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Enregistrement W41636925

Genomic pathology for genomic biology.

2008· editorial· en· W41636925 sur OpenAlexaboutno aff
Robert D. Cardiff

Notice bibliographique

RevuePubMed · 2008
Typeeditorial
Langueen
DomaineBiochemistry, Genetics and Molecular Biology
ThématiqueMolecular Biology Techniques and Applications
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésGenomic medicineComputational biologyBiologyGenomicsGeneticsPathologyMedicineGenomeGene
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

Tremendous advances in our understanding of the mammalian genome have led to new enthusiasm for molecular-based medicine. Indeed, genomic biology is now the driving force in health sciences and medical research, and meetings are convened to discuss the topic of “Genomic Medicine”. New Institutes and Centers have proliferated to take advantage of the technology. But, in their euphoria, have the new “genomic biologists” forgotten pathology, the study of disease? Or, has pathology forgotten them? More cynically, do molecular biologists truly believe that their technology can replace the pathologist with machines? In their ignorance, their technology is underserved. Is this “disconnect” based on arrogance or ignorance? The ignorance is evident in the current enthusiasm for creating more mutant mice. The animal houses in Universities are already overflowing with mice 1 . Now, a new international consortium is intent on knocking out the entire mouse genome, thus creating, gene by gene, thousands of new mutant mouse strains. This program is certain to establish the experimental mouse resources that can potentially form the basis for understanding the genetic and molecular biology of disease. Enthusiastic planners, in some countries, indicate that they are prepared to study the diseases in these mice. The question is whether pathology is prepared for Genomic Biology 2? Genome-based biology, founded initially on the mouse and eventually on humans, will require comparative pathologists who can recognize the gross and microscopic patterns of disease in both species and who can integrate the disease patterns with the genomic changes 2. In the past, comparative pathologists have served as the gatekeepers of disease models, validating the similarity to, or divergence from, human diseases. Now they will be asked to recognize the sometimes subtle histopathological variations related to minor changes in the genome. Historically, the ancients recognized no difference between healing animals or man and most “healers” treated both 3. Later, interested observers frequently used animals for experimental observation of anatomy, physiology and pathology. When unable to dissect human cadavers, they resorted to animals, leading to numerous erroneous assumptions about human anatomy. Two examples are the bicornuate uterus of the cow and the spiral intestine of the pig, both of which are frequently found in medieval depictions of human anatomy. In fact, it has been said that veterinary medicine was based on observation and facts during eras when human medicine was based on theory and incantations. With high economic and sometimes spiritual value, animals were the leading resource for the study of biology and pathology. Modern comparative pathology originated with Rudolph Virchow, the “Founder of Modern Pathology”, who stated that “there is little difference” between diseases in animals and in man 2. The theme was taken up by William Osler, the “Founder of Modern Medicine”, who started a Veterinary College at McGill and is given credit for coining the term “one medicine”. Interestingly, Osler is also considered by many as the “Founder of Veterinary Pathology”. Sadly, we lost the enthusiasm exhibited by our predecessors. Regrettably, the disciplines of medical and veterinary pathology have drifted apart, leaving the field of comparative pathology to a dedicated few. As documented elsewhere, neither group of pathologists is training protegees for the modern form of comparative pathology, Genomic Pathology 2. This form of pathology requires an appreciation of the effects of molecular changes on the pathobiology of the individual. In some countries, veterinary pathologists are almost extinct. Pathology training in veterinary medicine emphasizes exotic and domestic animals. Laboratory animal training is targeted to assist in board certification. While in high demand in industry, the majority of veterinary pathologists are reduced to mind-numbing, high throughput toxicological screening in the business environment. Pathology training in human medicine also emphasizes high-throughput diagnosis that merely demands pattern recognition, leaving little time for the appreciation of the natural history or molecular biology of disease. Very few medical training programs offer exposure to veterinary pathologists or to animal diseases. The same can be said of veterinary programs. The development of genetic engineering in the mouse has created an opportunity to test molecular-based hypotheses on living mammals 2. The study of these animals is critical to achieving progress in human medicine. Investigators now can control the mouse genome by targeting, inserting or deleting specific genes, and even controlling the temporal expression of genes. As a result, the mouse has become the surrogate for human disease. The optimism of current knock-out projects is based on these genetically manipulated mice. The proposed programs offer to knock-out the entire mouse genome, ultimately creating between 10,000 and 200,000 new strains of mice. Therefore, genetic manipulation targeting rodents now enters the mix. Scientists can test their favorite molecule in the