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A Race-Free Approach to Diagnosing Chronic Kidney Disease

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A black woman looking off-screen. Anatomical kidneys appear next to her
Credit: True Touch Lifestyle; crystal light/Shutterstock

Race has a long and tortured history in America. Though great strides have been made through the work of leaders like Dr. Martin Luther King, Jr. to build an equal and just society for all, we still have more work to do, as race continues to factor into American life where it shouldn’t. A medical case in point is a common diagnostic tool for chronic kidney disease (CKD), a condition that affects one in seven American adults and causes a gradual weakening of the kidneys that, for some, will lead to renal failure.

The diagnostic tool is a medical algorithm called estimated glomerular filtration rate (eGFR). It involves getting a blood test that measures how well the kidneys filter out a common waste product from the blood and adding in other personal factors to score how well a person’s kidneys are working. Among those factors is whether a person is Black. However, race is a complicated construct that incorporates components that go well beyond biological and genetic factors to social and cultural issues. The concern is that by lumping together Black people, the algorithm lacks diagnostic precision for individuals and could contribute to racial disparities in healthcare delivery—or even runs the risk of reifying race in a way that suggests more biological significance than it deserves.

That’s why I was pleased recently to see the results of two NIH-supported studies published in The New England Journal of Medicine that suggest a way to take race out of the kidney disease equation [1, 2]. The approach involves a new equation that swaps out one blood test for another and doesn’t ask about race.

For a variety of reasons, including socioeconomic issues and access to healthcare, CKD disproportionately affects the Black community. In fact, Blacks with the condition are also almost four times more likely than whites to develop kidney failure. That’s why Blacks with CKD must visit their doctors regularly to monitor their kidney function, and often that visit involves eGFR.

The blood test used in eGFR measures creatinine, a waste product produced from muscle. For about the past 20 years, a few points have been automatically added to the score of African Americans, based on data showing that adults who identify as Black, on average, have a higher baseline level of circulating creatinine. But adjusting the score upward toward normal function runs the risk of making the kidneys seem a bit healthier than they really are and delaying life-preserving dialysis or getting on a transplant list.

A team led by Chi-yuan Hsu, University of California, San Francisco, took a closer look at the current eGFR calculations. The researchers used long-term data from the Chronic Renal Insufficiency Cohort (CRIC) Study, an NIH-supported prospective, observational study of nearly 4,000 racially and ethnically diverse patients with CKD in the U.S. The study design specified that about 40 percent of its participants should identify as Black.

To look for race-free ways to measure kidney function, the researchers randomly selected more than 1,400 of the study’s participants to undergo a procedure that allows kidney function to be measured directly instead of being estimated based on blood tests. The goal was to develop an accurate approach to estimating GFR, the rate of fluid flow through the kidneys, from blood test results that didn’t rely on race.

Their studies showed that simply omitting race from the equation would underestimate GFR in Black study participants. The best solution, they found, was to calculate eGFR based on cystatin C, a small protein that the kidneys filter from the blood, in place of the standard creatinine. Estimation of GFR using cystatin C generated similarly accurate results but without the need to factor in race.

The second NIH-supported study led by Lesley Inker, Tufts Medical Center, Boston, MA, came to similar conclusions. They set out to develop new equations without race using data from several prior studies. They then compared the accuracy of their new eGFR equations to measured GFR in a validation set of 12 other studies, including about 4,000 participants.

Their findings show that currently used equations that include race, sex, and age overestimated measured GFR in Black Americans. However, taking race out of the equation without other adjustments underestimated measured GFR in Black people. Equations including both creatinine and cystatin C, but omitting race, were more accurate. The new equations also led to smaller estimated differences between Black and non-Black study participants.

The hope is that these findings will build momentum toward widespread adoption of cystatin C for estimating GFR. Already, a national task force has recommended immediate implementation of a new diagnostic equation that eliminates race and called for national efforts to increase the routine and timely measurement of cystatin C [3]. This will require a sea change in the standard measurements of blood chemistries in clinical and hospital labs—where creatinine is routinely measured, but cystatin C is not. As these findings are implemented into routine clinical care, let’s hope they’ll reduce health disparities by leading to more accurate and timely diagnosis, supporting the goals of precision health and encouraging treatment of CKD for all people, regardless of their race.

References:

[1] Race, genetic ancestry, and estimating kidney function in CKD. Hsu CY, Yang W, Parikh RV, Anderson AH, Chen TK, Cohen DL, He J, Mohanty MJ, Lash JP, Mills KT, Muiru AN, Parsa A, Saunders MR, Shafi T, Townsend RR, Waikar SS, Wang J, Wolf M, Tan TC, Feldman HI, Go AS; CRIC Study Investigators. N Engl J Med. 2021 Sep 23.

