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Response Assessment in Pediatric Neuro-Oncology Symposium, Pediatric Society of Neuro-Oncology proceedings: Current status and future initiatives
Fangusaro, Jason, Warren, Katherine, Hargrave, Darren, Gampel, Bradley , Baxter, Patricia A, Perreault, Sébastien , Vézina, Gilbert , Mueller, Sabine, Kram, David E, Erker, Craig, Stuckert, Austin J. , Kazerooni, Anahita Fathi, Mahdi, Jasia , Leary, Sarah, Susan, N., Prados, Michael, Mankad, Kshitij, Salloum, Ralph , Reddy, A. O., Dhall, Girish, Lai, Holly, Rameh, Vanessa , Jaju, Alok , Laughlin, Suzanne , Green, Adam L. , Hwang, Eugene I., Silvera, V Michelle, Ho, Chang Y, Nabavizadeh, Ali, Kline, Cassie , Raju, Praveen, Shivaram, Avula, Kann, Benjamin H, Mirsky, Prof David M, Fangusaro, Jason , Warren, Katherine N, Hargrave, Darren R. , Robinson, Giles , Baxter, Patricia Ann , Mueller, Sabine , Takami, Hirokazu , Kram, David E. , Erker, Craig , Foreman, Nicholas K. , Kazerooni, Anahita Fathi , Leary, Sarah , Chi, Susan N , Prados, Michael D. , Tamrazi, Benita , Mankad, Kshitij , Gonçalves, Fabrício Guimarães , Hansford, Jordan R. , Reddy, Alyssa , Bhatia, Aashim , Bag, Asim Kumar , Wright, Jason N. , Bartels, Ute , Kilburn, Lindsay Baker , Robison, Nathan John , Mangum, Ross , Yeo, Kee Kiat , Lassaletta, Álvaro , Ho, Chang Yueh , Nabavizadeh, Ali , Margol, Ashley , Cohen, Kenneth J. , Avula, Shivaram , Kann, Benjamin H.

Neuro-Oncology Pediatrics | February 18, 2026 | Volume: 2 | Issue: 1 | Pages: No page available

10.1093/neuped/wuag010 Get It

Abstract Response Assessment in Pediatric Neuro-Oncology (RAPNO) is an international working group dedicated to developing standardized recommendations for response assessment in children with central nervous system tumors enrolled on clinical trials. This standardization facilitates easier and more reliable comparison of responses across trials. Since the first RAPNO publication in 2013, response guidelines have been issued for medulloblastoma (MB), low-grade glioma (LGG), high-grade glioma (HGG), diffuse intrinsic pontine glioma, ependymoma, and craniopharyngioma. Many of these guidelines have already been incorporated into clinical trials to evaluate their effectiveness and accuracy. RAPNO has always been predicated on the idea that these consensus recommendations will require updates over time as they are applied in practice given technological advancements, evolving treatment approaches, and growing knowledge of disease pathology. A half-day RAPNO symposium sponsored by the Society of Neuro-Oncology was held in San Diego, California, United States, on May 15, 2025. This event coincided with the 8th Biennial Pediatric Society of Neuro-Oncology meeting. The main objectives were to identify ongoing RAPNO challenges, discuss potential updates, and plan future initiatives across 3 specific groups: (1) LGG/Craniopharyngioma, (2) HGG/diffuse midline glioma (DMG)/Ependymoma, and (3) MB and other seeding tumors. This manuscript reviews the symposium proceedings and highlights key topics and challenges discussed, as well as outlining future RAPNO initiatives.
Collaborative large language models (LLMs) are all you need for screening in systematic reviews
Parmar, Mihir, Naqvi, Syed Arsalan Ahmed , Warraich, Kainat , Saeidi, Amir, Rawal, Samarth, Faisal, Kunwer Sufyan , Kazmi, Syeda Zainab , Fatima, Maurish , He, Huan, Safdar, Mohammad, Liu, Wei, Haddad, Tufia C., Wang, Zhen , Murad, Mohammad Hassan, Baral, Chitta, Haddad, Tufia, Riaz, Irbaz Bin , Saeidi, Amir, Haddad, Tufia C.

