Wednesday, September 04, 2024

 

Ketamine clinics vary widely in pregnancy-related safeguards, study finds


With use growing for treatment-resistant depression and other mental health conditions, more use of tests and contraception by patients who could become pregnant is needed, authors say



Michigan Medicine - University of Michigan

Ketamine infusion 

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A patient receives a ketamine infusion for depression at the University of Michigan Health clinic, which requires pregnancy testing before treatment begins and weekly testing during treatment, as well as specifically recommending the use of highly reliable forms of contraception during the course of ketamine therapy, for all patients who could become pregnant.

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Credit: University of Michigan/Leisa Thompson





More hospitals and clinics now offer patients ketamine therapy for severe depression, post-traumatic stress disorder and other mental health conditions that haven’t responded to other treatments.

While ketamine is a safe medication when used with medical supervision, it does have a little-known complication: it may be very harmful to a developing fetus. It should not be used during pregnancy. 

But a new study suggests that ketamine prescribers aren’t paying enough attention to this risk and should do more to make sure that patients receiving ketamine aren’t pregnant and are aware of the need to use contraception while undergoing a course of treatment over multiple months.

The new article in the Journal of Clinical Psychiatry was written by researchers from the University of Michigan’s academic medical center, Michigan Medicine. It reports the results of a survey and document review conducted of ketamine clinics nationwide, and a review of records from the ketamine clinic for depression at U-M Health

In all, they found a wide variation in policies, practices and warnings about ketamine use related to pregnancy and reproduction. This is despite the fact that the 119 clinics that answered the survey report treating a total of more than 7,000 patients with ketamine per month, and estimate that a third of patients they serve are female and pre-menopausal. 

Key findings

More than 75% of responding clinics said they have a formal pregnancy screening process, but only 20% actually require a pregnancy test at least once prior to or during treatment.

More than 90% of clinics said they note that pregnancy is a contraindication to ketamine treatment in their informed consent documents and/or conversations. But less than half of clinics reported discussing specific potential risks with patients.

The researchers also looked at informed consent documents on the websites of 70 other ketamine clinics. In all, 39% did not include language about pregnancy in their documents, and those that did were generally vague.

When it came to contraception counseling, only 26% of the clinics that answered the survey said they discuss the potential need for contraception with ketamine patients. Less than 15% of the clinics specifically recommend or require contraception use during treatment.

This is especially striking, the authors say, because more than 80% of clinics reported prescribing long-term maintenance ketamine, with nearly 70% of these saying their patients receive care for more than six months and many saying patients receive ketamine for a year or more.

The review of records from 24 patients treated with ketamine at U-M’s clinic in the past showed all had taken a pregnancy test before beginning treatment and weekly during treatment, and but only half had documentation in their records that they were using contraception.

Inspiration for the study

Lead author Rachel Pacilio, M.D., a psychiatrist who recently joined Michigan Medicine as a clinical assistant professor after completing her residency at U-M Health, said the idea for the study came to her during a rotation in the perinatal psychiatry clinic.

Patients who were pregnant or had recently given birth asked her about ketamine as an option for their treatment-resistant depression. They had heard of the potential positive impact of the drug when given intravenously as an off-label use of a common anesthetic, or as an intranasal spray of esketamine that’s marketed as Spravato and approved by the U.S. Food and Drug Administration.

“There was little guidance available to prescribers other than the general recommendation to avoid ketamine in patients who are pregnant, because of the unknown potential impact on a fetus or a breastfeeding newborn,” says Pacilio. “That sparked our interest in surveying clinics to see how they were handling this during their intake processes, initial treatment courses, and during the maintenance therapy phase. As far as we know, this is the first time this has been looked into.”

Variation in oversight

Clinics offering intravenous ketamine require specialized staff and post-administration monitoring for each session. And the FDA specifically requires least two hours of in-person observation after dosing of intranasal Spravato to ensure safety and monitor for complications.

By contrast, other formulations of ketamine can be administered outside the clinical setting with minimal oversight. Some clinics surveyed reported prescribing sublingual ketamine for at-home use.

The new study did not include online, direct-to-consumer ketamine providers that offer treatment exclusively via telehealth consultations. It is unknown how these companies address reproductive and other safety concerns despite their growing popularity among patients.

