Real-time cancer cell observation could reshape drug discovery

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Real-time cancer cell observation could reshape drug discovery

Synopsis

A San Francisco-based platform that watches living cancer cells in real time — rather than dissecting them after the fact — could upend how drugs are discovered. Backed by Indian-origin entrepreneur Parmita Mishra and endorsed by a leading New Delhi oncologist, the technology targets the core reason most cancer drugs fail: lab models that cannot capture how living cells actually behave.

Key Takeaways

A continuous living-cell observation platform developed by Precigenetics could transform cancer drug discovery and precision medicine, experts said on 8 August .
Shyam Aggarwal of Sir Ganga Ram Hospital, New Delhi , said real-time monitoring could fast-track detection of biochemical changes and identify promising therapies more efficiently.
Parmita Mishra , Founder and CEO of Precigenetics , said the platform's implications extend to immunology, neuroscience, rare diseases, and regenerative medicine.
The vast majority of oncology drug candidates fail in clinical development, with scientists attributing many failures to inadequate laboratory cell models.
India reported an estimated 1.4 million new cancer cases in 2022 , according to IARC ; ICMR projects the burden will rise further over the coming decade.

A platform enabling researchers to monitor living cancer cells continuously — rather than analysing them after the fact — could fundamentally transform drug discovery, cancer research, and precision medicine, experts said on Saturday, 8 August. The technology marks a potential departure from decades-old laboratory methods that require cells to be destroyed before study.

What the Technology Does

Dr. Shyam Aggarwal, Chairperson of the Department of Medical Oncology at Sir Ganga Ram Hospital, New Delhi, said real-time observation technologies could sharpen researchers' understanding of how cells respond to candidate drugs. According to Dr. Aggarwal, the approach could accelerate detection of subtle biochemical changes and help identify promising therapies more efficiently during preclinical research.

'Understanding precision oncology with comprehensive genome profiling (CGP) and minimal residual disease detection (MRD) will help physicians improve targeted personalised medicine for cancer patients,' Dr. Aggarwal said.

The Platform Behind the Idea

Parmita Mishra, an Indian-origin biotech entrepreneur and Founder and Chief Executive Officer of Precigenetics — a San Francisco-based company — runs a platform designed to generate real-time biochemical information from living cells. She argued that the shift in methodology is significant.

'When researchers continuously measure how cells behave instead of relying on biological autopsies, they may uncover insights that were previously impossible to observe,' Mishra said. She added that the implications extend 'far beyond cancer, extending into immunology, neuroscience, rare diseases and regenerative medicine.'

Unlike conventional laboratory techniques that typically require cells to be stained, fixed, or broken apart before analysis, the Precigenetics platform seeks to monitor living biology continuously — allowing scientists to study cellular behaviour over time rather than relying on isolated end-point measurements.

Why Cancer Drug Development Needs This

Cancer drug development remains one of the most challenging areas of pharmaceutical research. Industry studies have consistently shown that the vast majority of oncology drug candidates entering clinical development ultimately fail before reaching patients. Scientists increasingly attribute many of these failures to existing laboratory models' inability to fully capture the complexity and dynamic behaviour of living cells — precisely the gap this approach aims to address.

India's Cancer Burden

The stakes for India are considerable. The country recorded an estimated 1.4 million new cancer cases in 2022, according to data from the International Agency for Research on Cancer (IARC). The Indian Council of Medical Research (ICMR) has projected that India's cancer burden will continue to rise over the coming decade, making advances in drug discovery and precision oncology especially consequential for the country's public health outlook.

If real-time cell monitoring platforms prove viable at scale, they could shorten the preclinical research cycle and improve the odds of identifying treatments that work — a development that would matter most in high-burden settings like India.

Point of View

But the gap between a compelling platform and a validated drug-discovery tool is wide. Most oncology research breakthroughs at the cell-biology level do not survive the translation to clinical outcomes — a pattern that has repeated itself across decades of 'revolutionary' lab technologies. What distinguishes real-time cell monitoring is its attack on a genuinely documented failure point: end-point measurements that miss how living tumours evolve. Whether Precigenetics or similar platforms can demonstrate reproducible, clinically meaningful predictive power — not just mechanistic novelty — will determine whether this reshapes drug pipelines or remains a niche research instrument. India's rising cancer burden gives the country both urgency and an opportunity to become an early adopter, but only if regulatory and funding frameworks keep pace with the science.
NationPress
8 Aug 2026

Frequently Asked Questions

What is the real-time living-cell observation platform and how does it work?
It is a platform developed by San Francisco-based Precigenetics that continuously monitors living cells to generate real-time biochemical information, rather than requiring cells to be stained, fixed, or broken apart before analysis. This allows scientists to study how cells behave and respond to drugs over time, rather than relying on single end-point measurements.
Why does this matter for cancer drug discovery?
The vast majority of cancer drug candidates fail in clinical trials, and scientists attribute many failures to laboratory models that cannot capture the dynamic behaviour of living cells. Real-time monitoring could help researchers identify which drug candidates are genuinely promising at the preclinical stage, potentially reducing costly late-stage failures.
What is precision oncology and how does CGP and MRD fit in?
Precision oncology tailors cancer treatment to the genetic and molecular profile of an individual patient's tumour. Comprehensive genome profiling (CGP) maps the tumour's genetic mutations, while minimal residual disease detection (MRD) tracks whether cancer cells remain after treatment. Together, they help oncologists choose and adjust targeted therapies more accurately.
What is India's current cancer burden?
India recorded an estimated 1.4 million new cancer cases in 2022, according to the International Agency for Research on Cancer (IARC). The Indian Council of Medical Research (ICMR) has projected that the country's cancer burden will continue to grow over the next decade.
Who are the key experts behind these claims?
Dr. Shyam Aggarwal, Chairperson of the Department of Medical Oncology at Sir Ganga Ram Hospital in New Delhi, highlighted the clinical potential of real-time observation technologies. Parmita Mishra, Founder and CEO of Precigenetics, described how the platform monitors living biology continuously and argued its applications extend well beyond cancer.
Nation Press
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