No container title available | February 18, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.02.07.26345640 | PMID 41757212 Get It

Abstract Background The ability of large language models (LLMs) to work collaboratively and screen studies in a systematic review (SR) is under-explored. Hence, we aimed to evaluate the effectiveness of LLMs in automating the process of screening in systematic reviews. Methods This is an observational study which included labeled data (title and abstracts) for five SRs. Originally, two reviewers screened the citations independently for eligibility. A third reviewer cross-checked each citation for quality assurance. GPT-4, Claude-3-Sonnet, and Gemini-Pro-1.0 were used using zero-shot chain-of-thought prompting. Collaborative approaches included (i): conflict resolution using benefit of the doubt, (ii) majority voting using an independent third LLM and (iii) conflict resolution using an informed third LLM. Performance was assessed using accuracy, precision for exclusion, and recall for inclusion. Work saved over samples (WSS) was computed to estimate the reduction in manual human effort. Results A total of 11300 articles were included in this study. The individual models, GPT-4, Claude-3-Sonnet, and Gemini-Pro-1.0 exhibited a high precision for exclusion, achieving 99.7%, 99.7%, and 99.2% and high recall for inclusion achieving 95.5%, 96.6% and 85.7%, respectively. However, the collaborative approach utilizing the two best-performing models (GPT-4 and Claude-3S) achieved an average precision of 99.9% and a recall of 98.5% (across all collaborative approaches). Furthermore, the proposed collaborative approach resulted in an average WSS of 63.5%, compared to the average WSS of 45.2% for individual models. Conversational LLM interactions showed a consistent pattern of results. Limitations This study was limited due to reliance on proprietary models, and evaluation on oncology datasets. Conclusion Evidence shows that collaborative LLMs enable efficient, high-performing screening in systematic reviews, supporting continuous evidence updates. Primary funding source NIH (U24CA265879-01-1) and Carolyn-Ann-Kennedy-Bacon Fund.
Longitudinal peripheral blood multi-omic profiling in seropositive individuals identifies immune endotypes and predictive models for future rheumatoid arthritis conversion
Inamo, Jun , Bylinska, Aleksandra, Smith, M. D., Wright, Christian D., Stephens, Tayte, Feser, Marie L. , Striebich, Christopher C. , O'Dell, James R., Sparks, J., Davis, J. Michael , Graf, Jonathan , McMahon, Maureen , Solow, E. Blair, Forbess, Lindsy J., Tiliakos, Athan N., Horowitz, Diane , James, Judith A., Holers, V. Michael , Deane, KD, Guthridge, Joel M., Zhang, F., Sparks, Jeffrey A. , Sparks, Jeffrey A , Guthridge, Joel M , Zhang, Fan , Smith, Miles, Vanderlinden, Lauren A. , Wright, Christian, O’Dell, James R., Davis, John M., Solow, E. Blair , Forbess, Lindsy, Fox, David A. , Danila, Maria I. , Kay, Jonathan , James, Judith A. , Guthridge, Joel M.

No container title available | February 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.02.12.26346058 | PMID 41757162 Get It

Abstract Individuals who have serum elevations of anti-cyclic citrullinated protein (anti-CCP) antibodies are at risk for developing rheumatoid arthritis (RA), yet immunologic factors that lead to a transition from pre- to clinical RA remain unclear. Here, we used materials from anti-CCP antibody-positive individuals enrolled in a clinical trial that evaluated the efficacy of hydroxychloroquine to prevent clinical RA, and performed multi-modal single-cell profiling (transcriptome, surface proteins, T/B-cell receptor sequencing, and chromatin accessibility) on samples obtained at baseline and at RA onset in those who developed clinical RA (Converters) or follow-up point in matched Nonconverters. At both baseline and follow-up, Converters had expansions of peripheral helper T (Tph) cells and CD8 + T cells expressing GZMK and GZMB , along with elevated potentially autoreactive T-cell receptors in CD4 + T cells compared to Nonconverters. Induction of age-associated B cell signatures was observed in B cells of Converters prior to RA onset. Epigenetic profiling further identified chromatin accessibility changes in Converters over time, particularly within myeloid and NK cells. Lastly, predictive modeling using baseline immune features, including Tph cells, GZMK + XCL1 + CD8 + , and GZMB + CD57 + CD8 + T cells, together with clinical features such as anti-CCP3 levels, RF-positivity, and HLA shared epitope status, stratified RA risk and predicted time to onset. These findings define immune endotypes in pre-RA that could serve as targets for future preventive interventions and be used to stratify the risk of developing clinical RA in anti-CCP antibody-positive individuals.
A phase 1b/2 study of cabozantinib in combination with pembrolizumab in advanced cutaneous melanoma
Kim, Donghyun, Freesmeier, Michele, Frees, Melanie, Mott, Sarah, Javed, Asad , Rieth, John , Smestad, John , Milhem, Mohammed, Mott, Sarah L. , Kim, Donghyun , Rieth, John , Smestad, John , Zakharia, Yousef , Monga, Varun , Laux, Douglas Earl , Milhem, Mohammed

