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1.
N Engl J Med ; 388(21): 1966-1980, 2023 May 25.
Artículo en Inglés | MEDLINE | ID: mdl-37224198

RESUMEN

BACKGROUND: Upadacitinib, an oral selective Janus kinase (JAK) inhibitor, is under investigation for the treatment of Crohn's disease. METHODS: In two phase 3 induction trials (U-EXCEL and U-EXCEED), we randomly assigned patients with moderate-to-severe Crohn's disease to receive 45 mg of upadacitinib or placebo (2:1 ratio) once daily for 12 weeks. Patients who had a clinical response to upadacitinib induction therapy were randomly assigned in the U-ENDURE maintenance trial to receive 15 mg of upadacitinib, 30 mg of upadacitinib, or placebo (1:1:1 ratio) once daily for 52 weeks. The primary end points for induction (week 12) and maintenance (week 52) were clinical remission (defined as a Crohn's Disease Activity Index score of <150 [range, 0 to 600, with higher scores indicating more severe disease activity]) and endoscopic response (defined as a decrease in the Simple Endoscopic Score for Crohn's Disease [SES-CD; range, 0 to 56, with higher scores indicating more severe disease] of >50% from baseline of the induction trial [or for patients with an SES-CD of 4 at baseline, a decrease of ≥2 points from baseline]). RESULTS: A total of 526 patients underwent randomization in U-EXCEL, 495 in U-EXCEED, and 502 in U-ENDURE. A significantly higher percentage of patients who received 45-mg upadacitinib than those who received placebo had clinical remission (in U-EXCEL, 49.5% vs. 29.1%; in U-EXCEED, 38.9% vs. 21.1%) and an endoscopic response (in U-EXCEL, 45.5% vs. 13.1%; in U-EXCEED, 34.6% vs. 3.5%) (P<0.001 for all comparisons). At week 52 in U-ENDURE, a higher percentage of patients had clinical remission with 15-mg upadacitinib (37.3%) or 30-mg upadacitinib (47.6%) than with placebo (15.1%), and a higher percentage had an endoscopic response with 15-mg upadacitinib (27.6%) or 30-mg upadacitinib (40.1%) than with placebo (7.3%) (P<0.001 for all comparisons). Herpes zoster infections occurred more frequently in the 45-mg and 30-mg upadacitinib groups than in the respective placebo groups, and hepatic disorders and neutropenia were more frequent in the 30-mg upadacitinib group than in the other maintenance groups. Gastrointestinal perforations developed in 4 patients who received 45-mg upadacitinib and in 1 patient each who received 30-mg or 15-mg upadacitinib. CONCLUSIONS: Upadacitinib induction and maintenance treatment was superior to placebo in patients with moderate-to-severe Crohn's disease. (Funded by AbbVie; U-EXCEL, U-EXCEED, and U-ENDURE ClinicalTrials.gov numbers, NCT03345849, NCT03345836, and NCT03345823.).


Asunto(s)
Enfermedad de Crohn , Inhibidores de las Cinasas Janus , Humanos , Enfermedad de Crohn/complicaciones , Enfermedad de Crohn/tratamiento farmacológico , Herpes Zóster/inducido químicamente , Herpes Zóster/etiología , Compuestos Heterocíclicos con 3 Anillos/administración & dosificación , Compuestos Heterocíclicos con 3 Anillos/efectos adversos , Compuestos Heterocíclicos con 3 Anillos/uso terapéutico , Inhibidores de las Cinasas Janus/administración & dosificación , Inhibidores de las Cinasas Janus/efectos adversos , Inhibidores de las Cinasas Janus/uso terapéutico , Neutropenia/inducido químicamente , Neutropenia/etiología , Quimioterapia de Inducción/efectos adversos , Quimioterapia de Inducción/métodos , Quimioterapia de Mantención/efectos adversos , Quimioterapia de Mantención/métodos
2.
N Engl J Med ; 388(26): 2444-2455, 2023 Jun 29.
Artículo en Inglés | MEDLINE | ID: mdl-37379135

RESUMEN

BACKGROUND: Mirikizumab, a p19-directed antibody against interleukin-23, showed efficacy in the treatment of ulcerative colitis in a phase 2 trial. METHODS: We conducted two phase 3, randomized, double-blind, placebo-controlled trials of mirikizumab in adults with moderately to severely active ulcerative colitis. In the induction trial, patients were randomly assigned in a 3:1 ratio to receive mirikizumab (300 mg) or placebo, administered intravenously, every 4 weeks for 12 weeks. In the maintenance trial, patients with a response to mirikizumab induction therapy were randomly assigned in a 2:1 ratio to receive mirikizumab (200 mg) or placebo, administered subcutaneously, every 4 weeks for 40 weeks. The primary end points were clinical remission at week 12 in the induction trial and at week 40 (at 52 weeks overall) in the maintenance trial. Major secondary end points included clinical response, endoscopic remission, and improvement in bowel-movement urgency. Patients who did not have a response in the induction trial were allowed to receive open-label mirikizumab during the first 12 weeks of the maintenance trial as extended induction. Safety was also assessed. RESULTS: A total of 1281 patients underwent randomization in the induction trial, and 544 patients with a response to mirikizumab underwent randomization again in the maintenance trial. Significantly higher percentages of patients in the mirikizumab group than in the placebo group had clinical remission at week 12 of the induction trial (24.2% vs. 13.3%, P<0.001) and at week 40 of the maintenance trial (49.9% vs. 25.1%, P<0.001). The criteria for all the major secondary end points were met in both trials. Adverse events of nasopharyngitis and arthralgia were reported more frequently with mirikizumab than with placebo. Among the 1217 patients treated with mirikizumab during the controlled and uncontrolled periods (including the open-label extension and maintenance periods) in the two trials, 15 had an opportunistic infection (including 6 with herpes zoster infection) and 8 had cancer (including 3 with colorectal cancer). Among the patients who received placebo in the induction trial, 1 had herpes zoster infection and none had cancer. CONCLUSIONS: Mirikizumab was more effective than placebo in inducing and maintaining clinical remission in patients with moderately to severely active ulcerative colitis. Opportunistic infection or cancer occurred in a small number of patients treated with mirikizumab. (Funded by Eli Lilly; LUCENT-1 and LUCENT-2 ClinicalTrials.gov numbers, NCT03518086 and NCT03524092, respectively.).


