10 Seats available In AMU Internal Quota for MCC NEET MDS Counselling 2024

New Delhi- The Medical Counselling Committee (MCC) has recently released the seat matrix of Internal Quota (AMU) for NEET MDS Counselling 2024. As per the Internal Quota (AMU) seat matrix, there are 10 seats vacant for Round 1 NEET MDS Counselling 2024.

According to the MCC schedule, registrations for NEET MDS 2024 have begun July 1 and continue till September 14, 2024. After the completion of counselling, the academic session for PG courses will begin on August 1, 2024.

As per the Internal Quota (AMU) seat matrix, the maximum number of seats are vacant in 3 specialities i.e. Prosthodontics and Crown and Bridge, Periodontology and Orthodontics and Dentofacial Orthopaedics with 2 seats each, Followed by Oral and Maxillofacial Surgery, Conservative Dentistry and Endodontics, Oral Medicine and Radiology and Pediatric and Preventive Dentistry with 1 seat each.

SEAT MATRIX

S.NO

SPECIALITY

VACANT SEATS

1

PROSTHODONTICS AND CROWN AND BRIDGE.

2

2

PERIODONTOLOGY.

2

3

ORAL AND MAXILLOFACIAL SURGERY.

1

4

CONSERVATIVE DENTISTRY AND ENDODONTICS.

1

5

ORTHODONTICS AND DENTOFACIAL ORTHOPEDICS.

2

6

ORAL MEDICINE AND RADIOLOGY.

1

7

PEDIATRIC AND PREVENTIVE DENTISTRY.

1

TOTAL

10

To view the seat matrix, click the link below

Below is the detailed schedule-

S.NO

SCHEDULE FOR ADMISSION

ALL INDIA QUOTA/DEEMED & CENTRAL UNIVERSITIES

SHARING OF JOINED CANDIDATE’S DATA BY MCC

STATE COUNSELLING

SHARING OF JOINED CANDIDATE’S DATA BY STATES

1

Ist Round of Counselling.

1st July, 2024 to 10th July, 2024.

19th July, 2024.

10th July to 20th July, 2024.

26th July to 27th July, 2024.

2

Last date of Joining.

The last date of Joining is 17th July 2024.

25th July, 2024.

3

2nd round of Counselling.

7 th Aug, 2024

12th Aug, 2024.

4

Round-3.

12th Aug to 21st Aug, 2024.

29th Aug., 2024.

21st Aug 2024 to 26th Aug, 2024.

31st Aug.,2024.

5

Last date of joining.

28th Aug., 2024.

30th Aug., 2024.

6

Stray Vacancy.

2nd Sept., 2024 to 7th Sept., 2024.

5th Sept., 2024 to 10th Sept., 2024.

7

Last date of joining.

14th Sept., 2024.

14th Sept., 2024.

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Metabolic Syndrome Increases CV and Renal Risks in IgA Nephropathy Patients, suggests study

A recent study published in Biosciences Journal found that individuals with IgA nephropathy (IgAN) are at higher risk of cardiovascular (CV) mortality and morbidity when compared to the general population. This study suggested that the metabolic syndrome (MetS) and related metabolic risk factors were the independent risk factors for both CV disease and renal progression. 

This extensive study monitored a total of 145 patients diagnosed with Chronic Kidney Disease stages 1to 4 IgAN over a median period of 190 months. The cohort included 92 men and 53 women, with an average age of 54.7 years. This research was set out to understand how metabolic characteristics within this homogeneous group influenced their prognosis.

The results of this study unveiled that patients with MetS underwent a significantly higher number of primary endpoint events, which encompassed all-cause mortality and any CV event such as stroke, myocardial infarction, and revascularization. This also included as renal endpoints like end-stage renal disease and renal replacement therapy.

23 out of 65 patients with MetS faced primary endpoint events when compared to only 15 out of 60 patients in the non-MetS group.  The MetS group also exhibited a higher occurrence of both primary renal and CV endpoints (18/65 vs. 10/60, p = 0.001), and CV-specific events (7/65 vs. 6/60, p = 0.029) among the secondary endpoints.

