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Lee PH, Huang SM, Tsai YC, Wang YT, Chew FY. Biomarkers in Contrast-Induced Nephropathy: Advances in Early Detection, Risk Assessment, and Prevention Strategies. Int J Mol Sci 2025; 26:2869. [PMID: 40243457 PMCID: PMC11989060 DOI: 10.3390/ijms26072869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2025] [Revised: 03/17/2025] [Accepted: 03/18/2025] [Indexed: 04/18/2025] Open
Abstract
Contrast-induced nephropathy (CIN) represents a significant complication associated with the use of iodinated contrast media (ICM), especially in individuals with preexisting renal impairment. The pathophysiology of CIN encompasses oxidative stress, inflammation, endothelial dysfunction, and hemodynamic disturbances, resulting in acute kidney injury (AKI). Early detection is essential for effective management; however, conventional markers like serum creatinine (sCr) and estimated glomerular filtration rate (eGFR) exhibit limitations in sensitivity and timeliness. This review emphasizes the increasing significance of novel biomarkers in enhancing early detection and risk stratification of contrast-induced nephropathy (CIN). Recent advancements in artificial intelligence and computational analytics have improved the predictive capabilities of these biomarkers, enabling personalized risk assessment and precision medicine strategies. Additionally, we discuss mitigation strategies, including hydration protocols, pharmacological interventions, and procedural modifications, aimed at reducing CIN incidence. Incorporating biomarker-driven assessments into clinical decision-making can enhance patient management and outcomes. Future research must prioritize the standardization of biomarker assays, the validation of predictive models across diverse patient populations, and the exploration of novel therapeutic targets. Utilizing advancements in biomarkers and risk mitigation strategies allows clinicians to improve the safety of contrast-enhanced imaging and reduce the likelihood of renal injury.
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Affiliation(s)
- Pei-Hua Lee
- Department of Medical Imaging, China Medical University Hospital, Taichung 404, Taiwan
- Department of Radiology, School of Medicine, China Medical University, Taichung 404, Taiwan
| | - Shao Min Huang
- Department of Medical Education, Show Chwan Memorial Hospital, Changhua 500, Taiwan
| | - Yi-Ching Tsai
- Division of Endocrinology, Department of Internal Medicine, China Medical University Hospital, Taichung 404, Taiwan
| | - Yu-Ting Wang
- Department of Pathology, Chung Shan Medical University Hospital, Taichung 402, Taiwan
- Department of Pathology, School of Medicine, Chung Shan Medical University, Taichung 402, Taiwan
| | - Fatt Yang Chew
- Department of Medical Imaging, China Medical University Hospital, Taichung 404, Taiwan
- Department of Radiology, School of Medicine, China Medical University, Taichung 404, Taiwan
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Gharzai LA, Bell S, Gupta DM, Carlos RC. Impact of Lung Biomarker Testing on Out-Of-Pocket Costs for Metastatic Non-Small-Cell Lung Cancer. Clin Lung Cancer 2025; 26:e118-e125. [PMID: 39658408 DOI: 10.1016/j.cllc.2024.11.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 10/18/2024] [Accepted: 11/14/2024] [Indexed: 12/12/2024]
Abstract
BACKGROUND Biomarker testing in metastatic non-small lung cancer (NSCLC) is critical for appropriate treatment. Claims-based datasets offer real-world information on the use and cost of biomarker testing. MATERIALS AND METHODS We used 2013-2021 data from Optum's de-identified Clinformatics Data Mart Database. Eligible patients were adults with ≥ 2 NSCLC diagnosis codes and ≥ 2 claims of a secondary malignant neoplasm. We excluded patients with another primary or no continuous insurance coverage 12 months prior and 6 months after diagnosis. We assessed out-of-pocket (OOP) costs. Descriptive statistics were used to assess testing rates, and multivariable analyses (MVA) were performed to assess factors associated with testing. RESULTS We identified 4377 patients with metastatic NSCLC (mean age 60 years (SD 8.33), 49.6% female, 76.7% former smokers). Testing rates within 2 months of diagnosis increased from 58.15% in 2013 to 69.96% in 2021. On MVA, biomarker testing was associated with younger age, nonsmokers, Mountain geographic region, and point-of-service insurance plans. Biomarker testing was associated with a median OOP cost of $98 (IQR: $43.87-$306.58). Patients who underwent biomarker testing had a median total OOP cost of all services within 6 months of diagnosis of $3560.20 (IQR: $1538.37-$6199.44) compared to $1979.58 (IQR: $725.75-$4003.06) for those who did not undergo biomarker testing. CONCLUSIONS Using claims data, we find that most patients with metastatic NSCLC undergo biomarker testing early in their treatment course (0-60 days), suggesting that testing is appropriately being obtained early on in their treatment course, but this testing is associated with substantially higher overall OOP costs to patients.
