UMEM Educational Pearls

Category: EMS

Title: Prehospital ketamine vs midazolam for agitation

Keywords: excited delirium, sedation, intubation (PubMed Search)

Posted: 9/18/2024 by Jenny Guyther, MD
Click here to contact Jenny Guyther, MD

This study looks at the efficacy of ketamine vs. midazolam for the prehospital sedation of acutely agitated patients, examining the need for repeat sedation (by EMS or in the ED), adverse events and length of stay.

A greater number of patients required repeat sedation within 90 minutes with initial ketamine dosing compared to midazolam. There was no difference in patients receiving repeat sedation within 20 minutes between the two groups.

There were no significant differences in time to repeat sedation, total sedation doses (by EMS or in the ED), use of bag valve mask ventilation or intubation, use of physical restraints, admission location/level of care, or length of stay in the Emergency Department (ED), hospital, or Intensive Care Unit.

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I wanted to send out two websites curated in part by UMEM current and past faculty/residents/fellows which have a wealth of critical care lectures and resources:

Disclosure: *I am one of the webmasters for the STCMTCC, but have no affiliation with MCCP other than as an enthusiastic reader.



Category: Trauma

Title: Ct scan visual diagnosis

Keywords: c-spine, fracture, Burst (PubMed Search)

Posted: 9/6/2024 by Robert Flint, MD (Emailed: 9/16/2024) (Updated: 9/16/2024)
Click here to contact Robert Flint, MD

Question

Identify this radiographic finding:

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Category: Pharmacology & Therapeutics

Title: Calcium for Hyperkalemia: Does it Really Stabilize the Cardiac Membrane?

Keywords: hyperkalemia, calcium, cardiac conduction, resting membrane potential (PubMed Search)

Posted: 9/11/2024 by Alicia Pycraft (Emailed: 9/12/2024) (Updated: 9/12/2024)
Click here to contact Alicia Pycraft

The benefits of calcium treatment for hyperkalemia have historically been attributed to “membrane stabilization,” as it has been hypothesized to restore cardiac resting membrane potential.  However, the true mechanism by which calcium improves cardiac function in this setting remains unclear. This has led to inconsistencies in the clinical threshold for treating hyperkalemia with calcium. 

Piktel et al. recently conducted an experimental study investigating the adverse electrophysiologic effects of hyperkalemia and therapeutic effects of calcium treatment in isolated canine myocytes using ex vivo tissue and in vivo cellular techniques. 

Key study findings:

Effects of hyperkalemia:

  • Slowed cardiac conduction velocity by 67% ± 7% (p<0.001)
  • Shortened cardiac action potential duration by 20% ± 10% (p<0.002)
  • Elevated cardiac resting membrane potential
  • Caused QRS widening in all preparations, with appearance of the “sine wave” pattern in severe hyperkalemia

Effects of calcium treatment in the setting of hyperkalemia:

  • Increased cardiac conduction velocity by 44% ± 18% (p<0.002)
  • Caused narrowing of the QRS complex and normalization of ECG
  • NO effect on action potential or resting membrane potential
  • Effects were reversed with the addition of L-type calcium channel blockade with verapamil

Limitation: 

  • Does not account for concomitant acidosis, bradycardia, or arrhythmias which may be present in patients with hyperkalemia

Bottom line: Findings of this study suggest that calcium's beneficial effects in hyperkalemia are not attributed to “membrane stabilization,” but rather to restoration of conduction velocity through L-type calcium channels and subsequent narrowing of the QRS complex. This supports calcium treatment in hyperkalemia when the ECG shows conduction slowing and QRS widening.

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Category: Critical Care

Title: Should I tell the paramedic to intubate this out-of-hospital cardiac arrest patient?

Keywords: RSI, intubation, critical care, out of hospital cardiac arrest (PubMed Search)

Posted: 9/10/2024 by Mark Sutherland, MD
Click here to contact Mark Sutherland, MD

Airway management in the pre-hospital setting is a matter of much controversy, and overall I will defer to my EMS colleagues, but several previous studies have failed to show a benefit to endotracheal intubation in the field as opposed to alternate approaches like a supraglottic airway.  Another nod in this direction has recently come out, with Battaglini et al performing a post-hoc analysis of one of the larger studies in the history of cardiac arrest, TTM-2, looking specifically at outcomes stratified by pre-hospital airway management strategy.  

