Saturday, September 09, 2023

 POSTMODERN ALCHEMY

MSU research shows table salt could be the secret ingredient for better chemical recycling


Peer-Reviewed Publication

MICHIGAN STATE UNIVERSITY




Images

  • Researchers at Michigan State University have shown that table salt outperforms other expensive catalysts being explored for the chemical recycling of polyolefin polymers, which account for 60% of plastic waste.
     
  • The research, published in the journal Advanced Sustainable Systems, shows that sodium chloride could provide a safe, inexpensive and reusable way to make plastics more recyclable.
     
  • The team also showed that table salt and other catalysts could be used in the recycling of metallized plastic films — like those used in potato chip bags — which are currently not recyclable.

EAST LANSING, Mich. – Muhammad Rabnawaz, an associate professor in Michigan State University’s top-ranked School of Packaging and recent inductee into the National Academy of Inventors, has always believed that the most brilliant solution is also the simplest.

That belief is reflected in his team’s new publication in the journal Advanced Sustainable Systems.

Rabnawaz and his colleagues showed that sodium chloride — table salt — can outperform much more expensive materials being explored to help recycle plastics.

“This is really exciting,” Rabnawaz said. “We need simple, low-cost solutions to take on a big problem like plastics recycling.”

Although plastics have historically been marketed as recyclable, the reality is that nearly 90% of plastic waste in the United States ends up in landfills, in incinerators or as pollution in the environment.

One of the reasons plastics have become so disposable is that the materials recovered from recycling aren’t valuable enough to spend the money and resources required to get them.

According to the team’s projections, table salt could flip the economics and drastically reduce costs when it comes to a recycling process known as pyrolysis, which works through a combination of heat and chemistry.

Although Rabnawaz expected salt to have an impact because of how well it conducts heat, he was still surprised by how well it worked. It outperformed expensive catalysts — chemicals designed to spur reactions along — and he believes his team has just started tapping into its potential.

Furthermore, the work is already getting attention from big names in industry, he said.

In fact, the research was partially supported by Conagra Brands, a consumer packaged goods company. The U.S. Department of Agriculture and MSU AgBioResearch also helped finance the work.

A catalyst worth its salt

Pyrolysis is a process that breaks down the plastics into a mixture of simpler, carbon-based compounds, which come out in three forms: gas, liquid oil and solid wax.

That wax component is often undesirable, Rabnawaz said, yet it can account for more than half of products, by weight, of current pyrolysis methods. That’s even when using catalysts, which are helpful, but they often can be toxic or prohibitively expensive to be applied in managing waste plastics.

Platinum, for example, has very attractive catalytic properties, which is why it’s used in catalytic converters to reduce harmful emissions from cars. But it’s also very pricey, which is why thieves steal catalytic converters.

Although bandits are unlikely to rob platinum-based materials from a sweltering pyrolysis reactor, attempting to recycle plastics with those catalysts would still require a hefty investment — millions, if not hundreds of millions, of dollars, Rabnawaz said. And current catalysts aren’t efficient enough to justify that cost.

“No company in the world has that kind of cash to burn,” Rabnawaz said.

In earlier work, Rabnawaz and his team showed that copper oxide and table salt worked as catalysts to break down a plastic known as polystyrene. Now, they’ve shown table salt alone can eliminate the wax byproduct in the pyrolysis of polyolefins — polymers that account for 60% of plastic waste.

“That first paper was important, but I didn’t get excited until we worked with polyolefins,” Rabnawaz said. “Polyolefins are huge, and we just outperformed expensive catalysts.”

Joining Rabnawaz on this project were Christopher Saffron, an associate professor in the College of Agriculture and Natural Resources, visiting scholar Mohamed Shaker and MSU doctoral student Vikash Kumar. 

When using table salt as a catalyst to pyrolyze polyolefins, the team produced mostly liquid oil containing hydrocarbon molecules similar to what’s found in diesel fuel, Rabnawaz said. Another perk of the salt catalyst, the researchers showed, is it can be reused.

“You can recover salt by simply washing the obtained oil with water,” Rabnawaz said.

The researchers also showed that table salt aided in the pyrolysis of metallized plastic films, which are commonly used in food packaging, like potato chip bags, which isn’t currently recycled.

