Biomedical subjects

Susana Hernandez

Publications and source records attributed to Susana Hernandez.

3 recordsLinked to original sources

PubMed2026

A Boveri perspective on cancer biomarker testing using artificial intelligence.

Artificial intelligence (AI) can predict genomic alterations from histology, yet its adoption is slowed by a lack of trust. We argue that deliberate morphology (i.e., a cognitive understanding of histological features supported by standardized annotations) creates a bidirectional feedback loop between clinical practice and model outputs.We translate these observations into an actionable hypothesis for clinical and computational teams: that by enhancing explainability, deliberate morphology could facilitate the responsible deployment of AI biomarkers in oncology.

Journal Article↗

PubMed2003

Hexachlorobenzene-induced early changes in ornithine decarboxylase and protein tyrosine kinase activities, polyamines and c-Myc, c-Fos and c-Jun proto-oncogenes in rat liver.

Hexachlorobenzene (HCB) is a lipophilic chemical compound that is widely distributed in the environment. HCB is known to cause liver tumors in experimental animals. In the present study the in vivo effect of HCB treatment on ornithine decarboxylase (ODC) and protein tyrosine kinase (PTK) activities, free polyamine content, and c-Myc, c-Fos, and c-Jun protein levels in rat liver were investigated. HCB (1000 mg/kg body weight) increased hepatic immunodetectable c-Myc, c-Fos, and c-Jun levels after 6 h, and ODC activity and spermine and putrescine content after 18 and 24 h, while maximum stimulation of PTK activity occurred at 12 h. PTK and ODC activities varied in a dose-dependent manner. The time-course of c-Myc, c-Fos, and c-Jun protein levels was different for each proto-oncogene. They were all elevated at the second day of treatment, while only c-Fos and c-Jun remained elevated after 10 days of HCB exposure. These data jointly suggest that the increase in ODC activity may be the consequence of proto-oncogene induction. The alterations in PTK activity suggest that the growth factor signal transduction pathway may be involved in the regulation of the proto-oncogene levels or/and ODC activity. The decrease in PTK activity after the first day, even in the presence of alpha-D-Difluoromethylornithine (DFMO), an inhibitor of ODC activity, suggests that it is not regulated by polyamines. These results may be relevant to the early molecular events involved in HCB tumor promoter activity in rat liver.

Administration, Oral↗

PubMed2002

Is the anomeric effect an important factor in the rate of adenosine deaminase catalyzed hydrolysis of purine nucleosides? A direct comparison of nucleoside analogues constructed on ribose and carbocyclic templates with equivalent heterocyclic bases selected to promote hydration.

The aglycone of (North)-methanocarbadeoxyadenosine [(N)-MCdA, (5)], a relatively weak substrate for adenosine deaminase (ADA)-relative rate of deamination ca. 100 times lower than adenosine-was modified with substitutions at positions 6 (6-fluoro, compound 6) and 8 (8-aza, compound 7) with the intent to improve the level of hydration and hence hydrolysis by ADA. In these substrates the fused cyclopropane moiety constrains the cyclopentane ring to mimic the conformation of a furanose sugar in the North hemisphere of the pseudorotational cycle, which matches the conformation of the ribose ring of adenosine in complex with ADA. The order of susceptibility to ADA hydrolysis was adenosine>>(N)-MCdA (5) approximately equal to(N)-6F-MCdP (6)>(N)-8-aza-MCdA (7). Despite the known fact that 8-azaadenosine is hydrolyzed twice as fast as adenosine, the corresponding carbocyclic analogue 7 was hydrolyzed at approximately half the rate of the parent 5. These results argue in favor of the critical role of the O(4') oxygen atom and its associated anomeric effect in assisting hydrolysis by ADA.

Adenosine Deaminase↗