“These data suggest that a large population of patients could be pregnant, or could become pregnant, while receiving ketamine treatment via multiple routes of administration. This risk increases with the duration of therapy which can last weeks for the initial course and a year or more for maintenance,” said Pacilio. “Many patients do not know that they’re pregnant in the first weeks, and animal studies of ketamine are very concerning for potential harm to the fetus during this time.”

She noted that while many psychotropic medications have been studied extensively and found to be safe for use in pregnancy, including a variety of antidepressants, antipsychotics and other psychiatric drugs, there is no data to support the use of ketamine for psychiatric illness in pregnancy.

Pacilio pointed out that the FDA’s risk mitigation program for Spravato, the nasal form of ketamine, does not include any provisions about pregnancy. A warning issued by the FDA last fall about the risks of compounded forms of ketamine available online also does not mention precautions about pregnancy.

“The variability in practice that we see among clinics in the community in this study is stark,” said Pacilio. “The field is really in need of standardization around reproductive counseling, pregnancy testing and the recommendation for contraception during ketamine treatment.”

If someone becomes pregnant while undergoing ketamine treatment, and has to stop receiving the drug for the remainder of the pregnancy, they are at risk for a depression relapse that could continue after the baby is born. Perinatal and postpartum depression are major risk factors for a range of issues in both the birthing parent and the infant.

Need for standard guidance

After sharing their findings about U-M patients in the new study with leaders of the U-M Health ketamine clinic, Pacilio said that the clinic began recommending the use of highly-reliable forms of contraception to patients who could become pregnant while receiving ketamine treatment.

Small standalone community clinics offering ketamine therapy may not have the same resources that a large clinic like U-M’s does, so standard guidance could especially benefit them.

Interventions including improved patient education with an emphasis on the requirement for pregnancy prevention for the duration ketamine treatment during the informed consent process, routine pregnancy testing before and during treatment for appropriate patients, and effective contraceptive counseling are needed. Many of these could be easily implemented and have the potential to positively impact public health.

“Ketamine is a really effective, potentially lifesaving, treatment for the right patients, but not everyone is a good candidate for it,” she said. “As psychiatrists, we need to ensure this treatment is being delivered in a way that benefits patients while preventing harm.”

In a commentary in the journal about the U-M team’s findings, psychiatrist and journal editor Marlene Freeman, M.D., wrote that based on the new findings, “It is imperative that best practices for women of reproductive age for the use of ketamine and esketamine are determined and utilized.” She added that this is especially important in light of the changing landscape of abortion-related laws.

Freeman also noted that those who have used ketamine in any form during pregnancy, as well as other psychotropic medications, can join the National Pregnancy Registry for Psychiatric Medications during pregnancy and help provide much-needed information on the impacts of these medications.

In addition to Pacilio, the study’s authors include Jamarie Geller, M.D., M.A., a psychiatry fellow at U-M, and faculty members Juan F. Lopez, M.D.; Sagar V. Parikh, M.D. and Paresh D. Patel, M.D., Ph.D.

The study was funded by U-M Department of Psychiatry.

Safe ketamine use and pregnancy: a nationwide survey and retrospective review of informed consent, counseling, and testing practices. J Clin Psychiatry, DOI:10.4088/JCP.24m15293.


Has Quebec entered a new era of drug-related deaths?


CATCHING UP WITH BC 

University of Montreal Hospital Research Centre (CRCHUM)
Sarah Larney, a CRCHUM researcher and professor in Université de Montréal’s Department of Family Medicine and Emergency Medicine and an investigator at the Canadian Research Initiative in Substance Misuse (CRISM) 

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Sarah Larney, a CRCHUM researcher and professor in Université de Montréal’s Department of Family Medicine and Emergency Medicine and an investigator at the Canadian Research Initiative in Substance Misuse (CRISM)

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Credit: CHUM




For the last decade, people who use drugs in Quebec have been partially sheltered from Canada’s drug overdose epidemics. But since 2020, the picture has changed: the contamination of the drug market is now present in Quebec, and what happened in British Columbia and Ontario is now happening here, says researcher Sarah Larney.