Through Cox regression analysis, the study identified several independent predictors of survival for the main endpoint. These included dyslipidemia, estimated glomerular filtration rate (eGFR), hemoglobin levels, urine albuminuria and diabetes mellitus. Also, the predictors for secondary renal endpoints were dyslipidemia, hemoglobin, urine albumin and eGFR. Gender, body mass index (BMI), and diabetes were observed to be the key indicators for secondary cardiovascular endpoints.

The Kaplan-Meier survival curves of this study revealed significant differences in outcomes between the MetS and non-MetS groups. An increase in the number of MetS components was directly associated with a higher rate of primary endpoints, with patients expressing two or more MetS components that showed a marked increase in risk (p = 0.012). The findings from this study emphasize the prognostic value of the metabolic profile in patients with IgAN. In addition to this, BMI, hyperuricemia, hypertension and diabetes were observed to be as critical predictors of the disease progression.

Source:

Sági, B., Vas, T., Csiky, B., Nagy, J., & Kovács, T. J. (2024). Does Metabolic Syndrome and Its Components Have Prognostic Significance for Renal and Cardiovascular Outcomes in IgA Nephropathy? In Biomedicines (Vol. 12, Issue 6, p. 1250). MDPI AG. https://doi.org/10.3390/biomedicines12061250

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Study investigates causes of fetal growth disorders

Common complications of pregnancy affecting fetal size may be caused by irregularities in the transport of amino acids across the placenta-a finding with therapeutic implications. Intrauterine growth restriction (IUGR) and fetal overgrowth affect 15-20% of pregnancies worldwide. Abnormal fetal growth is strongly linked to the development of obesity, diabetes, and cardiovascular disease in later life. Placental transport of essential amino acids is decreased in human IUGR and increased in fetal overgrowth, but whether this was a cause or consequence was unclear.

Fredrick Rosario-Joseph and colleagues created a line of mice in which the trophoblast-the main cell type in the placenta responsible for the transport of nutrients to the fetus-overexpresses a gene known as Large Neutral Amino Acid Transporter Small Subunit 1 or Slc7a5, which codes for proteins that move essential amino acids across the placenta.

The authors hypothesized that overexpressing Slc7a5 would increase fetal growth, showing a direct mechanistic link between the transport of amino acids and these common fetal conditions. Indeed, the mice bred to overexpress Slc7a5 had placentas that were on average10% bigger and fetuses that were on average 27% bigger than control mice. According to the authors, the results could help inform therapeutics that could not only help prevent or treat pregnancy complications, but also improve the lifetime health of the next generation. 

Reference:

Fredrick J Rosario, Kenneth Barentsen, Theresa L Powell, Johann Urschitz, Thomas L Brown, Yoshikatsu Kanai, Thomas Jansson, Trophoblast-specific overexpression of the LAT1 increases transplacental transport of essential amino acids and fetal growth in mice, PNAS Nexus, Volume 3, Issue 6, June 2024, pgae207, https://doi.org/10.1093/pnasnexus/pgae207.

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Dr BN Gangadhar takes Charge as Chairperson NMC, 3 other appointments made

New Delhi: Noted Psychiatrist Dr BN Gangadhar, who till now had been holding the charge as the officiating chairperson of the National Medical Commission (NMC), has been officially appointed to the post of Chairperson, NMC. Confirmation of his appointment came as the Appointment Committee of the Cabinet (ACC) appointed various individuals to posts of the National Medical Commission and the Autonomous Boards. Three other major appointments have also been made in the NMC, in the same order. 

Dr. Gangadhar took the charge as officiating chairperson of NMC on 25.09.2023 after the tenure of Dr. Suresh Chandra Sharma had come to an end. When he was appointed as the officiating Chairperson of the NMC, Dr Gangadhar was serving as the President for Medical Assessment and Rating Board

Dr BN Gangadhar is Renowned Psychiatrist and a Former Director of the prestigious National Institute of Mental Health and Neurosciences (NIMHANS.  Dr. Gangadhar, a Senior Professor of Psychiatry, has over 30 years of extensive experience in mental health, encompassing both clinical and academic perspectives. He earned his MBBS degree from Bangalore Medical College in 1978 and joined NIMHANS as faculty in 1982 after completing his MD in Psychiatry from the same institute in 1981. In 2006, he was honored with the Fellow of National Academy of Medical Sciences (FAMS) degree, and in 2012, he received a D.Sc. (Doctor of Science) from SVYASA Yoga University, Bengaluru, for his research on Yoga and Mental Health.

