The kidney acts as the refined architect of biochemical harmony: in addition to fulfilling its primary function as an excretory organ, through glomerular filtration and tubular reabsorption, it is responsible for constantly modulating blood pressure, electrolyte balance, and acid-base status, ensuring tissue survival and the integrity of higher functions. However, this "control center" is compromised when a silent threat emerges, capable of progressively degrading the organ's functional capacity without manifesting noticeable symptoms, even in the most advanced stages: Chronic Kidney Disease (CKD). Due to the latter's action, not only the kidney, but the entire organism is silently and progressively affected. In this context, timely and accurate assessment of kidney function is not only a clinical necessity, but a vital survival imperative. The key parameter in this assessment is the Glomerular Filtration Rate (GFR), the index that best reflects functional nephron mass. Despite its importance, modern medicine still relies heavily on estimates based on endogenous biomarkers, such as creatinine, which are often influenced by extrarenal variables, acting as a distorted mirror of physiological reality. Currently, in clinical practice, GFR is predominantly estimated (eGFR) using equations based on serum creatinine. These methods have intrinsic limitations related to the patient's muscle mass, age, and diet, often proving inaccurate in contexts of hemodynamic instability or in the early stages of the disease. The limitations lie in the low sensitivity of creatinine as a marker of initial GFR decline, the inaccurate estimation of lean body mass in some patient populations, and, finally, the analytical problems associated with the still-suboptimal standardization of serum creatinine measurements. This paper aims to analyze the evolution of measurement techniques for this parameter, focusing on the transition from urinary clearance methods (the gold standard but invasive and complex) to technological frontiers that are far less invasive and achievable in real time. This is where the TGFR (Transcutaneous Glomerular Filtration Rate) system developed by MediBeacon, a US biomedical instrumentation company, comes in. This technology uses a transcutaneous optical sensor and a biocompatible fluorescent tracer (Lumitrance) to monitor plasma clearance in real time, and therefore renal filtration rate, without the need for blood or serial urine collections. The analysis demonstrates how the integration of transcutaneous sensors can revolutionize monitoring of patients with kidney disease, enabling timely diagnosis of acute kidney injury (AKI) and more accurate management of CKD, overcoming the limitations of traditional diagnostics in favor of precision medicine. The goal, therefore, is to provide an integrated vision that connects renal physiology to clinical applications, highlighting how understanding and correctly interpreting GFR is a key element for technological innovation in nephrology. In this context, the paper fits into a multidisciplinary framework in which biological knowledge, mathematical tools, and electronic diagnostic technologies converge toward a common goal: improving the ability to monitor, understand, and treat renal dysfunction, contributing to the development of increasingly precise, personalized, and effective solutions.
Il rene opera come il raffinato architetto dell'armonia biochimica: oltre ad adempiere alla sua funzione primaria di organo escretore, attraverso la filtrazione glomerulare e il riassorbimento tubulare, esso riveste il compito di modulare costantemente la pressione arteriosa, l'equilibrio elettrolitico e lo stato acido-base, garantendo la sopravvivenza dei tessuti e l'integrità delle funzioni superiori. Tuttavia, questa "centrale di controllo" viene compromessa nel momento in cui emerge una minaccia silenziosa, in grado di degradare progressivamente la capacità funzionale dell'organo senza manifestare sintomi eclatanti fino agli stadi più avanzati: la Malattia Renale Cronica (CKD). A causa dell’azione di quest’ultima, non sono il rene, ma l’intero organismo ne risente in modo silente e progressivo. In questo contesto, la valutazione tempestiva e accurata della funzionalità renale non è solo una necessità clinica, ma un imperativo per la sopravvivenza dell’individuo. Il parametro cardine di questa valutazione è la Velocità di Filtrazione Glomerulare (Glomerular Filtration Rate - GFR) l'indice che meglio riflette la massa nefronica funzionale. Nonostante la sua importanza, la medicina moderna si affida ancora ampiamente a stime basate su biomarcatori endogeni, come la creatinina, che risultano spesso influenzate da variabili extra-renali, agendo come uno specchio distorto della realtà fisiologica. Attualmente, nella pratica clinica, il GFR viene prevalentemente stimato (eGFR) attraverso equazioni basate sulla creatinina sierica. Tali metodiche presentano limiti intrinseci legati alla massa muscolare, all'età e alla dieta del paziente, risultando spesso imprecise in contesti di instabilità emodinamica o nelle fasi precoci della patologia. I limiti sono da ricercare nella scarsa sensibilità della creatinina come marcatore dell’iniziale declino del GFR, nell’inesatta stima della massa magra in alcune categorie di soggetti e, infine, nei problemi analitici legati alla standardizzazione, non ancora