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Fornoni, Alessia

0000-0002-1313-7773

Mayo Clinic

University of Miami

Citations 3

Responsible Use of Artificial Intelligence to Improve Kidney Care
Cheungpasitporn, Wisit , Crittenden, Stanley, Peralta, Carmen A. , Singh, Karandeep , Usvyat, Len A. , Workgroup, on behalf of the American Society of Nephrology (ASN) Artificial Intelligence (AI), Cheungpasitporn, Wisit , Fornoni, Alessia , Peralta, Carmen A , Singh, Karandeep , Usvyat, Len A , Waterman, Amy D , Tangri, Navdeep , Workgroup, on behalf of the American Society of Nephrology (ASN) Artificial Intelligence (AI)

Journal of the American Society of Nephrology | November 7, 2025 | Volume: 37 | Issue: 4 | Pages: 881-890

10.1681/asn.0000000929 Get It

Artificial intelligence (AI) is rapidly transforming the delivery of kidney care through predictive analytics, machine learning, deep learning, and generative AI technologies. To meet this challenge, the American Society of Nephrology convened an AI Workgroup to provide a framework for the responsible use of AI in nephrology. The group outlines foundational principles to guide AI development: prioritizing patient benefit, ensuring clinician oversight, and advancing innovation in high-burden disease areas. Its set of foundational assumptions are grounded in the physician always being in the loop and an overarching goal to benefit patients with kidney diseases. This review provides an overview of the clinical uses of AI in nephrology and offers practical guidance for nephrologists seeking to incorporate AI into CKD and AKI management, dialysis, and transplantation care. It also highlights key challenges—such as data quality, equity, transparency, and clinical integration—that must be addressed to ensure the responsible and effective implementation of AI in kidney care.
The longitudinal relationship between patient-reported outcomes and clinical characteristics among patients with focal segmental glomerulosclerosis in the Nephrotic Syndrome Study Network
Troost, Jonathan P. , Waldo, Anne, Carlozzi, Noelle E. , Murphy, Shannon L., Modersitzki, Frank , Trachtman, Howard , Nachman, Patrick H. , Reidy, Kimberly J. , Selewski, David T. , Herreshoff, Emily, Srivastava, Tarak, Gibson, Keisha L. , Derebail, Vimal K. , Lin, Jen Jar, Hingorani, Sangeeta, Sambandam, Kamalanathan K. , Athavale, Ambarish M., Reich, Heather N. , Adler, Sharon G. , Dell, Katherine M., Appel, Gerald B., Wang, Chia-shi , Kaskel, Frederick J. , Lafayette, Richard , Atkinson, Meredith A. , Kretzler, Matthias , Lemley, Kevin V. , Brown, Elizabeth , Meyers, Kevin , Gadegbeku, Crystal A., Holzman, Lawrence B. , Jefferson, Jonathan Ashley, Tuttle, Katherine R, Singer, Pamela, Hogan, Marie C. , Cattran, Daniel C., Network, the Nephrotic Syndrome Study, Dell, K, Schachere, M., Lemley, K, Whitted, L, Haney, Connie J, Gurusinghe, Sayuri , Toledo, Michelly Louise Sartório Altoé, Greenbaum, L, Wang, C, Lee, B, Nast, Cynthia C. , Page, J La, Stroger, John H, Itteera, M. , Neu, Alicia M. , Boynton, Sara Ashley, Chernitskiy, Vladimir, Reidy, K, Kopp, J, Castro-Rubio, E, Brede, E, Blake, J. Thomas, Modersitzki, F, Lafayette, R, Mehta, K. , Johnstone, Duncan B., Pfeffer, Zoe, Cattran, D, Hladunewich, M, Reich, H, Ling, P., Romano, M, Barisoni, L, Bidot, Carlos, Kretzler, M, Williams, A, Pitter, R, Gibson, K, Grubbs, S, Froment, Anne, Holzman, L, Kallem, K., Cerecino, F J, Johnson, N, Jefferson, A, Tuttle, Katherine R. , Klepach, K, Kelton, M, Cooper, Ann , Lin, J J, Spainhour, Mitzie, Gray, S, Barisoni, L, Gillespie, B, Gipson, D, Holzman, L, Mariani, Laura , Song, Peter X.‐K. , Kincaid, Colleen, Lienczewski, Chrysta, Mainieri, T, Williams, Anna , Ávila-Casado, Carmen , Bagnasco, Serena M. , Gaut, Joseph P. , Hewitt, Stephen M. , Palmer, M, Rosenberg, A, Royal, Virginie , Barisoni, L, Nast, C, Roy, Cindy N., Urv, T, Dell, K, Greenbaum, L, Lee, B, Page, J La, Stroger, John H, Reidy, K, Kopp, J, Brede, E, Modersitzki, F, Lafayette, R, Gadegbeku, C, Cattran, D, Hladunewich, M, Reich, H, Romano, M, Pitter, R, Gibson, K, Cerecino, F J, Jefferson, A, Lin, J J, Gray, S, Kretzler, M, Gillespie, B, Gipson, D, Mariani, L, Mainieri, T, Williams, A, Mariani, L, Palmer, M, Rosenberg, A, Barisoni, L, Urv, T, Wang, Chia-Shi , Tuttle, Katherine R , Hogan, Marie C , Fornoni, Alessia , Fervenza, Fernando C. , Kopp, Jeffrey B. , Greenbaum, Larry A. , Sedor, John R. , Lieske, John C. , Srivastava, Tarak , Hladunewich, Michelle , Tuttle, Katherine R, Singer, Pamela S. , Barisoni, Laura , Gipson, Debbie S , Network, the Nephrotic Syndrome Study, Dell, K, Lemley, K, Greenbaum, L, Lee, B, Page, J La, Stroger, John H, Reidy, K, Kopp, J, Brede, E, Zhdanova, Olga A. , Modersitzki, F, Vento, Sandro , Lafayette, R, Cattran, D, Hladunewich, M, Reich, H, Romano, M, Barisoni, L, Bidot, C, Kretzler, M, Williams, A, Pitter, R, Gibson, K, Holzman, L, Cerecino, F J, Jefferson, A, Freedman, Barry I. , Lin, J J, Gray, S, Barisoni, L, Gillespie, B, Gipson, D, Holzman, L, Sampson, Matthew Gordon , Zee, Jarcy , Mainieri, T, Hodgin, Jeffrey B. , Palmer, M, Rosenberg, A, Thomas, D, Barisoni, L, Nast, C, Abbott, Kevin C. , Roy, C, Urv, T, Brooks, Philip John , Dell, K, Greenbaum, L, Lee, B, Page, J La, Stroger, John H, Reidy, K, Kopp, J, Brede, E, Modersitzki, F, Lafayette, R, Gadegbeku, C, Cattran, D, Hladunewich, M, Reich, H, Romano, M, Bidot, C, Pitter, R, Gibson, K, Cerecino, F J, Jefferson, A, Lin, J J, Gray, S, Kretzler, M, Gillespie, B, Gipson, D, Mariani, L, Mainieri, T, Williams, A, Mariani, L, Palmer, M, Rosenberg, A, Thomas, D, Barisoni, L, Roy, C, Urv, T, Troost, Jonathan P.

