treatment
Machine Learning Study Offers Clues to Why Some People Have Rheumatoid Arthritis Pain Without Inflammation
Posted on by Dr. Monica M. Bertagnolli
About 1.5 million adults in the U.S. are living with rheumatoid arthritis (RA), an autoimmune disease in which the immune system attacks joint tissue, causing inflammation, swelling, and pain. Treatments often do a good job fighting inflammation to slow or even stop joint damage and ease pain. But this doesn’t work for everyone. Many people with RA don’t find pain relief, even with the strongest anti-inflammatory, disease-modifying therapies now available.
Why is that? A new study supported in part by NIH and reported in Science Translational Medicine has an intriguing answer.1 The findings suggest that in some people with RA, the joint lining may direct the growth of pain-sensing neurons to cause pain in the absence of inflammation. This discovery, made possible with the help of machine learning, suggests potential new ways to treat this painful disease.
The findings come from a team led by Fei Wang, Weill Cornell Medicine, New York City, and Dana E. Orange, Rockefeller University, New York City. They were inspired by recent studies showing that RA pain and inflammation don’t always go together. In fact, people with RA who have limited inflammation in some cases report just as much pain as those who have extreme inflammation. As a result, they also tend to get less benefit from anti-inflammatory drugs.
To find out why, the researchers studied the soft tissue, or synovium, lining the spaces of the joints from people with this less common form of RA. They were in search of underlying differences in gene activity to explain the pain without inflammation. They knew it wouldn’t be easy, given the variation in the way people experience and report pain and the limited availability of surgically removed tissue samples. To overcome those roadblocks, they developed a machine learning approach that could pinpoint pain-associated patterns of gene activity in the complex data that would otherwise be too difficult to discern.
Their RNA sequencing analysis turned up 815 genes that were expressed at unusually high levels in the joint tissue of 22 people who had RA pain with low inflammation. They also confirmed this same pattern of gene activity in a second group of patients with early untreated RA and little inflammation.
The researchers went on to find that this pattern was clearest in fibroblast cells (a major cell type of the synovium) which provide the structural framework of the joint space, but become a key driver of inflammation and joint damage in RA. Those fibroblasts also expressed a gene that encodes a protein called netrin-4, which is related to a family of proteins that play a role in the growth of neurons. It led them to wonder whether the joint tissue might be producing substances that could alter pain-sensing nerves to cause pain.
To learn more, they turned to studies in mice. They found that fluid collected from joint fibroblast cell cultures and netrin-4 made mouse neurons sprout new branches carrying pain receptors in the lab. The findings suggested that the RA joint lining was indeed producing substances that could lead to the growth of pain-sensing neurons.
To see if this might play a role in people with RA and little inflammation, they looked closely at the joints. Those images revealed an abundance of blood vessels that could nurture tissue growth. Those vessels were also surrounded by pain-sensing nerve fibers extending toward the joint lining in places where there was an abnormal amount of tissue growth.
The researchers think this process explains why painful, arthritic joints sometimes feel squishy and swollen even when they aren’t inflamed. In future studies, they want to learn more about which sensory neurons are specifically affected, noting that there are about a dozen different types. While much more study is needed, their goal is to find promising new ways to treat RA by targeting this underlying process, giving more people with RA much needed pain relief.
Reference:
[1] Bai Z, et al. Synovial fibroblast gene expression is associated with sensory nerve growth and pain in rheumatoid arthritis. Science Translational Medicine. DOI: 10.1126/scitranslmed.adk3506 (2024).
NIH Support: National Institute of Arthritis and Musculoskeletal and Skin Diseases
Preeclampsia: Study Highlights Need for More Effective Treatment, Prevention
Posted on by Dr. Francis Collins
Thinkstock
It’s well known that preeclampsia, a condition characterized by a progressive rise in a pregnant woman’s blood pressure and appearance of protein in the urine, can have negative, even life-threatening impacts on the health of both mother and baby. Now, NIH-funded researchers have documented that preeclampsia is also taking a very high toll on our nation’s economic well-being. In fact, their calculations show that, in 2012 alone, preeclampsia-related care cost the U.S. health care system more than $2 billion.
These findings are especially noteworthy because preeclampsia rates in the United States have been steadily rising over the past 30 years, fueled in part by increases in average maternal age and weight. This highlights the urgent need for more research to develop new and more effective strategies to protect the health of all mothers and their babies.