Through the same ACC order, Dr Sanjay Behari, Director of Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Thiruvananthapuram, has been given charge of the President of the Medical Assessment and Rating Board (MARB). Prof. Dr. Sanjay Behari is a neurosurgeon from Lucknow who before taking charge as director of SCTIMST was an additional professor and unit head in the Department of Neurosurgery at Sanjay Gandhi Post Graduate Institute of Medical Sciences (SGPGI), Lucknow. He holds an MS in General Surgery, as well as MCH and DNB in Neurosurgery, all from SGPGI, Lucknow. Dr. Behari specializes in skull base and neurooncology, complex spine and craniovertebral junction, and vascular neurosurgery.

Meanwhile Oncologist, Dr Anil D’Cruz has been appointed as a a whole-time member of the Post-Graduate Medical Education Board. Dr Cruz is Director (Oncology) of Apollo Hospital, Mumbai. As a well-recognized global leader, clinician, researcher and teacher in Head and Neck Oncology, Dr. Anil K. D’Cruz has over 30 years of experience in the field of cancer care. His landmark contribution on the management was neck nodes in oral cancer was awarded the prestigious plenary at the American Society of Clinical Oncology in 2015.

The Appointment Committee of the Cabinet has also appointed world oncologist and Padma Shri awardee Dr. Rajendra Achyut Badwe, Professor Emeritus at Tata Memorial Centre, Mumbai, as a part-time member of the Under-Graduate Medical Education Board for a period of 2 years, until he attains the age of 70 years, or until further orders, whichever is earliest.

 With a career spanning several decades, Dr. Badwe has made significant contributions to the field of oncology, particularly in breast cancer research and treatment. His mammoth research covering 1000 breast cancer patients in India had a reported effect in reducing breast cancer deaths by 25 per cent. He was conferred the Padma Shri in 2013 by the President of India for the contribution to the field of Medicine amoungst other various accolades 

All the appointments are for a period of 4 years, until the appointee attains the age of 70 years, or until further orders, whichever is earliest. 

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Study compares ESP Block with MTP Block for Postoperative Pain in Modified Radical Mastectomy

Modified radical mastectomy (MRM) is linked to postoperative pain, which, if not effectively managed, may progress to chronic pain in nearly 55% of instances. Recent study compared the effectiveness of the erector spinae plane (ESP) block and the midpoint transverse process to pleura (MTP) block for postoperative analgesia in patients undergoing modified radical mastectomy (MRM). The study was a double-blinded, randomized controlled trial conducted at a tertiary healthcare institute in India.

Patient Selection and Method

The researchers included 66 patients assigned ASA physical status I-II, aged 18-75 years, who were scheduled for MRM. Patients were randomly allocated to receive either the ESP block or the MTP block at the T3 or T4 level on the operative side, with 15 ml of 0.5% ropivacaine. Pain was assessed using the Visual Analogue Scale (VAS) for 24 hours postoperatively. The number of patients needing rescue analgesia, the total amount of rescue analgesics consumed, and patient satisfaction scores were also compared between the two groups.

Results and Comparison

The results showed no difference in VAS scores between the two groups during the initial 2 hours. However, from the 3rd hour onwards, the ESP group had significantly lower VAS scores compared to the MTP group when followed for the next 24 hours. Eight patients in the MTP group and 3 in the ESP group required rescue analgesia in the 24-hour period. The mean dose of rescue analgesia was also significantly lower in the ESP group. Patient satisfaction scores were higher in the ESP group compared to the MTP group.

