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Government Science Data May Soon Be Hidden. They’re Racing to Copy It.

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Government Science Data May Soon Be Hidden. They’re Racing to Copy It.

Amid the torrent of executive orders signed by President Trump were directives that affect the language on government web pages and the public’s access to government data touching on climate change, the environment, energy and public health.

In the past two months, hundreds of terabytes of digital resources analyzing data have been taken off government websites, and more are feared to be at risk of deletion. While in many cases the underlying data still exists, the tools that make it possible for the public and researchers to use that data have been removed.

But now, hundreds of volunteers are working to collect and download as much government data as possible and to recreate the digital tools that allow the public to access that information.

So far, volunteers working on a project called Public Environmental Data Partners have retrieved more than 100 data sets that were removed from government sites, and they have a growing list of 300 more they hope to preserve.

It echoes efforts that began in 2017, during Mr. Trump’s first term, when volunteers downloaded as much climate, environmental, energy and public health data as possible because they feared its fate under a president who has called climate change a hoax.

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Little federal information disappeared then. But this time is different. And so, too, is the response.

“We should not be in this position where the Trump administration can literally take down every government website if it wants to,” said Gretchen Gehrke, an environmental scientist who helped found the Environmental Data and Governance Initiative in 2017 to conserve federal data. “We’re not prepared for having resilient public information in the digital age and we need to be.”

While a lot of data generated by agencies, like climate measurements collected by the National Oceanic and Atmospheric Administration, is required by Congress, the digital tools that allow the public to view that data are not.

“This is a campaign to remove public access,” said Jessie Mahr, the director of technology at the Environmental Policy Innovation Center, a member group of the data partnership. “And at the end of the day, American taxpayers paid for these tools.”

The Public Environmental Data Partners coalition has received frequent requests for two data tools: the Climate and Economic Justice Screening Tool, or CEJST, and the Environmental Justice Screening Tool, or EJScreen.

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The first was developed under a Biden administration initiative to make sure that 40 percent of federal climate and infrastructure investments to go to disadvantaged communities. It was taken offline in January. EJScreen, developed under the Obama administration and once available through the E.P.A, was removed in early February.

“The very first thing across the executive branch was to remove references to equity and environmental justice and to remove equity tools from all agencies,” Dr. Gehrke said. “It really impairs the public’s ability to demonstrate structural racism and its disproportionate impacts on communities of color.”

Just a dozen years ago, the E.P.A. defined environmental justice as “the fair treatment and meaningful involvement of all people regardless of race, color, national origin, or income.” The E.P.A.’s new administrator, Lee Zeldin, recently equated environmental justice to “forced discrimination.”

Nonprofit organizations used both screening tools to apply for federal grants related to environmental justice and climate change. But the E.P.A. closed all of its environmental justice offices last week, ending three decades of work to mitigate the effects on poor and minority communities often disproportionately burdened by industrial pollution. It also canceled hundreds of grants already promised to nonprofit groups trying to improve conditions in those communities.

“You can’t possibly solve a problem until you can articulate it, so it was an important source of data for articulating the problem,” said Harriet Festing, executive director of the nonprofit group Anthropocene Alliance.

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Christina Gosnell, co-founder and president of Catalyst Cooperative, a member of the environmental data cooperative, said her main concern was not that the data won’t be archived before it disappears, but that it won’t be updated.

Preserving the current data sets is the first step, but they could become irrelevant if data collection stops, she said.

More than 100 tribal nations, cities, and nonprofits used CEJST to show where and why their communities needed trees, which can reduce urban heat, and then applied for funds from the Arbor Day Foundation, a nonprofit organization that received a $75 million grant from the Inflation Reduction Action. The Arbor Day Foundation was on track to plant over a quarter of a million new trees before its grant was terminated in February.

How hard it is to reproduce complex tools depends on how the data was created and maintained. CEJST was “open source,” meaning the raw data and information that backed it up were already publicly accessible for coders and researchers. It was put back together by three people within 24 hours, according to Ms. Mahr.

But EJScreen was not an open source tool, and recreating it was more complicated.

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“We put a lot of pressure on the last weeks of the Biden administration to make EJScreen open source, so they released as much code and documentation as they could,” Dr. Gehrke said.

