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Triplet Therapy, Transplantation, and Maintenance until Progression in Myeloma.
Richardson, Paul G; Jacobus, Susanna J; Weller, Edie A; Hassoun, Hani; Lonial, Sagar; Raje, Noopur S; Medvedova, Eva; McCarthy, Philip L; Libby, Edward N; Voorhees, Peter M; Orlowski, Robert Z; Anderson, Larry D; Zonder, Jeffrey A; Milner, Carter P; Gasparetto, Cristina; Agha, Mounzer E; Khan, Abdullah M; Hurd, David D; Gowin, Krisstina; Kamble, Rammurti T; Jagannath, Sundar; Nathwani, Nitya; Alsina, Melissa; Cornell, R Frank; Hashmi, Hamza; Campagnaro, Erica L; Andreescu, Astrid C; Gentile, Teresa; Liedtke, Michaela; Godby, Kelly N; Cohen, Adam D; Openshaw, Thomas H; Pasquini, Marcelo C; Giralt, Sergio A; Kaufman, Jonathan L; Yee, Andrew J; Scott, Emma; Torka, Pallawi; Foley, Amy; Fulciniti, Mariateresa; Hebert, Kyle; Samur, Mehmet K; Masone, Kelly; Maglio, Michelle E; Zeytoonjian, Andrea A; Nadeem, Omar; Schlossman, Robert L; Laubach, Jacob P; Paba-Prada, Claudia; Ghobrial, Irene M.
Affiliation
  • Richardson PG; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Jacobus SJ; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Weller EA; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Hassoun H; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Lonial S; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Raje NS; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Medvedova E; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • McCarthy PL; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Libby EN; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Voorhees PM; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Orlowski RZ; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Anderson LD; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Zonder JA; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Milner CP; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Gasparetto C; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Agha ME; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Khan AM; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Hurd DD; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Gowin K; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Kamble RT; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Jagannath S; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Nathwani N; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Alsina M; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Cornell RF; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Hashmi H; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Campagnaro EL; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Andreescu AC; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Gentile T; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Liedtke M; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Godby KN; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Cohen AD; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Openshaw TH; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Pasquini MC; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Giralt SA; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Kaufman JL; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Yee AJ; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Scott E; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Torka P; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Foley A; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Fulciniti M; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Hebert K; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Samur MK; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Masone K; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Maglio ME; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Zeytoonjian AA; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Nadeem O; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Schlossman RL; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Laubach JP; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Paba-Prada C; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
  • Ghobrial IM; From the Department of Medical Oncology, Dana-Farber Cancer Institute, Jerome Lipper Multiple Myeloma Center (P.G.R., M.F., M.K.S., K.M., M.E.M., A.A.Z., O.N., R.L.S., J.P.L., C.P.-P., I.M.G., K.C.A., N.C.M.), the Department of Data Science, Dana-Farber Cancer Institute (S.J.J., K.H.), the Division
N Engl J Med ; 387(2): 132-147, 2022 07 14.
Article in En | MEDLINE | ID: mdl-35660812
ABSTRACT

BACKGROUND:

In patients with newly diagnosed multiple myeloma, the effect of adding autologous stem-cell transplantation (ASCT) to triplet therapy (lenalidomide, bortezomib, and dexamethasone [RVD]), followed by lenalidomide maintenance therapy until disease progression, is unknown.

METHODS:

In this phase 3 trial, adults (18 to 65 years of age) with symptomatic myeloma received one cycle of RVD. We randomly assigned these patients, in a 11 ratio, to receive two additional RVD cycles plus stem-cell mobilization, followed by either five additional RVD cycles (the RVD-alone group) or high-dose melphalan plus ASCT followed by two additional RVD cycles (the transplantation group). Both groups received lenalidomide until disease progression, unacceptable side effects, or both. The primary end point was progression-free survival.

RESULTS:

Among 357 patients in the RVD-alone group and 365 in the transplantation group, at a median follow-up of 76.0 months, 328 events of disease progression or death occurred; the risk was 53% higher in the RVD-alone group than in the transplantation group (hazard ratio, 1.53; 95% confidence interval [CI], 1.23 to 1.91; P<0.001); median progression-free survival was 46.2 months and 67.5 months. The percentage of patients with a partial response or better was 95.0% in the RVD-alone group and 97.5% in the transplantation group (P = 0.55); 42.0% and 46.8%, respectively, had a complete response or better (P = 0.99). Treatment-related adverse events of grade 3 or higher occurred in 78.2% and 94.2%, respectively; 5-year survival was 79.2% and 80.7% (hazard ratio for death, 1.10; 95% CI, 0.73 to 1.65).

CONCLUSIONS:

Among adults with multiple myeloma, RVD plus ASCT was associated with longer progression-free survival than RVD alone. No overall survival benefit was observed. (Funded by the National Heart, Lung, and Blood Institute and others; DETERMINATION ClinicalTrials.gov number, NCT01208662.).
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Antineoplastic Combined Chemotherapy Protocols / Stem Cell Transplantation / Maintenance Chemotherapy / Multiple Myeloma Type of study: Clinical_trials / Diagnostic_studies Limits: Adult / Humans Language: En Journal: N Engl J Med Year: 2022 Document type: Article

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Antineoplastic Combined Chemotherapy Protocols / Stem Cell Transplantation / Maintenance Chemotherapy / Multiple Myeloma Type of study: Clinical_trials / Diagnostic_studies Limits: Adult / Humans Language: En Journal: N Engl J Med Year: 2022 Document type: Article