Cancer | February 17, 2026 | Volume: 132 | Issue: 4 | Pages: No page available

10.1002/cncr.70326 | PMID 41701511 Get It

Abstract Background Pembrolizumab is approved for advanced cutaneous melanoma (aCM). Cabozantinib, an oral multi‐tyrosine kinase inhibitor, has demonstrated antitumor activity as monotherapy or in combination with anti‐PD‐1 therapy in malignancies. The objective of this study was to determine the safety and efficacy of cabozantinib and pembrolizumab for patients with aCM. Methods This phase 1b/2 study enrolled 28 patients with unresectable aCM. In phase 1b, escalating dose levels of cabozantinib (20 mg, 40 mg, and 60 mg) were administered concurrently with pembrolizumab 200 mg intravenously every 3 weeks using a 3 + 3 design to determine recommended phase 2 dose (RP2D). In phase 2, patients received cabozantinib at RP2D in combination with pembrolizumab using a Simon 2 stage design. Primary end point of phase 2 was overall response rate (ORR). Secondary end points included disease control rate, progression‐free survival (PFS), and overall survival (OS). Results Phase 1b enrolled eight patients, cabozantinib 40 mg daily dose level was selected as RP2D. Response rate in stage 1 exceeded predefined criteria for proceeding to expansion phase; however, phase 2 was terminated after 20 patients due to low accrual in the setting of evolving standard of care. Among all treated patients, the most common grade ≥3 toxicities were hypertension ( n = 10, 36%), hypokalemia ( n = 5, 18%), hypophosphatemia ( n = 4, 14%), and ALT elevation ( n = 4, 14%). Among 20 patients treated in phase 2, ORR was 45%, median PFS was 6.6 months, and median OS was 29.5 months. Conclusions Cabozantinib and pembrolizumab combination was explored in treatment‐naive aCM. Toxicity was consistent with known profiles, but discontinuation rates were notable.
Multisociety multispecialty consensus recommendations on corticosteroid injections for facet joint and sacroiliac joint pain
Benzon, Honorio T , Doshi, Tina L , Maus, Tim, FitzGerald, John, Hoang, Thanh D., Shankar, Hariharan , Mina, Maged, Eckmann, Maxim , Elmofty, Dalia , Nelson, Ariana M, Pino, Carlos, Rana, Maunak V., Rivera, Jessica, Schneider, Byron J. , Souza, Dmitri , Stout, Alison, Wasan, Ajay, Provenzano, David Anthony, Benzon, Honorio T. , FitzGerald, John , Chadwick, Andrea , Hunt, Christine , Nagpal, Ameet S , Nelson, Ariana M , Pino, Carlos A , Narouze, Samer , Provenzano, David Anthony , Cohen, Steven P , Doshi, Tina L , FitzGerald, John D , Shankar, Hariharan , Maus, Timothy P. , Nagpal, Ameet , Nelson, Ariana M. , Pino, Carlos A. , Shanthanna, Harsha , Narouze, Samer , Wasan, Ajay D. , Provenzano, David , Cohen, Steven P.

Regional Anesthesia & Pain Medicine | February 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: rapm-2025-107347