Clinical Kidney Journal | July 3, 2019 | Volume: 13 | Issue: 4 | Pages: 597-606

10.1093/ckj/sfz092 Get It

Abstract Background Understanding the relationship between clinical and patient-reported outcomes (PROs) will help support clinical care and future clinical trial design of novel therapies for focal segmental glomerulosclerosis (FSGS). Methods FSGS patients ≥8 years of age enrolled in the Nephrotic Syndrome Study Network completed Patient-Reported Outcomes Measurement Information System PRO measures of health-related quality of life (HRQoL) (children: global health, mobility, fatigue, pain interference, depression, anxiety, stress and peer relationships; adults: physical functioning, fatigue, pain interference, sleep impairment, mental health, depression, anxiety and social satisfaction) at baseline and during longitudinal follow-up for a maximum of 5 years. Linear mixed-effects models were used to determine which demographic, clinical and laboratory features were associated with PROs for each of the eight children and eight adults studied. Results There were 45 children and 114 adult FSGS patients enrolled that had at least one PRO assessment and 519 patient visits. Multivariable analyses among children found that edema was associated with global health (−7.6 points, P = 0.02) and mobility (−4.2, P = 0.02), the number of reported symptoms was associated with worse depression (−2.7 per symptom, P = 0.009) and anxiety (−2.3, P = 0.02) and the number of emergency room (ER) visits in the prior 6 months was associated with worse mobility (−2.8 per visit, P < 0.001) and fatigue (−2.4, P = 0.03). Multivariable analyses among adults found the number of reported symptoms was associated with worse function in all eight PROMIS measures and the number of ER visits was associated with worse fatigue, pain interference, sleep impairment, depression, anxiety and social satisfaction. Laboratory markers of disease severity (i.e. proteinuria, estimated glomerular filtration rate and serum albumin) did not predict PRO in multivariable analyses, with the single exception of complete remission and better pain interference scores among children (+9.3, P = 0.03). Conclusions PROs provide important information about HRQoL for persons with FSGS that is not captured solely by the examination of laboratory-based markers of disease. However, it is critical that instruments capture the patient experience and FSGS clinical trials may benefit from a disease-specific instrument more sensitive to within-patient changes.
A case of multiple myeloma presenting with uric acid kidney stones
Salameh, Hassan, Hamadah, Abdurrahman , Chiu, April , Leung, Nelson , Leung, Nelson , Sirac, Christophe , Bender, Sébastien , Cornell, Lynn D. , Fornoni, Alessia

Journal of Onco-Nephrology | April 12, 2019 | Volume: 3 | Issue: 2 | Pages: 98-102

10.1177/2399369319841388 Get It

Kidney disease is common in patients with multiple myeloma. Patients often present with acute kidney failure most commonly the result of light chain cast nephropathy. Presentation can also be in the form of nephrotic syndrome associated with immunoglobulin light chain amyloidosis or monoclonal immunoglobulin deposition disease and tubulopathy as in acquired light chain Fanconi syndrome. We present a case of a 56-year-old male with multiple myeloma who presented with chronic kidney disease and uric acid stones. Chemical analysis of the nephrolithiasis showed it to be entirely composed of uric acid. Fractional excretion of uric acid was elevated at 35.9%. Kidney biopsy was consistent with light chain proximal tubulopathy. Bone marrow biopsy showed 30% kappa light chain–restricted plasma cells. Genetic sequencing identified the light chain to be from the Vk1-33 subgroup. The patient was treated with bortezomib, cyclophosphamide, and dexamethasone, with improvement of his kidney function. This case illustrates a rare presentation of multiple myeloma.