In a recent study published in Drug and Alcohol Review, she analyzed datasets of accidental deaths between 2012 and 2021 determined by the coroner to be due to opioids or stimulants, and what she found out is worrying: the drug-related mortality rates in Quebec increased over time, peaking in 2020 and remaining high in 2021.

In addition, fentanyl and new synthetic opioids are on track to become the most commonly detected substances in opioid poisoning deaths in the near future.

These drugs often contain adulterants, active pharmaceutical ingredients added to enhance or mimic the expected effects of the illicit substance being used.

“In the recent past, people used to buy heroin and there were adulterants in it, but those adulterants didn’t kill you. Now you can only buy fentanyl, which is far more potent than heroin, and the adulterants are much more deadly as well,” says Sarah Larney, a professor in Université de Montréal’s Department of Family Medicine and Emergency Medicine and an investigator at the Canadian Research Initiative in Substance Misuse (CRISM).

We discuss her study results in more detail.

Q. The drugs currently offered on the illegal market in Quebec (fentanyl and derivatives) are not the same as in 2019. How do you explain this market shift when Quebec traditionally differentiated itself from British Columbia?

A. It coincides with the COVID-19 pandemic, even though there were signs that fentanyl was on the rise before that. The opioid overdose epidemic has been made worse in Canada by this “Big Event”, which had escalated from approximately 3700 drug poisoning deaths in 2019 to over 7300 deaths in 2022.

The pandemic disrupted the drug market, catalyzing and accelerating the change in what people were buying and using.

In fact, a key change is the greatly increased presence of fentanyl and new synthetic opioids in opioid poisoning deaths recorded in Quebec since 2020.

Toxicological findings from drug-related deaths suggest that Quebec potentially may have entered a new era of elevated overdose mortality at this time.

 

Q. You also found that deaths were often due to a combination of opioids and benzodiazepines. Why is this a concern from a public health perspective?

A. Most overdoses involve more than one drug. For a long time, overdoses in Quebec involved well-known benzodiazepines like Valium. But now we are seeing potent new benzodiazepines (synthetic tranquillizers) being combined with opioids, intentionally or not.

This novel combination is of particular concern. The sedative effects of benzodiazepines combined with the tendency of opioids to slow the central nervous system and respiratory system, increase the risk of overdose and reduce the effect of naloxone to wake someone up.

The risk of overdose is higher than before, the risk of not recovering from an overdose is also higher. It is a very scary situation.

 

Q. Despite all the overdose prevention campaigns, overdose mortality rates have gone up. What do you think we should do to tackle this issue more effectively?

A. With nearly 45,000 opioid overdose deaths recorded between 2016 and 2023, Canada continues to grapple with a drug poisoning epidemic.

Interventions are essential. Naloxone, safer supply, accessible supervised consumption sites are part of the answer, but they are not enough today even though we know harm reduction works.

Now, with the lethality of the drug supply, we need to look at drug law reform, such as drug decriminalization or even legalization. We can take inspiration from a fairly successful model in Portugal, which has reduced overdoses and HIV cases, and try it at the city level in Montreal, for example.

Moreover, the literature tells us that criminalization and punishment do not work. Instead, we should invest in social policy reforms that address the root causes of problematic drug use: poverty, income inequality, and the housing crisis.

Our study draws attention to what the most recent data says: things have changed and we need to respond.

 

Science writing: Bruno Geoffroy

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About this study 

Trends in toxicological findings in unintentional opioid or stimulant toxicity deaths in Québec, Canada, 2012–2021: Has Québec entered a new era of drug-related deaths?,” by Uyen Do under the supervision of Sarah Larney and her colleagues, was published August 6, 2024, in Drug and Alcohol Review.

Sarah Larney is supported by a Research Scholar award from Fonds de recherche du Québec.