ottimale, del dosaggio della creatininemia. Tale elaborato si propone di analizzare l'evoluzione delle tecniche di misurazione del parametro in questione, ponendo l'accento sul passaggio dai metodi di clearance urinaria (standard aureo ma invasivi e complessi) verso frontiere tecnologiche largamente meno invasive e realizzabili in tempo reale. In questo scenario si inserisce il sistema TGFR (Transcutaneous Glomerular Filtration Rate) sviluppato da MediBeacon – azienda di strumentazione biomedicale statunitense. Questa tecnologia sfrutta un sensore ottico transcutaneo e un tracciante fluorescente biocompatibile (Lumitrance) per monitorare la depurazione plasmatica in tempo reale, dunque la velocità di filtrazione renale, senza necessità di prelievi ematici o raccolte di urine seriali. L'analisi condotta dimostra come l'integrazione di sensori transcutanei possa rivoluzionare il monitoraggio del paziente nefropatico, permettendo una diagnosi tempestiva del danno renale acuto (AKI) e una gestione più accurata della CKD, superando i limiti della diagnostica tradizionale a favore di una medicina di precisione. L’obiettivo, quindi, è fornire una visione integrata che colleghi la fisiologia renale alle applicazioni cliniche, evidenziando come la comprensione e la corretta interpretazione del GFR rappresentino un elemento chiave per l’innovazione tecnologica in ambito nefrologico. In questo contesto, l’elaborato si inserisce in un quadro multidisciplinare in cui conoscenze biologiche, strumenti matematici e tecnologie elettroniche diagnostiche convergono verso un obiettivo comune: migliorare la capacità di monitorare, comprendere e trattare la disfunzione renale, contribuendo allo sviluppo di soluzioni sempre più precise, “ad personam” ed efficaci.
Valutazione della funzionalità renale mediante la Velocità di Filtrazione Glomerulare (GFR)
TRAGNI, GIOVANNA
2025/2026
Abstract
The kidney acts as the refined architect of biochemical harmony: in addition to fulfilling its primary function as an excretory organ, through glomerular filtration and tubular reabsorption, it is responsible for constantly modulating blood pressure, electrolyte balance, and acid-base status, ensuring tissue survival and the integrity of higher functions. However, this "control center" is compromised when a silent threat emerges, capable of progressively degrading the organ's functional capacity without manifesting noticeable symptoms, even in the most advanced stages: Chronic Kidney Disease (CKD). Due to the latter's action, not only the kidney, but the entire organism is silently and progressively affected. In this context, timely and accurate assessment of kidney function is not only a clinical necessity, but a vital survival imperative. The key parameter in this assessment is the Glomerular Filtration Rate (GFR), the index that best reflects functional nephron mass. Despite its importance, modern medicine still relies heavily on estimates based on endogenous biomarkers, such as creatinine, which are often influenced by extrarenal variables, acting as a distorted mirror of physiological reality. Currently, in clinical practice, GFR is predominantly estimated (eGFR) using equations based on serum creatinine. These methods have intrinsic limitations related to the patient's muscle mass, age, and diet, often proving inaccurate in contexts of hemodynamic instability or in the early stages of the disease. The limitations lie in the low sensitivity of creatinine as a marker of initial GFR decline, the inaccurate estimation of lean body mass in some patient populations, and, finally, the analytical problems associated with the still-suboptimal standardization of serum creatinine measurements. This paper aims to analyze the evolution of measurement techniques for this parameter, focusing on the transition from urinary clearance methods (the gold standard but invasive and complex) to technological frontiers that are far less invasive and achievable in real time. This is where the TGFR (Transcutaneous Glomerular Filtration Rate) system developed by MediBeacon, a US biomedical instrumentation company, comes in. This technology uses a transcutaneous optical sensor and a biocompatible fluorescent tracer (Lumitrance) to monitor plasma clearance in real time, and therefore renal filtration rate, without the need for blood or serial urine collections. The analysis demonstrates how the integration of transcutaneous sensors can revolutionize monitoring of patients with kidney disease, enabling timely diagnosis of acute kidney injury (AKI) and more accurate management of CKD, overcoming the limitations of traditional diagnostics in favor of precision medicine. The goal, therefore, is to provide an integrated vision that connects renal physiology to clinical applications, highlighting how understanding and correctly interpreting GFR is a key element for technological innovation in nephrology. In this context, the paper fits into a multidisciplinary framework in which biological knowledge, mathematical tools, and electronic diagnostic technologies converge toward a common goal: improving the ability to monitor, understand, and treat renal dysfunction, contributing to the development of increasingly precise, personalized, and effective solutions.| File | Dimensione | Formato | |
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https://hdl.handle.net/20.500.12608/110820