Alzheimer’s prevention may be less about new drugs, more about income, zip code and education
That your risk of Alzheimer’s disease depends on your salary, what you ate as a child, or the block where you live may seem implausible. But researchers are discovering that social determinants of health (SDOH) play an outsized role in Alzheimer’s disease and related dementias, possibly more than age, and new strategies are emerging for how to address these factors.
At the 2022 Alzheimer’s Association International Conference, a series of presentations offered evidence that a string of socioeconomic factors—such as employment status, social support networks, education and home ownership—significantly affected dementia risk, even when adjusting data for genetic risk. What’s more, memory declined more rapidly in people who earned lower wages and slower in people who had parents of higher socioeconomic status.
In 2020, a first-of-its kind study in JAMA linked Alzheimer’s incidence to “neighborhood disadvantage,” which is based on SDOH indicators. Through autopsies, researchers analyzed brain tissue markers related to Alzheimer’s and found an association with these indicators. In 2022, Ryan Powell, the lead author of that study, published further findings that neighborhood disadvantage was connected with having more neurofibrillary tangles and amyloid plaques, the main pathological features of Alzheimer's disease.
As of yet, little is known about the biological processes behind this, says Powell, director of data science at the Center for Health Disparities Research at the University of Wisconsin School of Medicine and Public Health. “We know the association but not the direct causal pathway.”
The corroborative findings keep coming. In a Nature study published a few months after Powell’s study, every social determinant investigated affected Alzheimer’s risk except for marital status. The links were highest for income, education, and occupational status.
Clinical trials on new Alzheimer’s medications get all the headlines but preventing dementia through policy and public health interventions should not be underestimated.
The potential for prevention is significant. One in three older adults dies with Alzheimer's or another dementia—more than breast and prostate cancers combined. Further, a 2020 report from the Lancet Commission determined that about 40 percent of dementia cases could theoretically be prevented or delayed by managing the risk factors that people can modify.
Take inactivity. Older adults who took 9,800 steps daily were half as likely to develop dementia over the next 7 years, in a 2022 JAMA study. Hearing loss, another risk factor that can be managed, accounts for about 9 percent of dementia cases.
Clinical trials on new Alzheimer’s medications get all the headlines but preventing dementia through policy and public health interventions should not be underestimated. Simply slowing the course of Alzheimer’s or delaying its onset by five years would cut the incidence in half, according to the Global Council on Brain Health.
Minorities Hit the Hardest
The World Health Organization defines SDOH as “conditions in which people are born, work, live, and age, and the wider set of forces and systems shaping the conditions of daily life.”
Anyone who exists on processed food, smokes cigarettes, or skimps on sleep has heightened risks for dementia. But minority groups get hit harder. Older Black Americans are twice as likely to have Alzheimer’s or another form of dementia as white Americans; older Hispanics are about one and a half times more likely.
This is due in part to higher rates of diabetes, obesity, and high blood pressure within these communities. These diseases are linked to Alzheimer’s, and SDOH factors multiply the risks. Blacks and Hispanics earn less income on average than white people. This means they are more likely to live in neighborhoods with limited access to healthy food, medical care, and good schools, and suffer greater exposure to noise (which impairs hearing) and air pollution—additional risk factors for dementia.
Related Reading: The Toxic Effects of Noise and What We're Not Doing About it
Plus, when Black people are diagnosed with dementia, their cognitive impairment and neuropsychiatric symptom are more advanced than in white patients. Why? Some African-Americans delay seeing a doctor because of perceived discrimination and a sense they will not be heard, says Carl V. Hill, chief diversity, equity, and inclusion officer at the Alzheimer’s Association.
Misinformation about dementia is another issue in Black communities. The thinking is that Alzheimer’s is genetic or age-related, not realizing that diet and physical activity can improve brain health, Hill says.