Do patients who undergo endotracheal intubation in the field do better than those who get a supraglottic airway?

No, they don't.  TTM-2 included 1900 patients, of whom 1702 had enough data to be included in this re-analysis.  28% got supraglottic airways, and 72% got endotracheal intubation.  The groups were reasonably well matched on most characteristics, and if anything most well-known prognostic factors favored the endotracheal intubation group (very slightly).  It should be noted that several outcome metrics, including modified Rankin scale, did show slight signs of benefit for the endotracheal intubation group, even sometimes in a statistically significant fashion, but fell out when a multi-regression analysis, which was the primary endpoint, was done.  

Bottom Line: In pre-hospital cardiac arrest, there remains limited data to support the notion that endotracheal intubation results in better outcomes than supraglottic airway placement.  You should defer to your local protocols and continue to work with your paramedics and EMS directors as evidence continues to evolve.  For now, I don't think there's sufficient data to suggest that a given patient should be intubated vs undergoing supraglottic airway placement, and it is probably best to defer to the judgement, training, and protocols of your folks on scene.

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Category: Trauma

Title: Plain Film Visual Diagnosis

Keywords: fracture, spine, x-ray (PubMed Search)

Posted: 9/6/2024 by Robert Flint, MD (Emailed: 9/9/2024) (Updated: 9/9/2024)
Click here to contact Robert Flint, MD

Question

Identify this injury and other associated injuries:

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Category: Trauma

Title: Bowel Injury Prediction Score

Keywords: blunt bowel injury, BIPS, prediction, blunt trauma (PubMed Search)

Posted: 9/6/2024 by Robert Flint, MD (Emailed: 9/8/2024) (Updated: 9/8/2024)
Click here to contact Robert Flint, MD

Predicting which blunt abdominal trauma patients have mesenteric or  bowel wall injuries early in their ED course will decrease morbidity and mortality. It is also a challenge even in the age of advanced CT imaging. This study from India looks at the Bowel Injury Prediction Score as a possible means to catch these injuries early in the course of care. The score uses white blood cell count over 17,000 (1 point), abdominal tenderness at the time of presentation(1 point),  as well as a McNutt's scoring scale grade 4 (1 point) (table). The study found those with a score greater than 2 (out of 0-3) were much more likely to have bowel or mesenteric injury at time of laparotomy.  Tenderness and CT findings were more likely to be predictive of bowel injury than WBC greater than 17,000. “BIPS had 94.5% sensitivity, 72% specificity, 88% PPV, and 86% NPV for identifying patients with sBBMI.”

My take away is an abnormal CT scan or significant tenderness of presentation warrant concern for mesenteric or bowel wall injury and surgical evaluation is appropriate for these patients. An elevated or normal white blood cell count isn't helpful in these patients. Surgeons may use this scale to help them decide if a patient warrants a trip to the operating room  

GRADE FINDING
1 Isolated mesenteric contusion without associated bowel wall thickening or adjacent interloop fluid collection
2 Mesenteric hematoma?<?5 cm without associated bowel wall thickening or adjacent interloop fluid collection
3 Mesenteric hematoma?>?5 cm without associated bowel wall thickening or adjacent interloop fluid collection
4 Mesenteric contusion or hematoma (any size) with associated bowel wall thickening or adjacent interloop fluid collection
5 Active vascular or oral contrast extravasation bowel transaction or pneumoperitoneum

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Category: Med-Legal

Title: Abnormal vital signs, ED discharge, and adverse events

Keywords: adverse event, vital signs, tachycardia, hypotension (PubMed Search)

Posted: 9/6/2024 by Robert Flint, MD (Emailed: 9/7/2024) (Updated: 9/7/2024)
Click here to contact Robert Flint, MD

This review reminds us that discharging emergency department patients with abnormal vital signs is a risk for the patient and the provider. The more abnormal vital signs that are present, the higher the risk of adverse event and subsequent return to the emergency department. 

