to be “correct”, even at the cost of beauty). “It would be great”, or so I thought, haha. I set off on what has become a ~26 year journey where I tried to build the evidence needed to do so, at each step trying to convince my fairly sceptical mind that it was “good enough” science. For my PhD I mainly focused on reconstructing the hindlimb muscles and their evolution, then using very simple “stick figure”, static biomechanical models of various bipeds to test which could support fast running with their leg muscles, culminating in a 2002 Nature paper that made my early career. I since wrote a long series of papers with collaborators to build on that work, studying muscle moment arms, body/segment centre of mass, and finally a standardized “workflow” for making 3D musculoskeletal models. And gradually we worked with many species, mostly living ones, to simulate walking and running and estimate how muscles controlled observed motions and forces from experiments. This taught us how to build better models and simulations. Now, in 2021, our science has made the leap forward I long hoped for, and the key thing for me is that I believe enough of it is “good enough” for me, which long held me back. This is thus my personal perspective. We have a press release that gives the general story for public consumption; here I’ve written for more of a sciencey audience.
Skeleton of the extinct theropod Coelophysis in a running pose, viewed side-on. Image credit: Scott Hocknull, Peter Bishop, Queensland Museum.
Stomach-Churning Rating: 1/10: just digital muscles.
Earlier in 2021, we simulated tinamou birds in two papers (first one here), the second one revealing our first ever fully predictive simulations, of jumping and landing; detailed here and with a nice summary article here. That research was led by DAWNDINOS postdoc Peter Bishop and featuring new collaborators from Belgium, Dr. Antoine Falisse and Prof. Friedl De Groote. Thanks to the latter duo’s expertise, we used what is called direct collocation (optimal control) simulation; which is faster than standard “single-shooting” forward dynamic simulation. The simulations also were fully three-dimensional, although with some admitted simplifications of joints and the foot morphology; much as even most human simulations do. The great thing about predictive simulations is that, unlike tracking/inverse simulations (all of my prior simulation research), it generates new behaviours, not just explaining how experimentally observed behaviours might have been generated by neuromuscular control.
OK, so what’s this new paper really about and why do I care? We first used our tinamou model to predict how it should walk and sprint, via some basic “rules” of optimal control goals. We got good results, we felt. That is the vital phase of what can be called model “validation”, or better termed “model evaluation”; sussing out what’s good/bad about simulation outputs based on inputs. It was good enough overall to proceed with a fossil theropod dinosaur, we felt.
Computer simulation of modern tinamou bird running at maximum speed. Grey tiles = 10 cm.
And so we returned to the smallish Triassic theropod Coelophysis, asking our simulations to find optimal solutions for maximal speed running. We obtained plausible results for both, including compared against Triassic theropod footprints and our prior work using static simulations. Leg muscles acted in ways comparable with how birds use them, for example, and matching some of my prior predictions (from anatomy and simple ideas of mechanics) of how muscle function should have evolved. The hindlimbs were more upright (vertical; and stiff) as we suspect earlier theropods were; unlike the more crouched, compliant hindlimbs of birds.
TENET: Thou shalt not study extinct archosaur locomotion without looking at extant archosaurs, too!
Computer simulation of extinct theropod dinosaur Coelophysis running at maximum speed. Grey tiles = 50 cm.
We observed that the simulations did clever things with the tail, swinging it side-to-side (and up-down) with each step in 3D; and in-phase with each leg: as the leg moved backward, the tail moved toward that leg’s side. With deeper analyses of these simulations, we found that this tail swinging conserved angular momentum and thus mechanical energy; making locomotion effectively cheaper, analogous to how humans swing their arms when moving. This motion emerged just from the physics of motion (i.e., the “multi-body dynamics”); not being intrinsically linked to muscles (e.g. the big caudofemoralis longus) or other soft tissues/neural control constraints (i.e., the biology). That is a cool finding, and because Coelophysis is a fairly representative theropod in many ways (bipedal, cursorial-limb-morphology, big tail, etc.), these motions probably transfer to most other fully bipedal archosaurs with substantial tails. Curiously, these motions seem to be opposite (tail swings left when right leg swings backward) in quadrupeds and facultatively bipedal lizards, although 3D experimental data aren’t abundant for the latter. But then, it seems beavers do what Coelophysis did?
Tail swings this-a-way (by Peter Bishop)
Computer simulation of extinct theropod dinosaur Coelophysis running at maximum speed, shown from behind to exemplify tail lateral flexion (wagging). Grey tiles = 50 cm.
The tail motions, and the lovely movies that our simulations produce, are what the media would likely focus on in telling the tale of this research, but there’s much more to this study. The tinamou simulations raise some interesting questions of why certain details didn’t ideally reflect reality: e.g., the limbs were still a little too vertical, a few muscles didn’t activate at the right times vs. experimental data, the foot motions were awkward, and the forces in running tended to be high. Some of these have obvious causes, but others do not, due to the complexity of the simulations. I’d love to know more about why they happen; wrong outputs from such models can be very interesting themselves.
Computer simulation of modern tinamou bird (brown) and extinct theropod dinosaur Coelophysis (green) running at maximum speed. Grey tiles = 10 cm for tinamou, 50 cm for Coelophysis.
Speaking of wrong, in order to make our Coelophysis walk and run, we had to take two major shortcuts in modelling the leg muscles. The tinamou model had standard “Hill-type” muscles that almost everyone uses, and they’re not perfect models of muscle mechanics but they are a fair start; it also had muscle properties (capacity for force production, length change, etc.) that were based on empirical (dissection, physiology) data. Yet for our fossil, because we don’t know the lengths of the muscle fibres (active contractile parts) vs. tendons (passive stretchy bits), we adopted a simplified “muscle” model that combined both into one set of properties rather than more realistically differentiating them. It was incredibly important, then, that we try this simple muscle model with our tinamou to see how well it performed; and it did OK but still not “perfect”, and that simple muscle model might not work so well in other behaviours. That was the first major shortcut. Second, again because we don’t know the detailed architecture of the leg muscles in Coelophysis, we had to set very simple capacities for muscular force production: all muscles could only produce at most 2.15 body weights of force. This assumption worked OK when we applied it to our simulation of sprinting in the tinamou (vs. average 1.95 body weights/muscle in the real bird), so it was sufficiently justifiable for our purposes. In current work, we’re examining some alternative approaches to these two shortcuts that hopefully will improve outputs while maximising realism and objectivity.
