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Topic map · 2026-03-25 → 2026-07-05

circulating tumor DNA

We read 80 recent articles and found 8 storylines running through them. Read each thread below, or open the graph to see how the pieces connect.

A “thread” is one storyline inside this topic — a cluster of related drugs, biomarkers, and findings that move together. We found 8. Each is a plain-language write-up backed by the actual PubMed studies.
The threadsordered by size
ctDNA as the Universal Arbiter of Cancer Recurrence Risk
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A blood or urine test that detects tiny fragments of tumor DNA left after cancer treatment (called ctDNA/utDNA) is turning out to be a remarkably strong, cancer-type-independent warning sign for relapse, and doctors are now starting to use it to actively decide who needs more or less treatment rather than just to predict outcomes.

ABCSGAIOARIEL2 Rucaparib Trial +9
132 entities · 6 studies Read the thread →
Liquid Biopsy Matures Into Precision Disease Surveillance
-100%

Blood tests that detect tiny fragments of DNA and other markers shed by tumors or damaged cells (liquid biopsy) are maturing from experimental tools into reliable, standardized tests that can catch disease early, guide treatment decisions in real time, and track progression — without needing repeated invasive tissue or bone marrow samples. This shift is happening across cancer types and is now expanding into neurodegenerative diseases like ALS.

7-Metabolite Plasma SignatureALS DiagnosisAcquired Resistance +9
63 entities · 6 studies Read the thread →
Cell-Free DNA Methylation Reshapes Multi-Cancer Early Detection
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Blood tests that read chemical markers (called methylation, a way genes get switched on or off) and tiny DNA fragments shed by tumors are becoming accurate enough to detect multiple cancers early from a single blood draw, rivaling or complementing invasive biopsies and imaging scans. These tools are also expanding beyond simple yes/no detection to track tumor type, stage, and how well treatment is working over time.

AUCBenign Ovarian DiseaseBlood Test +9
61 entities · 6 studies Read the thread →
Multimodal Cell-Free DNA Decoding for Pan-Cancer Liquid Biopsy
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Researchers are combining several different signals hidden in the small fragments of DNA that tumors and cells shed into the blood ('cell-free DNA') to detect cancer earlier, figure out which organ it came from, and even read out details of the tumor's local environment—all from a simple blood draw; a key twist is that much of this DNA background actually comes from blood-forming (hematopoietic) stem cells aging over time, which matters for how sensitive these tests can become.

11 Cancer Types1415 Samples7 Cancer Types +9
61 entities · 6 studies Read the thread →
Antigen Escape and Next-Gen Targeting in Refractory SCLC
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When small cell lung cancer (SCLC) comes back after treatment, it changes its surface markers ('antigen switching') to evade the drugs originally used against it, so researchers are now designing next-generation antibody-drug therapies and engineered immune cell treatments that target the new markers this resistant cancer form displays, while also using genetic profiling and drug combinations to tackle other hard-to-treat cancers.

2.5 mg/kg DoseABBV-706ALK +9
53 entities · 6 studies Read the thread →
Liquid Biopsy Convergence: Cell-Free DNA and Nanobiosensors for Early Cancer Detection
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Researchers are converging on ways to detect and monitor cancer using easily collected body fluids—like blood, plasma, or vaginal fluid—instead of invasive tissue biopsies, by combining tiny biological signals (DNA fragments, methylation marks, microbes, proteins) with AI and nanotechnology to build highly accurate tests. These 'liquid biopsy' tools are being simplified and validated across large patient groups, moving toward earlier detection and easier long-term monitoring of cancer.

2-MDM PanelAUC 0.792AUC 0.914 +9
48 entities · 6 studies Read the thread →
Precision Layering in Thoracic Oncology: Genomics, Radiogenomics, and Immune Combinations
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Cancer care in lung (and some breast) tumors is moving toward much finer-grained matching of patients to treatments: new genetic subtypes are being discovered and validated in large real-world patient groups, diagnostic tests are being upgraded to actually catch the mutations that matter, and combination treatments are being designed to turn 'cold' (immune-resistant) tumors into ones the immune system can attack. Together these efforts aim to make sure patients get the right drug for their tumor's exact molecular profile, not just a generic best-guess.

