Impact of artificial intelligence in the management of esophageal, gastric and colorectal malignancies

The incidence of gastrointestinal malignancies has increased over the past decade at an alarming rate. Colorectal and gastric cancers are the third and fifth most commonly diagnosed cancers worldwide but are cited as the second and third leading causes of mortality. Early institution of appropriate therapy from timely diagnosis can optimize patient outcomes. Artificial intelligence (AI)-assisted diagnostic, prognostic, and therapeutic tools can assist in expeditious diagnosis, treatment planning/response prediction, and post-surgical prognostication. AI can intercept neoplastic lesions in their primordial stages, accurately flag suspicious and/or inconspicuous lesions with greater accuracy on radiologic, histopathological, and/or endoscopic analyses, and eliminate over-dependence on clinicians. AI-based models have shown to be on par, and sometimes even outperformed experienced gastroenterologists and radiologists. Convolutional neural networks (state-of-the-art deep learning models) are powerful computational models, invaluable to the field of precision oncology. These models not only reliably classify images, but also accurately predict response to chemotherapy, tumor recurrence, metastasis, and survival rates post-treatment. In this systematic review, we analyze the available evidence about the diagnostic, prognostic, and therapeutic utility of artificial intelligence in gastrointestinal oncology.

Vascularized Composite Allograft Versus Prosthetic for Reconstruction After Facial and Hand Trauma: Comparing Cost, Complications, and Long-term Outcome

ABSTRACT

In the past decade, vascularized composite allotransplantation (VCA) has become clinical reality for reconstruction after face and hand trauma. It offers patients the unique opportunity to regain form and function in a way that had only been achieved with traditional reconstruction or with the use of prostheses. On the other hand, prostheses for facial and hand reconstruction have continued to evolve over the years and, in many cases, represent the primary option for patients after hand and face trauma. We compared the cost, associated complications, and long-term outcomes of VCA with prostheses for reconstruction of the face and hand/upper extremity. Ultimately, VCA and prostheses represent 2 different reconstructive options with distinct benefit profiles and associated limitations and should ideally not be perceived as competing choices. Our work adds a valuable component to the general framework guiding the decision to offer VCA or prostheses for reconstruction after face and upper extremity trauma.

Steroid-free maintenance immunosuppression using alemtuzumab in pediatric kidney transplantation: Long-term longitudinal follow-up

BACKGROUND

There is a scarcity of long-term data on steroid-free immunosuppression using alemtuzumab in pediatric kidney transplantation (KTx). This study examines long-term outcomes with alemtuzumab without steroid maintenance therapy in pediatric KTx.

METHODS

From July 2005 to June 2015, 71 pediatric KTx recipients received alemtuzumab without steroid maintenance. They were followed from 4.1 to 14.1 years post KTx.

RESULTS

Patient survival: One child expired with a functioning graft from post-transplant lymphoproliferative disorder (PTLD). Patient survival was 98.6%. Graft survival: Eighteen grafts were lost (16 from chronic rejection). Graft survival at 5 and 10 years was 92.3% and 61.3%, respectively. Rejection: Twenty-three (32.4%) patients were free from T-cell-mediated rejection (TCMR), 16 (22.5%) had >3 episodes. Sixteen (22.5%) were treated for antibody-mediated rejection (AMR). Infection: Twenty-three children developed Epstein-Barr virus (EBV), 5 developed cytomegalovirus (CMV), and 20 developed BK virus infection. Four (5.6%) developed PTLD. Twenty-two (31.0%) required treatment for neutropenia. Growth parameters: Mean height and weight increased by 0.56 and 0.69 SDS (standard deviation score), respectively. Body mass index increased by 5.1 kg/m² at 10 years. Less than 40% required antihypertensive medications at all-time points.

CONCLUSION

Alemtuzumab, without corticosteroid maintenance, offers 98.6% patient survival at 14 years with five and 10-year graft survival of 92.3% and 61.3%, respectively. TCMR and AMR requiring treatment were 67.4% and 22.5%, respectively. CMV, EBV, and BK viremia rates were 7.0%, 32.4%, and 28.2%, respectively. Thirty-one percent were treated for neutropenia; 5.6% developed PTLD. There were improvements in growth parameters and blood pressure.