Computer simulation of extinct theropod Coelophysis running at maximum speed, shown alongside running human (at 4 m/s) for scale and context. Image credit: Peter Bishop.
If you pay close attention, our simulations of Coelophysis output rather high leg-forces, and it’s unclear if that’s due to the simple muscle model, the simple foot modelling, or is actually realistic due to the more vertical (hence stiff) hindlimbs; or all of these. Another intriguing technical finding was that shifting the body’s centre of mass forwards slowed down the simulation’s running speed, as one might expect from basic mechanics (greater leg joint torques), but unlike some prior simulations by other teams.
Computer simulation of extinct theropod Coelophysis shown alongside running human for scale and context. Shown from above to illustrate tail wagging behaviour. Image credit: Peter Bishop.
Users of models and simulations are very familiar with catchphrases like “all models are wrong, but some are useful” or the much more cynical (or ignorant) “garbage in, garbage out”; or the very dangerous attitude that “if the mathematics is correct, then the models can’t be that wrong” (but if the biology is wrong, fuggedaboutit!). These are salutary cautionary tales and catechisms that keep us on our toes, because the visual realism that realistic-looking simulations produce can seduce you into thinking that the science is better than it is. It’s not a field that’s well-suited for those fearful of being wrong. I’ll never think these outputs are perfect; that is a crazy notion; but today I feel pretty good. This was a long time coming for me, and it is satisfying to get to this stage where we can push forwards in some new directions such as comparing simulations of different species to address bigger evolutionary questions.
The wrestling with scepticism never ends, but we can make progress while the match goes on.
The blog is back! Briefly. With dinosaurs. Back in 2005, I published a paper in which I used a “SIMM” 3D musculoskeletal biomechanical model of Tyrannosaurus rex to analyse its muscle actions and infer a relatively upright hindlimb pose. This was an outcome from my NSF-funded postdoctoral research at Stanford University, in which engineers kindly taught me how to use SIMM (handing me a loaded gun?). Part of my plan all along was to build multiple such models along a rough evolutionary sequence to revisit old questions I had with past, qualitative functional morphology papers from 2000 onwards, and see if biomechanics could quantitatively reveal more about the functional evolution of dinosaur hindlimb muscles. So I got data for modelling some extinct dinosaurs (theropods Dilophosaurus, Allosaurus, Velociraptor) and living birds (Struthio, others) and published nuggets of that but held others back…
Stomach-Churning Rating: -1/10; dinosaurs!
I handed these 3D model data off to my PhD student Vivian Allen in ~2007, charging him with the task of making more models to flesh out the phylogeny and finish what I’d started. And he sure did. He graduated, did a couple of postdocs with me, and we gradually massaged his thesis chapter on this topic into a draft paper. Easier said than done, though! That’s why 14 more years have passed.
Viv came up with some clever tools in MATLAB software code (from which he became a very competent programmer and went on to a successful career in that!) to boil complex data on muscle leverages (moment arms) across a wide range of joint motion for the hindlimbs for each taxon.
These data then were fed into further code that took the results from all models, ultimately 13 of them from an Australian freshwater crocodile to two living birds and 10 extinct dinosaurs plus close cousin Mara/Lagosuchus (Figure 1). The code expressed these leverages as changes in ancestral values along the main branch of the evolutionary tree from early (Triassic) “ruling reptile” Archosauria (represented here just by the croc as a proxy) to modern birds, and 9 main ancestral “nodes” in between. Our code tracked both how each of 35 hindlimb muscles we modelled evolved in its leverage, as well as overall “average” leverage of functional groups around the hip, knee and ankle joints.
So, back and forth we went for some 10 years playing with the models (see Video below), data and code, and the paper describing the whole thing, slowly closing in on a final version but also sometimes distracted by our other projects and Real Life Stuff like health and children, and concerns about how we conducted this study (i.e. a lot of fiddling).
Figure 1: Evolutionary tree of dinosaurs and their relatives as used in the study, showing all 13 models, species names, and names of groups along the bottom (red nodes) of the tree. Averostra and Avetheropoda were ancestral groups of theropod dinosaurs that the study inferred had particular specialisations of the hindlimb muscles. Right hindlimbs in side view. The limbs are all straightened vertically into a baseline reference posture but the study investigated variation in muscle function across a wide range of limb poses.
Then I got a new grant “DAWNDINOS” that changed the scene for me, refocusing my team’s energies onto the Triassic (and early Jurassic) and the evolutionary biomechanics of diverse archosaurs’ locomotion, assessed with both LOTS of experimental studies of living crocs and birds, and LOTS of predictive simulations of locomotion. Stay tuned for much more on that from our team, but we’ve already published some key steps here. Most notably, we developed an improved protocol for modelling and simulating our animals, as shown by Bishop et al.’s 2021 study of the early theropod Coelophysis bauri (also appearing in the current paper). Awkwardly for me, that new method rendered our old models and methods a bit obsolete (although still fine), so I pushed to publish this current paper with Viv, and brought collaborator Dr. Brandon Kilbourne on board to aid in some final stats, figures and more. That finally did it, and now we’ve published the paper in Science Advances. Deep breath.
Video: Rotating movies of 3 musculoskeletal models from this study. Models have been posed into representative limb orientations illustrating a gradual or stepwise transformation from more upright to more crouched.
