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The Use of “Off-Label” Drugs

2006· letter· en· W2057114071 on OpenAlexaboutno aff
Lynn M. Broadman, Igor Semenov

Bibliographic record

VenueAnesthesia & Analgesia · 2006
Typeletter
Languageen
FieldMedicine
TopicPediatric Pain Management Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineOff-label useFood and drug administrationBupivacaineOpioidAdverse effectAnesthesiaMedical emergencyPharmacologyInternal medicine

Abstract

fetched live from OpenAlex

To the Editor: We would like to respond to a statement contained in Dr. Rowlingson’s editorial (1) concerning the “off-label uses of non-opioid drugs.” We must point out that if it were not for the courageous off-label use of bupivacaine 25 years ago by the National Children’s Hospital Group and our pediatric colleagues in Boston, Toronto, Baltimore, and Seattle, we would not be where we are today with our efforts to provide profound postoperative analgesia to suffering children through the use of caudal, epidural and peripheral nerve blocks. When we began this research there was no Federal Food and Drug Administration (FDA) approval for the use of bupivacaine in infants and children, and it was only through off-label use that this effort was launched. In fact, even now the PDR states: “Until further experience is gained in children younger than 12 years, administration of Sensorcaine (bupivacaine HCl) Injection in this age group is not recommended.”(2). When Broadman administered the first epidural opioid to a 6-year-old boy, the only drug available in the United States was Winthrop® preservative-free meperidine (unpublished data, 1983). The information on how to safely use neuraxialmeperidine was obtained from Lloyd Reddick (personal communication). This axis opioid was administered to a suffering child in an off-label manner but with IRB approval. The opioid provided this boy with several days of profound analgesia, without any adverse side effects. This event may have launched a new era: the use of spinal axis opioid analgesia in pediatric patients. In our opinion, the neuraxial opioid of choice in infants and children today is hydromorphone (3), because, in equianalgesic doses, it appears to have fewer adverse side effects than morphine (i.e., pruritus, nausea, and vomiting). Hydromorphone also has better rostral spread, allowing caudal administration in abdominal cases in young children. The use of this drug is still off-label and will likely remain so, because pharmaceutical manufacturers have no financial incentive to conduct the necessary safety/efficacy research trials to obtain a FDA-approved indication for this generic medication. Perhaps, the most classic case of off-label use of an anesthetic is the millions of times per year that caudal/epidural bupivacaine is safely and effectively used to perform spinal blocks, even though the package warns “NOT FOR SPINAL ANESTHESIA.” This is a prime example that off-label use does not necessarily mean unsafe. This logic is very true in the case of gabapentin, the medication implicated by Dr. Rowlingson in his editorial. If it had not been for the off-label use of gabapentin by the Mellick brothers (4) for reflex sympathetic dystrophy in 1997, we would have lost access to what has become the first-line drug in the management of neuropathies associated with diabetes (5), Acquired Immune Deficiency Syndrome (6), and Guillain-Barre syndrome (7). The most recent use of gabapentin by Dr. Pandey et al. (8,9), in which gabapentin administered by mouth in a single dose on the evening prior to surgery reduced the need for narcotic analgesics by 50% in the postoperative period, provides hope that similar results can be obtained in children undergoing scoliosis surgery and other painful orthopedic procedures. In our experience, the only adverse side effect one observes with gabapentin is somnolence, a potentially beneficial side effect of a premedication. It is almost certain that FDA approval will neither be sought nor obtained for the perioperative use of gabapentin to promote opioid sparing in the postoperative period in adults. Even more remote is the possibility that the necessary research will be done on behalf of children. Unfortunately, off-label use is the only option for pediatric anesthesiologists in their quest to optimally manage acute and chronic pain in infants and children. Lynn M. Broadman, MD Igor Semenov, MD Department of Anesthesiology Pittsburgh Children’s Hospital Pittsburgh, PA [email protected]

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.012
metaresearch head score (Gemma)0.050
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.023
Threshold uncertainty score0.065

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.050
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0010.001
Science and technology studies0.0020.004
Scholarly communication0.0060.005
Open science0.0050.001
Research integrity0.0230.025
Insufficient payload (model declined to judge)0.0060.005

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.028
GPT teacher head0.258
Teacher spread0.230 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2006
Admission routes1
Has abstractyes

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