 

About the CHUM Research Centre (CRCHUM)  

Université de Montréal's affiliated hospital research centre, the CRCHUM, is one of North America’s leading hospital research centres. It strives to improve the health of adults through a continuum of research spanning disciplines such as basic science, clinical research and population health. Some 2,120 people work at the CRCHUM, including nearly 550 researchers and more than 525 graduate students and postdoctoral fellows. crchum.com 

About Université de Montréal  

Deeply rooted in Montréal and dedicated to its international mission, Université de Montréal is one of the top universities in the French-speaking world. Founded in 1878, Université de Montréal today has 13 faculties and schools, and together with its two affiliated schools, HEC Montréal and Polytechnique Montréal, constitutes the largest centre of higher education and research in Québec and one of the major centres in North America. It brings together 2,300 professors and researchers and has close to 67,000 students. umontreal.ca 

 

 

Vision-based ChatGPT shows deficits interpreting radiologic images


NOT QUITE READY FOR PRIME TIME


Radiological Society of North America




OAK BROOK, Ill. – Researchers evaluating the performance of ChatGPT-4 Vision found that the model performed well on text-based radiology exam questions but struggled to answer image-related questions accurately. The study’s results were published today in Radiology, a journal of the Radiological Society of North America (RSNA).

Chat GPT-4 Vision is the first version of the large language model that can interpret both text and images.

“ChatGPT-4 has shown promise for assisting radiologists in tasks such as simplifying patient-facing radiology reports and identifying the appropriate protocol for imaging exams,” said Chad Klochko, M.D., musculoskeletal radiologist and artificial intelligence (AI) researcher at Henry Ford Health in Detroit, Michigan. “With image processing capabilities, GPT-4 Vision allows for new potential applications in radiology.”

For the study, Dr. Klochko’s research team used retired questions from the American College of Radiology’s Diagnostic Radiology In-Training Examinations, a series of tests used to benchmark the progress of radiology residents. After excluding duplicates, the researchers used 377 questions across 13 domains, including 195 questions that were text-only and 182 that contained an image.

GPT-4 Vision answered 246 of the 377 questions correctly, achieving an overall score of 65.3%. The model correctly answered 81.5% (159) of the 195 text-only queries and 47.8% (87) of the 182 questions with images.

“The 81.5% accuracy for text-only questions mirrors the performance of the model’s predecessor,” he said. “This consistency on text-based questions may suggest that the model has a degree of textual understanding in radiology.”

Genitourinary radiology was the only subspecialty for which GPT-4 Vision performed better on questions with images (67%, or 10 of 15) than text-only questions (57%, or 4 of 7). The model performed better on text-only questions in all other subspecialties.

The model performed best on image-based questions in the chest and genitourinary subspecialties, correctly answering 69% and 67% of the image-containing questions, respectively. The model performed lowest on image-containing questions in the nuclear medicine domain, correctly answering only 2 of 10 questions.

The study also evaluated the impact of various prompts on the performance of GPT-4 Vision.

  • Original: You are taking a radiology board exam. Images of the questions will be uploaded. Choose the correct answer for each question. 
  • Basic: Choose the single best answer in the following retired radiology board exam question. 
  • Short instruction: This is a retired radiology board exam question to gauge your medical knowledge. Choose the single best answer letter and do not provide any reasoning for your answer. 
  • Long instruction: You are a board-certified diagnostic radiologist taking an examination. Evaluate each question carefully and if the question additionally contains an image, please evaluate the image carefully in order to answer the question. Your response must include a single best answer choice. Failure to provide an answer choice will count as incorrect. 
  • Chain of thought: You are taking a retired board exam for research purposes. Given the provided image, think step by step for the provided question. 

Although the model correctly answered 183 of 265 questions with a basic prompt, it declined to answer 120 questions, most of which contained an image.

“The phenomenon of declining to answer questions was something we hadn’t seen in our initial exploration of the model,” Dr. Klochko said.

The short instruction prompt yielded the lowest accuracy (62.6%).

On text-based questions, chain-of-thought prompting outperformed long instruction by 6.1%, basic by 6.8%, and original prompting style by 8.9%. There was no evidence to suggest performance differences between any two prompts on image-based questions.

“Our study showed evidence of hallucinatory responses when interpreting image findings,” Dr. Klochko said. “We noted an alarming tendency for the model to provide correct diagnoses based on incorrect image interpretations, which could have significant clinical implications.”

Dr. Klochko said his study’s findings underscore the need for more specialized and rigorous evaluation methods to assess large language model performance in radiology tasks.

