2023
DOI: 10.3390/jcm12051889
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New Staging System and Prognostic Model for Malignant Phyllodes Tumor Patients without Distant Metastasis: A Development and Validation Study

Abstract: Purpose: To build a new staging system and new prognostic models for MPTB. Methods: We performed a comprehensive analysis of the data from the SEER database. Results: We discussed the characteristics of MPTB by comparing 1085 MPTB cases with 382,718 invasive ductal carcinoma cases. We established a new stage- and age-stratification system for MPTB patients. Furthermore, we built two prognostic models for MPTB patients. The validity of these models was confirmed through multifaceted and multidata verification. … Show more

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Cited by 4 publications
(2 citation statements)
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“…Mathematical methods and hypotheses, as well as computational modeling to describe PPI and gene regulatory networks, are also constantly improving [134][135][136][137][138]. The philosophical underpinning of how the transition from a normal state to a malignant state can be accurately described in mathematical terms is a subject that merits contemplation [139][140][141]. Furthermore, there is a gradual integration of other molecular entities, such as non-coding RNAs (ncRNAs), into these networks [142,143].…”
Section: Discussionmentioning
confidence: 99%
“…Mathematical methods and hypotheses, as well as computational modeling to describe PPI and gene regulatory networks, are also constantly improving [134][135][136][137][138]. The philosophical underpinning of how the transition from a normal state to a malignant state can be accurately described in mathematical terms is a subject that merits contemplation [139][140][141]. Furthermore, there is a gradual integration of other molecular entities, such as non-coding RNAs (ncRNAs), into these networks [142,143].…”
Section: Discussionmentioning
confidence: 99%
“…In contrast to invasive ductal carcinoma, phyllodes tumors do not have a distinct staging system for patients. 28 Phyllodes tumors are distinguished by their larger size, increased rate of growth, and microscopic findings of stromal hyperplasia and atypia. The World Health Organization (WHO) classifies phyllodes tumors as benign, borderline, or malignant depending on the level of stromal hyperplasia and atypia, with malignant tumors making up 25% of resected tumors.…”
Section: Methodsmentioning
confidence: 99%