context of a living mammal. They can separate and isolate variables experimentally. They can study the natural history of the disease from origin to the ultimate consequence. Genomic biologists truly need the pathologists they previously ignored. Workforce studies in the United States and Europe have documented a shortage of qualified, experienced mouse pathologists 1,2 (http://www.prime-eu.org/D02). The question is: Who is going to identify, classify and study the genome-based diseases in the new generations of mice 1,2,4? Our lack of preparation in pathology, unfortunately, has left the majority of North American and European research scientists without comparative pathologists who are qualified to examine the diseases in their molecularly-manipulated mice. This shortage has led to what has been, somewhat sarcastically, called “Do-it-Yourself” pathology 2, performed by untrained and under-trained investigators with little access to widely dispersed and qualified pathologists. Do-it-Yourself pathology has led to the publication of a number of serious errors. Normal organs such as nipples and preputial glands have been described as neoplasms. Neuroendocrine tumors have been misdiagnosed as adenocarcinomas. Misuse of terminology by well-intended but inexperienced investigators has become another problem 2,5,6. Unfortunately, the already lengthy list of published errors continues to grow. As a result of the genomic revolution, we are entering an exciting period where comparative, Genomic Pathologists will be in great demand. Imagine the exciting opportunities when every slide examined reveals pathologic phenomena never previously observed. Examples from our own cases involve the recognition that different genes cause different and unique microscopic mammary tumor phenotypes in genetically engineered mice (GEM) 7-9. These GEM tumors are unique and quite different from the spontaneous tumors observed in mammary tumor virus-infected mice. The identification of unique genotype-specific “signature” phenotypes was reinforced by the observation that tumors resulting from activations of whole pathways could share one or more phenotypic features. The concepts in mammary gland pathology are applicable to tumors in other organs 7. Some mice develop tumors that are exact histological phenocopies of human cancer. The unique genotype-related phenotypes observed in mice will soon be the basis for modern pathology. These genotype-phenotype correlations are the basis for Genomic Pathology. What is the pathology of the future? The new pathology will require integration of evidence from diverse “-omic” sources with the natural history of disease and the microscopic changes. The various “-omics” are subheadings under the general heading of genomics 10. The next generation of pathologists will need to understand how genes and their products affect the disease processes. They will be the Genomic Pathologists. However, experienced genomic pathologists are so widely dispersed that our medical and veterinary training programs lack faculty capable of teaching the subject matter. Without rapid identification and deployment of the available resources, the current scientific community will continue to be subject to serious errors. The pathological conditions of the numerous new mouse strains will continue to be misinterpreted and chaos shall reign. How can the current generation of pathologists prepare itself and the next generation of pathologists? Modern dilemmas require modern solutions. We have proposed that those interested and qualified genomic pathologists join together in an International Academy of Genomic Pathology 1,2. Such a group will become a society of like-minded people who will share experiences and teach each other the nuances of our discipline. The group can be geographically dispersed but remain connected through the modern marvel of communications, the internet. Existing technology permits whole slide imaging that can be placed on the Internet to be shared and annotated. Since whole slide images can be viewed at any magnification anywhere on the slide, they are like meeting with your friends, colleagues and students over a multi-headed microscope. Further, the gathering of people with mutual interests represents an educational opportunity for the next generation. If we can meet and discuss cases, certainly our students can do likewise. The Academy of Genomic Pathology can become the faculty of an international university that teaches the principles of our discipline. We invite like-minded pathologists to join us in sharing experiences and opinions. We invite the yet unskilled to attend our courses to learn from the very best. It will be a great adventure.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,004
score de la tête « metaresearch » (Gemma)0,008
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Éditorial · Signal consensuel: aucune
Score de désaccord entre enseignants0,171
Score d'incertitude au seuil0,572

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0040,008
Méta-épidémiologie (sens strict)0,0020,001
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0050,002
Études des sciences et des technologies0,0010,004
Communication savante0,0050,006
Science ouverte0,0020,005
Intégrité de la recherche0,0050,009
Charge utile insuffisante (le modèle a refusé de juger)0,1710,143

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,011
Tête enseignante GPT0,250
Écart entre enseignants0,239 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeSans objet
Domainenon disponible
GenreÉditorial

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations3
Publié2008
Routes d'admission1
Résumé présentoui

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