Well what’s the paper about, then? We used our 13 models and processed evolutionary functional patterns to test three main questions (hypotheses) about muscle leverage, making educated guesses at what might prevail from early Archosauria to Aves:
Hip extensor / flexor (i.e. femur retractor/protractor) moment arm ratios remained constant. We weren’t sure what to expect, as these antagonists both seem to change a lot on the whole lineage, so we went with this prediction.
Knee flexor / extensor ratios decreased; i.e. the flexors (“hamstrings” etc.) weakened and/or extensors (equivalent of our quadriceps) strengthened their leverage. Anatomy of the knee joint and muscles around it suggests this, plus since Gatesy’s 1990-onwards studies we’ve expected archosaurs to shift from more ‘hip-based’ to more ‘knee-based’ locomotion as we get closer to avian ancestry.
Hip medial (internal) long-axis rotator / abductor (i.e. pronators of the limb vs. those that draw the leg away from the body) ratios increased. This idea comes right from my paper w/Gatesy in 2000, where we surmised that archosaurs shifted from relying on hip adductors (in crocs/other quadrupeds) to abductors (in bipedal dinosaurs; like humans) to medial rotators (‘torsional control’ as in birds today) during weight support.
Moreover, we reconstructed the evolution of 35 muscles’ actions across ~250 million years, which was a new step.
Here’s a summary of what we found (Figure 2):
Figure 2: Short visualization/explanation of the study’s main insights. Pictures by palaeoartist Jaime Headden: https://qilong.wordpress.com/about/ in left side view, including “muscled” and silhouette images. Right side images include representative hip, knee and ankle muscles from the study. Changes such as the enlargement of muscles in front of the hip that straighten the knee, and reduction of the caudofemoralis longus muscle that runs from the tail to the back of the thigh, are evident.
So, overall hypothesis 1 about hip extensors/flexors ended up complicated; rejected because hip flexor leverage actually increased. Furthermore, we found that around the ancestral nodes for early theropod dinosaurs (Neotheropda through Avetheropoda; around 200 Mya), there were peaks in muscle leverage (size-normalized) that surprised us, and persisted despite many different analyses we threw at them over the years. As far as we could tell, these peaks that kept appearing for various muscles’ actions were “real” (estimates). Which meant these ancestors may have had specialised high leverage relative to both their own ancestors and descendants; the peaks got reversed in evolution. These ancestors had some other weird anatomical and functional traits, such as tightly articulated hip joints early on (which they lost later), increased body size in the later forms, more ‘macropredatory’ ecology (e.g. eating sauropods?), and a centre of mass of the body that was shifted forwards (due to big arms and heads/necks). This weirdness is a cool unexpected finding that showed up for the other hypotheses too, and it needs some more investigating. A ‘failed’ hypothesis test led to neat insights.
Figure 3. From the paper– showing our main results for changes in moment arm ratios across archosaurian ancestors. Hip extensors/flexors decreased then increased; knee flexors/extensors decreased; and hip medial rotators/abductors decreased then had a series of increases.
Hypotheses 2 and 3 found good support, on the contrary, overall (Figure 3). We seem to have been able to quantify the shifts from hip-based to knee-based, and abductor-based to medial-rotator-based, muscle actions. I find that very satisfying. Ankle weight support (extension) capacity also increased, which fits morphological changes fairly well. If you’re into archosaur limb muscle form and function, there’s a lot more food for thought in the paper.
Funnily enough, ~20 years has been sufficient time that we could have had plenty more models in this study if we’d delayed it even longer and re-re-re-analysed our data. But we had to draw the line somewhere and not infinitely revise with every new model we’ve been creating. With the current state of musculoskeletal modelling in my group, we could have more than doubled our sample size and fleshed out the most important gaps such as in the crocodile-lineage (extinct Pseudosuchia) and other Triassic forms plus elsewhere. A big challenge remains having some nice 3D-preserved early fossil birds beyond Archaeopteryx; e.g. so many nice Chinese ones are too flat (e.g. joints we need) to reliably model here. It’s something that can still be done and is worth doing, but I suspect the general trends we’ve found along the dinosaur lineage are “correct”.
What’s personally important to me about this paper is (1) how it not only bridges a huge morphofunctional gap across archosaur evolution in scientific terms, and (2) how we’ve completed a long-delayed project with stubbornness (and during a pandemic!), but also (3) how it bridges my past career from my PhD and postdoc to the present work with DAWNDINOS. We’re now forging well beyond what this new paper has done in terms of truly testing, as best we can (estimate) so far, how limb muscles of archosaurs functioned and evolved, and how these contributed to particular behaviours and performance (maybe even palaeoecology and evolutionary success/extinction?). The current paper is just simple modelling of muscle leverage, but leverage is only one (very important!) piece of muscle function and performance. With fully dynamic, anatomically integrative, physiologically and physically representative biomechanical computer simulations that predict what living and extinct archosaurs could or could not do, we can do even better. So watch for that! Hopefully it won’t all take 20 years, or 250 million.
Our special guest post this week comes from Dr. Liz Clark of Yale University in New Haven, Connecticut, USA. She continues to bring biomechanics-fu to echinoderms– the weird marine critters like seastars and sea urchins. Including fossils, as you’ll see today! You may remember her from blog posts such as “Guest Post: Brittle Star Arms Are Weird“.
Stomach-Churning Rating: 1/10; echinoderms are inoffensive.
Imagine that you’re stuck in a cardboard box on the beach, holding a small stick. Could you use the stick to move yourself forward? What would you do? You could try digging into the sediment ahead of you to pull yourself along. You could try rowing side to side, as if you were in a rowboat. Or maybe it’s not possible and you’d give up, decide to stay put, and wave your stick in the air for help.