Asunto(s)
Antiinflamatorios no Esteroideos , Colitis Ulcerosa , Adulto , Humanos , Colitis Ulcerosa/tratamiento farmacológico , Método Doble Ciego , Herpes Zóster/inducido químicamente , Herpes Zóster/etiología , Quimioterapia de Inducción/efectos adversos , Quimioterapia de Inducción/métodos , Quimioterapia de Mantención/efectos adversos , Quimioterapia de Mantención/métodos , Infecciones Oportunistas/inducido químicamente , Infecciones Oportunistas/etiología , Inducción de Remisión , Antiinflamatorios no Esteroideos/administración & dosificación , Antiinflamatorios no Esteroideos/efectos adversos , Antiinflamatorios no Esteroideos/inmunología , Antiinflamatorios no Esteroideos/uso terapéutico , Administración Intravenosa , Absorción Subcutánea
3.
Cancer Sci ; 115(6): 2002-2011, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38498976

RESUMEN

Triplet regimen comprising proteasome inhibitors, immunomodulatory drugs, and dexamethasone (DEX) is a recommended induction/consolidation therapy for multiple myeloma (MM) patients eligible for transplant. In this Japanese phase II study conducted from 2017 to 2019, newly diagnosed MM patients aged 20-65 received four induction cycles with bortezomib (Bor), lenalidomide (Len), and DEX (VRD), followed by Bor and high-dose melphalan with autologous stem cell rescue. Subsequently, they underwent four consolidation cycles with carfilzomib, Len, and DEX (KRD), followed by Len maintenance until disease progression. A total of 141 patients were analyzed. In an intent-to-treat population, the complete or better response post induction was 19.9%, rising to 39.7%, 58.9%, and 62.4% after transplant, consolidation, and 1-year maintenance, respectively. With a median follow-up of 38 months, the 3-year progression-free survival (PFS) rate was 83.5% and the 3-year overall survival rate was 92.5%. Severe adverse events (≥grade 3) occurred in ~30% of patients; however, there was no treatment-related mortality. These findings clearly showed the tolerability and effectiveness of this protocol. Nevertheless, patients with high-risk cytogenetics showed a trend toward lower 3-year PFS than those without (77.8% vs. 89.4%, p = 0.051), and ultra-high-risk cytogenetics (≥2 high-risk cytogenetics) had an even worse prognosis, with 61.2% 3-year PFS. To overcome this situation, a more potent treatment strategy incorporating novel agents such as the CD38-antibody should be assessed in future studies.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica , Bortezomib , Dexametasona , Trasplante de Células Madre Hematopoyéticas , Lenalidomida , Mieloma Múltiple , Trasplante Autólogo , Humanos , Mieloma Múltiple/tratamiento farmacológico , Mieloma Múltiple/terapia , Lenalidomida/administración & dosificación , Lenalidomida/uso terapéutico , Persona de Mediana Edad , Femenino , Masculino , Anciano , Adulto , Trasplante de Células Madre Hematopoyéticas/métodos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Dexametasona/administración & dosificación , Dexametasona/uso terapéutico , Bortezomib/administración & dosificación , Bortezomib/uso terapéutico , Quimioterapia de Consolidación/métodos , Melfalán/administración & dosificación , Melfalán/uso terapéutico , Oligopéptidos/uso terapéutico , Oligopéptidos/administración & dosificación , Quimioterapia de Inducción/métodos , Supervivencia sin Progresión , Adulto Joven , Quimioterapia de Mantención/métodos
4.
Cancer Immunol Immunother ; 73(7): 125, 2024 May 11.
Artículo en Inglés | MEDLINE | ID: mdl-38733402

RESUMEN

BACKGROUND: Despite the success of PD-1 blockade in recurrent/metastatic nasopharyngeal carcinoma (NPC), its effect for locoregionally advanced NPC (LANPC) remains unclear. This study aimed to evaluate the benefit of adding PD-1 blockade to the current standard treatment (gemcitabine and cisplatin IC  plus cisplatin CCRT ) for LANPC patients. METHODS: From January 2020 to November 2022, 347 patients with non-metastatic high-risk LANPC (stage III-IVA, excluding T3-4N0) were included. Of the 347 patients, 268 patients were treated with standard treatment (IC-CCRT), and 79 received PD-1 blockade plus IC-CCRT (PD-1 group). For the PD-1 group, PD-1 blockade was given intravenously once every 3 weeks for up to 9 cycles (3 induction and 6 adjuvant). The primary endpoint was disease-free survival (DFS) (i.e. freedom from local/regional/distant failure or death). The propensity score matching (PSM) with the ratio of 1:2 was performed to control confounding factors. RESULTS: After PSM analysis, 150 patients receiving standard treatment and 75 patients receiving additional PD-1 blockade remained in the current analysis. After three cycles of IC, the PD-1 group had significantly higher rates of complete response (defined as disappearance of all target lesions; 24% vs. 9%; P = 0.006) and complete biological response (defined as undetectable cell-free Epstein-Barr virus DNA, cfEBV DNA; 79% vs. 65%; P = 0.046) than that in the standard group. And the incidence of grade 3-4 toxicity during IC was 47% in the PD-1 group and 41% in the standard group, with no significant difference (P = 0.396). During follow-up period, additional PD-1 blockade to standard treatment improved 3-year DFS from 84 to 95%, with marginal statistical significance (HR, 0.28; 95%CI, 0.06-1.19; P = 0.064). CONCLUSION: Additiaonl PD-1 blockade to gemcitabine and cisplatin IC and adjuvant treatment results in significant improvement in tumor regression, cfEBV DNA clearance, superior DFS, and comparable toxicity profiles in high-risk LANPC patients.


Asunto(s)
Quimioradioterapia , Quimioterapia de Inducción , Carcinoma Nasofaríngeo , Neoplasias Nasofaríngeas , Puntaje de Propensión , Humanos , Masculino , Femenino , Carcinoma Nasofaríngeo/terapia , Carcinoma Nasofaríngeo/mortalidad , Carcinoma Nasofaríngeo/tratamiento farmacológico , Persona de Mediana Edad , Quimioradioterapia/métodos , Adulto , Neoplasias Nasofaríngeas/terapia , Neoplasias Nasofaríngeas/mortalidad , Neoplasias Nasofaríngeas/tratamiento farmacológico , Quimioterapia de Inducción/métodos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Anciano , Cisplatino/uso terapéutico , Cisplatino/administración & dosificación , Cisplatino/efectos adversos , Desoxicitidina/análogos & derivados , Desoxicitidina/uso terapéutico , Desoxicitidina/administración & dosificación , Estudios Retrospectivos , Gemcitabina
5.
World J Urol ; 42(1): 315, 2024 May 11.
Artículo en Inglés | MEDLINE | ID: mdl-38734774

RESUMEN

INTRODUCTION: The combination of sequential intravesical gemcitabine and docetaxel (Gem/Doce) chemotherapy has been considered a feasible option for BCG (Bacillus Calmette-Guérin) treatment in non-muscle invasive bladder cancer (NMIBC), gaining popularity during BCG shortage period. We seek to determine the efficacy of the treatment by comparing Gem/Doce induction alone vs induction with maintenance, and to evaluate the treatment outcomes of two different dosage protocols. METHODS: A bi-center retrospective analysis of consecutive patients treated with Gem/Doce for NMIBC between 2018 and 2023 was performed. Baseline characteristics, risk group stratification (AUA 2020 guidelines), pathological, and surveillance reports were collected. Kaplan-Meier survival analysis was performed to detect Recurrence-free survival (RFS). RESULTS: Overall, 83 patients (68 males, 15 females) with a median age of 73 (IQR 66-79), and a median follow-up time of 18 months (IQR 9-25), were included. Forty-one had an intermediate-risk disease (49%) and 42 had a high-risk disease (51%). Thirty-seven patients (45%) had a recurrence; 19 (23%) had a high-grade recurrence. RFS of Gem/Doce induction-only vs induction + maintenance was at 6 months 88% vs 100%, at 12 months 71% vs 97%, at 18 months 57% vs 91%, and at 24 months 31% vs 87%, respectively (log-rank, p < 0.0001). Patients who received 2 g Gemcitabine with Docetaxel had better RFS for all-grade recurrences (log-rank, p = 0.017). However, no difference was found for high-grade recurrences. CONCLUSION: Gem/Doce induction with maintenance resulted in significantly better RFS than induction-only. Combining 2 g gemcitabine with docetaxel resulted in better RFS for all-grade but not for high-grade recurrences. Further prospective trials are necessary to validate our results.


Asunto(s)
Desoxicitidina , Docetaxel , Gemcitabina , Invasividad Neoplásica , Neoplasias de la Vejiga Urinaria , Humanos , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Neoplasias de la Vejiga Urinaria/patología , Docetaxel/administración & dosificación , Desoxicitidina/análogos & derivados , Desoxicitidina/administración & dosificación , Masculino , Femenino , Anciano , Estudios Retrospectivos , Administración Intravesical , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Quimioterapia de Mantención/métodos , Quimioterapia de Inducción/métodos , Relación Dosis-Respuesta a Droga , Resultado del Tratamiento , Medición de Riesgo , Neoplasias Vesicales sin Invasión Muscular
6.
Am J Hematol ; 99(2): 274-283, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38164978

RESUMEN

Thromboembolism (TE) is associated with reduced survival in pediatric acute lymphoblastic leukemia (ALL). It has been hypothesized that TE might signal leukemic aggressiveness. The objective was to determine risk factors for TE during ALL induction (TEind ) therapy and whether TEind is associated with treatment refractoriness. This retrospective cohort study using the population-based Cancer in Young People Canada (CYP-C) registry included children <15 years of age diagnosed with ALL (2000-2019) and treated at one of 12 Canadian pediatric centers outside of Ontario. Univariate and multivariable logistic regression models were used to determine risk factors for TEind and whether TEind predicted induction failure and ALL treatment intensification. The impact of TEind on overall and event-free survival was estimated using Cox proportional hazard regression models. The study included 2589 children, of which 45 (1.7%) developed a TEind . Age (<1 year and ≥10 years vs. 1-<10 years), T-cell phenotype, high-risk ALL, and central nervous system involvement were all associated with TEind in univariate analysis. Age and T-cell phenotype remained independent predictors of TEind in multivariable analysis. Induction failure occurred in 53 patients (2.1%). TEind was not associated with induction failure (OR: not estimable) or treatment intensification (adjusted OR [95% CI]: 0.66 [0.26-1.69]). TEind was independently associated with overall survival (adjusted HR [95% CI]: 2.54 [1.20-5.03]) but not event-free survival (adjusted HR [95% CI] 1.86 [0.98-3.51]). In this population-based study of children treated with contemporary chemotherapy protocols, TEind was associated with age and T-cell phenotype and mortality but did not predict induction failure.


Asunto(s)
Leucemia-Linfoma Linfoblástico de Células Precursoras , Tromboembolia , Trombosis , Niño , Humanos , Adolescente , Lactante , Resultado del Tratamiento , Quimioterapia de Inducción/efectos adversos , Quimioterapia de Inducción/métodos , Estudios Retrospectivos , Leucemia-Linfoma Linfoblástico de Células Precursoras/complicaciones , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamiento farmacológico , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Factores de Riesgo , Trombosis/tratamiento farmacológico , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Tromboembolia/tratamiento farmacológico , Ontario
7.
J Oncol Pharm Pract ; 30(5): 945-949, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38509800

RESUMEN

INTRODUCTION: Traditional chemotherapy dosing is based on body surface area (BSA) using standard formulas, which can pose challenges in dosing patients at body weight extremes. Studies suggest that chemotherapy dosing according to actual body weight does not increase toxicity in obese patients and current guidelines recommend full weight-based dosing of chemotherapy regardless of body mass index (BMI). However, the dosing of anthracyclines in obese patients can be challenging given limitations in maximum cumulative dosage, particularly in those at very extreme BMI. In this case, we highlight the difficulties of dosing anthracycline-based induction chemotherapy in a patient with newly diagnosed acute myeloid leukemia (AML) and BMI >90 kg/m2. CASE REPORT: A 40-year-old female with morbid obesity is diagnosed with AML (nucleophosmin 1 (NPMI) and isocitrate dehydrogenase-2 mutated, FMS-like tyrosine kinase 3-Internal tandem duplication negative). MANAGEMENT AND OUTCOME: The patient was initiated on induction therapy with 7 + 3 with dose capping of BSA at 2.75 m2 (cytarabine 200 mg/m2 continuous infusion over 24 h for 7 days, plus daunorubicin 60 mg/m2 slow intravenous push for 3 days), followed by two cycles of high-dose cytarabine consolidation therapy using actual BSA. The patient achieved morphologic complete remission; however, measurable residual disease testing for NPM1 remained positive after induction therapy. DISCUSSION: This case suggests that dose capping of anthracyclines in the treatment of newly diagnosed AML may be an effective and safe treatment alternative in those with extreme BMI elevations beyond what has been studied in the literature. Given the increasing incidence of morbid obesity, further studies are needed to confirm appropriate dosing of anthracycline-based regimens at upper BMI extremes (>60 kg/m2).


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica , Citarabina , Daunorrubicina , Quimioterapia de Inducción , Leucemia Mieloide Aguda , Obesidad Mórbida , Humanos , Femenino , Adulto , Leucemia Mieloide Aguda/tratamiento farmacológico , Quimioterapia de Inducción/métodos , Citarabina/administración & dosificación , Daunorrubicina/administración & dosificación , Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Nucleofosmina , Índice de Masa Corporal
8.
Eur Arch Otorhinolaryngol ; 281(2): 775-784, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-37707615

RESUMEN

PURPOSE: In this study, we aimed to evaluate the role of induction chemotherapy (IC) in the treatment of locoregionally advanced sinonasal squamous cell carcinoma (SNSCC). METHODS: 130 patients who accepted IC between 2010 and 2022 were retrospectively reviewed. After IC, all the patients underwent chemoradiotherapy (CRT)/ radiotherapy (RT) or CRT/RT followed by surgery. We investigated the objective response to IC, the optimal treatment strategy, organ preservation, and long-term survival. RESULTS:  Eighty-seven patients (66.9%) achieved a partial response after IC. 86% (27/43) of the patients who did not respond to the IC still presented a sensitive response to radiotherapy (χ2 = 9.26, p = 0.005). Patients who respond to IC could benefit from CRT/RT followed by surgery over other treatment modalities. The 3-year overall survival (OS), progression-free survival (PFS), locoregional-free survival (LRFS), and distant metastasis-free survival (DMFS) rates of 61.2%, 51.3%, 52.1%, 58.1% for the IC response group were significantly superior to those of 37.3% (HR = 0.58, 95% CI 0.34-1.01, p = 0.030), 33.5% (HR = 0.49, 95% CI 0.30-0.82, p = 0.002), 35.9% (HR = 0.54, 95% CI 0.32-0.91, p = 0.009), 36.1% (HR = 0.60, 95% CI 0.35-1.03, p = 0.040) for the IC non-response group. Patients who responded to IC had a high rate of organ preservation compared with patients who did not respond to IC (90.8% vs. 74.4%, χ2 = 6.19, p = 0.013). CONCLUSIONS: The results demonstrated a response rate to IC in patients with advanced SNSCC; furthermore, the response to IC indicated better survival. Patients who responded to IC had a high rate of organ preservation.


Asunto(s)
Carcinoma de Células Escamosas , Neoplasias Nasofaríngeas , Neoplasias de los Senos Paranasales , Humanos , Carcinoma Nasofaríngeo/tratamiento farmacológico , Neoplasias Nasofaríngeas/radioterapia , Terapia Neoadyuvante , Estudios Retrospectivos , Preservación de Órganos , Supervivencia sin Enfermedad , Carcinoma de Células Escamosas de Cabeza y Cuello/tratamiento farmacológico , Quimioradioterapia/efectos adversos , Neoplasias de los Senos Paranasales/tratamiento farmacológico , Carcinoma de Células Escamosas/tratamiento farmacológico , Quimioterapia de Inducción/métodos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico
9.
J Pak Med Assoc ; 74(5): 868-873, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38783432

RESUMEN

Objectives: To compare the efficacy of mycophenolate mofetil with intravenous cyclophosphamideas induction therapy in lupus nephritis. METHODS: The observational, prospecrive, cohort study was conducted at the Rheumatology Department of Fatima Memorial Hospital, Lahore, Pakistan, from July 2016 to June 2019, and comprised lupus nephritis patients. For induction therapy, the patients were assigned at the discretion of the treating rheumatologist to mycophenolate mofetil group MMF, and intravenous cyclophosphamide group CYC. The latter group was further divided into NIH subgroup that received the therapy as per the protocol of the National Institutes of Health, and ELNT subgroup which recived the therapy as per the Euro Lupus Nephritis Trial protocol. Maintenance therapy in all groups was mycophenolate mofetil. Tacrolimus was added in case of non-response. The outcome was the achievement of complete renal response at 6, 12 and 24 months. Data was analysed using SPSS 26. RESULTS: Of the 131 patients, 126(96.2%) were females. The overall mean age was 27±7.7 years. There were 58(44.2%) patients in group MMF and 73(55.7%) in group CYC, which had subgroup NIH 46(63%) and subgrpup ELNT 27(37%). The complete renal response rates at 6, 12, and 24 months were 22 (43.1%), 35 (71.4%), and 40(83.3%) for group MMF; 5(12.5%), 9(22%) and 24 (58.5%) for subgroup NIH, and 6(26.1%), 8(36.4%) and 14(63.6%) for subgroup ELNT. Group MMF outcomes were significantly better than the rest (p<0.05). CONCLUSIONS: Mycophenolate mofetil induction therapy was more effective than intraveenous cyclophosphamide in terms of achieving remission at 6, 12 and 24 months.


Asunto(s)
Ciclofosfamida , Inmunosupresores , Nefritis Lúpica , Ácido Micofenólico , Centros de Atención Terciaria , Humanos , Nefritis Lúpica/tratamiento farmacológico , Ácido Micofenólico/uso terapéutico , Ciclofosfamida/uso terapéutico , Femenino , Adulto , Pakistán , Masculino , Inmunosupresores/uso terapéutico , Adulto Joven , Resultado del Tratamiento , Estudios de Cohortes , Tacrolimus/uso terapéutico , Quimioterapia de Inducción/métodos , Inducción de Remisión/métodos
10.
Clin Gastroenterol Hepatol ; 21(10): 2616-2628.e7, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-36623678

RESUMEN

BACKGROUND & AIMS: The efficacy and safety of ritlecitinib (oral JAK3/TEC family kinase inhibitor) and brepocitinib (oral TYK2/JAK1 inhibitor) as induction therapy were assessed in patients with active, moderate-to-severe ulcerative colitis. METHODS: This phase 2b, parallel-arm, double-blind umbrella study randomized patients with moderate-to-severe ulcerative colitis to receive 8-week induction therapy with ritlecitinib (20, 70, 200 mg), brepocitinib (10, 30, 60 mg), or placebo once daily. The primary endpoint was total Mayo Score (TMS) at week 8. RESULTS: Of 319 randomized patients, 317 received ritlecitinib (n = 150), brepocitinib (n = 142), or placebo (n = 25). The placebo-adjusted mean TMSs (90% confidence interval) at week 8 were -2.0 (-3.2 to -0.9), -3.9 (-5.0 to -2.7), and -4.6 (-5.8 to -3.5) for ritlecitinib 20, 70, and 200 mg, respectively (P = .003, P < .001, P < .001), and -1.8 (-2.9 to -0.7), -2.3 (-3.4 to -1.1), and -3.2 (-4.3 to -2.1) for brepocitinib 10, 30, and 60 mg, respectively (P = .009, P = .001, P < .001). Estimates (90% confidence interval) for placebo-adjusted proportions of patients with modified clinical remission at week 8 were 13.7% (0.5%-24.2%), 32.7% (20.2%-45.3%), and 36.0% (23.6%-48.6%) for ritlecitinib 20, 70, and 200 mg, respectively, and 14.6% (1.9%-25.7%), 25.5% (11.0%-38.1%), and 25.5% (11.0%-38.1%) for brepocitinib 10, 30, and 60 mg, respectively. Adverse events were mostly mild, and there were no serious cases of herpes zoster infection. Infections were observed with brepocitinib (16.9% [12.5%-23.7%]), ritlecitinib (8.7% [5.2%-13.4%]), and placebo (4.0% [0.2%-17.6%]). One death due to myocardial infarction (ritlecitinib) and 1 thromboembolic event (brepocitinib) occurred; both were considered unrelated to study drug. CONCLUSIONS: Ritlecitinib and brepocitinib induction therapies were more effective than placebo for the treatment of moderate-to-severe active ulcerative colitis, with an acceptable short-term safety profile. CLINICALTRIALS: gov number: NCT02958865.


Asunto(s)
Colitis Ulcerosa , Humanos , Colitis Ulcerosa/tratamiento farmacológico , Colitis Ulcerosa/etiología , Inducción de Remisión , Quimioterapia de Inducción/métodos , Método Doble Ciego , Índice de Severidad de la Enfermedad , Resultado del Tratamiento
11.
Ann Surg Oncol ; 30(4): 2401-2408, 2023 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-36153440

RESUMEN

BACKGROUND: Effective chemotherapy (CTx) protocols as induction treatment provide increasing opportunities for surgical resection of locally advanced pancreatic cancer (LAPC). Although improved survival after resection of LAPC with CTx has been reported for selected patients, reliable recommendations on the indication for conversion surgery after induction treatment are currently lacking. We investigated the factors predictive of prognosis in resected LAPC after FOLFIRINOX. METHODS: Consecutive patients with LAPC undergoing curative resection after FOLFIRINOX between 2011 and 2018 were identified from a prospectively maintained database. Relevant clinical parameters and CT findings were examined. A scoring system was developed based on the ratio of hazard ratios for overall survival of all significant predictors. RESULTS: A total of 62 patients with LAPC who underwent oncologic resection after FOLFIRINOX were analyzed. Tumor shrinkage, tumor density, and postchemotherapy CA19-9 serum levels were independently associated with overall survival (multivariate analysis: HR = 0.31, 0.17, and 0.18, respectively). One, two, and two points were allocated to these three factors in the proposed scoring system, respectively. The median overall survival of patients with a score from 0 to 2 was significantly shorter than that of patients with a score from 3 to 5 (22.1 months vs. 53.2 months, P < 0.001). CONCLUSIONS: Tumor density is a novel predictive marker for the prognosis of patients with resected LAPC after FOLFIRINOX. A simple scoring model incorporating tumor density, the tumor shrinkage rate, and CA 19-9 levels identifies patients with a low score, who may be candidates for additional treatment.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica , Neoplasias Pancreáticas , Humanos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias Pancreáticas/tratamiento farmacológico , Neoplasias Pancreáticas/cirugía , Neoplasias Pancreáticas/patología , Quimioterapia de Inducción/métodos , Terapia Neoadyuvante/métodos , Fluorouracilo , Leucovorina , Pronóstico
12.
Eur Radiol ; 33(3): 2171-2184, 2023 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-36355201

RESUMEN

OBJECTIVES: To establish an effective dynamic nomogram combining magnetic resonance imaging (MRI) findings of primary tumor and regional lymph nodes with tumor stage for the pretreatment prediction of induction chemotherapy (IC) response in locoregionally advanced nasopharyngeal carcinoma (LANPC). METHODS: A total of 498 LANPC patients (372 in the training and 126 in the validation cohort) with MRI information were enrolled. All patients were classified as "favorable responders" and "unfavorable responders" according to tumor response to IC. A nomogram for IC response was built based on the results of the logistic regression model. Also, the Cox regression analysis was used to identify the independent prognostic factors of disease-free survival (DFS). RESULTS: After two cycles of IC, 340 patients were classified as "favorable responders" and 158 patients as "unfavorable responders." Calibration curves revealed satisfactory agreement between the predicted and the observed probabilities. The nomogram achieved an AUC of 0.855 (95% CI, 0.781-0.930) for predicting IC response, which outperformed TNM staging (AUC, 0.661; 95% CI 0.565-0.758) and the MRI feature-based model alone (AUC, 0.744; 95% CI 0.650-0.839) in the validation cohort. The nomogram was used to categorize patients into high- and low-response groups. An online dynamic model was built ( https://nomogram-for-icresponse-prediction.shinyapps.io/DynNomapp/ ) to facilitate the application of the nomogram. In the Cox multivariate analysis, clinical stage, tumor necrosis, EBV DNA levels, and cervical lymph node numbers were independently associated with DFS. CONCLUSIONS: The comprehensive nomogram incorporating MRI features and tumor stage could assist physicians in predicting IC response and formulating personalized treatment strategies for LANPC patients. KEY POINTS: • The nomogram can predict IC response in endemic LANPC. • The nomogram combining tumor stage with MRI-based tumor features showed very good predictive performance. • The nomogram was transformed into a web-based dynamic model to optimize clinical application.


Asunto(s)
Neoplasias Nasofaríngeas , Nomogramas , Humanos , Carcinoma Nasofaríngeo/patología , Pronóstico , Quimioterapia de Inducción/métodos , Neoplasias Nasofaríngeas/diagnóstico por imagen , Neoplasias Nasofaríngeas/tratamiento farmacológico , Neoplasias Nasofaríngeas/patología , Imagen por Resonancia Magnética/métodos
13.
Eur Radiol ; 33(12): 9052-9062, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37405505

RESUMEN

OBJECTIVES: To evaluate the predictive performance of pretreatment dual-energy CT (DECT) for early response to induction chemotherapy and survival in nasopharyngeal carcinoma (NPC). METHODS: In this retrospective study, 56 NPC patients who underwent pretreatment DECT scans with posttreatment follow-up were enrolled. The DECT-derived normalised iodine concentration (nIC), effective atomic number (Zeff), 40-180 keV (20 keV interval), and Mix-0.3 value of the tumour lesions were measured to predict the early response to induction chemotherapy and survival in nasopharyngeal carcinoma. The Mann‒Whitney U test, ROC analysis, Kaplan‒Meier method with log-rank test, and Cox proportional hazards model were performed to evaluate the predictive performance of DECT parameters, respectively. RESULTS: Among all DECT-derived parameters, ROC analysis showed the predictive performances of nIC and Zeff values for early objective response to induction chemotherapy (AUCs of 0.803 and 0.826), locoregional failure-free survival (AUCs of 0.786 and 0.767), progression-free survival (AUCs of 0.856 and 0.731) and overall survival (AUCs of 0.765 and 0.799) in NPC patients, respectively (all p < 0.05). Moreover, multivariate analysis showed that a high nIC value was an independent predictor of poor survival in NPC. In addition, survival analysis indicated that NPC patients with higher nIC values in primary tumours tend to have lower 5-year locoregional failure-free survival, progression-free survival and overall survival rates than those with lower nIC values. CONCLUSIONS: DECT-derived nIC and Zeff values can predict early response to induction chemotherapy and survival in NPC; in particular, a high nIC value is an independent predictive factor of poor survival in NPC. CLINICAL RELEVANCE STATEMENT: Preoperative dual-energy computed tomography may provide predictive value for early response and survival outcomes in patients with nasopharyngeal carcinoma, and facilitate their clinical management. KEY POINTS: • Pretreatment dual-energy computed tomography helps to predict early response to therapy and survival in NPC. • NIC and Zeff values derived from dual-energy computed tomography can predict early objective response to induction chemotherapy and survival in NPC. • A high nIC value is an independent predictive factor of poor survival in NPC.


Asunto(s)
Quimioterapia de Inducción , Neoplasias Nasofaríngeas , Humanos , Carcinoma Nasofaríngeo/diagnóstico por imagen , Carcinoma Nasofaríngeo/tratamiento farmacológico , Estudios Retrospectivos , Quimioterapia de Inducción/métodos , Tomografía Computarizada por Rayos X/métodos , Neoplasias Nasofaríngeas/diagnóstico por imagen , Neoplasias Nasofaríngeas/tratamiento farmacológico
14.
Clin Radiol ; 78(9): e644-e653, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-37331848

RESUMEN

AIM: To establish and validate radiomic models for response prediction to induction chemotherapy (IC) in nasopharyngeal carcinoma (NPC) using the radiomic features from pretreatment MRI. MATERIALS AND METHODS: This retrospective analysis included 184 consecutive NPC patients, 132 in the primary cohort and 52 in the validation cohort. Radiomic features were derived from contrast-enhanced T1-weighted imaging (CE-T1) and T2-weighted imaging (T2-WI) for each subject. The radiomic features were then selected and combined with clinical characteristics to build radiomic models. The potential of the radiomic models was evaluated based on its discrimination and calibration. To measure the performance of these radiomic models in predicting the treatment response to IC in NPC, the area under the receiver operating characteristic curve (AUC), and sensitivity, specificity, and accuracy were used. RESULTS: Four radiomic models were constructed in the present study including the radiomic signature of CE-T1, T2-WI, CE-T1 + T2-WI, and the radiomic nomogram of CE-T1. The radiomic signature of CE-T1 + T2-WI performed well in distinguishing response and non-response to IC in patients with NPC, which yielded an AUC of 0.940 (95% CI, 0.885-0.974), sensitivity of 83.1%, specificity of 91.8%, and accuracy of 87.1% in the primary cohort, and AUC of 0.952 (95% CI, 0.855-0.992), sensitivity of 74.2%, specificity of 95.2%, and accuracy of 82.7% in the validation cohort. CONCLUSION: MRI-based radiomic models could be helpful for personalised risk stratification and treatment in NPC patients receiving IC.


Asunto(s)
Quimioterapia de Inducción , Neoplasias Nasofaríngeas , Humanos , Carcinoma Nasofaríngeo/diagnóstico por imagen , Carcinoma Nasofaríngeo/tratamiento farmacológico , Quimioterapia de Inducción/métodos , Estudios Retrospectivos , Imagen por Resonancia Magnética/métodos , Neoplasias Nasofaríngeas/diagnóstico por imagen , Neoplasias Nasofaríngeas/tratamiento farmacológico
15.
Eur Arch Otorhinolaryngol ; 280(12): 5409-5416, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37530857

RESUMEN

OBJECTIVE: To establish a nomogram for prediction of prognosis in EGFR-positive advanced nasopharyngeal carcinoma (NPC) patients who were treated with induction chemotherapy (IC) and concurrent chemoradiotherapy (CCRT). The clinical data of 124 NPC patients who received IC sequential CCRT combined with targeted therapy at the Department of Oncology of the Affiliated Hospital of North Sichuan Medical College between June 2017 and September 2022 were retrospectively reviewed. Logistic regression analysis was used to identify the prognostic factors for building the nomogram. RESULTS: Multifactorial regression analysis showed that the use of targeted drugs and T stage were independent factors of prognosis (p < 0.05) and the equation Y = 0.476 + 2.733X1 + - 0.758 × 2 (Y = efficacy, X1 = targeted drug therapy, X2 = T stage) was obtained. Then, a prognostic nomogram prediction model was constructed. The prediction model was validated internally for 1000 times using the Bootstrap resampling method with an accuracy of 79.29%. The calibration curve suggests that the predicted values fit well with the true values. The clinical decision curve (DCA) shows that the model has good clinical predictive value. CONCLUSION: The use of targeted therapy significantly improved the prognosis of patients with EGFR-positive advanced NPC. For advanced NPC patients with T1 and T2 stages, IC sequenced with CCRT is more effective, and the addition of targeted therapy can further improve patients' prognosis. For advanced NPC patients with T3 and T4 stages, IC sequenced with CCRT is ineffective, and the addition of targeted therapy can significantly improve patient prognosis.


Asunto(s)
Carcinoma , Neoplasias Nasofaríngeas , Humanos , Carcinoma Nasofaríngeo/tratamiento farmacológico , Neoplasias Nasofaríngeas/radioterapia , Estudios Retrospectivos , Quimioterapia de Inducción/métodos , Carcinoma/radioterapia , Quimioradioterapia/métodos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Receptores ErbB
16.
JAMA ; 329(9): 725-734, 2023 03 07.
Artículo en Inglés | MEDLINE | ID: mdl-36881032

RESUMEN

Importance: Olamkicept, a soluble gp130-Fc-fusion-protein, selectively inhibits interleukin 6 (IL-6) trans-signaling by binding the soluble IL-6 receptor/IL-6 complex. It has anti-inflammatory activities in inflammatory murine models without immune suppression. Objective: To assess the effect of olamkicept as induction therapy in patients with active ulcerative colitis. Design, Setting, and Participants: Randomized, double-blind, placebo-controlled phase 2 trial of olamkicept in 91 adults with active ulcerative colitis (full Mayo score ≥5, rectal bleeding score ≥1, endoscopy score ≥2) and an inadequate response to conventional therapy. The study was conducted at 22 clinical study sites in East Asia. Patients were recruited beginning in February 2018. Final follow-up occurred in December 2020. Interventions: Eligible patients were randomized 1:1:1 to receive a biweekly intravenous infusion of olamkicept 600 mg (n = 30) or 300 mg (n = 31) or placebo (n = 30) for 12 weeks. Main Outcomes and Measures: The primary end point was clinical response at week 12 (defined as ≥3 and ≥30% decrease from baseline total Mayo score; range, 0-12 [worst] with ≥1 decrease and ≤1 in rectal bleeding [range, 0-3 {worst}]). There were 25 secondary efficacy outcomes, including clinical remission and mucosal healing at week 12. Results: Ninety-one patients (mean age, 41 years; 25 women [27.5%]) were randomized; 79 (86.8%) completed the trial. At week 12, more patients receiving olamkicept 600 mg (17/29 [58.6%]) or 300 mg (13/30 [43.3%]) achieved clinical response than placebo (10/29 [34.5%]), with adjusted difference vs placebo of 26.6% (90% CI, 6.2% to 47.1%; P = .03) for 600 mg and 8.3% (90% CI, -12.6% to 29.1%; P = .52) for 300 mg. Among patients randomized to receive 600 mg olamkicept, 16 of 25 secondary outcomes were statistically significant compared with placebo. Among patients randomized to receive 300 mg, 6 of 25 secondary outcomes were statistically significant compared with placebo. Treatment-related adverse events occurred in 53.3% (16/30) of patients receiving 600 mg olamkicept, 58.1% (18/31) receiving 300 mg olamkicept, and 50% (15/30) receiving placebo. The most common drug-related adverse events were bilirubin presence in the urine, hyperuricemia, and increased aspartate aminotransferase levels, and all were more common in the olamkicept groups compared with placebo. Conclusions and Relevance: Among patients with active ulcerative colitis, biweekly infusion of olamkicept 600 mg, but not 300 mg, resulted in a greater likelihood of clinical response at 12 weeks compared with placebo. Further research is needed for replication and to assess longer-term efficacy and safety. Trial Registration: ClinicalTrials.gov Identifier: NCT03235752.


Asunto(s)
Colitis Ulcerosa , Quimioterapia de Inducción , Proteínas Recombinantes de Fusión , Adulto , Animales , Femenino , Humanos , Ratones , Colitis Ulcerosa/complicaciones , Colitis Ulcerosa/tratamiento farmacológico , Hemorragia Gastrointestinal/etiología , Quimioterapia de Inducción/métodos , Interleucina-6/antagonistas & inhibidores , Proteínas Recombinantes de Fusión/administración & dosificación , Proteínas Recombinantes de Fusión/uso terapéutico , Masculino , Método Doble Ciego
17.
Oncologist ; 27(5): 380-388, 2022 05 06.
Artículo en Inglés | MEDLINE | ID: mdl-35278070

RESUMEN

BACKGROUND: Total neoadjuvant therapy (TNT) improves tumor response in locally advanced rectal cancer (LARC) patients compared to neoadjuvant chemoradiotherapy alone. The effect of TNT on patient survival has not been fully investigated. MATERIALS AND METHODS: This was a retrospective case series of patients with LARC at a comprehensive cancer center. Three hundred and eleven patients received chemoradiotherapy (chemoRT) as the sole neoadjuvant treatment and planned adjuvant chemotherapy, and 313 received TNT (induction fluorouracil and oxaliplatin-based chemotherapy followed by chemoradiotherapy in the neoadjuvant setting). These patients then underwent total mesorectal excision or were entered in a watch-and-wait protocol. The proportion of patients with complete response (CR) after neoadjuvant therapy (defined as pathological CR or clinical CR sustained for 2 years) was compared by the χ2 test. Disease-free survival (DFS), local recurrence-free survival, distant metastasis-free survival, and overall survival were assessed by Kaplan-Meier analysis and log-rank test. Cox regression models were used to further evaluate DFS. RESULTS: The rate of CR was 20% for chemoRT and 27% for TNT (P=.05). DFS, local recurrence-free survival, metastasis-free survival, and overall survival were no different. Disease-free survival was not associated with the type of neoadjuvant treatment (hazard ratio [HR] 1.3; 95% confidence interval [CI] 0.93-1.80; P = .12). CONCLUSIONS: Although TNT does not prolong survival than neoadjuvant chemoradiotherapy plus intended postoperative chemotherapy, the higher response rate associated with TNT may create opportunities to preserve the rectum in more patients with LARC.


Asunto(s)
Neoplasias Primarias Secundarias , Neoplasias del Recto , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Quimioradioterapia/métodos , Quimioterapia Adyuvante , Supervivencia sin Enfermedad , Humanos , Quimioterapia de Inducción/métodos , Terapia Neoadyuvante/métodos , Estadificación de Neoplasias , Neoplasias Primarias Secundarias/patología , Neoplasias del Recto/tratamiento farmacológico , Neoplasias del Recto/patología , Recto/patología , Estudios Retrospectivos
18.
BMC Cancer ; 22(1): 1235, 2022 Nov 29.
Artículo en Inglés | MEDLINE | ID: mdl-36447152

RESUMEN

PURPOSE: Concurrent chemoradiotherapy (CCRT) is a standard treatment choice for locally advanced hypopharyngeal carcinoma. The aim of this study was to investigate whether induction chemotherapy (IC) followed by CCRT is superior to CCRT alone to treat locally advanced hypopharyngeal carcinoma. METHODS AND MATERIALS: Patients (n = 142) were randomized to receive two cycles of paclitaxel/cisplatin/5-fluorouracil (TPF) IC followed by CCRT or CCRT alone. The primary end point was overall survival (OS). The secondary end points included the larynx-preservation rate, progression-free survival (PFS), distant metastasis-free survival (DMFS), and toxicities. RESULTS: Ultimately, 113 of the 142 patients were analyzed. With a median follow-up of 45.6 months (interquartile range 26.8-57.8 months), the 3-year OS was 53.1% in the IC + CCRT group compared with 54.8% in the CCRT group (hazard ratio, 1.004; 95% confidence interval, 0.573-1.761; P = 0.988). There were no statistically significant differences in PFS, DMFS, and the larynx-preservation rate between the two groups. The incidence of grade 3-4 hematological toxicity was much higher in the IC+ CCRT group than in the CCRT group (54.7% vs. 10%, P < 0.001). CONCLUSIONS: Adding induction TPF to CCRT did not improve survival and the larynx-preservation rate in locally advanced hypopharyngeal cancer, but caused a higher incidence of acute hematological toxicities. TRIAL REGISTRATION: ClinicalTrials.gov , number NCT03558035. Date of first registration, 15/06/2018.


Asunto(s)
Quimioradioterapia , Neoplasias Hipofaríngeas , Quimioterapia de Inducción , Humanos , Quimioradioterapia/efectos adversos , Quimioradioterapia/métodos , Neoplasias Hipofaríngeas/terapia , Quimioterapia de Inducción/efectos adversos , Quimioterapia de Inducción/métodos , Laringe , Supervivencia sin Progresión
19.
BMC Cancer ; 22(1): 739, 2022 Jul 06.
Artículo en Inglés | MEDLINE | ID: mdl-35794590

RESUMEN

BACKGROUND: The present study aimed to explore the application value of random survival forest (RSF) model and Cox model in predicting the progression-free survival (PFS) among patients with locoregionally advanced nasopharyngeal carcinoma (LANPC) after induction chemotherapy plus concurrent chemoradiotherapy (IC + CCRT). METHODS: Eligible LANPC patients underwent magnetic resonance imaging (MRI) scan before treatment were subjected to radiomics feature extraction. Radiomics and clinical features of patients in the training cohort were subjected to RSF analysis to predict PFS and were tested in the testing cohort. The performance of an RSF model with clinical and radiologic predictors was assessed with the area under the receiver operating characteristic (ROC) curve (AUC) and Delong test and compared with Cox models based on clinical and radiologic parameters. Further, the Kaplan-Meier method was used for risk stratification of patients. RESULTS: A total of 294 LANPC patients (206 in the training cohort; 88 in the testing cohort) were enrolled and underwent magnetic resonance imaging (MRI) scans before treatment. The AUC value of the clinical Cox model, radiomics Cox model, clinical + radiomics Cox model, and clinical + radiomics RSF model in predicting 3- and 5-year PFS for LANPC patients was [0.545 vs 0.648 vs 0.648 vs 0.899 (training cohort), and 0.566 vs 0.736 vs 0.730 vs 0.861 (testing cohort); 0.556 vs 0.604 vs 0.611 vs 0.897 (training cohort), and 0.591 vs 0.661 vs 0.676 vs 0.847 (testing cohort), respectively]. Delong test showed that the RSF model and the other three Cox models were statistically significant, and the RSF model markedly improved prediction performance (P < 0.001). Additionally, the PFS of the high-risk group was lower than that of the low-risk group in the RSF model (P < 0.001), while comparable in the Cox model (P > 0.05). CONCLUSION: The RSF model may be a potential tool for prognostic prediction and risk stratification of LANPC patients.


Asunto(s)
Quimioterapia de Inducción , Neoplasias Nasofaríngeas , Quimioradioterapia/métodos , Humanos , Quimioterapia de Inducción/métodos , Imagen por Resonancia Magnética/métodos , Carcinoma Nasofaríngeo/tratamiento farmacológico , Carcinoma Nasofaríngeo/terapia , Neoplasias Nasofaríngeas/diagnóstico por imagen , Neoplasias Nasofaríngeas/tratamiento farmacológico , Supervivencia sin Progresión
20.
J Magn Reson Imaging ; 56(2): 547-559, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-34970824

RESUMEN

BACKGROUND: Pretreatment individualized assessment of tumor response to induction chemotherapy (ICT) is a need in locoregionally advanced nasopharyngeal carcinoma (LANPC). Imaging method plays vital role in tumor response assessment. However, powerful imaging method for ICT response prediction in LANPC is insufficient. PURPOSE: To establish a robust model for predicting response to ICT in LANPC by comparing the performance of back propagation neural network (BPNN) model with logistic regression model. STUDY TYPE: Retrospective. POPULATION: A total of 286 LANPC patients were assigned to training (N = 200, 43.8 ± 10.9 years, 152 male) and testing (N = 86, 43.5 ± 11.3 years, 57 male) cohorts. FIELD STRENGTH/SEQUENCE: T2 -weighted imaging, contrast enhanced-T1 -weighted imaging using fast spin echo sequences at 1.5 T scanner. ASSESSMENT: Predictive clinical factors were selected by univariate and multivariate logistic models. Radiomic features were screened by interclass correlation coefficient, single-factor analysis, and the least absolute shrinkage selection operator (LASSO). Four models based on clinical factors (Modelclinic ), radiomics features (Modelradiomics ), and clinical factors + radiomics signatures using logistic (Modelcombined ), and BPNN (ModelBPNN ) methods were established, and model performances were compared. STATISTICAL TESTS: Student's t-test, Mann-Whitney U-test, and Chi-square test or Fisher's exact test were used for comparison analysis. The performance of models was assessed by area under the receiver operating characteristic (ROC) curve (AUC) and Delong test. P < 0.05 was considered statistical significance. RESULTS: Three significant clinical factors: Epstein-Barr virus-DNA (odds ratio [OR] = 1.748; 95% confidence interval [CI], 0.969-3.171), sex (OR = 2.883; 95% CI, 1.364-6.745), and T stage (OR = 1.853; 95% CI, 1.201-3.052) were identified via univariate and multivariate logistic models. Twenty-four radiomics features were associated with treatment response. ModelBPNN demonstrated the highest performance among Modelcombined , Modelradiomics , and Modelclinic (AUC of training cohort: 0.917 vs. 0.808 vs. 0.795 vs. 0.707; testing cohort: 0.897 vs. 0.755 vs. 0.698 vs. 0.695). CONCLUSION: A machine-learning approach using BPNN showed better ability than logistic regression model to predict tumor response to ICT in LANPC. EVIDENCE LEVEL: 3 TECHNICAL EFFICACY: Stage 2.


Asunto(s)
Infecciones por Virus de Epstein-Barr , Neoplasias Nasofaríngeas , Infecciones por Virus de Epstein-Barr/tratamiento farmacológico , Herpesvirus Humano 4 , Humanos , Quimioterapia de Inducción/métodos , Imagen por Resonancia Magnética/métodos , Masculino , Carcinoma Nasofaríngeo/diagnóstico por imagen , Carcinoma Nasofaríngeo/tratamiento farmacológico , Neoplasias Nasofaríngeas/diagnóstico por imagen , Neoplasias Nasofaríngeas/tratamiento farmacológico , Redes Neurales de la Computación , Estudios Retrospectivos
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