
coder, lawyer, dreamer, mom, former CEO and founder @Wootric, @Schmendricks wife to @dschol
Joined March 2007
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Deepa Subramanian retweeted
What accessing frontier cancer care looks like in 2026:
-Go through 1-2 years of standard of care (poison/slash/burn - original poster forgot radiation and hormone suppression). Youāre only a good candidate for a vaccine if you are cancer free or have minimal residual disease.
-Hire PhDs / Lawyers to fight with your hospital for your tumor tissue, which is likely stored in a way that makes sequencing it hard / impossible
-Pay $50K+ to sequence your tumor tissue
-Pay $1M+ for a custom immunotherapy / vaccine with no efficacy or safety info
-Find an oncologist and medical setting to sponsor this plan, the biotechs that made you the drug canāt administer it and youāve likely alienated your actual oncologist by now
-Hire lawyers: Petition the FDA for an n-1 clinical trial or relocate to Germany (or maybe Montana) to take vaccine series
-Take the series. You wonāt actually know if it worked (no data) so you monitor all your markers constantly with ctDNA and other testing to search more therapies and to see if the vaccine activated your immune system and worked.
Thereās a lot of promise here and people who can access frontier cancer care are so fortunate. Every cancer patient wants every chance they can get. But itās bs to say weāve solved cancer in 2026.
cancer treatment in 2025:
find the tumor, cut it out, poison the rest with chemo, hope the patient survives
cancer treatment in 2026:
sequence the tumor's DNA, identify the exact mutations driving it, design a treatment built around those mutations specifically, train the patient's own immune system to hunt them down
it's coming fast, bio/acc.
Deepa Subramanian retweeted
We are on the cusp of a wave of new therapies for some of the worst diseases. But the world wonāt benefit unless the US fixes its drug regulatory system. My new essay for @nytimes, on how slow clinical trials are now the biggest obstacle to curing cancer.
nytimes.com/2026/09/04/opiniā¦
- I interviewed dozens of researchers, especially oncologists at leading U.S. centers. A striking consensus emerged: science is no longer the main bottleneck to new cancer drugs. It is our ability to test discoveries in patients through clinical trials.
- The cost of starting a Phase 1 trial in America has roughly doubled over the past decade. As a result, companies increasingly take early trials abroad: Australiaās Phase 1 trial volume has nearly doubled in a decade, driven mainly by U.S. companies.
- Unfortunately, the underlying incentives are badly asymmetric: Institutions can be blamed for harms caused by moving too fast, but almost no one is blamed when patients deteriorate during avoidable delays. One doctor called the emerging system āritualized safety over actual risk assessment.ā Or as, @DavidHongMD put it: "We often forget that the biggest risk is the cancer itself."
- This problem is becoming more urgent because medicine itself is changing. Sequencing, biological engineering and A.I. make increasingly personalized therapies possible. But our regulatory system was mostly built for standardized drugs tested in large populations.
- @sytse, the co-founder of GitLab, shows what personalized medicine can achieve: after relapsed osteosarcoma and being told there were no options left, he pursued a highly individualized approach and has now been cancer-free for a year. But doing so required extraordinary resources and regulatory expertise.
- Pierce Ogdenās father was less lucky. After molecular analysis identified a drug that might target his glioblastoma, the manufacturer agreed to provide it. But administrative barriers delayed access until it was too late. āMy dad was ready to try anything,ā Pierce told me. āBut the system is paternalistic.ā
- The A.I. revolution is making this bottleneck more important, not less. A.I. relies on relevant data. Information from early-stage trials could compound with A.I. tools to achieve truly revolutionary medicines. Without the data, this is far less likely to happen.
- Another important shift is that innovation increasingly comes from academic labs and small biotech companies rather than Big Pharma. These small companies find it far harder to unable to absorb delays and regulatory barriers.
- Apart from cancer, China is the biggest winner from America's outdated medical regulations. China has a much faster trial system, with testing often starting a full year earlier. This allows Chinese pharmaceutical companies to experiment and improve medicines while American companies play with mice. Today, half of all drugs licensed by major pharmaceutical companies originate there, up from less than 5 percent only a decade ago.
- But we don't need to copy China. The best model is Australia: lots of on-site scientific and ethics reviews, and requirements that are proportionate to small, early-stage trials. Phase 1 studies there begin roughly 6ā12 months faster, without any notable increases in adverse safety events.
- Operation TrialBlazer, a 2026 HHS initiative is a good start in this direction, but we need legislative action by Congress to truly make Phase I trials faster and more efficient!
I want to thank everyone who helped me with this article: everyone I interviewed and the amazing editors at the Times. This is the result of a months long journey of extensive interviews and research.
Special thanks go to those who came on the record. One of the features of the system is an atmosphere of fear, where practitioners are afraid to publicly come out and explain these issues. So anyone who does is a hero in my book!
Deepa Subramanian retweeted
Excellent and important piece on clinical trials from @RuxandraTeslo: nytimes.com/2026/09/04/opiniā¦
Deepa Subramanian retweeted
DLL3 is an exciting target in several cancers, but perhaps most in CNS tumors like GBM and astrocytoma. We've seen sky-high expression in our CNS tumor patients (often corroborated by IHC and single cell).