“Hypotension at discharge was associated with the highest odds of adverse events after discharge. Tachycardia was also a key predictor of adverse events after discharge and may be easily missed by ED clinicians.”

Always address abnormal vital signs in your medical decision making portion of the chart and be very wary of discharging anyone with tachycardia or other abnormal vital signs.

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Category: Pediatrics

Title: Pediatric Electrolytes: Approach to Hyponatremia

Keywords: pediatrics, electrolyte, sodium (PubMed Search)

Posted: 7/5/2024 by Kathleen Stephanos, MD (Emailed: 9/6/2024) (Updated: 9/6/2024)
Click here to contact Kathleen Stephanos, MD

Continuing with the electrolyte derangements in children: Hyponatremia 

Hyponatremia is defined as a Sodium of less than 135 mmol/L and does not depend on patient age.  

This is the most common electrolyte abnormality in pediatric patients. Excessive free water is often the culprit and is usually thought of in the neonate or infant whose guardians are mixing formula incorrectly. * Additional causes include inappropriate ADH (Antidiuretic hormone) secretion, or in the case of dehydrated patients appropriate ADH secretion. Sodium wasting is rare.  

Total body water (TBW) is important to consider, and preterm neonates have higher TBW (80%) than full term (70%) and 1 year old infants (~60%) putting them at higher risk of hyponatremia.  

Recognizing the volume status of the patient aids in determining the etiology of the hyponatremia and allows for appropriate treatment. This may require obtaining urine sodium.  

Treatment: 

Hypertonic saline should be used only for patients with severe neurologic complications including seizures or altered mentation. In these patients, a hypertonic saline bolus should be given at 3-5 ml/kg of 3% NaCl over 10-15 minutes.  

In hypovolemic patients without neurologic symptoms, fluid resuscitation is the mainstay with caution to increase sodium levels by no more than 6-8mmol/L/day. For euvolemic or hypervolemic patients, fluid restriction is advised.  

Prevention: 

Importantly, when children receive IV fluids, the choice should be made to select isotonic fluids (0.9% NaCl) rather than hypotonic fluids (0.45% NaCl) to avoid iatrogenic development of hyponatremia.  

*Reminder: 2 ounces (about 60 ml) of water should be placed in the bottle, and then 1 full scoop of formula, unless directed to have higher caloric content by their doctor- in which case the amount of formula in the mixture should be higher

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Category: Obstetrics & Gynecology

Title: Mycoplasma genitalium

Keywords: Mycoplasma genitalium, PID, cervicitis (PubMed Search)

Posted: 9/5/2024 by Michele Callahan, MD
Click here to contact Michele Callahan, MD

Mycoplasma genitalium (M.genitalium, or Mgen) is a pathogen that is increasingly associated with cervicitis, pelvic inflammatory disease, preterm labor, spontaneous abortion, and infertility. Although many are asymptomatic, M.genitalium can be found in 10-30% of women with symptoms/exam findings of cervicitis. 

NAAT testing for M.genitalium is FDA-approved for use with urine and urethral, penile meatal, endocervical, and vaginal swab samples.

According to CDC guidelines, women with recurrent or persistent cervicitis should be tested for M.genitalium, and testing should be considered among women with PID.  It is not recommended to test for asymptomatic infections at this time, even in pregnancy.

High rates of macrolide resistance in this pathogen make 1 g of Azithromycin insufficient. The recommended regimen for NAAT-positive M.genitalium infections is:  Doxycycline 100 mg PO BID x 7 days to reduce bacterial load, followed by moxifloxacin 400 mg PO daily x 7 days.

Overall, more studies are needed to truly determine the clinical relevance of this pathogen. 

Consider testing for M.genitalium in patients presenting with recurrent or persistent cervicitis or pelvic inflammatory disease, as this may not respond to typical antibiotic regimens.