Conclusion and Limitations

The researchers concluded that the ESP block is more effective than the MTP block in providing postoperative analgesia in patients undergoing MRM. The wider craniocaudal spread of local anesthetic in the ESP block likely contributed to its superior analgesic efficacy compared to the more variable spread seen with the MTP block. The study was limited by the short 24-hour follow-up period, lack of immediate assessment of block distribution and success, and a relatively small sample size. Further larger studies are needed to confirm these findings.

Key Points

The 3 key points from the research paper are:

1. The study compared the effectiveness of the erector spinae plane (ESP) block and the midpoint transverse process to pleura (MTP) block for postoperative analgesia in patients undergoing modified radical mastectomy (MRM).

2. The results showed that the ESP group had significantly lower visual analogue scale (VAS) pain scores compared to the MTP group from the 3rd hour onwards for the 24-hour period, with fewer patients requiring rescue analgesia and a lower mean dose of rescue analgesia in the ESP group. Patient satisfaction scores were also higher in the ESP group.

3. The researchers concluded that the ESP block is more effective than the MTP block in providing postoperative analgesia for patients undergoing MRM, likely due to the wider craniocaudal spread of local anesthetic in the ESP block. However, the study was limited by the short follow-up period, lack of immediate assessment of block distribution and success, and a small sample size, requiring further larger studies to confirm the findings.

Reference –

Sethi P, Kaur M, Bhatia PK, Goyal S, Sharma A, Roy S, et al. Comparison of midpoint transverse process to pleura (MTP) block and erector spinae plane block (ESP) for postoperative analgesia in modified radical mastectomy patients: A double‑blinded, randomized control trial. J Anaesthesiol Clin Pharmacol 2024;40:344‑50.

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Should you eat more dietary fiber? New study says it depends

Nutritionists generally advise everyone to eat more dietary fiber, but a new Cornell University study suggests that its effects on health can vary from person to person. The findings indicate that recommendations should be tailored to each individual’s gut microbiome.

The study, published in Gut Microbes, focused on resistant starch, a category of dietary fiber found in such foods as bread, cereals, green bananas, whole-grain pasta, brown rice and potatoes.

The researchers identified the gut microbe species that change in response to two different types of resistant starch. They found evidence that each individual may have a unique response to eating a resistant starch, with some people benefiting and others experiencing little or no effect. The reason appears tied to the level of diversity and composition of a person’s gut microbiome.

“Precision nutrition definitely has a use in determining what dietary fiber we should tell people to eat,” said Angela Poole, assistant professor of molecular nutrition and senior author of the study.

“This is critical because we’ve had public messaging advising people to eat more dietary fiber for decades,” Poole said. “At the same time, less than 10% of people eat the recommended intake. Since there are many different types of dietary fiber and carbohydrates, a better strategy would be to collect data on each person and tell them which dietary fiber they can eat to get the most bang for their buck.”

In the study, Poole and colleagues tested three dietary treatments on 59 participants over seven weeks.

The study was supported by the President’s Council of Cornell Women and the National Institutes of Health.

References: Sri Lakshmi Sravani DevarakondaORCID Icon,Dorothy K. SuperdockORCID Icon,Jennifer Ren,Lynn M. JohnsonORCID Icon,Aura (Alex) P. Loinard-González &Angela C. PooleORCID Icon

Article: 2367301 | Received 04 Dec 2023, Accepted 07 Jun 2024, Published online: 24 Jun 2024

Cite this article https://doi.org/10.1080/19490976.2024.2367301

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Prunes may preserve bone density and strength in older women, suggests research

Dairy isn’t the only food that’s good for bone health. Prunes may also protect bone structure and strength in postmenopausal women, according to a new study led by Penn State researchers.

The findings, published in Osteoporosis International, suggest that daily prune consumption slows the progression of age-related bone loss and reduces the risk of fracture.

“This is the first randomized controlled trial to look at three-dimensional bone outcomes with respect to bone structure, geometry and estimated strength,” said Mary Jane De Souza, distinguished professor of kinesiology and physiology at Penn State. “In our study we saw that daily prune consumption impacted factors related to fracture risk. That’s clinically invaluable.”

