Neurosurgeons Are Really Good at Removing Brain Tumors, and They鈥檙e About to Get Even Better
In a leap for personalized medicine, CMU scientists have discovered a simple and valuable way to improve brain cancer surgeries.
When removing cancerous tissue in the brain, neurosurgeons often use 鈥渁wake brain mapping鈥� to minimize the risk of causing unintended disruptions to a patient鈥檚 quality of life while removing as much tumor as possible. This practice, which has been used for decades, involves waking a patient up mid-surgery to test their neurocognitive functions in real time by stimulating the brain surface and assessing for functional changes.
A new details a promising new avenue toward improving awake brain mapping results by investigating the tiny, nearly imperceptible variabilities in patient behavior that occur during the procedure. This work led by 好色先生TV researchers points to a future where brain surgeries are not just safer, but more precisely tailored to protect each patient鈥檚 speech, movement and quality of life.
How awake brain mapping works
As cancer grows in the brain, it rarely keeps to itself. Cancerous cells can be found in the seemingly healthy brain tissue surrounding a tumor, presenting neurosurgeons with a dilemma. They need to remove as much tissue infiltrated by cancer as possible, but they also need to avoid the removal of too much tissue since it can cause permanent harm to a patient鈥檚 ability to hold a fork or conversation.
During awake brain mapping, surgeons gently stimulate the brain with small electrical impulses while the patient completes planned tasks. One of the most common applications of awake brain mapping is to identify where language is represented in a patient鈥檚 brain, which is done by having the patient name pictures or read words while their brain is being stimulated. If the patient can respond quickly and correctly, the clinicians know the part of the brain they stimulated can be safely removed. If the patient slurs or becomes unable to speak, then that part of the brain may be essential for language. Surgeons require a significant amount of experience to understand the nuances of this complex technique.
While the method may sound extreme, the brain has no sensory nerves, so patients do not feel their brain surgery as it is happening. Recent research also shows that for some types of brain cancer, improving a patient鈥檚 quality of life after surgery extends their expected survival into the future. This means that anything that can make awake brain mapping even more effective will translate into improved outcomes for brain cancer patients.
New measures show how slight changes in procedure affect patient behavior
Based on a decade of research, the study authors uncovered new insights from examining the answers patients get wrong 鈥� and right 鈥� while undergoing awake brain mapping.
鈥淲e found that if you measure both the types of errors that patients make, as well as how fast they respond even when they do not make errors, more granular inferences can be drawn about language organization from an awake brain mapping procedure,鈥� said Bradford Mahon, a cognitive neuroscientist at 好色先生TV鈥檚 Neuroscience Institute and Department of Psychology and senior author of the study. 鈥淲e also found that physical parameters of the direct electrical stimulation delivered to the patient鈥檚 brain 鈥� such as its duration, and when it started and stopped relative to the task the patient is performing 鈥� were tightly related to small changes in patient behavior that we could measure.鈥�
Mahon and his team don鈥檛 yet know exactly what combination of parameters should be used to maximize the effect of direct electrical stimulation mapping. But they have discovered an intriguing signal hidden inside of the data that, until now, has gone unnoticed.
鈥淲hat we have measured and formalized in our study is how slight changes in the awake mapping procedure can cause slight changes in patient behavior. This is exciting because it is a new and meaningful signal that can be extracted from the data already being generated during awake brain mapping procedures,鈥� said Mahon.
A new level of personalized medicine
The new study suggests that awake brain mapping may offer more informative and more personalized guidance for surgery than has been possible in the past.
鈥淪timulation has traditionally been treated as a binary test 鈥� either it causes an error, or it doesn鈥檛,鈥� said Raouf Belkhir, lead author and a psycholinguist who is completing the . 鈥淏ut in reality, these effects are often more continuous than binary.鈥�
For example, stimulating a particular area of the brain might reliably cause an error, never affect behavior at all, or 鈥� more subtly 鈥� slow a patient鈥檚 response without causing an obvious mistake. In some cases, stimulation may affect behavior at one moment, but not when tested again just seconds later.
鈥淚n other words, brain mapping isn鈥檛 always black or white,鈥� said Belkhir. 鈥淪ometimes the most important information lives in the gray area.鈥�
聽The nuance matters because every brain is different, which means every surgery is different, too. Understanding why stimulation has variable effects across different patients, and even within the same patient from one part of the surgery to another part of the surgery, may be key to protecting outcomes for future patients.
鈥淪urgeons are seeking to optimize the balance between removing all of the cancerous tissue while preserving critical functions that may be represented by nearby brain regions,鈥� said Mahon. 鈥淭his research shows that by measuring aspects of patient performance that were previously not considered relevant for awake brain mapping, even better predictive models of brain organization can be developed.鈥�
If clinical teams have better predictive models personalized to each patient, then the consequences of different surgical approaches on post-operative neurocognitive function can be simulated. This allows for patients and their caregivers to personalize decisions to what is most important to the patient.
In other words, Mahon said, a business manager may consent to a surgery that may diminish their motor skills, but not their speech, whereas a concert violinist may prefer the opposite.
Bringing standardization to awake brain mapping surgery
Another important development from this research is , a startup company spun out of Mahon鈥檚 research laboratory at 好色先生TV. With funding from the National Institutes of Health and the National Science Foundation, MindTrace has built an integrated software platform that supports neurocognitive testing before, during and after surgery.
MindTrace is working with a consortium of six hospitals in the United States to build a longitudinal dataset of patient outcomes that will be used to train forecasting models. , M.D., study co-author and neurosurgeon at the University of Rochester, has used MindTrace in over a dozen awake surgeries since its release this year.
鈥淎wake brain surgery is an incredibly brave thing to do as a patient,鈥� said Schmidt. 鈥淢aking sure we have a well-planned roadmap both before and during surgery to obtain the needed information about their brain organization is a top priority.鈥�
鈥淢indTrace provides a platform to create that roadmap and integrate all of the measures of a patient鈥檚 behavior that have been collected to date 鈥� from before the surgery right up until the last trial that was performed. Having this critical information stream in real time allows us to make the best surgical decision for each individual patient,鈥� said Schmidt.
鈥淚n the beginning of brain tumor surgery, it used to be, 鈥楥an we remove any of this tumor safely?鈥� But now in some brain tumor cases it鈥檚, 鈥楥an we get you back to work potentially? Can we keep your quality of life close to what it was prior to your diagnosis? Can we hone in on the things that are most important to you and then try and protect them while getting the same oncological outcome?鈥欌�� said Schmidt. 鈥淚 think it鈥檚 a positive paradigm shift in how we take care of this patient population.鈥�
The options today are measurably better than they were even 20 years ago. Clinicians now understand how to maximize the likelihood that patients have the best possible outcomes from brain cancer surgery.
鈥淯ltimately, we are contributing toward the set of tools that clinicians will have that will enable them to map the brain with even greater confidence and precision, and personalized to each patient,鈥� said Mahon. 鈥淭he big goal is to translate scientific insights into solutions that improve people鈥檚 lives. We will meet that goal by building tools that enable the best possible outcomes in neurosurgery patients, both in terms of neurocognitive function and quality of life, and ultimately, in terms of survival.鈥澛