Believe it or not, this is a strange-but-important dilemma that some paleobiologists- like me!- have been wrestling with for generations. My research specialty is in the biomechanics of locomotion– how organisms use their bodies to get from one place to the next (through walking or swimming, for instance). We can learn a lot about an animal by studying their locomotion, such as why their body is shaped the way that it is, or what role they occupy in their ecosystem. Animal motion is a major inspiration for robotic design, and I work with engineers to apply the novel insights on animal locomotion from my research to create new kinds of devices.
Studying the biomechanics of motion in living organisms is (relatively) straightforward. We can use high-speed cameras, motion capture software, and 3D imaging tools to visualize and understand how organisms move in real-time, informing our inferences about how they perform certain tasks. Inferring locomotion in fossil organisms, on the other hand, is tricky since we can’t observe the organism’s behavior like we could if the organism were alive. Instead of being able to watch the organism move, we’re left with a snapshot of the animal frozen in place in a rock. We’re also missing a lot of physical information: locomotion in most animals requires soft tissue and hard skeletal structures, but typically with fossils, only the hard structures get preserved.
However, we can often garner some insights from living organisms to determine the locomotion strategies that fossil organisms use. Most organisms in the fossil record look at least somewhat similar to organisms alive today. If our fossil has four legs, for instance, we can study locomotion in living tetrapods (four-legged animals) to help us create a framework for deriving inferences about locomotion in our extinct tetrapod fossil animal. But for some really strange-looking animals- ones without obvious modern analogues- we’re not so lucky. For me, this is where the fun begins.
Figure 1: Stylophorans! Here are four fossilized stylophorans from the Helderberg Group of the Early Devonian (YPM 036413)
So getting back to the cardboard box and the stick. These are metaphorical examples of the different locomotion strategies that have been proposed for a group of fossil animals known as stylophorans (Figure 1). Stylophorans are extinct organisms related to sea stars and sea urchins, but with a body structure unlike any organism on the planet today. They have a large, relatively flat body called a theca (i.e., the cardboard box), and a long, thin segmented tail known as the aulacophore (i.e. the stick) (Figure 2). They’re known in the paleontological community as some of “the strangest-looking animals of all time.”
Figure 2: Stylophoran anatomy. The “theca” is the body cavity, and the “aulacophore” comprises of the proximal aulacophore, the stylocone, and the distal aulacophore.
By reconstructing stylophoran locomotion, we can unlock the mechanics of a unique system for motion and its potential applications to engineering. We can also understand more about how this organism lived and functioned in its ancient ecosystem. And, by developing a new approach to understand locomotion in stylophorans, we can apply this strategy to analyze locomotion and movement in other unusual fossil animals as well!
For years, scientists have been documenting the incredible array of stylophoran diversity in the fossil record and making their best predictions about how they would have been able to move (or not!). These predictions are based on their morphology– the structure of an organism’s body. For stylophorans, that means the shape and structure of the theca and aulacophore. There are a variety of stylophoran thecal shapes, ranging from ovoid in Enopleura to trapezoidal in Ceratocystis to almost crescent-shaped in Cortnurnocystis. There’s a similarly wide array of aulacophore morphologies as well.
Figure 3: Left: One half of the concretion within which the stylophoran fossil we analyzed is preserved. Right: The 3D digital image of the stylophoran fossil, created by micro-CT scanning the fossil specimen.
We developed a new approach using 3D imaging (Figure 3) to create a digital model of a stylophoran specimen. We used the model to test if several different locomotion strategies that had been proposed before were physically possible or impossible for a stylophoran to actually perform.
First, we used a micro-CT scanner to image a fossil stylophoran. This outputs a digital 3D picture of the stylophoran fossil that we can look at and analyze on a computer. Next, we developed a program to calculate the joint centers- the point at which one skeletal structure rotates relative to another-within the digitized stylophoran’s aulacophore (Figure 4). This created a digital marionette– a rig of our stylophoran fossil that flexes at the junctures between aulacophore segments as it would have in life. We then rotated each segment at the joint center to calculate the aulacophore’s total range of motion– a reconstruction of how far the aulacophore could flex in each direction (Figure 5).
Figure 4: A look into some of the nuts and bolts of the 3D model we created. Tri-colored axes demarcate where the joint centers are in the proximal aulacophore.
We used this 3D range of motion model to evaluate several locomotion strategies that had been previously hypothesized for this group of stylophorans. One hypothesis suggested that these stylophorans dug their aulacophores into the substrate– sediment on the ocean floor- to pull themselves forward. Another suggested that they moved the aulacophore side to side in order to push themselves along. We found that the first hypothesis would have been impossible to conduct based on the range of motion we calculated, but the second strategy was theoretically possible! We’ll need to do more work to see how likely it was that stylophorans would have actually used this technique. Nevertheless, through this investigation, our team produced the first objective, data-driven methodology for analyzing locomotion in fossil invertebrates, which is a big step in the right direction for the study of fossil invertebrate biomechanics! Our technique can be applied to study other organisms with rigid skeletons as well, like crabs, insects, or sea stars, for instance, and we’re looking forward to seeing our technique used to uncover more interesting locomotion strategies!
Figure 5: A snapshot of the 3D model where we can observe how dorsal and ventral range of motion compare to the originally preserved orientation of the aulacophore (highlighted in green).
We live in a weird future. In the Coronavirus pandemic anything seems possible; entropy has been set loose from its cage. Within this higgledy-piggledy universe, I realize that I have forgotten to write annual summaries for this blog for the past 2 years (2018-present). Physical distancing means that I can now make amends — will this pandemic mean the rebirth of the blog, as a means of social un-distancing? If only. Yet in this post, at least, I can take a nostalgic look back at different times. Everything was blissful in 2018 and 2019, right? Oh…
From the Bone Church/Kutna Hora near Prague, Czech Republic. One of those posts I haven’t made. It was an amazeballs sight.
Stomach-Churning Rating: 4/10 bones (+ bird muscles and bone pathology below), and the years 2018+2019 to boot. May 2021 be more sane.