Perhaps important in future logic-gated CAR-T approaches with other targets (e.g., EGFRvIII, IL13RA2, SEZ6, B7-H3, etc)
Great work from @JessieStuart316, @charlesrudin and team! Tarlatamab in DLL3-high pulmonary carcinoid: 73% ORR, 100% DCR! n=11. Tox notable: CRS 82%, 22% gr3. āļøDLL3 is a real target beyond SCLC! Higher CRS: tumor biology, or the uniformly high DLL3 expression? @MSKCancerCenter jto.org/article/S1556-0864%2ā¦
Deepa Subramanian retweeted
Going Founder Mode On Cancer
centuryofbio.com/p/sid
Sid Sijbrandij is a generational founder. He founded and led GitLab, one of the largest remote companies in the world, from idea-stage startup to NASDAQ-listed software giant.
But in 2022, a six centimeter mass growing from his upper spine threatened to end all of that. He had cancer.
What happened next is nothing short of remarkable. Sid went founder mode on his care journey. In the years since, he's deployed cutting-edge genomics to profile his disease. Based on this data, he's developed a growing armamentarium of personalized therapies.
As a result, his disease is now undetectable.
A simplistic version of this story could be, āWow! A brilliant billionaire seemingly cured his cancer. Good for him!ā
But as Iāve gotten to know Sid, itās become abundantly clear to me that there is more to the story than that.
In an in-depth profile for The Century of Biology, I explore Sid's journey and what this might mean for the future of cancer care.
Deepa Subramanian retweeted
The Texas measles outbreak among unvaccinated children has had its first death. RFK jr says āItās not unusual.ā
Please. It is very unusual in America.
We need an urgent vaccine catch up campaign. These are our kids lives.
nbcnews.com/news/amp/rcna193ā¦
Deepa Subramanian retweeted
BREAKING: The city of Berkeley has declared an extreme fire weather warning from 8 p.m. Friday until 7 a.m. Saturday. The city recommends that residents in fire zones 2 and 3 leave the Berkeley Hills before 8 p.m. Friday. HERE'S WHAT YOU NEED TO KNOW: berkeleyscanner.com/2024/10/ā¦
My husband, Dan, has a grade 4 gliomaābrain cancer. He is a fighter. In this month of May we bring awareness to all who are similarly fighting brain tumors. And thank you @SurbhiSarnaSF for raising awareness of the search for a cure.
The rate of gliomasā or brain cancerā is exploding. Over the last ten years, there have been 5x as many cases.
There's so much more that we could do against this disease, and we'd love to be a part of the fight against it. @SurbhiSarnaSF
Deepa Subramanian retweeted
You were wonderful to work with Arianna, canāt wait to see all the places you take Oma
Deepa Subramanian retweeted
I lost my mom to glioblastoma. There are basically no good treatments. If you're working on this, please apply to @ycombinator. Thank you for highlighting this @SurbhiSarnaSF
The rate of gliomasā or brain cancerā is exploding. Over the last ten years, there have been 5x as many cases.
There's so much more that we could do against this disease, and we'd love to be a part of the fight against it. @SurbhiSarnaSF
Deepa Subramanian retweeted
The rate of gliomasā or brain cancerā is exploding. Over the last ten years, there have been 5x as many cases.
There's so much more that we could do against this disease, and we'd love to be a part of the fight against it. @SurbhiSarnaSF
Deepa Subramanian retweeted
Pedestrians injured at 17th and Church streets. Delays on @SFMTA_Muni J line inbound.
AVOID AREA
Deepa Subramanian retweeted
Yesterday, a driver struck and killed an 80 year-old man crossing the street on Valencia.
We are deeply saddened by this tragedy.
Deaths on our streets are preventable ā no one should ever die while crossing the street.
Our hearts are heavy: yesterday another person has lost their life simply crossing the street.
Walk SF & the @BayAreaFSS community are here to support the victim's family however we can.
We grief these senseless, preventable deaths in our city. Enough.
walksf.org/news/for-reporterā¦
Deepa Subramanian retweeted
ALERTSF: Poor air quality from fires in Oregon impacting SF. Those sensitive to smoke should consider adjusting outdoor activity. sf72.org
For more information on current emergencies in San Francisco visit sf72.org. manager.everbridge.net/pub/1ā¦
Deepa Subramanian retweeted
Smokey air from Northwest California fires may linger near the surface across the Bay Area for the next few days. #CAwx
Deepa Subramanian retweeted
Please help find Knowledge Shepard. The 13-year-old was last seen at Embarcadero @SFBART station around 7 p.m. Friday.
Deepa Subramanian retweeted
Happy first day of meteorological fall! Can't wait for those comfortable temperatures and leaves changing color- Wait...𤯠is that what I think it is?
Yep, that's snow falling on the summit of @MtRoseSkiTahoe. šØ
#nvwx
Deepa Subramanian retweeted
HEADS UP!!!!!
DANGEROUS FLOODING IN THE AREA BETWEEN POINT DUME...POINT MUGU...CAMARILLO...WESTLAKE VILLAGE...SOMIS AND SPANISH HILLS.
THIS IS LIFE THREATENING FLOODING!!!!!! #CAwx
Deepa Subramanian retweeted
An important essay by @julialmv in the @latimes today on the urgency to find treatments that help people suffering from #LongCovid
latimes.com/opinion/story/20ā¦
@scrippsresearch @ScrippsRTI




