Bones are made of dynamic tissues that are constantly in a process of remodeling. Specialized bone cells remove old bone replacing it with new bone. With age, the scales start to tip, and the body breaks down bone faster than it can build it.

The accelerated loss of bone can lead to osteoporosis, a disease where bone becomes less dense and bone structure changes, making it weaker and at greater risk of fracture. Over 10 million Americans have the condition, according to the Centers for Disease Control and Prevention, and it’s more common in women compared to men and in older adults.

It’s of particular concern among postmenopausal women, the researchers said. Estrogen, a hormone critical for bone health, declines during this life phase and lower levels of estrogen hastens the loss of bone density. While there is medication available to treat osteoporosis, the researchers said that many women who should be taking it aren’t.

Prunes offer a promising alternative, according to De Souza. They contain bioactive compounds like polyphenols that may blunt the inflammatory pathways that lead to bone loss.

Prior studies primarily used dual energy X-ray absorptiometry (DXA) to evaluate 2D bone mass density and to diagnose osteoporosis. But DXA scans can’t distinguish between different types of bone tissue or measure the structural properties of bone, which can serve as a proxy for bone strength and quality, the researchers explained.

“When we look at bone mineral density, we’re looking at how much bone there is, but we also want to know about the quality of the bone. When we look at a three-dimensional picture, we can look at bone structure, geometry and micro-architecture. In other words, it tells us how good the bone is,” De Souza said.

To see whether daily prune consumption influenced bone quality, the research team conducted a 12-month randomized controlled trial with 235 postmenopausal women. Participants were assigned to one of three groups: no prunes; 50 grams, or four to six, prunes daily; or 100 grams, or 10 to 12, prunes daily. Every six months, they were assessed using a peripheral quantitative computed tomography, or pQCT, scan, which allows for cross-sectional imaging to measure 3D bone mass density, bone geometry and bone strength.

Over the course of one year, the researchers found that measures of bone mass density and bone strength at the tibia, or shin bone, all decreased in women in the control group. In contrast, those who ate at least four to six prunes every day maintained bone density and bone strength and preserved bone structure, particularly in cortical bone. While women in both prune groups saw benefit, four to six prunes a day may be the more feasible dose. Women in the 100-gram group dropped out of the study at a higher rate because they got bored of incorporating so many prunes into their daily diet.

“It’s pretty exciting data for a 12-month study,” De Souza said. “We were able to maintain and preserve bone at the weight-bearing, cortical bone of the tibia and the maintenance of cortical bone and bone strength is key to avoiding fracture.”

Prune consumption could also potentially reduce the risk of osteoporosis, De Souza explained, but more research is needed.

With this paper, the research team has built on a suite of studies that investigate the relationship between prunes and bone health. In a prior study with the same cohort of women, the research team demonstrated that daily prunes consumption for a year also preserved total bone mass density at the hip. They’ve also investigated potential mechanisms behind prunes’ bone protective effects, including how prunes influence bacteria in the gut microbiome. De Souza said they hope to continue to expand on these findings in future studies.

Other Penn State authors on the papers include Nancy Williams, professor of kinesiology and physiology, and Janhavi Damani, doctoral student in the integrative and biomedical physiology graduate program in the Huck Institutes of the Life Sciences. Kristen Koltun, who was a doctoral student at Penn State at the time of the research and is currently an assistant professor of sports medicine and nutrition at the University of Pittsburgh, led the study. Co-author Nicole Strock, earned her doctorate at Penn State and is currently a human performance scientist at NASA Johnson Space Center. Connie Weaver, distinguished research professor at San Diego State University; Hang Lee, associate professor of medicine at Harvard Medical School; Connie Rogers, professor of nutritional sciences at the University of Georgia; Mario Ferruzzi, professor of pediatrics at the University of Arkansas for Medical Sciences; and Cindy Nakatsu, professor of agronomy at Purdue University, also contributed to the paper.

Funding from the California Prune Board supported this work.