I’ve been distracted. The DAWNDINOS project has taken an increasingly tremendous amount of my time, energy and concentration, and while it has been fun at many times it also has been the hardest thing I’ve ever done as a scientist. I knew it was a HUGE task when I got the funding notice, I cussed profusely, and then we dove in… and it was huger than huge. It will keep me busy for the rest of my career, no joking. But in good ways, too.
What has happened on the blog? (For year 6 go here) In 2 years, about 14 posts have happened, which surprises me (as it always seems to when I write these summaries). I guess this blog is not dead. Good!
“A day in my life” still roughly applies. I have learned to be even more focused, organised and efficient. Because work/life forced me to. I’ve also learned to enjoy that feeling of intense focus. When I am in that groove, I let it rip; when I’m not, I let it slide.
Much as the “day in John’s life” post noted, my career has shifted to encompass new roles, differing balances of duties, and important lessons. I wrote about “learning by serving” to give some views on service and administration as a rewarding side of being a scientist.
The new UMZC in Cambridge became a theme on this blog: my first visit to the renovated exhibits and building were followed by a second, and then a third! Click those links to see the new-new-new UMZC. We’re lucky to have it in England.
Museum blog posts were popular for me (not so much for readers, it seemed?) over the past 2 years, including the venerable and still-awesome MNHN in Paris. I’ve also hit a few Bodyworlds-type exhibits for the blog over the years, and the big London/Piccadilly Circus one became a must-see, so take a peek here. Then I had the joy of seeing a short-lived Ray Harryhausen exhibit in London. Childhood me would have exploded with glee. Very messily, but a happy end nonetheless. And I happened to walk into a palace-museum in Lausanne — and wow! I will try to remember not to skip those opportunities. Not-so-famous museums can still floor you.
Silly chimeric specimens at Museum of the Weird in Austin, Texas. Worth the ticket and time.
Post-publication peer review is great, but what about pre-submission publication planning for scientific papers? I gave some advice from my experience as author, reviewer, editor and mentor.
Chonky superficial muscles around the left thigh of a tinamou, from DAWNDINOS research-to-come-soon.
Finally, quite a few of the past years have had the quiet undertone for me of trying to make a change of location (i.e. moving back to the USA for another science job). Repeated failures were not fun, as for anyone in the academic job rat race. That long felt like a forbidden, lonely topic but I broke the silence as a form of self-therapy and it helped. I really appreciate the kind feedback I got on that post, too. It was a risky, vulnerable move to make but I am happy I did it. It’s one of my favourite posts on this blog.
Peer back into the forbidden past of thrash metal and you’ll find screamy classics like this one.
Hmm. I notice in writing this that there haven’t been as many classic “hey here’s something cool I dissected, brace yourselves for the awesome anatomy!” posts on the blog as there used to be. That activity has shifted more to Twitter or else just not been shared, either because I am just dissecting the same old thing (groan, ANOTHER crocodile, another ostrich, another elephant foot!) or I am just out of time. Which is what I am now. Here, consider this pathological (osteomyelitic) ostrich fourth toe while I tiptoe away. Ouch!
Ho ho ho! The vagaries of the scientific publication system today brings forth TWO open access papers on crocodylian functional anatomy, evolution and biomechanics, from my team with others’; including our DAWNDINOS project in part. Get ready to bite down on the science! I’ve loved crocodylians throughout my life– “dacadile” was among my first words, for a beloved stuffed croc toy, and “Alligators All Around” was an early favourite song (it’s still GREAT).
One of the many large adult alligators in St. Augustine, Florida.
Stomach-Churning Rating: 1/10; bones and movies of awesome behaviours.
First, I am so relieved and pleased to finally publish an experimental study I began over 17 years ago. This is my most-delayed paper ever, due to my own perfectionism, overcommitment and failures at funding it more broadly. But published is published and I’m glad to see it out. We collected a large experimental dataset from 15 species of Crocodylia at the St Augustine Alligator Farm Zoological Park (a conservation/education centre) in Florida. (No matter how you species-ify them, that’s a good chunk of diversity; roughly half or more.) This was a non-invasive study of 42 individuals ranging from 0.5 to 43 kg in body mass (hatchlings to adults). Larger adults were too dangerous or too slow to work with. It took 3 years (2002, 2004, 2005) of data collection to assemble this, with some twists and turns (including a close brush with Hurricane Katrina), and then a lot of analysis and reanalysis; and I’d do it all very differently if I did it today but that’s a moot point. So what’s the paper about?
Adorable Siamese crocodile family “cuddling”. Crocs are great parents! IIRC, that is the father shown.
Some Crocodylia (the inclusive modern name for all crocs, caimans, gharials, gators) are known to use what we call asymmetrical gaits: “mammal-like” footfall patterns in which the left and right limbs do not move as mirror images of each other. In particular, these gaits include galloping (rotary or transverse; either way a “4-beat” pattern with left-right hind- followed by right/left forefoot contacts) and bounding or half-bounding (the former being the most extreme, with left-right hind- and then forefoot contacts as synchronous pairs). Often people just say that crocs can “gallop” but this confuses/conflates the issue and omits that they can use these faster bounding gaits. Regardless, we’ve known about these gaits at least since HB Cott’s 1961 photographic documentation of them in Nile crocodiles; and more detailed studies of Australian freshwater and saltwater crocodiles in the 1970s-2000s. But very often, scientists and popular natural history accounts ascribe the asymmetrical gaits to only a few species or young individuals.
“Freshie” croc bounding in the wilds of Australia; credit Kent Vliet.
Osteolaemus dwarf African crocodile getting marked up for study.