10.1136/rapm-2025-107347 | PMID 41571428 Get It

Background Corticosteroid injections (CSIs) are widely employed in facet and sacroiliac joint pain. Similar to CSIs at other sites (peripheral nerve blocks, joints, epidural), these injections are associated with potential adverse events. These multisociety consensus recommendations aim to develop evidence-based statements and recommendations on the safe use of CSIs in facet joint and sacroiliac joint injections. Methods Development of the consensus recommendations was approved by the American Society of Regional Anesthesia and Pain Medicine Board of Directors and several other societies that agreed to participate. The scope of statements and recommendations was agreed on to include safety of the injection technique (landmark-guided, ultrasound, or radiology-aided injections); effect of the addition of the corticosteroid on effectiveness (vs local anesthetic or saline); and adverse events related to the injection. Experts were assigned topics to perform a comprehensive literature review and draft statements and recommendations, which were refined and voted for consensus (>75% agreement) using a modified Delphi process. A modified version of the US Preventive Services Task Force grading of evidence and strength of recommendation was followed. Results All statements and recommendations were approved by all participants after four rounds of discussion. The Practice Guidelines Committees and Boards of Directors of the participating societies also approved all statements and recommendations. Injection of corticosteroid into the facet joint in patients with joint inflammation may relieve pain and improves function. Intra-articular, extra-articular (periarticular), and combined administration are effective for sacroiliac joint injections. No dose-response studies exist, but CSIs containing 10 mg of methylprednisolone or triamcinolone per facet joint and 40 mg per sacroiliac joint (SIJ) (or their respective pharmacologic equivalents) are reasonable. Conclusions In this practice recommendation, we provide statements and recommendations on facet and sacroiliac joint CSIs, the optimal doses, and intervals and criteria for repeating the CSIs in patients with facet joint and sacroiliac joint pain.
Telomere length as a marker of biological age in paediatric multiple sclerosis
Jacques, Kayla , Race, Jonathan , Goyne, Christopher, Fair, Ashley, Schuette, Allison, Yang, Jennifer H. , Caillier, Stacy J. , Aaen, Gregory Scott, Abrams, Aaron , Benson, Leslie, Casper, T Charles, Chitnis, Tanuja, Gorman, Mark , Lotze, Tim, Mar, Soe , Ness, Jayne , Rose, John W. , Schreiner, Teri , Tillema, Jan-Mendelt , Waldman, Amy T, Wheeler, Yolanda , Oksenberg, Jorge, Lin, Jue , Waubant, Emmanuelle, Aaen, Gregory S , Krupp, Lauren , Wheeler, Yolanda S , Yang, Jennifer H , Aaen, Gregory , Benson, Leslie , Casper, T. Charles , Chitnis, Tanuja , Rensel, Mary R. , Rodriguez, Moses , Schreiner, Teri , Tillema, Jan‐Mendelt , Waldman, Amy , Oksenberg, Jorge R. , Waubant, Emmanuelle L. , Graves, Jennifer

Journal of Neurology, Neurosurgery & Psychiatry | February 17, 2026 | Volume: 97 | Issue: 4 | Pages: 302-308

10.1136/jnnp-2025-336736 | PMID 41500800 Get It

Background Increased chronological age correlates with reduced relapse rates and increased disability in multiple sclerosis (MS). Biological age may better capture ageing’s impact on MS and might accelerate due to MS itself. Establishing accelerated biological ageing in adults is complicated by normal ageing and comorbidities. Telomere length, a well-recognised biological ageing marker, is shortened in adults with MS and associated with disability. Demonstrating accelerated biological ageing in paediatric-onset MS (POMS) would strengthen the hypothesis that MS drives premature biological ageing. This study aimed to determine if telomere length differs in POMS compared to age-similar healthy controls. Methods We performed a cross-sectional case-control study of whole blood samples and clinical data from The US Network of Pediatric MS Centers. Real-time quantitative PCR measured telomere length, expressed as a telomere to somatic DNA ratio (T/S ratio). T/S ratio was compared between cases and age-similar healthy controls using multivariate regression analysis adjusting for chronological age, sex, race, ethnicity, tobacco exposure, socioeconomic status and body mass index. Results We analysed 300 POMS cases and 200 controls. The unadjusted mean T/S ratios were 1.66 (SD 0.32) for cases and 1.71 (SD 0.29) for controls (mean difference –0.05, 95% CI –0.10 to 0.01, p=0.08). After adjusting for key covariables with face validity, POMS participants had a mean 0.086 shorter T/S ratio than controls (95% CI 0.015 to 0.157, p=0.018). Conclusions POMS participants demonstrated shorter telomeres than age-similar controls in a multivariable model adjusting for sociodemographic variables, suggesting that MS may contribute to accelerated biological ageing.
Abstract PS2-12-07: Metabolic and immune reprogramming via SCD1 inhibition enhances chemo-immunotherapy response in TNBC
Advani, P. P., Deshmukh, S. Kumar, Whetten, R., Redig, M., Pawlush, M., Wu, S. K., Xiu, Joanne , Leone, J. P. , Sledge, G. W., Copland, J., Pawlush, Matthew L. , Wu, S., Gandhi, Shipra , Lustberg, Maryam B. , Copland, John A.