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Category: Critical Care

Title: Naloxone Administration in Out-of-Hospital Cardiac Arrest

Keywords: OHCA, opioid, opiates, fentanyl, overdose, cardiac arrest (PubMed Search)

Posted: 9/2/2024 by Kami Windsor, MD
Click here to contact Kami Windsor, MD

Question

The incidence of opioid-overdose-related deaths has clearly increased in the past decade, with recent estimates of up to 17% of OHCA being opioid-related in 2023. [1,2] The use of naloxone for opiate reversal in overdose is well-established, with reasonable inference but no formal proof that its use could help in opioid-associated out of hospital cardiac arrest (OA-OHCA). [3] The August publication of two trials [4,5] retrospectively examining naloxone administration in OHCA offers some perspectives…

  • Patients receiving naloxone for OHCA are:
    • More often be younger, with fewer comorbidities, but more often unwitnessed than their non-naloxoned counterparts
    • More likely to have opioid OD as a presumed etiology

and

  • Naloxone administration is associated with:
    • Increased rates/odds of ROSC and survival to hospital discharge, whether OD is suspected or not
    • And “early” naloxone (given prior to EMS IV/IO access) is associated with increased rates of DC with good neuro outcome in PEA compared to receipt after IV/IO access or none at all

[View “Visual Diagnosis” for slightly more detail on the referenced studies.]

Bottom Line: While prospective trials are absolutely needed to offer more definitive evidence regarding the use of empiric naloxone in nontraumatic OHCA, the rising incidence of OA-OHCA in the U.S. and current findings are convincing enough to encourage early naloxone administration, especially in populations with higher incidence of opioid use.

U.S. Mortality due to Opioid Overdose (CDC data)

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Attachments

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Category: Trauma

Title: Orthopedic Injuries associated with intimate partner violence

Keywords: IPV, violence, injury, ulna, orthopedics (PubMed Search)

Posted: 9/1/2024 by Robert Flint, MD (Updated: 9/18/2024)
Click here to contact Robert Flint, MD

In this systemic literature review of orthopedic injuries identified in intimate partner violence (IPV) the authors remind us that finger, hand, and especially isolated ulnar fractures are very commonly associated with IPV.  When we see these injury patterns extra effort is required to determine if IPV is involved.  

Citation **Bhandari et al.**3 **Khurana et al.**18 **Loder et al.**12 **Porter et al.**13 **Kavak et al.**7 **Thomas et al.**17
Division of injury locations Fingers, wrist, shoulder dislocation, humerus fracture Finger, hand, wrist, forearm, elbow, humerus, shoulder Finger, hand, wrist, forearm, elbow, humerus, shoulder Radius/ulna, humerus, upper extremity, right/left Phalanx, radius, ulna (diaphysis/metaphysis, distal/proximal) Phalanges (distal/medial/proximal), hand/finger, forearm, arm/shoulder right/left
Most common UEF location Fingers (n = 11) Finger (34.3%) Finger (9.9%) Radius and ulna (n = 80; 5.9%) Ulna (14.5%) Finger (46%)
Most common injury type‡ Musculoskeletal sprains (all n = 21; 28% back n = 7; neck n = 6) UEF (27.2%) Contusions/abrasion (43.4%) Rib fracture (17.5%) Soft-tissue lesions (n = 1,007, 82.2%) UEF (52%)

* IPV = intimate partner violence, UEF = upper extremity fracture, and UEI = upper extremity injury.

Summary table demonstrating the location prevalence of UEIs caused by cases of IPV. Fractures were quantified separately from other UEIs in this specific table.

In all included articles the most common injury type was an injury to the head or neck; these are excluded because of the study aim.

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Category: Pediatrics

Title: Pharmacologic Procedural Sedation in Pediatric Patients with Autism Spectrum Disorder

Keywords: procedural sedation, procedures, autism (PubMed Search)

Posted: 8/30/2024 by Rachel Wiltjer, DO (Updated: 9/18/2024)
Click here to contact Rachel Wiltjer, DO

Autism Spectrum Disorder (ASD) can often be a diagnosis that complicates usual ED evaluation and management. One of the frequently asked questions is “what medications work well for patients with autism?” It is often said, although with quite variable evidence in the literature, that benzodiazepines should be avoided in patients with ASD due to the risk of paradoxical reaction. 

