The Doctor's Lounge essay · medicine future

The Missing Variable

Nature Medicine has seen the year 2055, and it is magnificent: digital twins, implantable sensors, medicine made predictive and precise. The forecast counts every instrument except the one the whole enterprise runs on.

By Vaughn W. Payne, MD · Medicine Future
A Preamble to Medicine Future

I'm occasionally asked whether, if I could, I would do it all over again. Medical school, of course, is the meaning. I first entered the medical world in the early 1970s — first through the wonderful profession of pharmacy, then medical school a decade later, then a forty-year (and counting) career in medicine. I have witnessed a great deal of change in the practice. My answer is always an unequivocal yes. And I'd tell any young person weighing medical school the same: go.

In the musings that follow, I'll take a frank and sharp look at medicine as I see it going forward. I promise to be honest. I hope also to be steady, and optimistic, as we explore what it will mean to be a physician in the years ahead.

A note on form: many of these entries will begin with someone else's words — an editorial, a study, a piece of journalism I consider worth your time. I'll link the source, tell you why it matters, and, where I can't help myself, add my own editorial comment. Consider it a reading list with a pulse: the state of the profession, as one physician sees it.

For its thirtieth anniversary, Nature Medicine published an editorial called "The Future of Medicine," and it is a genuinely stirring read. The editors look back at three decades — the genome mapped, immunotherapy moved from speculation to cornerstone, mRNA vaccines assembled at pandemic speed — and then forward to 2055: multi-omics predicting disease before symptoms exist; biosensors keeping continuous watch from inside the body; digital twins of your physiology on which your clinician rehearses interventions before touching you; AI-powered diagnostics carried into regions that have never seen a specialist. Having watched the distance medicine traveled between my pharmacy years in the 1970s and today, I am the last man to bet against any of it. Yesterday's science fiction, as the editors say, keeps becoming today's standard of care.

But read the editorial the way a clinician reads a chart — for what's absent — and something remarkable emerges. Buried mid-document, between antimicrobial resistance and climate change, sits this: "Compounding these issues is the growing public mistrust of science and healthcare experts, which threatens the progress of public health initiatives." One sentence. And then the vision of 2055 proceeds as though the sentence had never been written. Nowhere in that gleaming future is the mistrust resolved, or even revisited. It is named the way one names a distant storm, and then the picnic is planned anyway.

The forecast inventories every instrument except the one medicine actually runs on.

Look closer at the 2055 vision and notice a second absence: the physician. The patient of 2055 is thoroughly attended — monitored, sequenced, predicted, simulated, treated. But attended by whom, and trusting whom? A digital twin can rehearse your ventricle's response to a drug; it cannot earn the confidence that persuades a hesitant woman to take the statin she needs. A biosensor can flag the arrhythmia; it cannot sit with the fear that follows the flag. The editorial's future is a future of magnificent instruments, and every one of them is trust-hungry. Continuous internal monitoring requires a patient willing to be watched from inside. Predictive risk scores require a patient willing to act on bad news delivered decades early, by mathematics, about a body that feels fine. AI diagnosis requires belief in a system precisely when belief in systems is the thing collapsing. The technologies are arriving with their fuel gauge on empty, and the editorial spends one sentence on the fuel.


Regular readers of this Lounge will recognize the shape of the problem, because the three essays in this space have turned out — somewhat to my surprise — to be one essay. In the past, medicine had rooms where trust was manufactured: the lounge, where physicians metabolized their doubt in private so that patients received something steady in public. In the present, medicine has a podium where that inheritance was spent — publicly, catastrophically, and mostly by people who never have to sit in an exam room and buy it back. And now the future, as forecast by one of the world's great journals, arrives with a budget that assumes a trust reserve no one is refilling. The profession is being redesigned, brilliantly, by people who have counted everything except this. That is my frank and sharp assessment, and I stand by it.

Here is my steady and optimistic one. The same forecast, read again, contains the physician's future rather than the physician's obituary — you simply have to know where to look. Everything measurable in medicine is being claimed by machines, and the machines are welcome to it; they measure better than we do, and three decades from now they will measure better still. What cannot be automated is the fiduciary act: a human being, credentialed by years and scarred by experience, who looks at what the instruments say and tells you the truth about it — who stakes a professional life on the sentence here is what I would do if you were my family. The more the diagnostics scale, the scarcer and more valuable that act becomes. The physician of 2055 will do less measuring and more meaning. Less detection, more interpretation. Less of the work machines hunger for, and more of the work only trust can perform. Handled honestly, the technology is not the threat to the alliance — it is the thing that finally returns the time the alliance has been starved of for forty years.

The editors opened their very first issue, in 1995, with a line worth turning over: "It is the essence of science to change the way we think about the world around us and ourselves." Thirty years on, the change they did not forecast is what patients think about us. Repairing that is not a policy initiative or a communications strategy. It is clinical work — done in exam rooms, one kept promise at a time, by people who chose this profession knowing exactly what it costs.

Which returns me to the question in the preamble. Would I do it all over again — knowing the lounge is gone, the podium is radioactive, and the future is a magnificent machine with an empty tank? Yes. Unequivocally. And to the young person weighing medical school in 2026, I will go further: the machines are coming for the measurable, which means the profession is being distilled down to the part that was always the point. You will not be needed to count. You will be needed to be believed. Go.

Notes & Sources

The editorial under discussion: "The Future of Medicine," Nature Medicine 31, 1 (2025). Read it at nature.com (open access at time of writing).

The 1995 launch line quoted above is B. Culliton, Nature Medicine 1, 1 (1995), as cited in the anniversary editorial.

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