Review of Standardized Incidence Ratios (SIR) of non-lymphoid de novo malignancies after liver transplantation: Structured analysis of global differences

INTRODUCTION

De Novo malignancy after liver transplantation (LTx) is the second most common cause of death in adult LTx recipients. The current report identifies differences in Standardized Incidence Ratios (SIR) for various non-lymphoid de novo malignancies by comparing and analyzing post LTx SIR for non-lymphoid de novo malignancies.

MATERIAL AND METHODS

A thorough search of PubMed and Web of Science databases was conducted; 25 publications describing de novo malignancies post-LTx with SIR were identified.

RESULTS

Overall SIR varied from 1.4 to 11.6 (median 2.4). Oropharyngeal/larynx (OPL), lung, colo-rectal, and kidney malignancies were more prevalent with higher SIR (median = 4.4, 1.9, 2.67, 2.5, respectively). Breast and prostate malignancies were also more prevalent with lower SIR (median = 0.9, 1.0, respectively). Pancreatic, central nervous system (CNS), melanoma, rare cancers and Kaposi's sarcoma were less prevalent (except in Italy and Sweden) but had much higher SIR (median = 2.6, 2.4, 2.02, 22.5 and 53.6, respectively). The overall higher SIR values are related to the age of the recipient, length of follow-up, the grouping of different organ systems, inclusion or exclusion of epidermal non-malacotic skin cancers, lymphoid malignancy, and occurrence of rare malignancies including Kaposi's sarcoma.

CONCLUSION

OPL, lung, gastrointestinal, kidney, and bladder malignancies were more prevalent with higher SIR. Breast and prostate cancers were more prevalent with lower SIR. Pancreatic, CNS, melanoma, rare cancers and Kaposi's sarcoma were less prevalent with higher SIR. Age of the recipients, length of follow-up, and rare cancer types influence overall SIR values with some global differences.

A240 HOME PARENTERAL NUTRITION IN OLDER VERSUS YOUNGER PATIENTS: CLINICAL CHARACTERISTICS AND OUTCOMES

Background

There is a demographic shift toward older patients receiving home parenteral nutrition (HPN) but there is little data on their clinical characteristics and outcomes versus younger HPN patients.

Aims

The objective of this study was to determine if there are any differences between older (> 60 years) and younger (18–59 years) HPN patients in regard to HPN indications, prescriptions and outcomes over the first 2 years receiving HPN.

Methods

This was a retrospective analysis of prospectively collected data from HPN adult patients entered in the password protected web-based Canadian HPN Registry. New HPN patients enrolled between 2003 and 2017 and receiving HPN for 2 years were selected from 8 participating programs across Canada. Data included demographics, anthropometrics, PN prescriptions, line sepsis events, survival and quality of life based on the Karnofsky Performance Status (KPS).

Results

402 patients met the inclusion criteria: 184 patients were 60 years old or above (older group) and 219 patients were between 18 and 59 years old (younger group). Around 64% of both groups were female. There were no significant differences in the main indications for HPN, body mass index (BMI), and PN prescriptions at baseline. At 2-years, younger patients received more calories from PN than older patients (27.88 vs 19.56 Kcal/kg respectively, p <0.001) but BMI remained comparable between groups. There were less line sepsis in the older group versus the younger group (20% vs 36%, p=0.0023) but 78% of younger patients remained alive versus 69 % in the older group (p=0.0401). In those alive, the proportion of patients remaining on HPN was comparable (older group: 77%; younger; group 81%, p=0.4709) and the proportion of patients with a reasonable quality of life (KPS > 60) was similar (older group: 58%; younger group: 63%, p=0.2156).

Conclusions

Older HPN patients have similar clinical characteristics as younger patients but with reduced line sepsis events and higher 2-year mortality.

Funding Agencies

Ontario Medical Supply, Takeda, Fresenius Kabi and Baxter Inc

Gender Representation at Conferences, Executive Boards, and Program Committees in Otolaryngology

OBJECTIVE

Women represent approximately 28.0% of academic otolaryngologists. Previous studies have shown that women in academic medicine, including surgical subspecialties, have disparate career advancement opportunities and grant funding compared to male counterparts. Representation at major academic meetings is an important career advancement opportunity. In this study, we assess the representation of women at otolaryngology conferences.

STUDY DESIGN

Cross-sectional analysis of otolaryngology conference programs.