[2] New creatinine- and cystatin C-based equations to estimate GFR without race. Inker LA, Eneanya ND, Coresh J, Tighiouart H, Wang D, Sang Y, Crews DC, Doria A, Estrella MM, Froissart M, Grams ME, Greene T, Grubb A, Gudnason V, Gutiérrez OM, Kalil R, Karger AB, Mauer M, Navis G, Nelson RG, Poggio ED, Rodby R, Rossing P, Rule AD, Selvin E, Seegmiller JC, Shlipak MG, Torres VE, Yang W, Ballew SH,Couture SJ, Powe NR, Levey AS; Chronic Kidney Disease Epidemiology Collaboration. N Engl J Med. 2021 Sep 23.

[3] A unifying approach for GFR estimation: recommendations of the NKF-ASN Task Force on Reassessing the Inclusion of Race in Diagnosing Kidney Disease. Delgado C, Baweja M, Crews DC, Eneanya ND, Gadegbeku CA, Inker LA, Mendu ML, Miller WG, Moxey-Mims MM, Roberts GV, St Peter WL, Warfield C, Powe NR. Am J Kidney Dis. 2021 Sep 22:S0272-6386(21)00828-3.

Links:

Chronic Kidney Disease (National Institute of Diabetes and Digestive and Kidney Diseases/NIH)

Explaining Your Kidney Test Results: A Tool for Clinical Use (NIDDK)

Chronic Renal Insufficiency Cohort Study

Chi-yuan Hsu (University of California, San Francisco)

Lesley Inker (Tufts Medical Center, Boston)

NIH Support: National Institute of Diabetes and Digestive and Kidney Diseases


How Severe COVID-19 Can Tragically Lead to Lung Failure and Death

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SARS-CoV-2 and a sick woman. Leader lines label lungs, liver, heart and kidney

More than 3 million people around the world, now tragically including thousands every day in India, have lost their lives to severe COVID-19. Though incredible progress has been made in a little more than a year to develop effective vaccines, diagnostic tests, and treatments, there’s still much we don’t know about what precisely happens in the lungs and other parts of the body that leads to lethal outcomes.

Two recent studies in the journal Nature provide some of the most-detailed analyses yet about the effects on the human body of SARS-CoV-2, the coronavirus that causes COVID-19 [1,2]. The research shows that in people with advanced infections, SARS-CoV-2 often unleashes a devastating series of host events in the lungs prior to death. These events include runaway inflammation and rampant tissue destruction that the lungs cannot repair.

Both studies were supported by NIH. One comes from a team led by Benjamin Izar, Columbia University, New York. The other involves a group led by Aviv Regev, now at Genentech, and formerly at Broad Institute of MIT and Harvard, Cambridge, MA.

Each team analyzed samples of essential tissues gathered from COVID-19 patients shortly after their deaths. Izar’s team set up a rapid autopsy program to collect and freeze samples within hours of death. He and his team performed single-cell RNA sequencing on about 116,000 cells from the lung tissue of 19 men and women. Similarly, Regev’s team developed an autopsy biobank that included 420 total samples from 11 organ systems, which were used to generate multiple single-cell atlases of tissues from the lung, kidney, liver, and heart.

Izar’s team found that the lungs of people who died of COVID-19 were filled with immune cells called macrophages. While macrophages normally help to fight an infectious virus, they seemed in this case to produce a vicious cycle of severe inflammation that further damaged lung tissue. The researchers also discovered that the macrophages produced high levels of IL-1β, a type of small inflammatory protein called a cytokine. This suggests that drugs to reduce effects of IL-1β might have promise to control lung inflammation in the sickest patients.

As a person clears and recovers from a typical respiratory infection, such as the flu, the lung repairs the damage. But in severe COVID-19, both studies suggest this isn’t always possible. Not only does SARS-CoV-2 destroy cells within air sacs, called alveoli, that are essential for the exchange of oxygen and carbon dioxide, but the unchecked inflammation apparently also impairs remaining cells from repairing the damage. In fact, the lungs’ regenerative cells are suspended in a kind of reparative limbo, unable to complete the last steps needed to replace healthy alveolar tissue.

