Evidence map›Paper›PMID 33937943›Full record

ReviewCurrent oncology reports2021

Modeling Precision Cardio-Oncology: Using Human-Induced Pluripotent Stem Cells for Risk Stratification and Prevention.

Tatiana R Perry, Michelle L Roberts, Bipin Sunkara, Ragasnehith Maddula, Tyson McLeish, Jose Gomez, Julliette Lucas, David Rayan, Sahishnu Patel, Mingyu Liang and 2 more

Open access · bronzeAbstract readReview
In one paragraph

Review in Current oncology reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
0.2field-weighted citation impact, top 48% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed, 13 citations in OpenAlex.

  1. Review
  2. Review
  3. Revolutionising Cardio-Oncology Care with Precision Genomics.International journal of molecular sciences · 2025
    Review
  4. Article
  5. Artificial intelligence opportunities in cardio-oncology: Overview with spotlight on electrocardiography.American heart journal plus : cardiology research and practice · 2022
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 1 institution in 1 country.

Tatiana R PerryMedical College of Wisconsin, Milwaukee, WI, USA.
Michelle L RobertsPhD Program in Physiology, Graduate School of Biomedical Sciences, Medical College of Wisconsin, Milwaukee, WI, USA.
Bipin SunkaraDepartment of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.
Ragasnehith MaddulaMedical College of Wisconsin, Milwaukee, WI, USA.
Tyson McLeishMedical College of Wisconsin, Milwaukee, WI, USA.
Jose GomezMedical College of Wisconsin, Milwaukee, WI, USA.
Julliette LucasMedical College of Wisconsin, Milwaukee, WI, USA.
David RayanDepartment of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.
Sahishnu PatelDepartment of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.
Mingyu LiangDepartment of Physiology, Center of Systems Molecular Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.
Zeljko J BosnjakDepartment of Physiology, Center of Systems Molecular Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.
Sherry-Ann BrownCardio-Oncology Program, Division of Cardiovascular Medicine, Medical College of Wisconsin, Milwaukee, WI, USA. shbrown@mcw.edu.ORCID 0000-0002-5687-7632
Medical College of Wisconsin · US

Funding

Sequencing Coordination and Data Analysis CoreP01HL149620 · NHLBI · UNIVERSITY OF ARIZONA · PI LIANG, MINGYU · 2020 to 2024
$11.8M
NHLBI NIH HHS P01 HL149620
6 · The paper itself

Abstract

purpose of reviewCardiovascular toxicity is a leading cause of mortality among cancer survivors and has become increasingly prevalent due to improved cancer survival rates. In this review, we synthesize evidence illustrating how common cancer therapeutic agents, such as anthracyclines, human epidermal growth factors receptors (HER2) monoclonal antibodies, and tyrosine kinase inhibitors (TKIs), have been evaluated in cardiomyocytes (CMs) derived from human-induced pluripotent stem cells (hiPSCs) to understand the underlying mechanisms of cardiovascular toxicity. We place this in the context of precision cardio-oncology, an emerging concept for personalizing the prevention and management of cardiovascular toxicities from cancer therapies, accounting for each individual patient's unique factors. We outline steps that will need to be addressed by multidisciplinary teams of cardiologists and oncologists in partnership with regulators to implement future applications of hiPSCs in precision cardio-oncology. RECENT

findingsCurrent prevention of cardiovascular toxicity involves routine screenings and management of modifiable risk factors for cancer patients, as well as the initiation of cardioprotective medications. Despite recent advancements in precision cardio-oncology, knowledge gaps remain and limit our ability to appropriately predict with precision which patients will develop cardiovascular toxicity. Investigations using patient-specific CMs facilitate pharmacological discovery, mechanistic toxicity studies, and the identification of cardioprotective pathways. Studies with hiPSCs demonstrate that patients with comorbidities have more frequent adverse responses, compared to their counterparts without cardiac disease. Further studies utilizing hiPSC modeling should be considered, to evaluate the impact and mitigation of known cardiovascular risk factors, including blood pressure, body mass index (BMI), smoking status, diabetes, and physical activity in their role in cardiovascular toxicity after cancer therapy. Future real-world applications will depend on understanding the current use of hiPSC modeling in order for oncologists and cardiologists together to inform their potential to improve our clinical collaborative practice in cardio-oncology. When applying such in vitro characterization, it is hypothesized that a safety score can be assigned to each individual to determine who has a greater probability of developing cardiovascular toxicity. Using hiPSCs to create personalized models and ultimately evaluate the cardiovascular toxicity of individuals' treatments may one day lead to more patient-specific treatment plans in precision cardio-oncology while reducing cardiovascular disease (CVD) morbidity and mortality.

Indexed as

Precision MedicineAnthracyclinesCardiotoxicityCardiovascular DiseasesCell DifferentiationCellular ReprogrammingErb-b2 Receptor Tyrosine KinasesHumansInduced Pluripotent Stem CellsNeoplasmsRisk FactorsAnthracyclinesErb-b2 Receptor Tyrosine KinasesCardio-oncologyCardiovascular toxicityhiPSCsPrecision medicinePreventionRisk stratification

Identifiers

PMID33937943
PMCPMC8088904
OpenAlexW3159957152

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.