It took at least seven people more than three weeks to make a version of EJScreen that was close to its original functionality, and Ms. Mahr said they’re still tinkering with it. It’s akin to recreating a recipe with an ingredient list but no assembly instructions. Software engineers have to try and remember how the “dish” tasted last time, and then use trial and error to reassemble it from memory.

Now, the coalition is working to conserve even more complicated data sets, like climate data from NOAA, which hosts many petabytes — think a thousand terabytes, or more than a million gigabytes — of weather observations and climate models in its archives.

“People may not understand just how much data that is,” Dr. Gehrke said in an email. It could cost hundreds of thousands of dollars per month just in storage fees, she said, without including the cost of any sort of access. She said they were talking to NOAA personnel to prioritize the most vulnerable and highest impact data to preserve as soon as possible.

So far, the data they’ve collected is largely stored in the cloud and backed up using servers around the globe; they’ve worked out pro bono agreements to avoid having to pay to back it up.

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Some data have, so far, been left alone, like statistics from the Energy Information Administration, among other agencies. Zane Selvans, a fellow co-founder of Catalyst Cooperative said the group had worked for the past eight years to aggregate U.S. energy system data and research in the form of open source tools. The goal is to increase access to federal data that is technically available but not necessarily easy to use.

“So far we’ve been lucky,” Mr. Selvans said. “Folks working on environmental justice haven’t been as lucky.”

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Freaked out by the news? Tips for staying calm from ex-refugees, hostages and ‘uncertainty experts’

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Freaked out by the news? Tips for staying calm from ex-refugees, hostages and ‘uncertainty experts’

War in Iran. Sleeper cells. Soaring gas prices. A new virus. ICE arrests. The acceleration of AI. And a rogue food delivery robot. Is your heart racing yet?

Amid one of the highest-stakes, most chaotic news cycles in recent memory, it’s hard to keep calm while scrolling through the day’s doom-saturated headlines.

Fear not. A team of British scientists, two authors and a group of thought leaders once deemed societal outcasts are here to help. Sam Conniff and Katherine Templar-Lewis’ new book, “The Uncertainty Toolkit: Worry Less and Do More by Learning to Cope With the Unknown,” presents evidence-based strategies to help you not only tolerate uncertainty, but thrive in the face of it.

Conniff, a self-described author and “social entrepreneur,” and Templar-Lewis, a neuroscientist, partnered with the University College London’s Centre for the Study of Decision-Making Uncertainty as well as real world “uncertainty experts” — former prisoners, drug addicts, hostages, refugees and others — to execute the most extensive study to date on “Uncertainty Tolerance,” which published in 2022. Their web project, “Uncertainty Experts,” is an interactive “self development experience” that includes workshops and an online Netflix-produced documentary, through which viewers can test their own uncertainty tolerance.

Their “Uncertainty Toolkit” book, out April 7, addresses the three emotional states that uncertainty puts us in — Fear, Fog and Stasis — while blending personal stories from the subjects they interviewed with the latest science on uncertainty, interactive exercises and guided reflections.

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“The Uncertainty Toolkit” aims to help you keep calm amid chaos.

(Bluebird / Pan Macmillan)

“We are scientifically in the most uncertain times,” Templar-Lewis says. “There’s something called the World Uncertainty Index, which charts uncertainty [globally]. And it’s spiking. People say life has always been uncertain, and of course it has; but because of the way we’re connected and on digital platforms and our lives are so busy, we’re interacting with more and more moments of uncertainty than ever before.”

We asked the authors to relay three strategies for staying calm in challenging times, as told to them by their uncertainty experts.

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This interview has been edited for length and clarity.

Advice from an ex-addict: Be grateful: Morgan Godvin is an ex-addict and human rights activist from Oregon who served four years of a five-year sentence in a federal prison, Conniff says.

“She developed a practice of ‘Radical Gratitude.’ Even in a world that feels so overwhelming, we can all find an object from which to derive a sense of gratitude,” he says. “As an emotion, gratitude provides a counterweight to anxiety that is almost as powerful as breath work or any of the other [anti-anxiety] well-known interventions.”