African Americans are severely underrepresented in clinical trials for Alzheimer’s, too. So, researchers miss the opportunity to learn more about health disparities. “It’s a bioethical issue,” Hill says. “The people most likely to have Alzheimer’s aren’t included in the trials.”
The Cure: Systemic Change
People think of lifestyle as a choice but there are limitations, says Muniza Anum Majoka, a geriatric psychiatrist and assistant professor of psychiatry at Yale University, who published an overview of SDOH factors that impact dementia. “For a lot of people, those choices [to improve brain health] are not available,” she says. If you don’t live in a safe neighborhood, for example, walking for exercise is not an option.
Hill wants to see the focus of prevention shift from individual behavior change to ensuring everyone has access to the same resources. Advice about healthy eating only goes so far if someone lives in a food desert. Systemic change also means increasing the number of minority physicians and recruiting minorities in clinical drug trials so studies will be relevant to these communities, Hill says.
Based on SDOH impact research, raising education levels has the most potential to prevent dementia. One theory is that highly educated people have a greater brain reserve that enables them to tolerate pathological changes in the brain, thus delaying dementia, says Majoka. Being curious, learning new things and problem-solving also contribute to brain health, she adds. Plus, having more education may be associated with higher socioeconomic status, more access to accurate information and healthier lifestyle choices.
New Strategies
The chasm between what researchers know about brain health and how the knowledge is being applied is huge. “There’s an explosion of interest in this area. We’re just in the first steps,” says Powell. One day, he predicts that physicians will manage Alzheimer’s through precision medicine customized to the patient’s specific risk factors and needs.
Raina Croff, assistant professor of neurology at Oregon Health & Science University School of Medicine, created the SHARP (Sharing History through Active Reminiscence and Photo-imagery) walking program to forestall memory loss in African Americans with mild cognitive impairment or early dementia.
Participants and their caregivers walk in historically black neighborhoods three times a week over six months. A smart tablet provides information about “Memory Markers” they pass, such as the route of a civil rights march. People celebrate their community and culture while “brain health is running in the background,” Croff says.
Photos and memory prompts engage participants in the SHARP program.
OHSU/Kristyna Wentz-Graff
The project began in 2015 as a pilot study in Croff’s hometown of Portland, Ore., expanded to Seattle, and will soon start in Oakland, Calif. “Walking is good for slowing [brain] decline,” she says. A post-study assessment of 40 participants in 2017 showed that half had higher cognitive scores after the program; 78 percent had lower blood pressure; and 44 percent lost weight. Those with mild cognitive impairment showed the most gains. The walkers also reported improved mood and energy along with increased involvement in other activities.
It’s never too late to reap the benefits of working your brain and being socially engaged, Majoka says.
In Milwaukee, the Wisconsin Alzheimer’s Institute launched the The Amazing Grace Chorus® to stave off cognitive decline in seniors. People in early stages of Alzheimer’s practice and perform six concerts each year. The activity provides opportunities for social engagement, mental stimulation, and a support network. Among the benefits, 55 percent reported better communication at home and nearly half of participants said they got involved with more activities after participating in the chorus.
Private companies are offering intervention services to healthcare providers and insurers to manage SDOH, too. One such service, MyHello, makes calls to at-risk people to assess their needs—be it food, transportation or simply a friendly voice. Having a social support network is critical for seniors, says Majoka, noting there was a steep decline in cognitive function among isolated elders during Covid lockdowns.
About 1 in 9 Americans age 65 or older live with Alzheimer’s today. With a surge in people with the disease predicted, public health professionals have to think more broadly about resource targets and effective intervention points, Powell says.
Beyond breakthrough pills, that is. Like Dorothy in Kansas discovering happiness was always in her own backyard, we are beginning to learn that preventing Alzheimer’s is in our reach if only we recognized it.
Viv spent nearly an hour choosing her body.
She considered going as her eight year-old self. She would stand eye-to-eye with her father in his hospital bed, shedding tears and crying: please don't go, daddy. But that was too obvious. It would offend him.