That’s where we came in. We had access to a huge collection of captive Crocodylia and a very supportive institution (with coauthors from there as a result). I wanted to know which Crocodylia do use asymmetrical gaits, having a very strong suspicion from the literature that Alligatoroidea, the alligator and caiman lineage, don’t use them, whereas their cousins the “true crocodiles” in Crocodyloidea do. And I wanted to test how body size interacted with this ability, as prior accounts hinted that asymmetrical gaits got lost with increasing size or in adults. Finally, I was interested in what the benefits of asymmetrical gaits were– did they give those that used them marked boosts in performance, especially maximal speed? Answering that would help understand why these gaits are used.
Cuban crocodile Crocodylus rhombifer in preparation. A gorgeous but aggressive species that we handled carefully.
So we walked and ran our subjects across some platforms past video cameras and collected about 184 useful trials or strides of gait across level ground at a wide range of speeds; and a LOT of not-so-useful data (mostly subjects just sitting and pouting). We found that, yes, most Crocodyloidea we studied could bound or gallop; and no Alligatoroidea did. In the latter case, we didn’t use as large a sample of subjects as we could have, partly because it already seemed evident that alligators did not use asymmetrical gaits, and partly because those alligatoroids we did try to coax to move quickly either only used symmetrical gaits (e.g. trotting) or would only sit and fight or hiss. And we found that bigger animals moved at least relatively more slowly and less athletically, and perhaps even more slowly in absolute terms (metres/second).
Most intriguingly to me, it didn’t matter what gait alligatoroids or crocodyloids used. They all could move at roughly similar top speeds if they wanted to; less than 5 m/s or 11 mph. It’s just that crocodyloids tended to use asymmetrical gaits, especially bounding, at top speeds– but not always: some even chose to trot at their top speeds. We don’t know why, and we still don’t know why asymmetrical gaits are chosen but they likely have other benefits such as acceleration and manoeuvrability.
It’s a thrill to finally be able to share the huge dataset, including a gigantic file of videos (with some highlights shown here), with the paper, closing this study at last. It should be very useful to anyone studying Crocodylia or wanting to educate people about locomotion. I’m a bit tired of hearing that galloping is a mammalian behaviour when we know so well that many species of animals do it, or something like it. And it was absolutely thrilling to see five species of Crocodylia bound or gallop when they hadn’t been properly documented to do it before– enough anecdotes, here’s cold hard facts from video on what happens. What remains is a mystery: did Crocodylia have this ability to use asymmetrical gaits as an ancestral trait, as almost everyone assumes (and thus alligators and caimans have lost or essentially never express the ability), or did crocodiles uniquely evolve this ability more recently? I would join most scientists in wagering on the former; and there are good reasons to suspect the ability goes deeper into extinct Crocodylomorpha.
Next, Torsten Scheyer was kind enough to invite me to join his team in studying a fossil I’ve long been fascinated by: the “giant caiman” Purussaurus mirandai, from the Miocene (~6 million years ago?) of Venezuela, in the Urumaco Formation‘s very weird biota. Purussaurus has been known of for >125 years but Torsten’s team noticed that Purussaurus (mirandai) specimens tended to add one of their trunk vertebrae to their hip girdles (sacrum; normally only two vertebrae in Crocodylia but here three), and that the shoulder and hip girdles had unusual bone morphology (straighter, more vertical relative to the body). So they asked me to help interpret these features. And here’s the paper!
Infographic by Torsten Scheyer’s team– click to emcroccen!
Three-vertebra sacrum and other traits of Purussaurus; with living caiman bones for comparison. E (bottom): inwards-facing femur head. (see paper for more info)
It became evident that, together, those odd traits conveyed a signal that the skeleton was transformed to aid in supporting the huge body against gravity. For example, I found it quite interesting how the head of the femur (thigh bone) was oriented more directly into the hip socket in multiple specimens, more like a dinosaur’s hip, and specialised for support and fore-aft motions. I used Haley O’Brien et al’s data to estimate just how big P. mirandai might have been and it came out as perhaps 3000 kg and 8 metres total length; as we’d thought, among the largest Crocodylia (and there are larger Purussaurus known, too).
Reconstruction of Purussaurus and morphology of the girdles. (see paper for more info)
The team also put a cool “evo-devo-biomechanics” spin on the study. It is well known that the regional identities of vertebrae (e.g. neck, trunk, sacrum, tail) are largely determined by Hox (homeobox) regulatory genes, early in development. So changes of vertebral identity intimate changes of genetic controls. Crocodylia don’t normally add a trunk vertebra to their sacrum, and only a few fossil crocodyliforms (extinct cousins) ever did either, but we noticed that some specimens of Crocodylia would at least partially make this transformation in pathological states (below). Hence the controls to make these changes exist and sometimes manifest in living crocs, but it’s probably not an “easy” transformation to achieve. One could speculate that under intense selection, such as that imposed by giant body size and some degree of activity on land, that transformation could more easily get permanently “fixed” in a species.
Palaeosuchus palpebrosus (Cuvier’s dwarf caiman) with pathological partial-three-vertebra-sacrum; and lots more morphology. (see paper for more info)
As a nice tie-in to the asymmetrical gait study above, we can safely infer that the giant Purussaurus wasn’t a fast animal on land, by any means. But its skeleton is consistent with it having found novel ways to maintain the ability to stand and move on land, even if slowly.
Happy holidays! Santa Jaws is watching you– be good!
If you go into central Lausanne, Switzerland, you’re likely to pass the Palais du Remine, and if you do, I recommend you go inside. I was happy I did while visiting Lausanne for the AMAM2019 conference. A luxurious palace has been given over to house five (!) free (!) museums on science and culture. These include the canton’s (~state’s) museums of palaeontology and zoology, which I’ll showcase here (also a little of geology and archaeology museums). Tripadvisor’s reviews were good but not as glowing as I’d make mine, so I will remedy that. I’m a sucka for old-school museums, and that’s what these are. So if that sounds right for you, journey onward!
It’s nice.
As you may be expecting by now if you’ve been here before, it’s time for another museum photo blog!