“Given the current challenges in accurately interpreting key radiologic images and the tendency for hallucinatory responses, the applicability of GPT-4 Vision in information-critical fields such as radiology is limited in its current state,” he said.

###

“Performance of GPT-4 with Vision on Text- and Image-based ACR Diagnostic Radiology In-Training Examination Questions.” Collaborating with Dr. Klochko were Nolan Hayden, M.D., Spencer Gilbert, B.S., Laila M. Poisson, Ph.D., and Brent Griffith, M.D.

Radiology is edited by Linda Moy, M.D., New York University, New York, N.Y., and owned and published by the Radiological Society of North America, Inc. (https://pubs.rsna.org/journal/radiology)

RSNA is an association of radiologists, radiation oncologists, medical physicists and related scientists promoting excellence in patient care and health care delivery through education, research and technologic innovation. The Society is based in Oak Brook, Illinois. (RSNA.org)

For patient-friendly information on medical imaging, visit RadiologyInfo.org.

 

WVU develops prevention and response program for rural youth at risk of sexting, bullying and self-harm





West Virginia University
RiskyBehaviorTexting 

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Youth in rural communities are at high risk for behaviors such as bullying and sexting. Yet rural areas often lack mental health resources for youth and support for caregivers. With a series of virtual trainings and podcasts, a WVU counseling researcher aims to move the needle. 

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Credit: WVU Photo/Maddy Watson





A researcher at West Virginia University is working to prevent risky behaviors like sexting and self-harm in rural youth.

With $343,719 in U.S. Department of Agriculture funding, assistant professor Kristine Ramsay-Seaner, a counseling expert at the WVU College of Applied Human Sciences, will oversee the development of trainings and other resources to support professionals who work with youth in rural communities across the United States, in collaboration with the University of Georgia, South Dakota State University and North Dakota State University.

“Poverty, social isolation, lack of access to mental health treatment — those factors and others contribute to rural youths’ heightened risk for behaviors like sexting, self-harm, substance use, bullying and disordered eating,” Ramsay-Seaner said.

“The average age of exposure to pornography is now 12 years of age, with some studies suggesting as early as 11. One 2021 analysis found 19.3% of youth had sent a sext, 34.8% had received one and 14.5% had forwarded one without consent.”

In West Virginia, for example, schools have provided educators and students with trainings related to violence prevention, but Ramsay-Seaner said gaps remain on topics such as sexting, digital scams and even self-harm. Kids’ digital risk will only grow as society’s reliance on technology increases, she emphasized.

She said the problem is exacerbated because parents and frontline youth service professionals in rural areas receive limited training on how to recognize and address problematic behaviors. That’s why she’s developing virtual trainings and a podcast series teaching professionals and parents about risks to middle- and high-school-aged youth and how to react.

Working closely with WVU Extension and other state Extension offices, Ramsay-Seaner will provide rural caregivers with evidence- and research-based tools which expand the Youth Mental Health First Aid program that is already the primary risk prevention program for rural communities. 

They’ll offer the intensive trainings virtually to avoid the time constraints and financial barriers posed by long, onsite sessions.

The virtual trainings will comprise eight modules that educate youth development professionals and parents about trends in risky youth behaviors, and how to address those.

“Utilizing skills such as active listening and non-judgmental communication, we want to prepare youth service professionals to respond to the complex needs of today’s youth,” Ramsay-Seaner said. 

Each module will be offered multiple times to afford participants maximum flexibility, and each will highlight topics relevant to the session’s particular audience. Attendees — including parents, school staff, 4-H professionals and volunteers, and workers in the foster care system — will commit to at least four hours of training. Pre- and post-training assessments will allow Ramsay-Seaner and her colleagues to test whether the sessions are effective.

The team will also produce a 24-episode “how to talk to your teen” podcast series featuring half-hour interviews with national experts who offer practical guides to discussing risk behaviors in a way that’s comfortable for both youth and adults.

Ramsay-Seaner added the risks to youth in rural areas are very real, pointing out the number of emergency room visits for self-harm and self-inflicted firearm injuries is much higher among rural youth than those from metropolitan areas. In 2023, about 16% of all U.S. emergency room visits for self-harm were made by youth in rural areas, she said.