He became data coursing through a network, able to embody any form, to outlive physical decay.
She considered her eighteen year-old self. She would lean over him, scrawny and tall, her lips trembling with anger: you're being selfish, dad. But that would lead to shouting.
She considered every form, even reviving people from the past: her mother, her grandfather, her little sister Mary. How would her father react to Mary walking in? He would think himself dead. She could whisper a message to him: Stay alive, dad. God commands it.
In the end, Viv chose the look of her last days as a biological person. Thirty-one years old, her auburn hair cut short, her black eyes full of longing. She watched the body print in silicon over robotic armature.
When it blinked to life, Viv stood in front of a mirror. Her face was appropriately somber, her mind in sync with her new muscles. Without thinking, she stretched her arms, arched her body, twirled on her tiptoes. She had forgotten the pleasure of sensation.
"I should do this…" The voice resonated through her. She could not help but smile. "I should do this more often… often… often." Every repetition thrilled her with sound. She began to sing an old favorite: "Times have changed… and we've often…"
But she stopped herself. This was not a day for singing.
Viv clothed her body in a blue dress, packed her tablet in a briefcase, stood in front of the mirror one last time. "I'll be there in five," she said aloud, though she did not need to.
A man's voice answered in her mind: I'm not coming.
"Gabe…"
There's no point, said the voice. We know what he'll say.
"We have to try."
I won't see him dying, Viv.
The clenching of her jaw felt like the old days. Her brother made a habit of last-minute decisions, without concern for how they affected other people, most often her.
She remembered the day he became an everperson. It was soon after their mother's death. They were supposed to visit their father in mourning, but Gabe disappeared without explanation. Viv took the full burden of solace on herself. She sat with her father in a small room, with an old Persian rug and stale furniture. His mustache was beginning to gray, his eyes beginning to wrinkle. "She's with your sister now," he said. "Your mom and Mary, I can…" He leaned in to whisper, "I can almost hear them, at night, laughing on the other side. They tell me to wait… they tell me to wait." Viv nodded for him, pretending to believe, wishing she could.
Gabe did not return her calls that evening. The next day, she began to worry. The day after, she began to look. He made no effort to hide, he simply neglected to tell her the new plan.
Gabe had taken the money from his inheritance, and booked himself an everence. It was something new back then. Viv did not understand the science, but she knew it was a destructive process. His physical brain was destroyed by lasers that scanned it neuron by neuron, creating a digital replica. He became data coursing through a network, able to embody any form, to outlive physical decay. He became an everperson.
It took three days to complete. Viv went to the facility, a converted warehouse by the Bay Bridge. She watched the new Gabe being printed over robotic armature, taking the form of his last biological self, to help with the transition. When he blinked to life, she did not know if he would be the same person, or an imperfect copy of an imperfect copy. But Gabe was totally oblivious to the pain he caused her by disappearing in that way. No robot, she thought, could be so callous.
When Viv made her own decision to everize, she deliberated for weeks, thinking through the consequences and conversations to come. Afterwards, she sat with her father in that same small room, with the Persian rug older, the furniture staler, a new cat purring at his feet.
"But it's suicide," he said.
"It's the opposite, dad. It's eternal life."
"You'd be a robot. You wouldn't be you."
"Gabe's the same as he ever was," she noted the resentment in her voice. "He's just not… physical, until he wants to be."
Her father exhaled an Arabic phrase he was using more often in his old age. La hawla wa la quwata illa billah. She had never learned his native tongue, but she looked up the phrase to understand him better. It meant something like: there is no power except in God. It was a sigh of resignation.
"Vivian," he said eventually, "Your soul is not your brain. Your soul lives on. If you kill yourself, you... it's unforgivable. Don't you want to see mom in heaven? Mary? Me?"
She wanted to believe. She wanted painfully. But when she spoke, it was barely a whisper. "I don't think that will happen, dad."
Fewer biological people meant little need for hospitals, or doctors. It would close soon.
It was the first she had ever confessed to him about God or Heaven. In as steady a voice as he could manage, her father said: "You're an adult, Viv. You do what you think is best."
She came to visit sometimes, as an everperson. He could not tell at first. But as the years went by, as his eyes wrinkled, and his hair grayed, he noticed that Viv never aged. One day he stopped talking to her. Another she stopped coming.
Now he was waiting out the last days of his life alone in a hospital bed. Viv did not want to say goodbye. It seemed such a waste.
You don't have to, Gabe spoke into her mind. Get him to sign, say anything, say it's for selling the house. Once we have full power of attorney, we can decide for him.
"It's not right." She noticed herself speaking aloud on the hoverbus. Nine nervous faces turned to her.
It's not right, she continued in her mind. Dad never forced us to pray, never forced us to —
That was mom.
But he loved her. He never changed her mind, he raised us to question, and he quietly believed. He has every right to live his way, just like we did.
To live. Not to die... When he's an everperson, he'll thank us.
That gave her pause. It might be true. She remembered her first moments as an everperson, suddenly linked to countless other minds, waking to the full expanse of human knowledge like sunlight through an open window, breathless and unexpected.
Still, she said, it's not right.
So you want him to die?
I want to convince him.
And what if you don't? There was panic in his voice. Gabe steadied himself. You brought your tablet, Viv. You know what it's for. Get him to sign.
And what if I don't?
I'll figure something out, with or without you. I won't let him die, Viv. Not this day and age.
Viv kept quiet the rest of her way there. She played memories in her mind, of every conversation she ever had with her father, every time he read her a verse or taught her a parable. She looked for a way to convince him, some doubt, some chink in his armor of belief. But she got distracted by the world outside.
It was strange to pass for a time through physical space. It took longer than she expected. Now watching the sunlight refract through the hoverbus window, she was mesmerized. Every sensation felt more real, more vivid than her memory. "I should do this more often," she said aloud.
The hospital smelled like death. It had fallen into disrepair since her mother's illness. Fewer biological people meant little need for hospitals, or doctors. It would close soon, she thought. Her footsteps echoed through the halls, along with the sounds of old televisions playing old films to keep the patients company.
The room she entered had no sound, except the whirring machines. No light, except an eerie glow filtering through the curtains. The figure on the bed was her father, his breathing strained, his skin cracked like the desert. She closed the door behind her.
When her father turned, she saw a flicker of joy in his eyes. It disappeared.
"La hawla wa la… I thought it was her."
"I am her."
He winced. "She died some twenty years ago."
Viv sat next to him. The machines whirred around them, keeping his body alive another day, or hour, or minute. "It doesn't look good, dad."
"I know."
"You broke a promise."
He held her gaze. "I did?"
"You said we'd see the bats in Australia."
"You were scared of bats."
"And you said they were cute in Oz, the giant bats, like upside down puppies chewing bananas."
He smiled, but that was a long time ago. "Your mom was alive then… Gabe… You were alive…"
"I'm alive now, dad. Look at me. I'm Viv. Vivian Fatema. Your daughter. Half mom, half you. I'm the same person I was."
His eyes shifted. She sensed he wanted to believe. She held his hand and squeezed it. She felt him squeezing back. "I want you to stay, dad."
"There's nothing for me here."
"I'm here."
"You don't love me, Viv. You're a robot."
His hand let go. "You're there… I don't know where. I have a lot to answer for, Viv. I pray. I pray every day, five times a day, sometimes more. I pray that God forgive you for what you did, forgive me for my part, forgive Gabriel... I wish I could stay, love, but… Everyone I love is on the other side."
It hurt her to say the next words: "It's not real, dad."
"Of course you'd say that." He turned his body away from her.
"Please, dad."
She listened to his breathing.
"I love you," she said.
"You don't love me, Viv. You're a robot."
She lowered her head against the bed. She kneeled for countless breaths. It took all her strength to stand up again.
Viv took her briefcase, pulled out her tablet. She stood tapping at the screen for some time. The clenching of her jaw felt like the old days.
"Before I go, I need you to sign something. It's a power of attorney for the house. We can't sell it without you."
"You're selling the house?"
She shrugged. "It's no use to a robot."
His bony finger signed the screen without reading it. She kissed his forehead goodbye.
"Viv?" She stopped. "Before you go, could you open the curtains?"
She did. Her last image of him was a frail old body gazing at the moving clouds.
On the hoverbus home, Viv turned against the window outside. She pressed the briefcase to her like a hug, her mechanical heart thumping against it. Every heartbeat brought a memory back of her biological life. "I should do this more…" She whispered to herself, not caring who might hear. The sunset turned violet.
You made him sign. Gabe sounded like triumph.
"I did."
You did the right thing.
"I know."
Let me see.
She pulled out her tablet and, with a touch, uploaded the file.
Where's my name? Gabe asked. I only see your name.
"I changed it."
What do you mean you "changed it"?
"I changed my mind last minute, Gabe. I didn't think to tell you."
That's funny, sis. Very funny.
"It's not funny at all, Gabe. It's dead serious. I have power of attorney. I'm going to bury him next to mom and Mary."
No… There's no way.
"It's my choice now."
I can't watch him go, Viv. I can't. Don't be selfish.
"I'll miss him." She felt a pain in her chest. "I'll miss him too." Her voice was different now. "But it's what he wanted."
Gabe left her. She heard nothing but her thoughts. Unbearable thoughts.
Viv turned to the darkening world outside. She found her reflection instead, her reflection in tears. She saw her father's eyes.
The largest ever seizure of fentanyl in the United States – 254 pounds of the white powder, enough to kill 1 in 3 Americans by overdose – was found under a shipment of cucumbers recently.
A policing approach alone is insufficient to take on the opioid crisis.
Those types of stories barely make the headlines any more, in part because illicit drugs are no longer just handsold by drug dealers; these sales have gone online. The neighborhood dealer faces the same evolving environment as other retailers and may soon go the way of Sears.
But opioids themselves are not going away. I could make an opioid purchase online in about 30 seconds and have it sent to my door, says Joe Smyser. The epidemiologist and president of The Public Good Projects isn't bragging, he's simply stating a fact about the opioid crisis that has struck the United States. The U.S Drug Enforcement Agency, social media companies, and some foreign governments have undertaken massive efforts to shut down sites selling illegal drugs, and they have gotten very good at it, shuttering most within a day of their opening.
But it's a Whac-A-Mole situation in which new ones pop up as quickly as older ones are closed; they are promoted through hashtags, social media networks, and ubiquitous email spam to lure visitors to a website or call a WhatsApp number to make a purchase. The online disruption by law enforcement has become simply another cost of doing business for drug sellers. Fentanyl, and similar analogues created to evade detection and the law, are at the center of it. Small amounts can be mixed with other "safer" opioids to get a high, and the growth of online sales have all contributed to the surge of opioid-related deaths: about 17,500 in 2006; 47,600 in 2017; and a projected 82,000 a year by 2025.
All of this has occurred even while authorities have been cracking down on the prescribing of opioids, and prescription-related deaths have declined. Clearly a policing approach alone is insufficient to take on the opioid crisis.
Building the Tools
The Public Good Projects (PGP), a nonprofit organization founded by concerned experts, was set up to better understand public health issues in this new online environment and better shape responses. The first step is to understand what people are hearing and the language they are using by monitoring social media and other forms of public communications. "We're collecting data from every publicly available media source that we can get our hands on. It's broadcast television data, it's radio, it's print newspapers and magazines. And then it's online data; it's online video, social media, blogs, websites," Smyser explains.
The purpose was to better understand the opioid crisis and find out if there were differences between affected rural and urban populations.