This study was a meta-analysis that included 20 different studies that looked at efficacy and adverse effect of various medications and medication combinations for procedural sedation for a variety of painful and nonpainful procedures. Although the heterogeneity of the indications, medications, and other details of study design of the studies included precludes a definitive recommendation as to the best medication or regimen, it does suggest overall reasonable efficacy of midazolam both as a single agent as well as in combination with dexmedetomidine, especially when balanced against adverse effects noted with some of the more efficacious regimens. 

Take Home Point: Medication choice for patients with ASD should be individualized to the patient based on prior experiences, parental or patient input, and prescriber experience given proven efficacy of multiple regimens. Benzodiazepines should be considered within the toolkit.

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Category: Trauma

Title: Is hyperoxemia an issue in trauma patients?

Keywords: trauma, hyperopia, oxygen, length of stay (PubMed Search)

Posted: 8/29/2024 by Robert Flint, MD (Updated: 9/18/2024)
Click here to contact Robert Flint, MD

This retrospective study of Swiss trauma patients looked at blood gas oxygen levels within 3 hours of arrival to the trauma bay in severely injured patients over age 16. When comparing hypoxic, hyperoxic and normo-oxic patients there was no difference in 28 day mortality. Those with above normal oxygen levels tended toward longer hospital stays. The above normal oxygen cohort also were more likely to be intubated in the field. 

This study fits with others showing around 20% of trauma patients arrive to our trauma bays over oxygenated. More research is needed to see the impact this has on care. Be mindful of over oxygenation especially in intubated trauma patients.

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Category: Administration

Title: Medicare is Changing

Keywords: Medicare advantage, insurance, payor, fee-for-service (PubMed Search)

Posted: 8/28/2024 by Steve Schenkel, MPP, MD (Updated: 9/18/2024)
Click here to contact Steve Schenkel, MPP, MD

Traditional Medicare now covers < 50% of Medicare beneficiaries. It reimburses on a fee-for-service basis. For beneficiaries, it includes deductibles and coinsurance requirements that yield average annual out-of-pocket expenses measured in the thousands of dollars.

Medicare Advantage, the new alternative, has grown quickly. Plans typically promise beneficiaries fewer co-pays and more services. It relies on private insurers (think United, Blue Cross, Kaiser Permanente) to coordinate care and rein in costs. Subsidies to Medicare Advantage have helped spur growth, subsidies that mean costs per beneficiary for Medicare Advantage exceed those for traditional Medicare.

Which means Medicare still needs to figure out how to save money and remain viable while the US population over 65 grows.

When listening to a lecture about Medicare or reading a study that uses Medicare data, take a moment to ask “Which Medicare? Fee-for-service? Or Advantage?”

For a take on the future of Medicare, see McWilliams JM, The Future of Medicare and the Role of Traditional Medicare as Competitor, NEJM, August 22/29, 763-769.

To understand why Medicare Advantage plans are popular, see https://www.kff.org/medicare/issue-brief/10-reasons-why-medicare-advantage-enrollment-is-growing-and-why-it-matters/.

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Hepatorenal Syndrome

  • Emergency physicians evaluate patients with cirrhosis and ascites daily.
  • Patients with cirrhosis are particularly susceptible to acute kidney injury (AKI), which is associated with a significant increase in hospital mortality.
  • Hepatorenal syndrome (HRS) is a specific type of renal dysfunction in patients with cirrhosis and ascites.
  • The previous classification of HRS (Type 1, Type 2) has now been replaced by HRS-AKI, HRS-AKD, and HRS-CKD.
  • The diagnostic criteria for HRS-AKI include:
    • Increase in creatinine 0.3 mg/dL within 48 hrs or 50% from baseline value within the prior 7 days
    • Lack of improvement in creatinine or urine output within 24 hrs of adequate volume resuscitation
    • Absence of an alternative explanation for AKI
  • Management of HRS-AKI centers on accurate volume assessment, timely administration of a splanchnic vasoconstrictor (norepinephrine), administration of 20-25% albumin, and avoidance of additional nephrotoxins.