Although pure table salt didn’t outperform a platinum-alumina catalyst the team also tested with metallized films, the results were similar, and the salt is a fraction of the cost.

Rabnawaz, however, stressed that metallized films, while useful, are inherently problematic. He envisions a world where such films are no longer needed, which is why his team is also working to replace them with more sustainable materials.

The team will also continue working to further its pyrolysis project.

For instance, the team has yet to fully characterize the gas products of pyrolysis with table salt. And Rabnawaz believes the team can improve this approach so that the liquid products contain chemicals with more valuable applications than being burned as fuel.

Still, the early returns of the team’s new table salt tactics are encouraging. Based on a quick, preliminary economic analysis, the team estimated a commercial pyrolysis reactor could triple its profits just by adding salt.

By Matt Davenport

Read on MSUToday.

###

Michigan State University has been advancing the common good with uncommon will for more than 165 years. One of the world's leading research universities, MSU pushes the boundaries of discovery to make a better, safer, healthier world for all while providing life-changing opportunities to a diverse and inclusive academic community through more than 400 programs of study in 17 degree-granting colleges.

For MSU news on the Web, go to MSUToday. Follow MSU News on Twitter at twitter.com/MSUnews.

 

Study reveals human destruction of global floodplains


‘The world is at greater flood risk than what we realized,' UTA scientist says

Peer-Reviewed Publication

UNIVERSITY OF TEXAS AT ARLINGTON

rajib-zheng 

IMAGE: ADNAN RAJIB, LEFT, AND QIANJIN ZHENG view more 

CREDIT: UT ARLINGTON





A University of Texas at Arlington hydrologist’s study in the Nature journal Scientific Data provides the first-ever global estimate of human destruction of natural floodplains. The study can help guide future development in a way that can restore and conserve vital floodplain habitats that are critical to wildlife, water quality and reducing flood risk for people.

Adnan Rajib, a UT Arlington assistant professor in the Department of Civil Engineering, was the lead author on the published study, “Human Alterations of the Global Floodplains.” His doctoral student, Qianjin Zheng, played a significant role in developing the research.

U.S. Environmental Protection Agency (EPA) scientists Charles Lane, Heather Golden and Jay Christensen; Itohaosa Isibor of Texas A&M University-Kingsville; and Kris Johnson of The Nature Conservancy collaborated on the study. The work was funded through NASA and the National Science Foundation.

“The bottom line is that the world is at greater flood risk than what we realized, especially considering what effect human development has had on floodplains,” Rajib said. “In 27 years, between 1992 and 2019, the world has lost a dramatic 600,000 square kilometers of floodplains due to human disturbances, which include infrastructure development, industry and business construction and expansion of agriculture.”

The team used satellite remote sensing data and geospatial analytics in studying 520 major river basins of the world, discovering previously unknown spatial patterns and trends of human floodplain alterations.

“Mapping the world’s floodplains is relatively new. While there is increasing awareness to map floodplains accurately and understand flood risks, an attempt to map human disturbances in those floodplains at a global scale never existed,” said Rajib, who also is the director of the UT Arlington Hydrology and Hydroinformatics Innovation Lab. “It’s been done in smaller regions around the world and certainly in the United States and Europe, but not in data-poor regions of the world.”

The study concludes that wetland habitats are in danger and that one-third of the total global loss of floodplain wetlands occurred in North America. Rajib said the magnitude of risk for floodplains is much larger than what was previously understood. He and the team examined satellite pictures of those floodplain areas taken over the past 27 years.

“We wanted to look at floodplains at the neighborhood level,” Zheng said. “We wanted to see the impact of development on someone who lives adjacent to or near a floodplain. Some of the changes in these pictures are good, like when trees are planted or parks are built. But many of the pictures reveal disturbing outcomes. For instance, we saw a dramatic increase in the development of parking lots or the construction of buildings without adequate stormwater runoff allowances.”

Johnson, a co-author on the paper, said that “worldwide, floodplains are biodiversity hotspots that also provide a wide range of ecosystem services for people. We hope this study sheds light on this critical habitat we’re losing as well as ways in which we can reverse the trend.”

Melanie Sattler, chair and professor of the Department of Civil Engineering, said this study should give planners a vital tool to reduce flood risks for people.

“Rajib’s work can be our lens to help guide future development in order to decrease susceptibility to floods in a changing climate,” Sattler said. “And, in some cases, we hope this study can help us correct mistakes we’ve made through past development decisions.”