METHODS

All publicly available scientific programs from The American Academy of Otolaryngology-Head and Neck Surgery Foundation Annual Meeting (AAO-HNSF), the Triological Society Annual Combined Sections Meeting (TS), and the Triological Society Annual Meeting at Combined Otolaryngology Spring Meetings (TS-COSM) were obtained and analyzed. Name and gender were collected, along with the type of role: speaker, panelist, oral session moderator, and other leadership positions. Yearly trends were analyzed and compared between the conferences and in aggregate.

RESULTS

AAO-HNSF had available scientific programs from 2012-2017, while TS and TS-COSM had programs available from 2003-2018. Across all conferences and years, 16.9% of recorded opportunities were occupied by women, with an upward trend from 2005 to 2018. Program committees had the highest proportion of women (21.4%) and presidential citation and guest of honor recipients had the lowest (9.1%). Of all panels, 87.5% did not have any women panelists in 2003, but by 2018 only 24.0% panels were male-only. There was marked repetition among women occupying roles, with only 423 unique women occupying a total of 1,733 filled spots.

CONCLUSION

Measured representation of women in academic otolaryngology conferences has improved from 2003-2018. Despite this improvement, gender disparity still exists.

LEVEL OF EVIDENCE

5 Laryngoscope, 131:E373-E379, 2021.

Effect of residue structure on the thermal and thermoresponsive properties of γ-substituted poly(N-acryloyl-2-pyrrolidones)

We discuss the results of an investigation into the structure/property correlations of γ-substituted poly(N-acryloyl-2-pyrrolidone)s, a recently reported class of pyrrolidone-based polymers prepared from pyroglutamic acid, a bio-derived resource.

Sterol, Triterpenic Dialcohol, and Triacylglycerol Compounds of Extra Virgin Olive Oils from Some Tunisian Varieties Grown in the Region of Tataouine

The aim of this work was to study some of the chemical characteristics of virgin olive oils produced by three varieties grown in Tataouine (south of Tunisia). The oil samples studied were characterized by high levels of oleic acid (470%) and relatively low percentages of linoleic and palmitic acids (≤13% and ≤10%, respectively). They were also characterized by three primary triacylglycerols: OOO, POO, and OOL, and three secondary triacylglycerols POL + SLL, SOO, and PPO. The sterol and triterpenic dialcohol compositions of all the samples lay within the established regulatory limits. The main sterols found were b-sitosterol, Δ5-avenasterol, and campesterol. The amount of minor sterols present (24-methylenecholesterol, cholesterol, Δ7-avenasterol, and Δ7-stigmastenol) varied widely according to the varieties. The levels of erythrodiol + uvaol were below the upper legal limit of 4.5% in all analyzed samples. The results obtained showed that the great variability in oil composition among the varieties studied are influenced exclusively by the genetic factor.

Lamotrigine reduces painful diabetic neuropathy: a randomized, controlled study

OBJECTIVE

To study the efficacy of lamotrigine in relieving the pain associated with diabetic neuropathy.

METHODS

The authors randomly assigned 59 patients to receive either lamotrigine (titrated from 25 to 400 mg/day) or placebo over a 6-week period. Primary outcome measure was self-recording of pain intensity twice daily with a 0 to 10 numerical pain scale (NPS). Secondary efficacy measures included daily consumption of rescue analgesics, the McGill Pain Questionnaire (MPQ), the Beck Depression Inventory (BDI), the Pain Disability Index (PDI), and global assessment of efficacy and tolerability.

RESULTS

Twenty-four of 29 patients (83%) receiving lamotrigine and 22 of 30 (73%) patients receiving placebo completed the study. Daily NPS in the lamotrigine-treated group was reduced from 6.4 +/- 0.1 to 4.2 +/- 0.1 and in the control group from 6.5 +/- 0.1 to 5.3 +/- 0.1 (p < 0.001 for lamotrigine doses of 200, 300, and 400 mg). The results of the MPQ, PDI, and BDI remained unchanged in both groups. The global assessment of efficacy favored lamotrigine treatment over placebo, and the adverse events profile was similar in both groups.

CONCLUSIONS

Lamotrigine is effective and safe in relieving the pain associated with diabetic neuropathy.

Prediction of bone loss in patients with primary hyperparathyroidism using quantitative bone SPECT

Bone loss is a major complication of primary hyperparathyroidism (PHPT), and it has significant implications in the treatment of this disease. Bone turnover was measured in patients with PHPT, using quantitative bone SPECT (QBS), to determine if the rate of bone loss could be predicted before a significant decrease in bone mass occurs.