In both studies, the lung tissue also contained an unusually large number of fibroblast cells. Izar’s team went a step further to show increased numbers of a specific type of pathological fibroblast, which likely drives the rapid lung scarring (pulmonary fibrosis) seen in severe COVID-19. The findings point to specific fibroblast proteins that may serve as drug targets to block deleterious effects.

Regev’s team also describes how the virus affects other parts of the body. One surprising discovery was there was scant evidence of direct SARS-CoV-2 infection in the liver, kidney, or heart tissue of the deceased. Yet, a closer look heart tissue revealed widespread damage, documenting that many different coronary cell types had altered their genetic programs. It’s still to be determined if that’s because the virus had already been cleared from the heart prior to death. Alternatively, the heart damage might not be caused directly by SARS-CoV-2, and may arise from secondary immune and/or metabolic disruptions.

Together, these two studies provide clearer pictures of the pathology in the most severe and lethal cases of COVID-19. The data from these cell atlases has been made freely available for other researchers around the world to explore and analyze. The hope is that these vast data sets, together with future analyses and studies of people who’ve tragically lost their lives to this pandemic, will improve our understanding of long-term complications in patients who’ve survived. They also will now serve as an important foundational resource for the development of promising therapies, with the goal of preventing future complications and deaths due to COVID-19.

References:

[1] A molecular single-cell lung atlas of lethal COVID-19. Melms JC, Biermann J, Huang H, Wang Y, Nair A, Tagore S, Katsyv I, Rendeiro AF, Amin AD, Schapiro D, Frangieh CJ, Luoma AM, Filliol A, Fang Y, Ravichandran H, Clausi MG, Alba GA, Rogava M, Chen SW, Ho P, Montoro DT, Kornberg AE, Han AS, Bakhoum MF, Anandasabapathy N, Suárez-Fariñas M, Bakhoum SF, Bram Y, Borczuk A, Guo XV, Lefkowitch JH, Marboe C, Lagana SM, Del Portillo A, Zorn E, Markowitz GS, Schwabe RF, Schwartz RE, Elemento O, Saqi A, Hibshoosh H, Que J, Izar B. Nature. 2021 Apr 29.

[2] COVID-19 tissue atlases reveal SARS-CoV-2 pathology and cellular targets. Delorey TM, Ziegler CGK, Heimberg G, Normand R, Shalek AK, Villani AC, Rozenblatt-Rosen O, Regev A. et al. Nature. 2021 Apr 29.

Links:

COVID-19 Research (NIH)

Izar Lab (Columbia University, New York)

Aviv Regev (Genentech, South San Francisco, CA)

NIH Support: National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Cancer Institute; National Institute of Allergy and Infectious Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; National Human Genome Research Institute; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism


Study Ties COVID-19-Related Syndrome in Kids to Altered Immune System

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Very sick child
Credit: iStock/Sasiistock

Most children infected with SARS-CoV-2, the virus that causes COVID-19, develop only a mild illness. But, days or weeks later, a small percentage of kids go on to develop a puzzling syndrome known as multisystem inflammatory syndrome in children (MIS-C). This severe inflammation of organs and tissues can affect the heart, lungs, kidneys, brain, skin, and eyes.

Thankfully, most kids with MIS-C respond to treatment and make rapid recoveries. But, tragically, MIS-C can sometimes be fatal.

With COVID-19 cases in children having increased by 21 percent in the United States since early August [2], NIH and others are continuing to work hard on getting a handle on this poorly understood complication. Many think that MIS-C isn’t a direct result of the virus, but seems more likely to be due to an intense autoimmune response. Indeed, a recent study in Nature Medicine [1] offers some of the first evidence that MIS-C is connected to specific changes in the immune system that, for reasons that remain mysterious, sometimes follow COVID-19.

These findings come from Shane Tibby, a researcher at Evelina London Children’s Hospital, London. United Kingdom; Manu Shankar-Hari, a scientist at Guy’s and St Thomas’ NHS Foundation Trust, London; and colleagues. The researchers enlisted 25 children, ages 7 to 14, who developed MIS-C in connection with COVID-19. In search of clues, they examined blood samples collected from the children during different stages of their care, starting when they were most ill through recovery and follow-up. They then compared the samples to those of healthy children of the same ages.

What they found was a complex array of immune disruptions. The children had increased levels of various inflammatory molecules known as cytokines, alongside raised levels of other markers suggesting tissue damage—such as troponin, which indicates heart muscle injury.

The neutrophils, monocytes, and other white blood cells that rapidly respond to infections were activated as expected. But the levels of certain white blood cells called T lymphocytes were paradoxically reduced. Interestingly, despite the low overall numbers of T lymphocytes, particular subsets of them appeared activated as though fighting an infection. While the children recovered, those differences gradually disappeared as the immune system returned to normal.