 

Health System Program Improved Equity in Allocation of Scarce Medication


Peer-Reviewed Publication

UNIVERSITY OF PITTSBURGH

Erin McCreary, Pharm.D. 

IMAGE: ERIN MCCREARY, PHARM.D., CLINICAL ASSISTANT PROFESSOR IN THE UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE’S DIVISION OF INFECTIOUS DISEASES AND DIRECTOR OF INFECTIOUS DISEASES IMPROVEMENT AND CLINICAL RESEARCH INNOVATION AT UPMC view more 

CREDIT: UPMC




A program designed to ensure fairness and that people living in the most disadvantaged U.S. neighborhoods would be offered a scarce, potentially life-saving medication proved feasible in a large health system. The approach can improve equity in receipt of the drug by people disproportionately affected by disease, according to a new analysis published today in JAMA Health Forum by University of Pittsburgh and UPMC scientist-clinicians.

However, the study revealed that more work needs to be done in building trust with and improving the ability to contact Black patients to ensure they ultimately receive scarce medications and other health care resources at rates comparable to their white counterparts.

“Equitable allocation of a resource is not the same as equitable receipt of that resource,” said lead author Erin McCreary, Pharm.D., clinical assistant professor in the Pitt School of Medicine’s Division of Infectious Diseases and director of infectious diseases improvement and clinical research innovation at UPMC. “I’m incredibly proud to share how UPMC – with a lot of hard work and dedicated people – was able to equitably allocate a scarce medication in a very short amount of time and achieve equity in its receipt amongst our most disadvantaged patients, but it is clear that we have more work to do in terms of receipt by race.”

Just before Christmas 2021, UPMC was awarded its first doses of Evusheld, a medication given to prevent COVID-19 in immunocompromised people who do not produce enough immunity in response to vaccination. But those 450 doses from the federal government were enough only for a quarter of a percent of the 200,000 eligible UPMC patients.

Health system leaders knew that patients from economically disadvantaged neighborhoods, who are disproportionately racial minorities, were most likely to suffer worse outcomes if they contracted COVID-19. So, to promote equity and maximize the life-saving potential of its Evusheld allocation, UPMC first winnowed its list to 10,834 of its most immunocompromised patients. Then the health system created a “weighted” lottery system that assigned double the odds of selection to patients living in the most disadvantaged neighborhoods. Pennsylvania did not allow allocation by race.

The approach used the national Area of Deprivation Index, which ranks neighborhoods on a scale of 1 (least disadvantaged) to 100 (most disadvantaged) based on factors that include education, employment, housing quality and poverty. Patients whose addresses were in neighborhoods that scored 80 or above were entered into the lottery twice.

For the analysis, McCreary and her team ran simulations to determine the demographics of patients who would have been offered Evusheld without the weighted lottery and compared those to the real-world results. Without the weights, 16.7% of patients allocated Evusheld would have been from a disadvantaged neighborhood, compared with 29.1% who were allocated it in the weighted lottery. For Black individuals, the allocation went from 7.1% without the weights to 9.1% in actuality.

UPMC implemented multiple efforts to mitigate disparities in patients’ ability to receive Evusheld once offered it. By establishing 22 infusion centers that could administer the drug, the health system minimized patient drive time. UPMC also arranged transportation for patients who lacked it and allowed home infusion for patients who couldn’t travel. Call center staff contacted each patient multiple times if they didn’t answer initially and allowed time for patients to consult with their physicians before deciding if they wanted the drug. A central lottery team was used to alleviate physician burden – UPMC did not want to ask doctors to choose amongst their patients and wanted to ensure every eligible patient was entered into the lottery at least once. Staff who contacted patients provided information designed for people with lower health literacy levels. Patients received financial assistance if they were uninsured or the co-pay for the infusion service presented a hardship.

When it came to receiving the drug they were allocated, most people declined, with only 131 of the initial 450 people contacted coming in for their infusions. While disappointing, this wasn’t surprising since the medication was newly approved under an emergency use authorization, McCreary noted, and it was understandable that patients would hesitate to be first. There is also generally less uptake in preventive measures compared to treatments.