References: Kristen J. Koltun, Nicole C. A. Strock, Connie Weaver, Hang Lee, Nancy I. Williams, Connie J. Rogers, Janhavi Damani, Mario G. Ferruzzi, Cindy H. Nakatsu & Mary Jane De Souza

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Elderly patients with terminal dentition due to stage IV periodontitis liable to have lower vegetable and micronutrient intake: Study

Elderly Chinese patients with terminal dentition due to stage IV periodontitis are liable to have lower vegetable and micronutrient intake suggests a new study published in the Journal of Clinical Periodontology.

Impairment of masticatory function in elderly patients with terminal dentition due to stage IV periodontitis (TDS4P) may lead to lower nutritional intake. The study aimed to report the dietary intake and nutrition status of elderly patients with TDS4P and compare them with those of the elderly Chinese population and the Chinese Dietary Reference Intakes (DRIs). Fifty-one consecutive subjects (≥55 years old) with TDS4P were enrolled. Average dietary intake was evaluated based on a 3-day 24-h dietary recall (24HR) and food frequency questionnaire (FFQ). The daily intake of fresh vegetables and fruits, dietary energy as well as macro and micronutrients were calculated and compared with matched national data and the Chinese DRIs. Nutritional status was assessed by Short-Form Mini-Nutritional assessment. RESULTS: Of the subjects, 19.6% (95% CI: 7.2%-28.1%) were at risk of malnutrition. The mean daily energy intake was 1517.4 kcal (95% CI: 1400.5-1634.3) for males and 1110.7 kcal (95% CI: 1001.5-1219.9) for females, which were very low compared with both the national data and the DRIs. Females derived a higher percentage of energy from fat. The mean daily intake of vegetables was 151.4 g (95% CI: 128.1-174.8) by FFQ and 130.9 g (95% CI: 104.6-157.3) by 24HR. Both results were significantly lower than the national reports (95% CI: 310.3-340.1) and the DRIs (300-450 g). Insufficient micronutrient intake, especially vitamins A, C and E, was also found. Elderly subjects with TDS4P had a lower daily energy intake, vegetable and fruit consumption and essential macro and micronutrient intake. More studies are needed to clarify the impact of periodontitis and tooth loss/replacement on nutrition and healthy ageing.

Reference:

Liu M, Liu B, Shen J, Qian S, Lai H, Yuan C, Tonetti MS. Low energy intake and nutritional maladaptation in terminal stage IV periodontitis. J Clin Periodontol. 2024 May 28. doi: 10.1111/jcpe.14022. Epub ahead of print. PMID: 38807437.

Keywords:

Elderly, Chinese, patients, terminal, dentition, stage IV periodontitis, liable, lower, vegetable, micronutrient intake, Study, Journal of Clinical Periodontology, Liu M, Liu B, Shen J, Qian S, Lai H, Yuan C, Tonetti M

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Postpartum Depression Increases the Risk of Cardiovascular Events: EHJ

A recent study published in the European Heart Journal highlighted the significant health risks associated with maternal postpartum depression which approximately affects 17% of birthing women annually. The study by Amani Meaidi and colleagues revealed a strong connection between perinatal depression and an increased risk of developing various cardiovascular diseases which underlines the urgent need for comprehensive care and monitoring of affected women.

Despite progress in understanding its psychological impacts, the somatic health consequences of postpartum depression remain less explored. This comprehensive study was set out to bridge this gap by investigating the association between perinatal depression and subsequent cardiovascular morbidity. This nationwide observational matched cohort study in Sweden included a total of 55,539 women diagnosed with perinatal depression between 2001 and 2014, matched with 545,567 unaffected women. The participants were followed up until 2020 to monitor the development of cardiovascular diseases.

The outcomes of this study found that women with a history of perinatal depression showed an elevated risk of developing hypertension, ischemic heart disease, heart failure, thromboembolism, and arrhythmias when compared to their unaffected counterparts. Also, 6.4% of women with perinatal depression underwent incident cardiovascular diseases during the follow-up period when compared to 3.7% among unaffected women. This translates to a 36% higher adjusted risk of cardiovascular disease in women with perinatal depression that has persisted for over a decade after the initial diagnosis.

Further analysis through sibling comparisons revealed that the increased cardiovascular risk remained significant, although somewhat attenuated, even when genetic and familial environmental factors were considered. This suggests a robust link between perinatal depression and cardiovascular morbidity beyond shared family characteristics.