It has been noted that MIS-C bears some resemblance to an inflammatory condition known as Kawasaki disease, which also primarily affects children. While there are similarities, this new work shows that MIS-C is a distinct illness associated with COVID-19. In fact, only two children in the study met the full criteria for Kawasaki disease based on the clinical features and symptoms of their illness.

Another recent study from the United Kingdom, reported several new symptoms of MIS-C [3]. They include headaches, tiredness, muscle aches, and sore throat. Researchers also determined that the number of platelets was much lower in the blood of children with MIS-C than in those without the condition. They proposed that evaluating a child’s symptoms along with his or her platelet level could help to diagnose MIS-C.

It will now be important to learn much more about the precise mechanisms underlying these observed changes in the immune system and how best to treat or prevent them. In support of this effort, NIH recently announced $20 million in research funding dedicated to the development of approaches that identify children at high risk for developing MIS-C [4].

The hope is that this new NIH effort, along with other continued efforts around the world, will elucidate the factors influencing the likelihood that a child with COVID-19 will develop MIS-C. Such insights are essential to allow doctors to intervene as early as possible and improve outcomes for this potentially serious condition.

References:

[1] Peripheral immunophenotypes in children with multisystem inflammatory syndrome associated with SARS-CoV-2 infection. Carter MJ, Fish M, Jennings A, Doores KJ, Wellman P, Seow J, Acors S, Graham C, Timms E, Kenny J, Neil S, Malim MH, Tibby SM, Shankar-Hari M. Nat Med. 2020 Aug 18.

[2] Children and COVID-19: State-Level Data Report. American Academy of Pediatrics. August 24, 2020.

[3] Clinical characteristics of children and young people admitted to hospital with covid-19 in United Kingdom: prospective multicentre observational cohort study. Swann OV, Holden KA, Turtle L, Harrison EW, Docherty AB, Semple MG, et al. Br Med J. 2020 Aug 17.

[4] NIH-funded project seeks to identify children at risk for MIS-C. NIH. August 7, 2020.

Links:

Coronavirus (COVID-19) (NIH)

Kawasaki Disease (Genetic and Rare Disease Information Center/National Center for Advancing Translational Sciences/NIH)

Shane Tibby (Evelina London Children’s Hospital, London)

Manu Shankar-Hari (King’s College, London)

NIH Support: Eunice Kennedy Shriver National Institute of Child Health and Human Development; Office of the Director; National Heart, Lung, and Blood Institute; National Institute of Allergy and Infectious Diseases; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute on Drug Abuse; National Institute of Minority Health and Health Disparities; Fogarty International Center


NASA Twins Study Reveals Health Effects of Space Flight

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Sending one identical twin into space while the other stays behind on Earth might sound like the plot of a sci-fi thriller. But it’s actually a setup for some truly fascinating scientific research!

As part of NASA’s landmark Twins Study, Scott Kelly became the first U.S. astronaut to spend nearly a year in “weightless” microgravity conditions aboard the International Space Station. Meanwhile, his identical twin, retired astronaut Mark Kelly, remained earthbound. Researchers put both men—who like all identical twins shared the same genetic makeup at birth—through the same battery of biomedical tests to gauge how the human body responds to life in space. The good news for the future of space travel is that the results indicated that health is “mostly sustained” during a prolonged stay in space.

Reporting in the journal Science, the Twins Study team, which included several NIH-funded researchers, detailed many thousands of differences between the Kelly twins at the molecular, cellular, and physiological levels during the 340-day observation period. However, most of Scott’s measures returned to near pre-flight levels within six months of rejoining Mark on Earth.

Over the past nearly 60 years, 559 people have flown in space. While weightless conditions are known to speed various processes associated with aging, few astronauts have remained in space for more than a few months at a time. With up to three year missions to the moon or Mars planned for the future, researchers want to get a better sense of how the human body will hold up under microgravity conditions for longer periods.

To get a more holistic answer, researchers collected a variety of biological samples from the Kelly twins before, during, and after Scott’s spaceflight. All told, more than 300 samples were collected over the course of 27 months.

Multiple labs around the country used state-of-the art tools to examine those samples in essentially every way they could think of doing. Those analyses offer a remarkably detailed view of changes in an astronaut’s biology and health while in space.