People from disadvantaged neighborhoods received the drug at a rate of 27.5%, nearly the same as those from more advantaged neighborhoods, who received it at 27.9%. But Black individuals received Evusheld at a far lower rate of 7.3% – or 3 of the 41 Black patients offered it – compared to 29.3% for their white counterparts. There were not enough data on patients from other minoritized backgrounds to run analyses.

Inability to contact the patient – meaning they didn’t answer or return repeated phone calls to the number UPMC had in the patient record – and declining the medication were the primary reasons Black patients did not receive the treatment.

“The weighted lottery and UPMC’s efforts to remove barriers to care worked to get Evusheld to many patients who otherwise likely would have been unable to receive it,” said senior author Douglas White, M.D., professor and UPMC Endowed Chair for Ethics in Critical Care Medicine at Pitt’s School of Medicine and UPMC intensivist. “But we also learned that we must continue to enhance efforts to remove barriers to care if we are ever to close the considerable gap in racial equity during times of scarcity.”

After several weeks, enough Evusheld was available that any qualifying patient who wanted it could receive it and the lottery was discontinued. In January 2023, Evusheld stopped being offered because the virus had mutated to the point that the drug was no longer effective.

Additional authors on this research are Utibe Essien, M.D., M.P.H., of Pitt and the University of California Los Angeles; Chung-Chou H. Chang, Ph.D., Rachel A. Butler, M.H.A., M.P.H., Ashley Steiner, Maddie Chrisman, P.T., D.P.T., and Derek C. Angus, M.D., M.P.H., all of Pitt, UPMC or both; Parag Pathak, Ph.D., of the Massachusetts Institute of Technology; and Tayfun Sonmez, Ph.D., and M. Utku Unver, Ph.D., of Boston College.

 

Talk therapy with other moms an effective treatment for postpartum depression, McMaster research shows


Peer-Reviewed Publication

MCMASTER UNIVERSITY

Ryan Van Lieshout 

IMAGE: RYAN VAN LIESHOUT view more 

CREDIT: COURTESY MCMASTER UNIVERSITY




HAMILTON, ON (Aug. 31, 2023) – An innovative model of care that offers new mothers psychotherapy delivered by other mothers who have also experienced post-partum depression (PPD) should be implemented in clinical practice, according to researchers at McMaster University.

Researchers worked with nearly 200 mothers over a year and a half, during the height of the COVID-19 pandemic, and found those receiving treatment from their peers were 11 times more likely to experience remission of their major depressive disorder. The findings of the randomized control trial are published in Acta Psychiatrica Scandinavica.

PPD and its associated symptoms affect up to one in five new mothers, yet only 10 per cent receive evidence-based care. Left untreated, PPD increases the risk of future depressive episodes, family problems, and cognitive, emotional, and behavioural problems in the child.

“This is the first time anyone has shown that peers can deliver effective group online psychotherapy for mothers with postpartum depression,” says Ryan Van Lieshout, lead author of the study, associate professor of the Department of Psychiatry and Behavioural Neurosciences at McMaster University and the Canada Research Chair in Perinatal Mental Health.

“Given the number of individuals who have experienced and recovered from postpartum depression, and since this treatment is scalable and deliverable online, it has the potential to substantially improve access to effective treatment for mothers with postpartum depression,” says Van Lieshout.

Researchers recruited 183 mothers from across Ontario from Aug. 2020 and Feb. 2022 to either receive nine weeks of group cognitive behavioural therapy (CBT) delivered online from peers who had once experienced PPD and had since recovered, or to receive treatment as usual. The individuals in the treatment as usual group received the peer-delivered group CBT after being on a waitlist.

Participants in the peer-led CBT group manifested clinically significant improvements in postpartum depression and anxiety, as well as better social support, less anxiety about their child, and improvements in their infant's temperament. These changes persisted up to five months after participants started treatment.

Sixty-four per cent of participants in the treatment group met the criteria for major depressive disorder at time of enrollment, compared to six per cent after receiving the nine-week peer-led CBT program. Sixty-six per cent of participants in the waitlist group met the criteria for major depressive disorder at time of enrollment, compared to 43 per cent nine weeks later.

In advance of the program, peer facilitators underwent a three-day training program for individuals with no prior formal psychiatric training and observed the nine-week intervention delivered by experts in the hospital setting which it was developed. Facilitators delivered the intervention online in pairs.