Stomach-Churning Rating: 5/10 for bones, preserved organs, taxidermy aplenty, and animal developmental deformities.
Nice cathedral nearby, w/great view of the city.
Nice interior architecture. There’s lots of nice to behold.
Posters That Get You Excited 101. But you must wait. Like I did.
Quadrupedal human at Zoology museum entry.
Tomistoma, false gharial.
Not a bad collection of taxidermied Crocodylia!
Visually arresting cobra display.
I’ve never seen three Draco gliding lizards on display together!
Bipedal lizard taxidermy displays, freezing the dynamic in the static, are no easy feat.
Plenty of stuffed animals like these raptors/other large birds. Classical zoology museum style. Minimal signage. Just specimen labels, mainly.
Coelacanth!
Sperm whale jaw.
Open space with big specimens. A ~4m long great white shark included.
Second zoology hall: bones!
Gorilla standing tall next to human.
Ostrich skeleton up close, amongst the mammalz.
Cassowary skeleton.
Emu shoulder/arm bones in right side view.
Walrus skeleton in what seems like an odd pose to me, but then they are odd on land.
Alligator skeleton in repose.
Giant anteater, “knuckle-walking”.
Pangolin skeleton! And mounted digging into a nest– very well done!
Bernard Heuvelmans display, about the (in)famous cryptozoologist. This was quite a surprise to me. I’m sure I’d read his English-translated book “On the Track of Unknown Animals” as a kid, during my long stint as an avid reader of much zoology, crypto- and otherwise. He bequeathed a lot of his work to the museum.
Bernard’s handwritten CV!? With a “sea serpent” sketch.
A “sea serpent” vertebra… but if you know any anatomy, it’s not a snake’s vertebra at all but a fish’s, such as a basking shark‘s.
Are you ready for more weirdness? How about some “mutants”- congenital deformities of animals? Fascinating errors of developmental anatomy… somehow this two-headed calf survived awhile. Plenty more where that came from, as follows:
And then there’s all kinds of wonderful comparative anatomy. To be a student of this subject in Lausanne would be a lucky thing, with this museum’s collection at hand. These are valuable specimens, made with love and skill.
Jaws
Fish head anatomy. Some vertebrae on the left, too.
Developmental regions of the head: a lovely wax(?) model of an Echidna skull. A treasure.
Brains: alligator vs. pigeon.
Salamander muscles.
Pigeon muscles.
More spotted felids than you can shake a jar of catnip at.
Another pangolin!
Giant armadillo.
Petaurus: flying phalanger (a gliding marsupial).
Second zoology hall open area: left side.
Second zoology hall open area: right side.
A final hall with a more new-fangled display, on the topic of evolution and extinction. Attractive phylogeny graphic here. Birds at the “top”, of course. Poor lowly mammals!
Taxidermied giant auk- not a common sight! (Extinct)
The extinct southern pig-footed bandicoot. Also a rare sight of a whole specimen- in a Swiss museum, too.
NOW ON TO THE FOSSILS!
You’ve been very patient. Here, have a Toblerone.
Palaeo museum entry. Already there are cool things visible. Inside, we find it just like I prefer my zoo/palaeo museums (as above): stuffed with specimens and leaving plenty for you to wonder about and investigate. Not frilly; a well-stocked museum that mostly lets its specimens speak for themselves.
Sauriermuseum (Aathal) specimen of Plateosaurus: sculpt/cast. A very good, big skeleton of this common dinosaur, rearing up.
Rear view of same.
Real bones of same; vertebrae and pelvic (this is the “Frick specimen”).
Metaxytherium (current name), an ancient and large fossil dugong/seacow. Skull is in left side view. (that may help, as their skulls are odd!)
Anthracotherium upper jaw: ancient hippo-cousin.
Prolagus: the “Sardinian hare” (recently extinct; old lineage).
Potamotherium: to some an early otter-like mammal, more recently thought to be an ancient seal.
“Broke-ulum”: a walrus broke its penis bone (baculum) and was surely not pleased about it, but lived to heal— physically if not mentally. Yeesh!
Glyptodont tail club and armour.
Aepyornis elephant bird legs!
A partial/reconstructed skeleton of the dodo.
Velociraptor preparing to pounce from above. It’s too late for you!
Rhamphorhynchus fossil (2D slab) and sculpt/cast coming alive in 3D– good stuff.
Anhanguera pterosaur watches the chaos from above, fish snagged in its teeth.
Not-shabby metriorhynchid marine croc fossils, from Britain.
Lovely 3D plesiosaur bones (flippers, neck, etc.) from near RVC: Peterborough!
Mesosaur; early reptile.
The museum clearly is proud of its excellent “Mammoth of Brassus” skeleton, essentially complete.
Ice Age elk/moose, a 10,000 year old skeleton in fine shape.
Cave bear skull rawr
Purty ammonites!
Spiky ammonite!
Cretaceous sponge colony from France. I hadn’t seen something like this before, so here it is.
Trilobites, brittlestars and friends.
Well I did wander through the geology and archaeology museums too, and while I liked them I did not take so many photos. My non-human organismal bias is apparent. But check these final ones out:
Splendid cross-section of the stratigraphy of the Alps around Lausanne. I gazed at this for quite a few minutes, trying to figure out what was where in the landscape I’d seen and how old, how deformed, etc.
Slab of “dinosaur” tracks but it was not clear to me what dinosaurs/archosaurs/whatever made them. I wish my French was better. Closeup below shows two footprints superimposed.