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Affiliation(s)
- Laila A Gharzai
- Department of Radiation Oncology, Northwestern University, Chicago, IL.
| | - Sarah Bell
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI
| | - Divya M Gupta
- Division of Medical Oncology, Department of Internal Medicine, Northwestern University, Chicago, IL
| | - Ruth C Carlos
- Department of Radiology, University of Michigan, Ann Arbor, MI
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Lawler M, Keeling P, Kholmanskikh O, Minnaard W, Moehlig-Zuttermeister H, Normanno N, Philip R, Popp C, Salgado R, Santiago-Walker AE, Trullas A, van Doorn-Khosrovani SBVW, Vart R, Vermeulen J, Vitaloni M, Verweij J. Empowering effective biomarker-driven precision oncology: A call to action. Eur J Cancer 2024; 209:114225. [PMID: 39053288 DOI: 10.1016/j.ejca.2024.114225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 07/01/2024] [Accepted: 07/05/2024] [Indexed: 07/27/2024]
Abstract
Precision oncology has a significant role to play in delivering optimal patient care. Biomarkers are critical enablers for precision oncology across the continuum of cancer diagnosis, in defining patient prognosis, and in predicting the response to treatments and their potential toxicities, as well as delineating the risk of hereditary cancer syndromes. Biomarkers also potentiate cancer drug development, accelerating patient access to safe and effective therapies. However, despite an accurate and timely diagnosis being critical to patient survival, advances in genomic testing are not being fully exploited in daily clinical practice, leading to missed opportunities to deliver the most effective treatments for patients. Biomarker testing availability and implementation often lag behind approvals of respective biomarker-informed therapies, limiting prompt patient access to these life-saving drugs. Multiple factors currently impede the routine adoption of biomarker testing including, but not limited to, cost, lack of test reimbursement, limited access, regulatory hurdles, lack of knowledge, insufficient cooperation on assay development, and the urgent need to harmonize and validate testing assays, all leading to inefficient diagnostic pathways. Clinical guidelines increasingly include genomic profiling, and recent evidence suggests that precision oncology can be delivered in a cost-effective way for financially-challenged health systems. Therefore, precision genomic testing for cancer biomarkers must be embedded into the clinical practice of oncology care delivery going forward. We articulate a series of recommendations and a call to action to underpin the mainstreaming of a biomarker-informed precision oncology approach to enhance patient outcomes and deliver cost effective 21st century cancer care.
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Affiliation(s)
- Mark Lawler
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, BT9 7AE, UK; Cancer Drug Development Forum, Clos Chapelle-aux-Champs 30, 1200 Brussels, Belgium.
| | - Peter Keeling
- Diaceutics PLC, Health and Wellbeing Park, Kings Hall, First Floor Building Two, Dataworks at, 490 Lisburn Rd, BT9 6GU Belfast, UK.
| | - Olga Kholmanskikh
- Federal Agency for Medicines and Health Products, Galileelaan 5/03, 1210 Brussels, Belgium.
| | - Warnyta Minnaard
- Missie Tumor Onbekend, Fannius Scholtenstraat 69H 1051 EV, Amsterdam, Netherlands.
| | | | - Nicola Normanno
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Via Piero Maroncelli, 40, 47014 Meldola, Italy
| | - Reena Philip
- Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD 20993, USA.
| | - Claudia Popp
- F. Hoffmann-La Roche Ltd, Building 2, CH-4070 Basel, Switzerland.
| | - Roberto Salgado
- Department of Pathology, ZAS Hospitals, Lindendreef 1, 2020 Antwerp, Belgium; Division of Research, Peter Mac Callum Cancer Centre, 305 Grattan Street, Melbourne VIC 3052, Australia.
| | - Ademi E Santiago-Walker
- Janssen Research & Development LLC, Johnson & Johnson Innovative Medicine, 1400 McKean Road, Spring House, PA 19477, USA.
| | - Ana Trullas
- European Medicines Agency, Domenico Scarlattilaan 6, 1083 HS Amsterdam, the Netherlands.
| | - Sahar B van Waalwijk van Doorn-Khosrovani
- Department of Medical Oncology, Leiden University Medical Centre, Albinusdreef 2, 2333 ZA Leiden, the Netherlands; CZ Health Insurance, Ringbaan West 236, 5038 KE Tilburg, the Netherlands.
| | - Richard Vart
- Eli Lilly and Company Ltd, 8 Arlington Square West, Downshire Way, Bracknell, RG12 1PU, UK.
| | - Jessica Vermeulen
- Janssen Biologics B.V., a Johnson & Johnson company, Emmy Noetherweg 6, 2333 BK Leiden, the Netherlands.
| | - Marianna Vitaloni
- Digestive Cancers Europe, Rue de la Loi 235/27, 1040 Brussels, Belgium.
| | - Jaap Verweij
- Cancer Drug Development Forum, Clos Chapelle-aux-Champs 30, 1200 Brussels, Belgium.
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Deore S, Deshpande P, Bhawalkar J, Tripathy S, Khopkar-Kale P. Cancer genetics and treatment rift: Perspectives for coping challenges in low and middle-income countries. Curr Probl Cancer 2024; 50:101094. [PMID: 38574643 DOI: 10.1016/j.currproblcancer.2024.101094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Revised: 01/19/2024] [Accepted: 03/25/2024] [Indexed: 04/06/2024]
Affiliation(s)
- Sonali Deore
- Dr. D. Y Patil Institute of Pharmaceutical Sciences & Research, Pune 411018, India
| | - Prassana Deshpande
- Dr. D. Y Patil Institute of Pharmaceutical Sciences & Research, Pune 411018, India
| | - Jitendra Bhawalkar
- Department of Community Medicine, Dr. D. Y Patil Medical College, Hospital & Research Centre, Dr. D. Y. Patil Vidyapeeth, Pune 411018, India
| | - Srikanth Tripathy
- Central Research Facility, Dr. D. Y Patil Medical College, Hospital & Research Centre, Dr. D. Y. Patil Vidyapeeth, Pune 411018 India
| | - Priyanka Khopkar-Kale
- Central Research Facility, Dr. D. Y Patil Medical College, Hospital & Research Centre, Dr. D. Y. Patil Vidyapeeth, Pune 411018 India.
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