“As somebody who has recovered, if I had this support nine and 11 years ago, I might not have had postpartum depression with my second child. I would have had resources and the opportunity to try to get ahead of it if I could,” says Lee-Anne Mosselman-Clarke, who was one of the peer facilitators.

“I think the program allows for an openness in talking and hearing others’ experiences, which takes away a very large part of the shame and the guilt around struggling with postpartum depression and anxiety.”

Recent research by Van Lieshout showed group CBT for PPD delivered by public health nurses with little to no previous psychiatric training led to clinically significant improvements in depression and worry. The outcome was stable up to six months post-treatment.

The study was supported by the Ontario Brain Institute’s Growing Expertise in Evaluation and Knowledge Translation Program.

-30-

 

To arrange an interview with Ryan Van Lieshout, please contact him at vanlierj@mcmaster.ca

 

Photo of Ryan Van Lieshout available here.

For more information, or to set up an interview with Lee-Anne Mosselman-Clarke:

Jennifer Stranges

Manager, Communications and Media Relations at McMaster University

Stranj4@mcmaster.ca or (289) 659-4387

 

Does deafness alter brain circuits supporting social skills?


Peer-Reviewed Publication

WILEY




Hearing impairment may cause difficulties in social interactions, but new research indicates that social struggles experienced by deaf individuals are likely not due to brain alterations but rather due to non-supportive environments. The findings, which are published in Human Brain Mapping, suggest that deafness does not affect the mechanisms and brain circuits supporting social skills.

For the research, investigators analyzed published neuroimaging studies focusing on social perception in deaf versus hearing participants. Results indicated that both deaf and hearing participants recruited the same brain regions when performing different social tasks. Deaf individuals showed greater activation in regions involved in processing social information from visual inputs (such as signs and lip reading).

“Promoting learning of sign language in hearing individuals, as well as providing salient visual cues in social situations, would facilitate social inclusion of deaf individuals,” the authors wrote.

URL upon publication: https://onlinelibrary.wiley.com/doi/10.1002/hbm.26444

 

Additional Information
NOTE: 
The information contained in this release is protected by copyright. Please include journal attribution in all coverage. For more information or to obtain a PDF of any study, please contact: Sara Henning-Stout, newsroom@wiley.com.

About the Journal
Human Brain Mapping is a functional neuroanatomy and neuroimaging journal where all disciplines of neurology collide to advance the field. The journal offers basic, clinical, technical and theoretical research in the rapidly expanding field of human brain mapping. Proudly accessible, every issue is open to the world.

About Wiley
Wiley is a knowledge company and a global leader in research, publishing, and knowledge solutions. Dedicated to the creation and application of knowledge, Wiley serves the world’s researchers, learners, innovators, and leaders, helping them achieve their goals and solve the world's most important challenges. For more than two centuries, Wiley has been delivering on its timeless mission to unlock human potential. Visit us at Wiley.com. Follow us on FacebookTwitterLinkedIn and Instagram.

 

Scientists develop finger sweat test to detect antipsychotic drugs in patients


New finger sweat test for antipsychotic drugs offers patients a less invasive and uncomfortable monitoring option

Peer-Reviewed Publication

FRONTIERS





Antipsychotic drugs treat incredibly vulnerable patients. Maintaining a treatment regimen is difficult for many patients, but not taking the medication is associated with a higher risk of poor health outcomes. These drugs are also very powerful with strong side-effects, and blood tests are often used to calibrate a patient’s dosage and confirm that they are taking the recommended dose. 

However, blood tests are invasive and potentially uncomfortable. Scientists have now discovered a way to test the levels of common antipsychotic drugs in the sweat from patients’ fingerprints, offering a quicker, more comfortable, and more convenient alternative to blood draws for patient monitoring.  

“Our test offers patients a quick and dignified way of showing commitment to antipsychotic treatment,” said Katherine Longman of the University of Surrey, first author of the study in Frontiers in Chemistry. “This non-invasive approach can also be adapted to fit other therapeutic regimes.”

A test at your fingertips

The scientists already knew that some drugs could be detected in the sweat from a fingertip, without the requirement for specialist personnel and with easier storage and transportation. Finger sweat samples, unlike blood, can be transported at ambient temperature. 