METHODS

Forty-six patients were included in the study. QBS and bone mineral density (BMD) of the lumbar spine (LS) and femoral neck (FN) were done at baseline. The percent deviation of QBS in patients with PHPT from the values in normal matched controls was calculated. BMD was measured again after a mean of 17.5 mo in 38 patients, and in 29 patients a repeat BMD study was done after a mean of 41.4 mo. The change in BMD in patients with high and normal QBS values was compared using the nonparametric Mann-Whitney test. Regression analysis tested the correlation between baseline QBS values and BMD changes over time.

RESULTS

For the FN, there was a statistically significant difference in the BMD change between patients with high and normal QBS values for short-term follow-up (-2.82%+/-4.80% versus 1.45%+/-4.67%, p < 0.05) and for long-term follow-up (-3.53%+/-5.34% versus 0.92%+/-2.40, p < 0.02). There was a negative correlation in the FN, r=-0.48 between QBS values and the percentage of change in BMD. There was no significant difference between the percentage of change in BMD in the LS in patients with high and normal QBS values for either short- or long-term follow-up.

CONCLUSION

The results of this study show that QBS can predict bone loss in the FN in patients with PHPT. QBS can thus indicate the need for surgery at an early stage of the disease to prevent bone loss.

Lamotrigine in the treatment of painful diabetic neuropathy

An open trial was conducted to study the potential efficacy of lamotrigine, a novel antiepileptic agent that blocks voltage-sensitive sodium channels and inhibits the release of glutamate, in relieving the pain associated with diabetic neuropathy. Subsequent to a 1 week washout period from previous analgesics, lamotrigine was administered at a dose of 25 mg/day for 1 week. The dose was doubled on a weekly basis up to 400 mg/day over 6 weeks. The McGill pain questionnaire (MPQ), spontaneous pain and a series of mechanical and thermal stimuli-induced pain were measured with the use of 0-100 visual analogue scale (VAS), on seven office visits. Pain level was also recorded by each patient twice daily, 1 week before, during, and 2 weeks after the treatment period with the use of a 0-10 numerical pain scale (NPS). Quantitative mechanical (Von Frey filaments) and thermal testing (QTT), and routine blood tests were performed at the beginning and at the end of the study. Thirteen patients completed the study. Spontaneous pain measured by VAS and NPS gradually dropped from a baseline of 49 +/- 8 and 6.8 +/- 0.6, to 20 +/- 8.6 (p < 0.001) and 4.3 +/- 0.9 (p < 0.001), respectively, at the end of the treatment period. Similarly, cold allodynia dropped from 38 +/- 9.2 to 16 +/- 15.3 (p = 0.01), and the MPQ score from 13.6 +/- 0.8 to 11.0 +/- 1.5 (p < 0.01). In contrast, no significant changes were found in the QTT, mechanical pain thresholds and laboratory results. Two patients were withdrawn from the study because of adverse effects. A long-term follow up showed that most patients were still using lamotrigine 6 months after the end of the study. The results of the study suggest that lamotrigine is potentially effective and safe in treating painful diabetic neuropathy. Copyright Rapid Science Ltd

Insulin resistance and acanthosis nigricans: evidence for a postbinding defect in vivo

Acanthosis nigricans (AN) with insulin resistance has been traditionally attributed to insulin receptor abnormalities. To further clarify the postbinding defects of in vivo insulin action in this state, we applied the euglycemic insulin clamp technique, combined with the glucose trace infusion method, to 26 subjects: 12 AN patients (eight normoglycemic and four hyperglycemic), eight obese, and eight lean control subjects. The normoglycemic AN group exhibited fasting hyperinsulinemia (666% of control), 160% elevated hepatic glucose production (HGP), 425% increased posthepatic insulin delivery rate, and only slightly reduced (19%) insulin clearance rates, compared with controls. Except for the latter, all these abnormalities were statistically significant (P less than .05), and could not be accounted for by body overweight. AN patients with diabetes mellitus (AN + DM) exhibited a further decreased insulin responsiveness (30%) and clearance (38%), together with a major increase in HGP (320%). All AN patients showed a significant right-shift in the insulin dose-response curve, indicating a decrease in insulin sensitivity. In conclusion, AN is characterized by increased basal rates of HGP, and peripheral insulin resistance, which can be partially attributed to postbinding defects. In AN + DM, a worsening of these abnormalities may be responsible for unmasking the existence of diabetes.