Also, the study controlled for several known cardiovascular risk factors, including body mass index and smoking. It confirmed the association between perinatal depression and cardiovascular disease in subcohorts of women without other psychiatric disorders or adverse pregnancy outcomes that reinforces the likelihood of a causal relationship.

The observed risk of cardiovascular disease associated with perinatal depression is similar to that linked with any other form of depression. This underlines the importance of detecting and treating all forms of depression in women, not just the women diagnosed perinatally. Depression and cardiovascular disease share common genetic and pathogenic components like inflammation, which may explain the increased cardiovascular risk observed in this study.

As perinatal depression rates steadily rise, the understanding of cardiovascular disease in women remains incomplete. And so, the findings of this study provide the much-needed insight. Future research will determine whether proper therapy for perinatal depression can reduce the increased cardiovascular risk observed in this study by potentially improving long-term health outcomes for millions of women throughout the globe.

Source:

Meaidi, A. (2024). Perinatal depression and incident maternal cardiovascular disease: a neglected association. In European Heart Journal. Oxford University Press (OUP). https://doi.org/10.1093/eurheartj/ehae340

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AI may enhance accuracy and efficiency of nasal endoscopy, claims study

A team of researchers from Ochsner Health recently published an insightful article in the International Forum of Allergy & Rhinology exploring the application of convolutional neural networks (CNNs) to improve the accuracy and efficiency of nasal endoscopy. The study, authored by resident physician Dr. Vinayak Ganeshan under the guidance of senior otolaryngologist Dr. Edward D. McCoul, addresses the challenges posed by the intricate nasal cavity anatomy in rhinology diagnostics.

Nasal endoscopy (NE) is an essential diagnostic tool in rhinology, but its effectiveness can be hampered by the complex structure of the nasal cavity. The study investigated a CNN-based model designed to accurately localize and segment important landmarks in nasal endoscopy images. Images for the study were gathered from NE examinations conducted at Ochsner Medical Center in New Orleans between 2014 and 2023, using a standard digital endoscope. A total of 2,111 images underwent manual segmentation by three physicians.

The researchers configured the YOLOv8 object detection model to perform three tasks: classify the presence of a turbinate, detect its location, and apply a segmentation mask delineating its borders. Transfer learning was employed to refine the model’s performance on NE images through backpropagation and stochastic gradient descent. By manually selecting hyperparameters and halting training upon a 15-epoch stall in validation performance, the model achieved impressive results.

The model identified the inferior turbinate (IT) and middle turbinate (MT) with an average accuracy of 91.5%, an average precision of 92.5%, and an average recall of 93.8%. At a 60% confidence threshold, the model’s average F1-score stood at 93.1%.

“Our research demonstrates that convolutional neural networks can significantly enhance the precision of nasal endoscopy interpretation,” stated Dr. Ganeshan. “Achieving an average accuracy of 91.5% in localizing essential anatomical structures like the inferior and middle turbinates marks a step forward in diagnostic efficiency and accuracy.”

This successful deployment of the YOLOv8 model represents a substantial advancement in rhinology. The model’s ability to accurately identify and segment the IT and MT could aid clinicians in diagnosing and treating sinonasal diseases more effectively. This progress is particularly advantageous for trainees and non-specialists who often encounter difficulties with the nasal cavity’s complex anatomy.

“This study showcases the potential of CNNs to enhance nasal endoscopy’s accuracy and efficiency,” said Dr. McCoul. “By leveraging advanced AI technologies, we can markedly improve our diagnostic capabilities and provide superior patient care for those with sinonasal conditions.”

Reference:

Vinayak Ganeshan , Jonathan Bidwell , Dipesh Gyawali, Thinh S. Nguyen, Jonathan Morse, Madeline P. Smith, Blair M. Barton, Edward D. McCoul, Enhancing nasal endoscopy: Classification, detection, and segmentation of anatomic landmarks using a convolutional neural network, International Forum of Allergy & Rhinology, https://doi.org/10.1002/alr.23384.

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