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1.
Bioinformatics ; 40(Supplement_1): i357-i368, 2024 Jun 28.
Article in English | MEDLINE | ID: mdl-38940177

ABSTRACT

MOTIVATION: The current paradigm of deep learning models for the joint representation of molecules and text primarily relies on 1D or 2D molecular formats, neglecting significant 3D structural information that offers valuable physical insight. This narrow focus inhibits the models' versatility and adaptability across a wide range of modalities. Conversely, the limited research focusing on explicit 3D representation tends to overlook textual data within the biomedical domain. RESULTS: We present a unified pre-trained language model, MolLM, that concurrently captures 2D and 3D molecular information alongside biomedical text. MolLM consists of a text Transformer encoder and a molecular Transformer encoder, designed to encode both 2D and 3D molecular structures. To support MolLM's self-supervised pre-training, we constructed 160K molecule-text pairings. Employing contrastive learning as a supervisory signal for learning, MolLM demonstrates robust molecular representation capabilities across four downstream tasks, including cross-modal molecule and text matching, property prediction, captioning, and text-prompted molecular editing. Through ablation, we demonstrate that the inclusion of explicit 3D representations improves performance in these downstream tasks. AVAILABILITY AND IMPLEMENTATION: Our code, data, pre-trained model weights, and examples of using our model are all available at https://github.com/gersteinlab/MolLM. In particular, we provide Jupyter Notebooks offering step-by-step guidance on how to use MolLM to extract embeddings for both molecules and text.


Subject(s)
Natural Language Processing , Deep Learning , Computational Biology/methods
2.
Article in English | MEDLINE | ID: mdl-38425311

ABSTRACT

AIMS: To assess colposcopic performance and determine indicators for competency within the new Australian primary human papillomavirus (HPV) cervical screening program. MATERIALS AND METHODS: A retrospective observational study of 4542 women seen at The Royal Women's Hospital Colposcopy Clinic in Melbourne, from 1 December 2017 to 31 July 2020 after a higher-risk cervical screening test (CST) result. RESULTS: Histological CIN2+ was detected in 25.1% up to two years from first colposcopy visit (FCV). The majority (86.7%) of CIN2+ was detected early within the first six months of presentation. Biopsy rate overall was 96.1% with abnormal colposcopic impression. Of four colposcopists with a lower biopsy rate, only one was able to achieve this early detection rate. Biopsy was also taken in over 30% of cases with negative reflex cytology and normal colposcopy, with CIN2+ detected in 5.0% among positive HPV16/18 and 3.8% with non-16/18 HPV. Positive predictive value of high-grade colposcopic impression at FCV averaged 66.4% (range: 54.9-81.6% among our colposcopists) and is poorly correlated with early detection rate of CIN2+. Overall accuracy of colposcopy is 84.5% (range: 78.7-90.3%), buoyed by high true negative colposcopic predictions secondary to high rates of negative reflex cytology referral with the new screening algorithm and is also unlikely to be a useful colposcopy indicator. CONCLUSIONS: Early detection rate of CIN2+ within the first six months of presentation is a useful measure of colposcopy competency and we would encourage our National Cancer Screening Register to explore this with the participating colposcopists.

3.
ANZ J Surg ; 94(1-2): 89-95, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37962098

ABSTRACT

BACKGROUND: Training pathways vary significantly after completion of the general surgery surgical education and training (SET) program due to increasing sub-specialization. Aotearoa New Zealand requires a diverse range of general surgeons. Appointment of new consultant surgeons can be an opaque process; trainees are often uncertain how to tailor their training to that required by potential employers. Heads of departments (HODs) are influential in new appointments, and their opinions on desirable candidate attributes are valuable. METHODS: An online survey was conducted in March 2023. All public hospital general surgery HODs were invited to participate. The survey sought opinions on the importance of attributes, skills and experience when appointing a new consultant general surgeon. RESULTS: The response rate was 70% (14/20) including 6 of 7 HODs from tertiary hospitals and 8 of 13 from secondary hospitals. The top three desirable factors were all personal attributes (being a team player, having a strong work ethic, and good interpersonal skills). 10 of 14 respondents disagreed that SET completion alone is sufficient without the need for further training. Most respondents preferred at least 2 years of fellowship training, except for trauma and endocrine surgery, where 1 year was frequently considered sufficient. Only one respondent agreed formal research training is highly valued. CONCLUSION: Trainees would be wise to obtain training desired by the majority of HODs while building an individualized profile of attributes, skills and experience tailored to hospitals they may wish to work in. The findings should be considered by organizations responsible for general surgical training and workforce planning.