At last, the coup de grace! What museum would be complete without a diorama!? (I love them) This one, with a goat sacrifice and early Stone Age people praying to heathen deities/spirits at an elaborate petroglyph array rocked my world. And so it makes a perfect final image. Enjoy, and conduct the proper rites. \m/
I’ve written some soul-searching posts here before, but the topic I’ve long held back from addressing is the one that feels most forbidden as a senior-level academic. Today I’ve relented and written on it. Well, anyway I wrote this about 4 months ago and sat on it, and now’s the time. To hell with the forbidden — it is that nature which has been a torment. In academia we hear many stories, and are encouraged to talk openly about, the trials and tribulations of securing a permanent faculty (or similar; e.g. curator) post. I could write about my experience as an early career scientist, which wasn’t easy, but it wouldn’t be as contemporary or as fraught with emotion as this one is. This post is about the next step, one we hear so little about: attempting a mid-career transition between institutions.
I’ve bottled these thoughts up long enough but realized they are a teachable moment that others may benefit from, as I will loop back to at the end. The point of the post is not to seek pity or sympathy, or convey that doom and gloom about academia that pervades the internet, or even to hope for empathy, but to simply state this how it has been for me so far (SPOILER: it’s a story of failure), if one is headed down this path it might help, or at least the tale might be of interest in some other way, even having parallels with some non-academic careers.
Stomach-Churning Rating: me 1010/10; yours will vary
It is probably a good idea, and I don’t know the statistics but I imagine it is common, to move between institutions at least once in a scientist’s career, and not uncommonly twice; thrice enters a bad dimension and four or more times is either pathological or purposefully peripatetic (which might be fun!). Sooner or later one wants a change of pace: one may seek to move up the ladder to a better institution, more salary or other benefits, more desirable geographic location, escape poor working conditions for anything else, and/or other factors. New adventure, mid-life crisis, whatever. At mid-career, the temporal window is closing to find that place you finish your career at, hoping for ultimate stability and satisfaction. The pressure begins mounting, but while the opportunities to transition at assistant professor level are small (with much competition), the opportunities to do so at associate professor, let alone full professor level, approach the nadir. It varies among fields and geographic regions (and how choosy one is), but there may be only 1-2 jobs in one’s field in a year. Competition may be smaller than at junior level, or just hard to even compare, but a qualitatively different factor emerges.
Early career scientists (ECSs) are evaluated in job interviews for faculty-level posts in terms of their potential to grow to become what the institution needs; with evidence of already being on that trajectory important. But it’s less about who you are as how you convince the institution that you can become that dream academic they need most. At a mid-career level, everything is in plain sight. You have a track record. You probably know 1+ people in the institution or they might never give your application a second look. So as a known quantity, the question switches to how the person fits what is needed now and in the immediate future. They are less malleable. They probably won’t do a major pivot to change their research or other direction; that’s hard at a senior level (and an uphill battle to convince committees of). Once the few candidates have been interviewed, it’s probably clear to the search committee who fits their needs. There is less likely to be the “what if?” mystery with the ambiguous future of ECSs that may leave the committee more uncertain. It’s like being handed a puzzle to put together, vs. handed a batch of ingredients to cook freestyle.
Now begins my personal story. It’s maybe the worst-kept secret I have, I realize. And now I’m OK with that. When I came to the RVC, I was told that I’d probably remain for 5-7 years and then move back to the USA, and that was fine — even expected. I thought as much, too, and by the end of that time period I’d been applying for jobs to make that return voyage as prophesized. 10 years later, after almost 16 years, I’m still here. I’ve hit the wall of the mid-career transition and had to come to grips with its harsh reality. With few jobs and slim odds, I worry that I’m near an event horizon. I’m an academic straddling some fields that makes me somewhat of a square peg for many jobs. What am I? Do I fit into conventional labels and needs? This has been my career-long identity struggle — an evolutionary biomechanist is a weird mix. Having a large grant, too (the DAWNDINOS one), could be seen as an impediment as I’m still set on a major research project for 2 more years. Yet who knows… the rest is personal and remains uncertain.
Before I finish I must address the forbidden nature of such concerns. As mid-career academics, we’re enormously privileged. We have a job, perhaps a family, a home, relative stability and security, and so forth. ECSs might give anything for that! But we have our own lives to live, and the existential crisis of time-is-running-out only gets more intense. The prizes of tenure and other success may not come with happiness. We may feel “forbidden” to speak of our experiences not only because of such privilege, but also because of massively complex socio-political interactions that face us when trying to move institutions. I am fortunate that my institution has had my back throughout my process — others would not be so kind. I’ve heard of some universities that will sack their academics if they mention to senior administrators that they are contemplating a move! That’s just evil.
It can cause deep anxiety, uncertainty, political chicanery and other trouble for the news of seeking a mid-career transition to reach the wrong ears at the wrong time — particularly as it tends to be a prolonged, uncertain process. Seeking a job vs. moving with a signed contract are different things! Far, far, far apart on the spectrum of certainty are they. Moreover, the choice to seek to move jobs is a personal and private one. We may not want to become the topics of idle gossip, or even misinformation and undermining. These factors make the journey a lonely and unique one, and it would be a grotesque understatement to say that the personal (e.g. family, health) dynamics involved will compound the stresses. Together these can impact not just life outside of work but performance at and enjoyment of work itself.
The learning opportunity that I most want to share is this: if you’re on this kind of career track, plan to move early and get started early. Apply to jobs sooner (i.e. as an assistant professor) than later (i.e. tenure onwards) even if you’re not sure about wanting to move. Talk to your partner, peers or those that matter most about this; have a trusted, private support network and advice. Get some irons in the fire and see what opportunities arise. Expect that it may take much longer than you thought, so be strategic. Have a plan B, C and D; think about how flexible you can be. And, while you might do well getting interviews and hear nice things about how amazing you are (cold comfort at times), get used to the answer that you just don’t fit what a search committee was looking for. “Fit” is that Swiss army knife of words we use in such situations in academia, to embrace a wide range of reasons we don’t want to (or can’t, for HR/legal concerns) get into at the time for why a job decision is made. A lack of “fit” is a hard word to hear and accept, as we might see it otherwise, but it is the reality and we must accept it. By accepting such realities, perhaps the forbidden will become bearable.
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