In prison, Godvin — who suffers from anxiety — created a daily practice to help her cope. “She began being grateful for the blankets, the only thing she had — and they were threadbare blankets,” Conniff says. “And by digging deep and really emphasizing the warm sensation we know of as gratitude, it became a biological hack. When the body starts to feel grateful, the hormones the body releases brings it back into what’s known as homeostasis or a sense of equilibrium; it activates the parasympathetic nervous system. It’s a very humbling and very healthy practice when the world’s just too much.”

Advice from a survivor of suicidal depression: Lean into the unknown. Vivienne Ming is a leading neuroscientist based in the Bay Area who faced a web of personal challenges in her early 20s. Ming, who was assigned male at birth, dropped out of the Massachusetts Institute of Technology, became homeless and was “living out of their car with a gun on their dashboard,” Conniff says. “They faced homelessness and near suicidal depression before finding a path that took them through gender transition to a place of real identity, marriage, family and success as a scientist.”

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How? They developed and cultivated an awareness of “negativity bias,” Conniff says. “We all have a predetermined negativity bias. And in times of uncertainty, that negativity bias goes off the charts and we start to limit ourselves and shut ourselves down. By understanding this, we begin to be able to make a choice: Am I shutting myself down to the opportunities of life? Am I not getting back to people? Am I not taking the chances that are presented to me?”

What’s more, uncertainty, Dr. Ming pointed out, is actually good for you. It unlocks parts of your brain.

“Uncertainty drives neuroplasticity, our ability to learn,” Conniff says. “So [it’s about] resisting negativity bias — that this is all dangerous and difficult and we’re told not to trust each other — and instead, Dr. Ming’s response is to lean into the unknown. She says ‘the best way forward is to all walk slowly into the deep end of our own lives.’”

Advice from an ex-refugee: Reflect on your gut. Rez Gardi grew up in a refugee camp in Pakistan, before her family relocated to New Zealand. She’s now a lawyer and human rights activist working in Iraq.

“Rez correctly identified the scientific explanation for what we all call ‘gut instinct,’” Conniff says. “It’s known as ‘embodied cognition.’ The idea is that we have two brains — the gut instinct is an incredibly complex system of data points and it literally is in our gut and it’s connected to our brains via the vagus nerve. What it does is it brings your intuition in line with your intellect.”

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So how to tap into it? “Rez talked about reflecting on her gut instinct,” Conniff says. “So when you have a feeling that you are right or wrong, go back to that feeling: What color was it? What shape was it? Where was it in your body? What temperature was it? Rez honed her gut instinct to become incredibly accurate: Should she trust this person? Was she safe? And that gut instinct became a highly tuned instrument. When we are trying to solve problems, when we are trying to communicate, these signals are as accurate as the best of our cognitive problem-solving abilities.”

Conniff and Templar-Lewis spoke to nearly 40 uncertainty experts in all. And with all of them, Conniff adds, “they kind of learned these techniques themselves, but the scientific evidence really backs it up.”

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How a Melting Glacier in Antarctica Could Affect Tens of Millions Around the Globe

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How a Melting Glacier in Antarctica Could Affect Tens of Millions Around the Globe

Scientists spent the first weeks of the year on an expedition to Antarctica to study Thwaites Glacier, which is melting at an alarming rate. If it breaks apart entirely, it could push up global sea levels by two feet over the course of several decades, affecting tens of millions worldwide, according to a New York Times analysis.

The maps below show some of the coastal cities at risk and populated, low-lying areas that could be threatened if the glacier were to collapse today.

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Kolkata, India

1.7 million

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Note: Areas below high tide may be protected by seawalls, levees or other coastal defenses. Sources: Climate Central; Worldpop; Jerry Mitrovica, Harvard University.

These are just the minimum effects that Thwaites’s disintegration would be likely to have on the world’s coastlines. As the glacier breaks apart, global warming will raise sea levels even higher by melting the ice from Greenland and causing oceans to expand in volume. And Thwaites acts as a plug, holding back many of the Antarctic glaciers on land around it. If it collapses, they could break apart and spill into the sea as well.

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“Eventually it would take out all of the West Antarctic,” said Richard Alley, a professor of geosciences at Penn State.

Seaside cities all over the world are at risk, but the threat is especially acute in Asia, and includes some of the world’s fastest-growing urban areas, as the map below shows:

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Source: New York Times analysis of data from Climate Central CoastalDEM 3.0, Worldpop and Jerry Mitrovica, Harvard University.

The costs of guarding against higher storm surges and more frequent flooding would be huge. One proposal from the U.S. Army Corps of Engineers to protect parts of New York City would cost more than $52 billion, a price tag that would be out of reach for much of the world.

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“We’ll defend the highest-value places that are defensible, but there will be other places that we don’t,” said Benjamin Strauss, Chief Scientist at Climate Central, a nonprofit science organization that produced the elevation models used in this article.

In city after city, the Times’s analysis found that heavily populated areas tend to be near the coasts, as opposed to higher, safer areas.

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Shanghai, one of the major cities under threat, already has more than 600,000 residents living below sea level. If average sea levels rose two feet, an additional 4.7 million people would be affected.

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Shanghai’s population at each elevation

Like many of the most vulnerable places, Shanghai is situated on a soft, marshy delta, a landscape naturally prone to sinking, although humans often speed up the process by building structures and draining the groundwater below. The city has also been adding and reinforcing seawalls, and replacing concrete with wetland parks to absorb stormwater.

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Note: Coastal defenses not mapped.

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For places like Shanghai, the cost of defending the city is relatively modest compared with its value, said Jochen Hinkel, director of the Global Climate Forum, an international research organization based in Germany. “There’s so much capital concentrated on a small piece of land,” he said.

But not all places have the resources to protect themselves. Dhaka, the capital of Bangladesh, is expected to swell to over 50 million people by 2050, and will rely extensively on borrowed money to prepare for the worst.

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Dhaka’s population at each elevation

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Bangladesh, a low-lying delta nation, is experiencing more volatile monsoons and stronger cyclones as the planet warms. Villages have already been erased as the tides rise and rivers in the region change shape. Saltwater tides have ruined farmland, driving rural residents to the already-crowded capital.

The limits to adaptation

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In the United States, a two-foot increase in sea levels wouldn’t affect as many people as in parts of Asia, but the price of adaptation would be astronomical. And even in the wealthiest country in the world, flood defenses aren’t bulletproof.

When the network of pumps and levees failed during Hurricane Katrina in 2005, the catastrophe killed 1,400 people and displaced more than a million. Recovery in New Orleans has cost about $140 billion. Dozens of smaller communities along the Gulf Coast may not be so lucky.

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New Orleans

120,000 people within 2 feet of high tide



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Areas protected

by levees

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Miami metropolitan area

125,000

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Coastal cities elsewhere are bracing for higher sea levels. It would cost $13.6 billion to shield part of the San Francisco waterfront. Farther inland in California, it would take $2 billion to improve protections in Stockton. Across the country, a giant barrier at New York City’s harbor could cost $119 billion.

Yet people and buildings continue to accumulate in harm’s way. Miami’s population and real estate values have exploded in recent years, despite the fact that the city is notoriously difficult to protect.

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Clearer answers about if, and when, Thwaites could collapse may make all the difference in how well coastal areas are able to adapt. “The value of the information is grotesquely higher than what we’ve invested in it,” Dr. Alley said.

Under President Trump, the United States has abandoned research that could better forecast the effects of Antarctica’s melting ice. It has also promoted the use and burning of fossil fuels, adding to the greenhouse gas emissions that are dangerously heating the planet. That could speed up the glacier’s collapse.

The fallout from decisions made today may not be felt immediately, Dr. Strauss said, but “this is what we’re signing up the future for.”

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Methodology

The Times’s analysis includes cities with 300,000 residents or more and within 100 miles of the coast.

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It used elevation data from Climate Central’s CoastalDEM 3.0 to calculate the average high tides at each location. This model reflects local water levels more accurately than global averages. It used data from the European Commission’s Global Human Settlement Layer (GHS-UCDB) for city boundaries and Worldpop’s 2026 data for population estimates.

The sea level rise scenarios in this article focus only on the effects from Antarctica. The continent is expected to lose its gravitational pull on ocean water as it loses ice. As that happens, parts of the Northern Hemisphere, including the United States and much of Asia, will experience higher-than-average effects in sea level rise than places closer to Antarctica.

The maps and total population numbers are adjusted to reflect this dynamic, using data from Jerry Mitrovica, professor of geophysics at Harvard. They do not account for similar dynamics from Greenland’s ice loss, or for any other influences that may cause an uneven distribution of sea level rise.

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I had to man up and get a mammogram

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I had to man up and get a mammogram

I show up for my appointment. A nurse asks me to get undressed from the waist up and put on a gown with the opening in front. For the life of me, I can’t figure out the correct way to tie the gown’s tassels. When I mention this feat of incompetence to the technologist inside the examining room, she tells me I could’ve just taken off my shirt. The nurse, she says, is “not used to male patients for mammograms.”

Thus began my first of what will be many regular mammogram screenings, screenings that, as a man, I never expected I’d need. I guess that nurse didn’t expect it either.

Let’s be clear, the breast cancer statistics for women are downright frightening: One in eight women will be diagnosed with breast cancer in their lifetime. For men, it’s only 1 in 726. Looking at those numbers, it’s obvious and even reasonable to understand why breast cancer is treated as a greater health threat for women. But much of the culture surrounding the disease seems ensconced in a gendered mold, including those pink awareness ribbons, pink merchandise, wigs, sisterhood and the general idea that men don’t have breasts in the first place, so why on earth would they have to worry about getting breast cancer?

In fact, some of us do have to worry. Breast cancer in men isn’t so rare that it hasn’t affected a few male celebrities, like KISS drummer Peter Criss, actor Richard Roundtree (star of “Shaft”), and famous by association, Beyoncé’s father, Mathew Knowles. Despite these high-profile diagnoses, the perception of breast cancer as a threat to men’s health has struggled to go mainstream.

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Cheri Ambrose founded the Male Breast Cancer Global Alliance more than a decade ago after learning her friend’s husband received a breast cancer diagnosis. She looked on the internet for some information about it. “And to my surprise, there was nothing out there for men,” she tells me. “It was crickets.”

Dr. Aditya Bardia is a UCLA breast cancer oncologist who’s been in the field for 15 years and, in that time, has treated over 20 men. He says that men should watch out for lumps, pain, discomfort or nipple inversion. “If you have any of that, get it checked out with an ultrasound,” says Bardia. “Otherwise, if a man is only at average risk, then a mammogram is not necessary. But if he has BRCA and a family history, then a mammogram is recommended.”

The genetic risk factor

Those major risk indicators are what ushered me into my own cancer prevention safari. My mother was diagnosed with breast cancer in 2000, and my grandmother was diagnosed around a decade earlier. Add to this the fact that I have an Ashkenazi background, and I’m about as at-risk for breast cancer as any man can be.

To get a more accurate genetic indicator of cancer risk, my mother encouraged me to get my DNA tested for the BRCA1 gene mutation. Sure enough, I tested positive for BRCA1, and now my doctors and I are on high alert not just for breast cancer but also linked cancers like prostate and pancreatic cancer. (While it’s not public record if Richard Roundtree was BRCA1 positive, he survived his bout with breast cancer only to pass away decades later from pancreatic cancer, suggesting that he possibly carried the gene mutation.)

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The mammogram experience

After testing positive for BRCA1, the geneticist I spoke with emphasized that my biggest new health concern would be prostate cancer, so I was a little bit surprised when my general practitioner gave me a referral for my first mammogram. I had no idea what to expect.

This is where I have to say that the scope of what I don’t know about women’s health is probably wider than I’d care to admit. My first exposure to the realities of what a mammogram procedure actually entails came from watching the pilot episode of “Girls5eva.” We first meet Sara Bareilles’ character while she’s in the middle of getting one, latched in somewhat medieval fashion to a mechanical vice that towers high over her head. I knew uncomfortable breast squeezing was involved; I just didn’t realize a machine did all the work. “Girls5eva,” if you’re unfamiliar, is not an old show, which means I’ve been unaware for most of my life how a mammogram actually works.