Subject(s)
General Surgery , Surgeons , Humans , New Zealand , Surveys and Questionnaires , Education, Medical, Graduate , Fellowships and Scholarships , General Surgery/education
5.
Retin Cases Brief Rep ; 16(1): 81-84, 2022 Jan 01.
Article in English | MEDLINE | ID: mdl-32004182

ABSTRACT

PURPOSE: To report a case of Aspergillus fumigatus endogenous endophthalmitis in an immunocompetent patient initially diagnosed as acute retinal necrosis. METHODS: Case report. PATIENT: A 67-year-old woman with a remote history of treated pulmonary tuberculosis and no ocular history presented to an outside retina specialist with a sudden onset of floaters and blurred vision in one eye. Examination and fluorescein angiography at the time revealed findings suspicious for acute retinal necrosis, and the patient was started on oral valganciclovir and an intravitreal injection of ganciclovir. Despite treatment, the patient's vision and pain worsened. After evaluation at the University of Southern California Roski Eye Institute, she was diagnosed with a likely fungal endogenous endophthalmitis based on ultrasound findings and underwent emergent vitrectomy. A chest x-ray demonstrated partial collapse of the right upper lobe with hilar enlargement. RESULTS: Aspergillus fumigatus was cultured from vitreous, blood, and bronchoalveolar lavage samples, suggesting that the patient's infection had a pulmonary origin, most likely from the right upper lobe that had healed from previous tuberculosis infection. DISCUSSION: To the best of our knowledge, this is the first reported case of Aspergillus endogenous endophthalmitis in an immunocompetent patient secondary to pulmonary changes that occurred from previously treated tuberculosis.


Subject(s)
Aspergillus , Endophthalmitis , Immunocompromised Host , Tuberculosis, Pulmonary , Aged , Aspergillus/isolation & purification , Endophthalmitis/diagnosis , Female , Humans , Tuberculosis, Pulmonary/therapy
6.
ANZ J Surg ; 91(7-8): 1352-1357, 2021 07.
Article in English | MEDLINE | ID: mdl-34224196

ABSTRACT

BACKGROUND: Worldwide, coronavirus disease 2019 (COVID-19) has significantly challenged the delivery of healthcare. New Zealand (NZ) faced similar potential challenges despite being geographically isolated. Given the rapid change in the COVID-19 pandemic, hospitals in NZ were tasked with formulating their own COVID-19 responses based on the Ministry of Health's (MoH) recommendations. METHODS: This paper evaluates how six metropolitan general surgical departments in NZ had responded to COVID-19 in terms of changes made to rosters, theatres, clinics, acute admissions as well as additional measures taken to reduce the risk of staff exposure. It also explores how NZ fared in comparison with international guidelines and recommendations. Data from each centre were provided by an appointed clinician. RESULTS: All centres had adapted new rosters and a restructuring of teams. Handovers, multidisciplinary team meetings and educational sessions were held virtually. Different strategies were implemented to ration hospital resources and reduce the risk of staff exposure. Non-urgent operations, endoscopies and clinics were deferred with allocation of dedicated COVID-19 operating theatres. Potential COVID-19 suspects were screened prior to admission and treated separately. Various admission and imaging pathways were utilised to increase efficiency. CONCLUSION: General surgical departments in NZ had implemented a comprehensive COVID-19 response but there is room to work towards a more unified national response. Our analysis shows that these centres across NZ had taken a similar approach which was aligned with international practices.


Subject(s)
COVID-19 , Pandemics , Hospitals, Urban , Humans , New Zealand , SARS-CoV-2 , Tertiary Care Centers
7.
Aust N Z J Obstet Gynaecol ; 61(6): 910-917, 2021 12.
Article in English | MEDLINE | ID: mdl-34287824

ABSTRACT

AIM: To examine outcomes in women following cervical screening detection of oncogenic human papillomavirus (HPV), with reflex cytology showing possible high-grade squamous intraepithelial lesion (pHSIL). MATERIALS AND METHODS: A retrospective observational study of 523 women seen in the Royal Women's Hospital Colposcopy Clinic from 1 January 2018 to 31 July 2020. RESULTS: Two hundred eighty-two (53.9%) women had histology-confirmed HSIL, encompassing CIN2 or worse (CIN2+), including seven cancers (1.3%) and two adenocarcinoma in situ (AIS) (0.4%). In 81.2% (229/282) of women with CIN2+, this was detected on cervical biopsy at initial colposcopy, with another 8.9% (25/282) of CIN2+ detected at cervical excision following initial colposcopy and the remaining 9.9% (28/282) at follow-up colposcopy thereafter. When discordant cervical biopsy results were discussed at multidisciplinary meeting (MDM), 66.7% of women with pHSIL cytology upgraded to definite HSIL were found to have CIN2+, but only 20.8% when pHSIL cytology was retained and none when downgraded to low-grade (LSIL) or normal. No significant difference was found in the proportion of CIN2+ based on patient age above or below 40, HPV16 and/or 18 versus non 16/18, or whether discordant findings were reviewed at MDM. CONCLUSIONS: We propose a pathway for management of women with positive oncogenic HPV and reflex pHSIL cytology. MDM review is recommended when CIN2+ is not identified on cervical biopsy at initial colposcopy. Conservative management is safe with low risk of CIN2+ when LBC prediction of pHSIL is confirmed or downgraded at MDM with no high-grade change on colposcopy or repeat cytology.


Subject(s)
Alphapapillomavirus , Papillomavirus Infections , Squamous Intraepithelial Lesions , Uterine Cervical Dysplasia , Uterine Cervical Neoplasms , Early Detection of Cancer , Female , Humans , