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Background/objectives: Pancreatic cyst management can be distilled into three separate pathways - discharge, monitoring or surgery- based on the risk of malignant transformation. This study compares the performance of artificial intelligence (AI) models to clinical care for this task., Methods: Two explainable boosting machine (EBM) models were developed and evaluated using clinical features only, or clinical features and cyst fluid molecular markers (CFMM) using a publicly available dataset, consisting of 850 cases (median age 64; 65 % female) with independent training (429 cases) and holdout test cohorts (421 cases). There were 137 cysts with no malignant potential, 114 malignant cysts, and 599 IPMNs and MCNs., Results: The EBM and EBM with CFMM models had higher accuracy for identifying patients requiring monitoring (0.88 and 0.82) and surgery (0.66 and 0.82) respectively compared with current clinical care (0.62 and 0.58). For discharge, the EBM with CFMM model had a higher accuracy (0.91) than either the EBM model (0.84) or current clinical care (0.86). In the cohort of patients who underwent surgical resection, use of the EBM-CFMM model would have decreased the number of unnecessary surgeries by 59 % (n = 92), increased correct surgeries by 7.5 % (n = 11), identified patients who require monitoring by 122 % (n = 76), and increased the number of patients correctly classified for discharge by 138 % (n = 18) compared to clinical care., Conclusions: EBM models had greater sensitivity and specificity for identifying the correct management compared with either clinical management or previous AI models. The model predictions are demonstrated to be interpretable by clinicians., Competing Interests: Declaration of competing interest E.K.F. has educational grant support with GE Medical, Siemens Healthineers research grant support, HipGraphics Inc (co-founder and shareholder), Exact Sciences (consultant), Imaging Endpoints (consultant). A.M.L. is a consultant with Exact Sciences. K.W.K. is also a member of the Scientific Advisory Boards of Eisai-Morphotek, Syxmex-Inostics, CAGE, and NeoPhore. These companies, as well as other companies, have licensed technologies from Johns Hopkins University, on which K.W.K. is an inventor. These licenses and relationships are associated with equity or royalty payments to K.W.K. The terms of these arrangements are being managed by Johns Hopkins University in accordance with its conflict of interest policies. D.S.K. is a consultant and equity holder in PAIGE. AI. The terms of all these arrangements are being managed by Johns Hopkins University in accordance with its conflict of interest policies. The following patents are related to this work: Safe Sequencing System US201161476150P, Rapid Aneuploidy Detection US201261615535P, Mutations in pancreatic neoplasms US9976184B2, and Differential identification of pancreatic cysts US9637796B2., (Copyright © 2024 The Authors. Published by Elsevier B.V. All rights reserved.)

Background: The authors evaluated the efficacy and toxicity of cisplatin, ifosfamide, and doxorubicin with peripheral blood stem cell (PBSC) support in adult patients with osteosarcomas and variants with a poor prognosis., Methods: Between December 1994 and January 2001, 37 patients (20 males and 17 females) with a median age of 38 years (range, 18-63 years) entered the study. Ten patients had pelvic osteosarcomas (OS), 6 had malignant fibrous histiocytomas, 5 had metastatic OS, and 16 had miscellaneous histologies. The authors used doxorubicin (60-75 mg/m(2)) and ifosfamide (10 g/m(2)) followed by granulocyte-colony-stimulating factor (G-CSF) (5 microg/kg twice per day) for mobilization of PBSC, collected at a median of 12 days (range, 10-14 days). Three cycles with cisplatin (120 mg/m(2)), ifosfamide (10 g/m(2)), and doxorubicin (75 mg/m(2)), given 28 days apart, were planned followed by PBSC (2-4 x 10(6) CD34-positive cells/kg) infusion plus G-CSF., Results: Patients received a median of three cycles (range, one to three cycles) in addition to the mobilizing cycle. The median PBSC collection was 17.5 x 10(6)/kg (range, 13.2-90.8 x 10(6)/kg) with a median of 1 apheresis (range, 1-2 aphereses). Twenty-eight patients underwent surgery, 10 achieved 95-100% necrosis, and 4 achieved 90-94% necrosis. Six patients required early discontinuation of therapy due to toxicities, two patients developed progressive disease, and one patient was deemed unresectable. The median time to progression (TTP) and overall survival by Kaplan-Meier estimates for all 37 patients was 19 months and 49 months, respectively., Conclusions: The authors accomplished the objective of improving the rate of necrosis with intensification of preoperative therapy. However, TTP and survival rates remained poor. The toxicity profile of this regimen is prohibitive and alternative strategies need to be investigated., (Copyright 2004 American Cancer Society.)

Background: The authors conducted a two-arm Phase II study of temozolomide to determine its efficacy and toxicity in patients with soft tissue sarcomas (STSs) who had received, had refused, or were not eligible for standard chemotherapy with doxorubicin and ifosfamide (Arm 1) and in patients with gastrointestinal stromal tumors (GISTs; Arm 2). Patients with GIST were eligible regardless of prior therapy before imatinib was available., Methods: Sixty patients were enrolled in the current study, 19 of whom had GISTs and 41 of whom had other STSs. The patients received temozolomide at a dose of 85 mg/m2 orally for 21 days followed by 7 days without treatment. Standard radiographic imaging after every two cycles was used to assess the treatment response., Results: Of the 39 patients in Arm 1, there was 1 complete response and 1 partial response of 39 evaluable patients, for a total response rate of 5% (95% confidence interval, 0-12%). The responses lasted 7 months and 8 months, respectively. In Arm 2, there was no response in 17 patients. The disease was stable in 22% of the patients with GISTs and 33% of the patients with other STSs. The median overall survival time was 26.4 months in patients with GISTs and 11 months in patients with other STSs. The median time to disease progression was 2.3 months in patients with GISTs and 3.3 months in patients with other STSs. Grade 3 and Grade 4 adverse effects (according to National Cancer Institute Common Toxicity Criteria) were rare and included fatigue (eight patients), anemia (six patients), constipation (four patients), neutropenia (four patients), and thrombocytopenia (four patients)., Conclusions: The data from the current study suggest that temozolomide is well tolerated but has only minimal efficacy and a limited role in the treatment of patients with STSs., (Copyright 2003 American Cancer Society.)

Purpose: Recombinant human thrombopoietin (rhTPO) increases platelets, and the peak response of rhTPO is delayed and is, therefore, not uniformly effective when administered after chemotherapy. The purpose of this study was to identify an effective schedule of rhTPO to best attenuate early thrombocytopenia., Patients and Methods: Cohorts of six patients with sarcoma (66 assessable patients) were treated sequentially with doxorubicin and ifosfamide (AI), with rhTPO by a fixed dose and varying schedules being administered before and/or after chemotherapy in cycle 2 and subsequent cycles. Cycle 1 without rhTPO served as an internal control., Results: AI causes cumulative thrombocytopenia. The platelet nadir in cycle 2 was higher than in cycle 1 (mean nadir +/- SEM, 119 +/- 12 x 10(3)/microL v 80 +/- 7 x 10(3)/microL, respectively; P <.001) in 24 (80%) of the 30 patients (P <.001) in whom rhTPO (1.2 microg/kg) was administered starting from 5 days before chemotherapy (pre/postdoses, three/one or one/one) compared with only four (17%) of 24 patients given rhTPO by other schedules (pre/postdoses, two/two, one/three, zero/four, or four/zero) and none of 15 historical control patients. The need for platelet transfusions in four cycles was significantly lower (13 [11%] of 114 cycles, P <.001) in patients who received rhTPO from day -5 (pre/post doses, three/one or one/one) compared with patients who received rhTPO at later time points (28 [47%] of 60 cycles). Bone marrow megakaryocytes increased markedly (four-fold) before chemotherapy with predosing rhTPO and remained elevated (two-fold) after chemotherapy, which may explain the possible mechanism for response. One patient developed subclavian vein thrombosis, and no patients developed neutralizing antibodies to rhTPO., Conclusion: These results demonstrate the importance of timing of rhTPO in relation to chemotherapy and indicate that, by optimizing the timing, only two doses of rhTPO (one before and one after chemotherapy) were required to significantly reduce the severity of chemotherapy-related early thrombocytopenia.

Purpose: To evaluate the efficacy, toxicity, and optimal dose rate of gemcitabine in adult patients with advanced soft tissue sarcomas (STS) by comparing levels of gemcitabine triphosphate (GTP) in peripheral-blood mononuclear cells (PBMCs) of patients receiving two different dose rates., Patients and Methods: Fifty-six assessable patients with STS (17 gastrointestinal [GI] leiomyosarcomas and 39 other histologies) were treated on a two-arm phase II study. Gemcitabine was given at 1 g/m2 as a 30-minute infusion weekly for up to 7 weeks followed by 1 week of rest and reassessment of tumor. Subsequent cycles were given at 1 g/m2 weekly for 3 weeks followed by 1 week of rest. Nine patients underwent cellular pharmacologic studies at two different dose rates (1 g/m2 over a standard 30-minute infusion on week 1 and over pharmacologically based infusion of 150 minutes on week 2) to evaluate GTP levels in PBMCs., Results: Seven partial responses were noted among 39 patients, for an overall response rate of 18% (95% confidence interval, 7% to 29%). Median duration of response was 3.5 months (range, 2 to 13 months). Four of 10 patients with non-GI leiomyosarcomas achieved a partial response. No objective responses were noted in 17 patients with GI leiomyosarcomas. One patient had a mixed response. Median time to progression for all patients (both arms) was 3 months; median survival was 13.9 months. Treatment was generally well tolerated. Comparison of cellular pharmacology demonstrated a significant 1.4-fold increase in the concentration of GTP with the 150-minute infusion., Conclusion: Given the limited therapeutic armamentarium for STS, the activity of gemcitabine is encouraging. Its potential for combination therapy in the salvage setting should be studied with pharmacologically guided fixed dose-rate infusion.

Purpose: The purpose of this study was to test the hypothesis that neoadjuvant chemotherapy (NeoCT) does not increase morbidity in patients undergoing radical surgery for soft tissue sarcomas., Patients and Methods: The records of 309 patients who presented to The University of Texas M.D. Anderson Cancer Center for definitive surgical management of primary soft tissue sarcomas were retrospectively reviewed. One hundred five patients who received NeoCT were compared with 204 patients who had surgery first (Surg). Patients had extremity sarcomas (71 NeoCT patients and 130 Surg patients) or retroperitoneal/visceral sarcomas (34 NeoCT and 74 Surg)., Results: NeoCT patients had larger tumors (median, 12 v 8 cm), more frequently had high-grade tumors (90% v 64%), and were younger (median age 47 v 55 years). The incidence of surgical complications was not different for NeoCT patients than for Surg patients, both in those with extremity sarcomas (34% v 41%) and in those with retroperitoneal/visceral sarcomas (29% v 34%). The most common complications were wound infections and other wound complications. Preoperative radiation therapy, autologous flap coverage, and extremity tumors were associated with increased wound complications. No significant differences in length of hospital stay, rate of readmission, or rate of reoperation for complications were found between the NeoCT and Surg groups. One of the three postoperative deaths in our series occurred in the NeoCT group., Conclusion: In this retrospective review, there was no evidence that NeoCT increased postoperative morbidity in patients with soft tissue sarcomas. Prospective, randomized studies are needed to confirm these results.

The authors evaluate the efficacy and feasibility of dose-intensive doxorubicin and ifosfamide combination chemotherapy in patients with sarcomas. From January 1995 to April 1996, 33 evaluable patients with either metastatic sarcoma or primary sarcomas with a high-risk for metastases (all except one was previously untreated with chemotherapy) were treated on two consecutive protocols. The median age was 45 years (range, 15-68 years). The first protocol included doxorubicin at 75 mg/m2 given as a 72-hour infusion on days 1 to 3 along with ifosfamide at 2 g/m2/d over 2 hours x 5, days 1 to 5 (protocol AI 75/10). Granulocyte colony-stimulating factor (G-CSF) was used only if indicated according to American Society of Clinical Oncology guidelines. The second protocol included doxorubicin at 90 mg/m2 as a 72-hour continuous infusion and ifosfamide at 2.5 g/m2/d for 4 days (protocol AI 90/10) with prophylactic G-CSF. A median of four cycles were administered (range, 1-6). Three patients achieved a pathologic complete response (CR) and 18 patients achieved a partial response (PR) for a response rate (RR) of 64% (95% confidence interval (CI), 45-80%). Response rate for the subset of patients with soft-tissue sarcomas was 66% (95% CI, 46-82%). Only three patients progressed on therapy. Febrile neutropenia was noted in 31% of cycles at AI 75/10 and in 56% of cycles at AI 90/10. One patient developed reversible grade 3 central nervous system (CNS) toxicity. There was one treatment-related death on AI 90/10 secondary to doxorubicin cardiac toxicity at a cumulative dose of 435 mg/m2. Dose-intensive doxorubicin plus ifosfamide is feasible in appropriately selected patients and appears to be a very active regimen in patients with sarcomas. The authors are currently testing this regimen with G-CSF and thrombopoietin.

Doxorubicin and ifosfamide are the two most active agents in the treatment of soft-tissue sarcomas. Patients whose tumors have failed these two drugs have very limited systemic therapy options. It is, therefore, important to identify newer drugs with activity against this disease. CI-980 is a synthetic mitotic inhibitor that binds to tubulin at the colchicine binding site and inhibits the polymerization of tubulin and blocks cell cycle progression in mitosis. Given its broad spectrum activity against several solid tumor models in vivo, we decided to perform a phase 2 study of this drug in previously treated soft-tissue sarcomas. A total of 18 eligible and evaluable patients were entered in the first stage of the trial. The median age was 53 yrs (range, 17-72). No objective responses have been noted. Six patients had stable disease after a median of 3.5 cycles of chemotherapy while 12 others had progressive disease. A total of 48 cycles were administered, 42 of which were administered at dose level 0 (4.5 mg/m2/d x 3). The median AGC nadir was 1.2/microl(0.1 -4.7) on day 10 and the median platelet nadir was 150,000/microl (31,000-338,000). Twenty cycles were complicated with grade 3-4 neutropenia and two cycles were complicated with FUO. There were no CNS toxicities. One patient had a grade 1 thrombophlebitis in 2 cycles and one other patient had a grade 4 thrombophlebitis in one cycle. In conclusion, CI-980 was well tolerated at this dose and schedule but inactive in soft-tissue sarcomas.

Background: Thrombocytopenia is frequently encountered in patients with cancer. It is associated with an increased risk for clinically important bleeding episodes, which increases the demand for platelet transfusion., Objective: To assess hematopoietic response to and clinical tolerance of recombinant human thrombopoietin, a recently cloned novel cytokine., Design: Phase I and II clinical cohort study., Setting: The University of Texas M.D. Anderson Cancer Center, Houston, Texas., Patients: 12 patients with sarcoma who had high risk for severe chemotherapy-induced thrombocytopenia., Intervention: A single intravenous dose of thrombopoietin (0.3 to 2.4 micrograms/kg of body weight) 3 weeks before chemotherapy., Measurements: Peripheral blood and bone marrow evaluation before and after thrombopoietin administration., Results: A single dose of thrombopoietin was associated with an increase in platelet counts (mean increase from baseline, 61% to 213%; P = 0.002) in a dose-related manner. This increase began by day 4 in most patients and peaked on a median of day 12. This sustained response was associated with a prolonged serum thrombopoietin half life (20 to 30 hours). The platelets appeared morphologically normal and showed normal aggregation in response to various agonists. Platelet response was accompanied by a dose-related increase in bone marrow megakaryocytes (as much as 4-fold); the expansion of the bone marrow progenitors of myeloid, erythroid, multipotential, and megakaryocytic lineages; and the marked mobilization of progenitors (maximum, 5.7-fold to 10-fold) of multiple cell lineages in the peripheral blood. Treatment was well tolerated, and no serious adverse events occurred., Conclusions: Thrombopoietin, administered as a single dose, is a potent stimulus for prolonged platelet production in humans. It merits further evaluation for the prevention and treatment of thrombocytopenia.

Microsatellite instability has been observed in both sporadic and hereditary forms of colorectal cancer. In the hereditary form, this instability is generally due to germline mutations in mismatch repair (MMR) genes. However, only one in ten patients with sporadic tumours exhibiting microsatellite instability had a detectable germline mutation. Moreover, only three of seven sporadic tumour cell lines with microsatellite instability had mutations in a MMR gene, and these mutations could occur somatically. These results demonstrate that tumours can acquire somatic mutations that presumably do not directly affect cell growth but result only in genetic instability. They also suggest that many sporadic tumours with microsatellite instability have alterations in genes other than the four now known to participate in MMR.