To test whether antipsychotic drugs could also be detected in sweat, they recruited 60 patients receiving clozapine, quetiapine, or olanzapine, as well as 30 negative controls. 11 patients taking clozapine also agreed to supply blood samples so that the correlation between finger sweat indicators and blood indicators could be tested. Patients were asked to report their dosage and the most recent dose they had taken.

The researchers collected samples both before and after handwashing, as hands that have been washed are considered to give a better picture of the eccrine sweat that comes from fingertips. Patients pressed their fingertips against porous paper for 30 seconds. These samples were then collected and analyzed using liquid chromatography mass spectrometry. 

Corresponding author Prof Melanie Bailey, based at the University of Surrey, and the team also asked six people who did not take the drugs to handle whole and crushed pills and then give fingerprints. This control checked whether the test could be compromised by patients touching the medication. The scientists were able to confirm the reliability of the method and to distinguish between the presence of the drugs in patients’ sweat and the presence of the drug on patients’ hands. 

Fingerprinting medication

The test detected the presence of antipsychotic drugs accurately in every patient taking them. It was most effective for clozapine, where a pilot analysis of a sub-group of patients found that the levels of clozapine metabolites in finger sweat correlated with the levels found in blood. This, the researchers said, raises the exciting possibility that the test will eventually be able to quantify the levels of clozapine in a patient’s sweat instead of just detecting them. 

The test also consistently detected quetiapine, although this was a small group of patients. The signal for olanzapine was less strong, but all patients who took olanzapine tested positive on at least one fingerprint provided before washing their hands. They were also taking lower doses than patients on the other drugs. 

Although the test as used in the study included samples taken after washing hands, which adds time and facilities needed for the test, the efficacy of the tests on fingerprints taken from unwashed hands suggested this wasn’t necessary. Removing this step would make it even quicker and easier for laypeople to carry out the tests. 

“We are currently exploring methods to quantify the level of drug in a fingerprint and the optimum sampling time,” added Bailey. “We are also very interested to see whether fingerprints can be used to diagnose disease - for example from the metabolites that are deposited in a fingerprint sample.”


 

Stoichiometric mismatch between phytoplankton and zooplankton under climate warming and eutrophication


Peer-Reviewed Publication

KEAI COMMUNICATIONS CO., LTD.




Climate warming and eutrophication have emerged as prominent drivers of global change, posing threats to aquatic ecosystems. Under these ongoing environmental changes, phytoplankton and zooplankton may exhibit divergent responses and result in stoichiometric mismatches between phytoplankton and zooplankton. This imbalance, as a result, constrains the upward flow of energy within trophic hierarchies. The extent to which climate warming, eutrophication or their interplay intensify these imbalanced elemental ratios between phytoplankton and zooplankton, however, remains unclear.

To investigate this, a team of researchers in China conducted a mesocosm experiment to simulate natural shallow lakes. In a full factorial design, they introduced controlled factors of climate warming (with a consistent temperature rise of 3.5 °C accompanied by heat waves) and eutrophication (via nutrient enrichment).

They observed a growing trend in the stoichiometric mismatch when climate warming or eutrophication acted individually, which was mediated by an increase in nutrient demand by zooplankton for growth. However, when these stressors acted jointly, the mismatch was reversed.

"This phenomenon might be attributed to the tandem influence of climate warming and eutrophication altering the composition of zooplankton species, consequently reshaping the overall stoichiometric configuration within the community,” shared lead author of the study, Konghao Zhu.

The researchers emphasized that previous studies have primarily focused on the stoichiometric mismatch from a unilateral perspective of phytoplankton or zooplankton, but this mismatch is caused by a combination of changes in phytoplankton and zooplankton.

“This sutdy offered a dual perspective of phytoplankton and zooplankton on the stoichiometric mismatch and revealed the changes in stoichiometric mismatch between phytoplankton and zooplankton under climate warming and eutrophication,” added Zhu.

Another challenge came to light during the study. While cross-trophic level stoichiometry enhances comprehension of trophic relationships, it falls short in elucidating the underlying causes of stoichiometric mismatch changes. This limitation arises from the fact that environmental stressors frequently trigger modifications in species composition, consequently introducing complexities to community-level stoichiometry.

“Therefore, understanding the effects of global change on trophic relationships through stoichiometric mismatch requires consideration not only of cross-trophic levels, but also of compositional changes within communities,” concluded Zhu.