CT-Based RadiomicsCapmatinibCell-Free DNA-Tested Samples +9
47 entities · 6 studies Read the thread →
Precision Immunotherapy and Genome Engineering Converge in Myeloid Malignancies
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Researchers are developing more precise cell and gene therapies for blood cancers like leukemia and myeloma, mainly by finding better ways to target tumor cells without harming healthy cells, understanding why some cancers evade the immune system, and building new gene-editing tools that could make future engineered immune cells safer and more powerful.

Acute LeukemiaAcute Lymphoblastic LeukemiaAcute Myeloid Leukemia +9
44 entities · 6 studies Read the thread →
Explore the connections

The same threads as a map — each dot an entity, colored by thread. Click any node for its studies.

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All threads & their sourcesserver-rendered · crawlable

The complete, plain-text index of this topic's threads and the PubMed studies behind each — the full text a search engine (or a reader with JavaScript off) sees.

Thread 4.Multimodal Cell-Free DNA Decoding for Pan-Cancer Liquid Biopsy

Researchers are combining several different signals hidden in the small fragments of DNA that tumors and cells shed into the blood ('cell-free DNA') to detect cancer earlier, figure out which organ it came from, and even read out details of the tumor's local environment—all from a simple blood draw; a key twist is that much of this DNA background actually comes from blood-forming (hematopoietic) stem cells aging over time, which matters for how sensitive these tests can become.

Thread 6.Liquid Biopsy Convergence: Cell-Free DNA and Nanobiosensors for Early Cancer Detection

Researchers are converging on ways to detect and monitor cancer using easily collected body fluids—like blood, plasma, or vaginal fluid—instead of invasive tissue biopsies, by combining tiny biological signals (DNA fragments, methylation marks, microbes, proteins) with AI and nanotechnology to build highly accurate tests. These 'liquid biopsy' tools are being simplified and validated across large patient groups, moving toward earlier detection and easier long-term monitoring of cancer.

Sources · 6 PubMed studies
  1. Quantum dot-DNA microsphere aptamer biosensor with AI-assisted structural modeling for rapid detection of the lung cancer biomarker USE1 — PMID 41981644
  2. Optimization of methylated DNA markers to rule out endometrial cancer in patients with abnormal uterine bleeding. — PMID 41965218
  3. Early detection of gastric cancer: a novel circulating microbiome DNA based liquid biopsy assay. — PMID 42215593
  4. Nanoplate based digital PCR assay for effective quantification of plasma HPV circulating tumor DNA — PMID 42014803
  5. Circulating DNA reveals nucleosome occupancy patterns that are associated with nucleosome-DNA affinity and are affected in cancer — PMID 42286706
  6. A Multi-Analyte cfDNA-based Blood Test for Early Detection of Hepatocellular Carcinoma — PMID 42102976
Thread 7.Precision Layering in Thoracic Oncology: Genomics, Radiogenomics, and Immune Combinations

Cancer care in lung (and some breast) tumors is moving toward much finer-grained matching of patients to treatments: new genetic subtypes are being discovered and validated in large real-world patient groups, diagnostic tests are being upgraded to actually catch the mutations that matter, and combination treatments are being designed to turn 'cold' (immune-resistant) tumors into ones the immune system can attack. Together these efforts aim to make sure patients get the right drug for their tumor's exact molecular profile, not just a generic best-guess.

Sources · 6 PubMed studies
  1. Compound EGFR mutations are predominantly PACC (P-loop and alpha-C helix compressing) mutations with increased responsiveness to second- vs third-generation tyrosine kinase inhibitors — PMID 42191070
  2. Pitfalls in detecting MET exon 14 skipping variants by DNA- and RNA-based next generation sequencing technologies in a large real-world cohort and results of the first multinational EQA schemes. — PMID 42248549
  3. Neoadjuvant stereotactic body radiation therapy with durvalumab and oleclumab in ER(+)HER2(-) breast cancer: a randomized phase 2 trial. — PMID 42350643
  4. Radiogenomic approach combining CT-based radiomics and liquid biopsy improves prognostic stratification in patients with advanced NSCLC — PMID 42095156
  5. Phase 1 study of ceralasertib, an ATR kinase inhibitor, in combination with durvalumab in patients with recurrent or metastatic NSCLC or HNSCC. — PMID 41917211
  6. Personalized neoantigen-pulsed autologous dendritic cells in newly-diagnosed glioblastoma: a phase Ib trial — PMID 42401550