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Category: Hematology/Oncology

Title: Hypercalcemia of Malignancy

Keywords: Oncology, Endocrine, Hypercalcemia, Electrolyte (PubMed Search)

Posted: 8/26/2024 by Sarah Dubbs, MD (Updated: 9/18/2024)
Click here to contact Sarah Dubbs, MD

We see patients with nausea, fatigue, altered mental status, and other vague symptoms all day, every day in the ED. Let's not forget about hypercalcemia in the differential, especially in patients with a known malignancy!  Many tumor types secrete a Parathyroid hormone (PTH)- related protein that mimics PTH and leads to high calcium levels. 

Here are some clinical pearls on hypercalcemia of malignancy:

  • Total serum calcium does not correlate accurately with the physiologically active free form of calcium. If you are concerned, obtain an ionized calcium level OR calculate based on albumin: Corrected Calcium = (0.8 * (Normal Albumin - Pt's Albumin)) + Serum Ca
  • ECG findings of hypercalcemia can include:
    • Shortened QT interval
    • ST elevation
    • Osborne waves (positive deflection at the end of the QRS)
    • Bradydysrhythmia
  • The degree of elevation correlates with the degree of symptoms (ionized calcium):
    • Mild: Total Ca 10.5-11.9 mg/dL (2.5-3 mmol/L) or Ionized Ca 5.6-8 mg/dL (1.4-2 mmol/L)
    • Moderate: Total Ca 12-13.9 mg/dL (3-3.5 mmol/L) or Ionized Ca 8-10 mg/dL (2-2.5 mmol/L)
    • Severe, aka Hypercalcemic crisis: Total Ca 14-16 mg/dL (3.5-4 mmol/L) or Ionized Ca 10-12 mg/dL (2.5-3 mmol/L)
  • IV fluids are the mainstay of initial treatment. Some patients may benefit from bisphosphonates after fluids, with the consultation of oncology and endocrine. Hemodialysis can be considered for patients with cardiac dysrhythmias or severe neurologic symptoms, or if large volumes of fluids cannot be tolerated.

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Category: Infectious Disease

Title: What do I need to know about the recent MPox Outbreak?

Keywords: Mpox, monkeypox, outbreak, democratic republic of congo (PubMed Search)

Posted: 8/25/2024 by Mercedes Torres, MD
Click here to contact Mercedes Torres, MD

Background:

  • Monkeypox virus (MPXV) has two distinct genetic clades (subtypes of MPXV), I and II, which are endemic to central and west Africa, respectively. 
  • The global mpox outbreak that began in 2022 is caused by MPXV II
  • The recent outbreak in Democratic Republic of Congo (DRC) is caused by MPXV I

What’s new?

  • Democratic Republic of Congo (DRC) has reported more than 22,000 suspect cases of MPXV I since January 1, 2023 (annual median of 3,767 suspect MPXV I cases in prior 6 years)
  • Largest number of yearly suspected MPXV I cases ever recorded 
  • More widespread than any previous outbreak, resulting in transmission to neighboring countries [Republic of the Congo (ROC), the Central African Republic (CAR), Burundi, Rwanda, and Uganda].

Who is at risk?

Patients with epidemiologic characteristics and lesions or other signs and symptoms consistent with mpox. This includes anyone with travel to DRC or any of its neighboring countries (ROC, CAR, Rwanda, Burundi, Uganda, Zambia, Angola, Tanzania, and South Sudan) in the previous 21 days.

What to look for? 

  • Rash that may be located on the hands, feet, chest, face, mouth, anus or near the genitals
  • Lesions are firm or rubbery, well-circumscribed, deep-seated, and often develop umbilication (see below).