Still, as I headed to my appointment, I wondered, because I’m a man, how my own mammogram would differ from the one I saw Sara Bareilles getting on TV. It turns out, it wasn’t very different at all.

After getting rid of that gown, the technician positioned me chest-forward against her own mechanical vice. I was instructed to hold my breath while the machine gave me two tight squeezes on the left and two tight squeezes on the right, each squeeze lasting a few seconds. Yes, this was uncomfortable, but comparatively breezy as far as medical procedures go — simple, brief and noninvasive. My greatest irrational fear was that the machine might squeeze far tighter than necessary and I’d just be stuck there in immense pain until someone unplugged the cord. Of course, that did not happen. Actually, nothing else happened. I was in and out of the building in under 15 minutes.

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The results? “No significant masses, calcifications or other findings are seen in either breast.” Good to know.

Navigating, and breaking down, the gender stigma

The mammogram itself was a piece of cake, yet I have to acknowledge that there were times on this journey of cancer risk self-discovery when I felt like a tourist prying into someone else’s health narrative. It wasn’t just the incident with the gown, or the geneticist assuring me that prostate cancer would be my major BRCA-related concern. While filling out a required questionnaire before scheduling my mammogram, I had to answer questions like, “Have you had an entire breast removed?” and “Does your bra size exceed 42DD?” I answered no, but if there had been an “N/A” option, I would’ve gone with that instead.

Bardia acknowledged the disconnect. “Because it’s relatively rare for men, guidelines and management for men are informed by the guidelines and management for women,” he tells me.

In a different context, some people could misinterpret these gendered hiccups as microaggressions. I don’t personally feel that way, but I’m trying to be fair, taking into account both the overwhelming impact breast cancer inflicts on women’s bodies in much greater numbers and the stigmatic pain points that men might be experiencing in their own breast cancer journeys.

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Let’s face it: The stigma for men is real and it has consequences. “Even though it’s much more rare, the mortality rate for men is 19% higher for breast cancer than for women,” says Ambrose. “That’s because of lack of awareness and, I think, the stigma.”

A big part of that stigma, Ambrose believes, is the unfortunate proliferation of associating breast cancer with the color pink. “Pink is not a cure,” she says. “Sadly, it’s become a moneymaker for everyone during October, and not just the breast cancer organizations. People are making pink bagels, pink pens and even little pink ducks. People are making money off of it. And honestly, it’s not pink, it’s not fluffy, it’s not a happy disease. It’s breast cancer. And anyone going through it, male or female, or any gender, the pink ribbon is definitely stigmatizing.”

Even Mathew Knowles has publicly fiddled with the true name of his diagnosis, opting instead for the not-quite-accurate “chest cancer” and also “male breast cancer,” which falsely implies a masculine version of the disease.

But I can’t help but wonder if some of the stigma comes from other places as well. In parts of America, the idea of a man doing anything that can be perceived as feminine is politically charged. I also don’t need to point out that we live in a time of aggressive transphobia, which factors heavily in today’s divisive politics. For some political leaders, there’s nothing scarier than the possibility of sharing a public restroom with a woman who was born a man. Even drag queens can’t read books to children at the library without getting political blowback. Under this societal construct, how are men supposed to take seriously a disease that bears the name of a body part so associated with the opposite gender?

Then again, Peter Criss spent his entire career wearing makeup to look like a glam kitty cat, but if that didn’t stop him and his KISS bandmates from earning Kennedy Center Honors last year from our current president, then I don’t think it should stop anyone from heeding Criss’ advice to take charge of our own health.

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I’m grateful to not feel bothered by this perceived stigma. I can understand it, but I can also roll with the feminized aspects. I guess if I’ve learned anything from this experience, it’s that everyone has breasts — just different kinds and all of them prone to disease. After all, what part of my body went into those mechanical vices during my mammogram?

In the days after my appointment, I saw a few friends I hadn’t seen in a while. When they asked what was new, I told them I’d just had my first mammogram. Some of them, men and women, thought I was kidding, but I assured them it was no joke.

I share this anecdote with Ambrose and she dives right in, “You helped spread awareness and break down the stigma,” she says, with some gratitude I wasn’t expecting. “That’s what each person who tells their story does.”

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