"Then our job is to create queries, create searches of all of that data so that we find what is the information that Americans are exposed to about a topic, and then what … Americans [are] sharing amongst themselves about that same topic."
He says it's the same thing business has been doing for years to monitor their "brand health" and be prepared for possible negative issues that might arise about their products and services. He believes PGP is the first group to use those tools for public health.
Looking At Opioids
PGP's work on opioids started with a contract from the Substance Abuse and Mental Health Administration (SAMHSA) through the National Science Foundation. The purpose was simply to better understand the opioid crisis in the United States and in particular find out if there were differences between affected rural and urban populations. A team of data scientists, public health professionals, and cultural anthropologists needed several months to sort out and organize the algorithms from the sheer volume of data.
Drug use is particularly rich in slang, where a specific drug or way of using it can be referred to in multiple ways in different towns and social groups. Traditional media often uses clinical terms, Twitter shorthand, and all of that has to be structured and integrated "so that it isn't just spitting out data that is gobbledygook and of no use to anyone," says Smyser.
The data they gather is both cumulative and in real time, tabulated and visually represented in constantly morphing hashtag and word clouds where the color and size of the word indicates the source and volume of its use.
Popular hashtags on Twitter relating to the opioid crisis.
(Credit: The Public Good Projects)
The visual presentation of data helps to understand what different groups are saying and how they are saying it. For example, compare the hashtag and word clouds. Younger people are more likely to use the hashtags of Twitter, while older people are more likely to use older forms of media, and that is reflected in their concerns and language in those clouds.
Popular words relating to the opioid crisis gathered from older forms of media.
(Credit: The Public Good Projects)
A Ping map shows the origin of messages, while a Spidey map shows the network of how messages are being forwarded and shared among people. These sets of data can be overlaid with zip code, census, and socioeconomic data to provide an even deeper sense of who is saying what. And when integrated together, they provide clues to topics and language that might best engage people in each niche.
A Ping map showing the origin of messages around the opioid crisis.
(Credit: The Public Good Projects)
Opioids Speak
One thing that quickly became apparent to PGP in monitoring the media is that "over half of the information that the American public is exposed to about opioids is a very distant policy debate," says Smyser.
It is political pronouncements in DC, the legal system going after pharmaceutical companies that promoted prescription opioids for pain relief (and more), or mandatory prison terms for offenders. Relatively little is about treatment, the impact on families and communities, and what people can do themselves. That is particularly important in light of another key finding: residents of "Trump-land," the rural areas that supported the president and are being ravaged by opioids, talk about the problem and solutions very differently from urban areas.
"In rural communities there is usually a huge emphasis on self-reliance, and we take care of each other; that's why we enjoy living here. We are a neighborhood, we come together and we fix our own problems," according to Smyser.
In contrast, urban communities tend to be more transient, less likely to live in multigenerational households and neighborhoods, and look to formal institutions rather than themselves for solutions. "The message that we're sending people is one where there is really no role whatsoever for self-efficacy...we're giving them nothing to do" to help solve the problem themselves, says Smyser. "In fact, I could argue it is reducing self-efficacy."
Residents of "Trump-land," the rural areas that supported the president and are being ravaged by opioids, talk about the problem and solutions very differently from urban areas.
The opioid crisis is complex and improving the situation will be too. Smyser believes a top-down policing approach alone will not work; it is better to provide front-line public health officers at the state and local level with more and current intelligence so they can respond in their communities.
"I think that would be enormously impactful. But right now, we just don't have that service." SAMHSA declined multiple requests to discuss this project paid for with federal money. A spokesman concluded with: "That project occurred under the previous administration, and we did not have a direct relationship with PGP. As a result, I am unable to comment on the project."
The Milken Institute Center for Public Health, a think tank that is working to find solutions to the opioid epidemic, had an upbeat response. Director Sabrina Spitaletta said, "PGP's work to provide real-time data that monitors topics of high concern in public health has been very helpful to many of the front-line organizations working to combat this crisis."