(Above photos from https://www.cdc.gov/poxvirus/mpox/clinicians/clinical-recognition.html)

  • Lesions progress through four stages—macular, papular, vesicular, to pustular—before scabbing over and desquamation. They are often described as painful until the healing phase when they become itchy (crusts).
  • Fever, chills, swollen lymph nodes 
  • Fatigue, myalgia (muscle aches and backache), headache
  • Respiratory symptoms like sore throat, nasal congestion, and cough
  • Illness lasts 2-4 weeks
  • Once all scabs have fallen off and a fresh layer of skin has formed, a person is no longer contagious.

What to do?

If mpox is suspected in a patient:

  • Isolate the patient in a single patient room (no special air filtration is required).
  • Use PPE (Gown, gloves, eye protection, and NIOSH-approved particulate respirator equipped with N95 filters or higher).
  • Intubation and any procedures likely to spread oral secretions should be performed in an airborne infection isolation room.
  • Notify your local health department immediately.
  • Evaluate all suspected cases related to DRC or its neighboring countries with laboratory testing (rather than clinical diagnosis alone). 
  • Counsel patients about staying away from other people and not sharing things they have touched with others; and cleaning and disinfecting the spaces they occupy regularly to limit household contamination.
  • Recommend mpox vaccine to asymptomatic close contacts of cases of MPXV.
  • Offer treatment with oral tecovirimat (TPOXX), available through the STOMP Trial. To enroll in STOMP, in the US call 1-855-876-9997.

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When it comes to walking, recent research and public health strategies have focused on how much you do that helps. This idea frequently comes up in the form of the 10,000 step goal.

A recent study in the British Journal of Sports Medicine found that walking between 9,000 and 10,000 steps/day could reduce the risk of death by 39% and cardiovascular disease by 21%.

For both outcomes (all-cause mortality and incident CVD), approximately 50% of the benefit was achieved between 4,000-4,500 steps per day.

Study accessed data on greater than 72,000 individuals (avg age 61, 58% female) using accelerometer data over an average of 6.9 years.

Instead of volume, a recent study in the same journal looked at the benefits of walking speed. 

The study looked at pooled data from 10 studies involving more than 500,000 people from the U.S., Japan and the U.K. 

Walking speed definitions:

Easy or casual walking - less than 2 mph. 

Average or normal pace was defined as 2-3mph.

A “fairly brisk” pace was 3-4 mph 

A “brisk/striding walking pace” was greater than 4mph 

Compared with people who walked at a casual/easy speed, those who walked at a normal/avg speed (2–3 mph) had a 15% lower risk of Type 2 diabetes. 

Walking at a fairly brisk pace (3–4 mph) was associated with a 24% lower risk of Type 2 diabetes.

Walking at a brisk or striding pace (over 4 mph) was associated with a 39% reduced risk of Type 2 diabetes.

Globally, 537 million adults have type 2 diabetes, a figure that is expected to reach 783 million by 2045.

Take home: Consider recommending tips on walking pace and distance for our sedentary patient population to optimize health.

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Category: Administration

Title: Research - Confounding Variables

Keywords: confounding factors, epidemiologic (PubMed Search)

Posted: 8/21/2024 by Mike Witting, MD
Click here to contact Mike Witting, MD

“I’m not going to the hospital, my father died in a hospital.”

In planning a study it’s a good practice to consider what confounding variables you may need to look out for.

Confounding variables are associated with the predictor (independent) and outcome (dependent) variables, but they are not in the causal chain. In the above example, disease is likely the predictor variable, death is the outcome variable, and going to the hospital is a confounder. Of course, this assumes the death was not iatrogenic; then the hospital would be in the causal chain.

Patients may be selected for interventions based on severity of disease, functional status, education level, and other factors, and these may be confounders.

Confounding can be addressed at the design stage, by:

  • Specification – excluding patients with the confounder (often not feasible)
  • Matching – selecting cases and controls matched by confounding variable levels
  • Randomization – randomly select patients for an intervention and hope confounding variables will balance out

It can be addressed in the analysis stage by:

  • Stratification – analyzing data in strata defined by confounding variable levels
  • Adjustment – mathematically adjusting for the confounding variable (usually by regression)

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