New Strategies in Battle Against Antibiotic Resistance
Posted on by Drs. Anthony S. Fauci and Francis S. Collins
Credit: National Institute of Allergy and Infectious Diseases, NIH
Over the past year, the problem of antibiotic resistance has received considerable attention, with concerns being raised by scientists, clinicians, public health officials, and many others around the globe. These bacteria are found not only in hospitals, but in a wide range of community settings. In the United States alone, antibiotic-resistant bacteria cause roughly 2 million infections per year, and 23,000 deaths [1].
In light of such daunting statistics, the need for action at the highest levels is clear, as is demonstrated by an Executive Order issued today by the President. Fighting antibiotic resistance is both a public health and national security priority. The White House has joined together with leaders from government, academia, and public health to create a multi-pronged approach to combat antibiotic resistance. Two high-level reports released today—the White House’s National Strategy for Combating Antibiotic-Resistant Bacteria (CARB) and the complementary President’s Council of Advisors on Science and Technology (PCAST) Report to the President on Combating Antibiotic Resistance—outline a series of bold steps aimed at addressing this growing public health threat.
Cool Videos: Accelerating Discoveries Toward Better Health
Posted on by Dr. Francis Collins
One of the biggest challenges in biomedical research today is breaking down the barriers that slow the translation of new scientific discoveries into treatments and cures. Today’s video drives home that point through a parody of the Emmy Award-winning TV series, “Breaking Bad.”
Shot in Albuquerque by the University of New Mexico’s Clinical and Translational Science Center, this film focuses on a dramatic but obviously fictional example of what it takes to move fundamental knowledge about biology into a therapy that can make a difference in a patient’s life. Here’s the plot in a nutshell: “Walter White explains to his class that clinical and translational science is about accelerating basic science to clinical science and then into practice, bringing new discoveries and technology to the people. This parody shows how Walter and Jesse Pinkman bring basic science to clinical practice, and enable a multiple sclerosis (MS) patient to walk again.”
Links:
Clinical & Translational Science Center, University of New Mexico Health Sciences Center
Clinical and Translational Science Awards (National Center for Advancing Translational Sciences/NIH)
NIH Common Fund Video Competition
NIH support: Common Fund; National Center for Advancing Translational Sciences
Different Cancers Can Share Genetic Signatures
Posted on by Dr. Francis Collins
NIH-funded researchers analyzed the DNA of these cancers.
Cancer is a disease of the genome. It arises when genes involved in promoting or suppressing cell growth sustain mutations that disturb the normal stop and go signals. There are more than 100 different types of cancer, most of which derive their names and current treatment based on their tissue of origin—breast, colon, or brain, for example. But because of advances in DNA sequencing and analysis, that soon may be about to change.
Using data generated through The Cancer Genome Atlas, NIH-funded researchers recently compared the genomic fingerprints of tumor samples from nearly 3,300 patients with 12 types of cancer: acute myeloid leukemia, bladder, brain (glioblastoma multiforme), breast, colon, endometrial, head and neck, kidney, lung (adenocarcinoma and squamous cell carcinoma), ovarian, and rectal. Confirming but greatly extending what smaller studies have shown, the researchers discovered that even when cancers originate from vastly different tissues, they can show similar features at the DNA level
More Beta Cells, More Insulin, Less Diabetes
Posted on by Dr. Francis Collins
Caption: Betatrophin, a natural hormone produced in liver and fat cells, triggers the insulin-producing beta cells in the pancreas to replicate
Credit: Douglas Melton and Peng Yi
Type 2 diabetes (T2D) has arguably reached epidemic levels in this country; between 22 and 24 million people suffer from the disease. But now there’s an exciting new development: scientists at the Harvard Stem Cell Institute have discovered a hormone that might slow or stop the progression of diabetes [1].
T2D is the most common type of diabetes, accounting for about 95% of cases. The hallmark is high blood sugar. It is linked to obesity, which increases the body’s demand for more and more insulin. T2D develops when specific insulin-producing cells in the pancreas, called beta cells, become exhausted and can’t keep up with the increased demand. With insufficient insulin, blood glucose levels rise. Over time, these high levels of glucose can lead to heart disease, stroke, blindness, kidney disease, nerve damage, and even amputations. T2D can be helped by weight loss and exercise, but often oral medication or insulin shots are ultimately needed.