With so much data, there were lots of interesting findings to report, including many changes in the expression of Scott’s genes that weren’t observed in his twin. While most of these changes returned to preflight levels within six months of Scott’s return to Earth, about 7 percent of his genes continued to be expressed at different levels. These included some related to DNA repair and the immune system.

Despite those changes in immunity-related gene expression, his immune system appeared to remain fully functional. His body responded to the flu vaccine administered in space just as would be expected back home on Earth.

Scott also had some measurable changes in telomeres—complexes of specialized DNA sequences, RNA, and protein that protect the tips of our chromosomes. These generally shorten a bit each time cells divide. But during the time in space, the telomeres in Scott’s white blood cells measured out at somewhat greater length.

Potentially, this is because some of his stem cells, which are younger and haven’t gone through as many cell divisions, were being released into the blood. Back on Earth, his telomere lengths returned to an average length within six months of his return. Over the course of the study, the earthbound telomeres of his twin brother Mark remained stable.

Researchers also uncovered small but significant changes to Scott’s gut microbiome, the collection of microbes that play important roles in digestion and the immune system. More specifically, there was a shift in the ratio of two major groups of bacteria. Once back on Earth, his microbiome quickly shifted back to its original preflight state.

The data also provided some metabolic evidence suggesting that Scott’s mitochondria, the cellular powerhouses that supply the body with energy, weren’t functioning at full capacity in space. While further study is needed, the NIH-funded team led by Kumar Sharma, University of Texas Health Science Center, San Antonio, suggests that changes in the mitochondria might underlie changes often seen in space to the human cardiovascular system, kidneys, and eyes.

Of course, such a small, two-person study makes it hard to draw any general conclusions about human health in space. But the comparisons certainly help to point us in the right direction. They provide a framework for understanding how the human body responds on a molecular and cellular level to microgravity over time. They also may hold important lessons for understanding human health and precision medicine down here on Earth.

I look forward to future space missions and their contributions to biomedical research. I’m also happy to report, it will be a short wait.

Last year, I highlighted the Tissue Chips in Space Initiative. It’s a unique collaboration between NIH and NASA in which dozens of human tissue chips—tiny, 3D devices bioengineered to model different tissues and organs—will be sent to the International Space Station to study the accelerated aging that occurs in space.

The first tissue chips were sent to the International Space Station last December. And I’m pleased to report that more were aboard recently when the SpaceX Dragon cargo spacecraft made a resupply run to the International Space Station. On May 8, astronauts there successfully completed offloading miniaturized tissue chips of the lungs, bone marrow, and kidneys, enabling more truly unique science in low gravity that couldn’t be performed down here on Earth.

Reference:

[1] The NASA Twins Study: A multidimensional analysis of a year-long human spaceflight. Garrett-Bakelman FE, Darshi M, Green SJ, Gur RC, Lin L, Macias BR, et. al. Science. 2019 Apr 12;364(6436).

Links:

Twins Study (NASA)

Launches and Landings (NASA. Washington, D.C.)

Kumar Sharma (University of Texas Health Science Center, San Antonio)

Tissue Chips in Space (National Center for Advancing Translational Sciences/NIH)

NIH Support: National Institute on Aging; National Institute of Diabetes and Digestive and Kidney Diseases


H3Africa: Fostering Collaboration

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Osafo-Raji-Burke-Glover

Caption: Pioneers in building Africa’s genomic research capacity; front, Charlotte Osafo (l) and Yemi Raji; back, David Burke (l) and Tom Glover.
Credit: University of Michigan, Ann Arbor

About a year ago, Tom Glover began sifting through a stack of applications from prospective students hoping to be admitted into the Master’s Degree Program in Human Genetics at the University of Michigan, Ann Arbor. Glover, the program’s director, got about halfway through the stack when he noticed applications from two physicians in West Africa: Charlotte Osafo from Ghana, and Yemi Raji from Nigeria. Both were kidney specialists in their 40s, and neither had formal training in genomics or molecular biology, which are normally requirements for entry into the program.

Glover’s first instinct was to disregard the applications. But he noticed the doctors were affiliated with the Human Heredity and Health in Africa (H3Africa) Initiative, which is co-supported by the Wellcome Trust and the National Institutes of Health Common Fund, and aims in part to build the expertise to carry out genomics research across the continent of Africa. (I am proud to have had a personal hand in the initial steps that led to the founding of H3Africa.) Glover held onto the two applications and, after much internal discussion, Osafo and Raji were admitted to the Master’s Program. But there were important stipulations: they had to arrive early to undergo “boot camp” in genomics and molecular biology and also extend their coursework over an extra term.


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