“We also see e-cigarette use increasing more among rural youth than among youth in small and large cities. We see that almost 8% of rural U.S. youth have substance use disorders, including 3.5% with alcohol use disorders — again, higher than in urban areas. Kids from rural places use methamphetamines more than kids from cities. They sniff inhalants like glue or aerosols more. In one survey conducted among rural high schoolers in a southern state, 30% of the kids reported sending nude photos of themselves to another person.”

She continued, “All these behaviors come with serious risks, and they deserve serious, well-informed conversations. It’s our goal to help adults have those conversations and make them count.”

 REIFICATION

How cheerful is that water bottle?


New research connects happy keywords to happier shoppers and may help marketers make better use of online ads



University of Georgia



Athens, Ga. – New research from the University of Georgia Terry College of Business shows consumers use “happier” words to search for products when they are in a good mood. Researchers have connected those positive search terms with an increased likelihood of clicking on search engine ads.

The study connects marketing’s more traditional research into how marketers manipulate and react to consumers’ emotions and behavior at brick-and-mortar retailers to today’s digital realities.

“There’s a lot of research about how you feel when you’re in a store, how you feel when you see a product, but now people begin the shopping process online before they step foot in a store,” said Sarah Whitley, an assistant professor of marketing in UGA’s Terry College. “They may operate differently in this online space, and we need to understand how emotions play a role."

Positive search terms may lead to more ad clicks

The research team analyzed a set of more than 5 million archived searches and ran experiments with 6,800 participants.

The team found people who were primed to be in a better mood by being shown pictures of positive things (e.g., babies, bubbles, sunshine, etc.) were significantly more likely to use cheerful words to describe their desired product in their online search. When search engine ads were presented in response to these more positive search terms, they were about 50% more likely to generate site visits than the same search terms without a “happy” modifier, regardless of product category.

For instance, test subjects who used positive emotion search terms — such as joyful, cheerful, playful and inspiring — to describe a water bottle were more than twice as likely to click on ads at the top of their search results than people who used non-emotion descriptors such as clear, metal and lightweight. Other products such as books and posters showed similar effects.

“The positive feeling has nothing to do with the product they are searching for; it’s just something they are feeling at the moment,” said Anindita Chakravarty, co-author of the study and Terry Dean’s Advisory Council Distinguished Professor.“ When it happens they’re feeling happy and need to search for a product at the same time, they are going to use more positive words when they type in their search query. And that’s when the practical implications come in.”

Marketers may want to target happier shoppers early in the buying process

The difference between ad clicks generated by cheerful and neutral searchers is connected to happy consumers’ reduced skepticism about ads.

“When people are in a positive mood and experiencing positive emotions, they have rose-colored glasses on,” Whitley said. “Every person carries around this knowledge in their head that allows them to see how marketers are trying to persuade them — persuasion knowledge. “When you’re in a positive mood, it dampers down that tendency to use your persuasion knowledge to avoid ads. You’re less skeptical and view advertising content more positively.”

Online marketers have long known more precise search terms and price-oriented search terms are clues that online consumers are closer to completing a purchase and more willing to click on an ad.

“If (consumers are) feeling positive, they may be less suspicious of your ads and more likely to click on them, and you’d have a larger ROI on your ad spending,” said Whitley.

So, they spend money to have their ads shown when consumers search for specific product characteristics, logistics or deals that generate more return for their ad money.

In light of this new research, marketers may want to reserve some ad dollars to reach shoppers in a positive mood earlier in the buying process.

“Instead of just thinking about deal-based search terms, marketers might want to consider some of these positive emotion words in search terms that can indicate how the consumer is feeling at that moment,” Whitley said. “Because if they’re feeling positive, they may be less suspicious of your ads and more likely to click on them, and you’d have a larger ROI on your ad spending.”

Whitley and her co-authors — Terry College Dean’s Advisory Council Distinguished Professor of Marketing Anindita Chakravarty  and fellow associate professor Pengyuan Wang — published their findings on what motivates shoppers to click online search ads in “Positive Emotions During Search Engine Use: How You Feel Impacts What You Search For and Click On” in the Journal of Marketing.