Clinical Cancer Research | February 17, 2026 | Volume: 32 | Issue: 4_Supplement | Pages: PS2-12-07-PS2-12-07

10.1158/1557-3265.sabcs25-ps2-12-07 Get It

Abstract Background: Triple-negative breast cancer (TNBC) is highly aggressive subtype with poor prognosis and there is an urgent need to develop novel therapies. Deregulated cellular energetics is a known hallmark of cancer. Stearoyl-CoA desaturase-1 (SCD1), is a key enzyme in fatty acid (FA) synthesis, converting saturated to monounsaturated FA. It is upregulated in TNBC, and its expression correlates with poor survival. Hence, targeting SCD1 is a novel strategy for cancer therapy. We have developed an SCD1 inhibitor, MTI-301 and shown anti-tumor activity in murine TNBC cell lines with MTI-301 alone and in combination with paclitaxel. Here, we study the efficacy of MTI-301 in TNBC mouse model and, molecular and immunological association of SCD1 in TNBC. Methods: MTI-301 activity (10 mg/kg oral gavage daily) was evaluated in E0771 immunocompetent TNBC mouse models alone and with immune checkpoint inhibitors (ICI) and paclitaxel (anti-PD-L1 Ab 200ug/mouse; IP and 25 mg/kg IP both given 2/week). Immune markers such as CD4+ T cell and CD8+ T cell in mice tumor tissue were assessed by immunohistochemistry (IHC). Tumor volume was measured by calipers 2/week and compared between groups by ANOVA test. Molecular and immune characterization was performed in 1,581 invasive ductal (ID) TNBC patient (pt) samples tested by NGS (592-gene panel, NextSeq; WES/WTS, NovaSeq; Caris Life Sciences, Phoenix, AZ). ID-TNBC SCD1-high(H) and SCD1-low(L) RNA expression were classified as above or below the 50 percentiles, respectively. Immune cell fractions were calculated by deconvolution of WTS: Quantiseq. Pathway enrichment was determined by GSEA (Broad Inst). Statistical significance was determined using chi-square and Mann-Whitney U test with p-values adjusted for multiple comparisons (q<0.05). Results: Compared to vehicle control, MTI-301 showed significant reduction in mean tumor volume and was associated with macrophage phagocytosis and intratumor infiltration of CD4 and CD8 T cells. We have also showed that MTI-301 + anti-PD1 Ab + paclitaxel has significant antitumor activity compared to either agent alone. IHC analysis is ongoing. In real-word pt data, SCD1-H TNBC (N=791) had higher immune cell infiltration of M2 MΦ (2.95% vs. 2.58%) and neutrophils (4.5% vs. 4.1%) compared to SCD1-L (N=790), all q<0.05. SCD1-H had decreased IFNγ score (-0.29 vs -0.24), but increased MAPK activation score (-0.57 vs -1.77), all q<0.05. SCD1-H had higher levels of metabolic regulator genes (IL10, IL10RA, SOCS3, HIF1A, DUSP6, FC: 1.4-1.8), immune checkpoint genes (PDCD1, CTLA4, LAG3, TIGIT, VISTA, CD244, CD160, BTLA, HAVCR2, FC: 1.3-1.6), stem cell related genes (CD44, ALDH1A1, ALDH1A2, ALDH1A3, KLF4, NANOG, FC: 1.4-1.6) and markers of exhausted T cells (CXCL13, CD38, CD101, ENTPD1, CD69, CD103, KLRG1, PRF1, GZMB, FC: 1.2-1.7), all q<0.05. SCD1-H had enrichment of pathways related to oxidative phosphorylation, FA metabolism, PI3K/AKT/MTOR, EMT, DNA repair, TGF beta, P53 and inflammatory response (NES: 1.7-3.8, all FDR<0.25). SCD1-H had higher frequency of PIK3CA (18.1% vs 8.8%), PTEN (10.7% vs 5.2%), PIK3R1 (6.4% vs 2.3%), AKT1 (3.3% vs 1.3%) and NF1 (8.3% vs 2.7%) mutation compared to SCD1-L, all q<0.05. Conclusion: SCD1 high TNBC tumors are associated with immune suppressive TME, FA metabolism, and dysregulated PI3K pathway, positioning SCD1 as a metabolic driver of therapy resistance and immune evasion and support its targeting to enhance chemo-ICI efficacy. SCD1 inhibitor, MTI-301 significantly reduced tumor growth and enhanced effector immune cell infiltration in TNBC murine models with combinatorial activity with chemo-ICI, indicating that pharmacologic modulation of SCD1 is a promising strategy for cancer therapy. We will be conducting Phase I clinical trial with MTI-301 in pts with advanced tumors including TNBC (NCT NCT06911008). Citation Format: P. P. Advani, S. K. Deshmukh, R. Whetten, M. Redig, M. Pawlush, S. Wu, J. Xiu, J. P. Leone, S. Gandhi, M. Lustberg, G. Sledge Jr, J. Copland. Metabolic and immune reprogramming via SCD1 inhibition enhances chemo-immunotherapy response in TNBC [abstract]. In: Proceedings of the San Antonio Breast Cancer Symposium 2025; 2025 Dec 9-12; San Antonio, TX. Philadelphia (PA): AACR; Clin Cancer Res 2026;32(4 Suppl):Abstract nr PS2-12-07.
Exercise echocardiography is a useful tool in the diagnosis of HFpEF
O’Sullivan, J., Pugliese, N., Wilcox, I., Kaye, David M, Borlaug, Barry A, Borlaug, Barry A. , O'Sullivan, John F , Borlaug, Barry A , Wilcox, Ian , Gargani, Luna , Kaye, David M.

European Journal of Heart Failure | February 16, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1093/ejhf/xuag045 | PMID 41771108 Get It

Lipomatous hypertrophy of the atrial septum with periprocedural haemorrhage masquerading as potential malignancy: a case report
Küçük, Hi̇lal Olgun , Bois, M C, Bois, John P. , daSilva-deAbreu, Adrian, Bois, John P , Bois, Melanie C. , daSilva‐deAbreu, Adrian , Chareonthaitawee, Panithaya

European Heart Journal - Case Reports | February 15, 2026 | Volume: 10 | Issue: 2 | Pages: No page available

10.1093/ehjcr/ytag053 | PMID 41728230 Get It

Abstract Background Cardiac masses encompass a broad differential, including benign tumours, malignancies, and pseudotumours. Accurate diagnosis requires integration of clinical context, patient characteristics, lesion location, and imaging features. In select cases, tissue characterization is necessary. We describe a case of a rapidly enlarging interatrial mass following transcatheter aortic valve implantation (TAVI). Case summary A 70-year-old man underwent TAVI for severe low-flow, low-gradient aortic stenosis. Preprocedural imaging revealed an incidental interatrial mass consistent with lipomatous hypertrophy of the atrial septum (LHAS). Six months later, the mass showed significant interval growth, raising concern for malignancy. Multimodality imaging, including cardiac magnetic resonance imaging and FDG positron emission tomography yielded indeterminate results. An echocardiography-guided biopsy was performed, and histopathologic analysis confirmed LHAS with intralesional haemorrhage likely incurred during the TAVI procedure. Discussion While LHAS is typically benign and stable or slowly progressive, rare cases may present with atypical features and rapid growth, mimicking malignant cardiac tumours. This case represents the first reported instance of LHAS with haemorrhagic expansion.
Comparative Analysis of Glomerular Filtration Rate Measurement Techniques
Brady, Clayton , Jc, Lieske, Kashani, Kianoush, Sas, David J. , Romero, Michael F. , Lieske, John C. , Kashani, Kianoush , Lieske, John C , Kashani, Kianoush B , Brady, Clayton T , Romero, Michael F

Kidney360 | February 13, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.34067/kid.0000001176 Get It

The glomerular filtration rate (GFR) is a key indicator of kidney function, yet no ideal method exists for its direct measurement. This two-part review examines the development of GFR measurement techniques, focusing on their physiologic basis, performance characteristics, and clinical applications. Part 1 reviews endogenous markers used to estimate GFR (eGFR), including creatinine- and cystatin C-based equations, with emphasis on their derivation, limitations, and clinical use. Part 2 addresses exogenous filtration markers and measured GFR (mGFR) methodologies, highlighting comparative performance and specific uses. Emphasis is placed on innovation in marker development, highlighting the need for continued development and standardization to enhance accuracy and clinical utility.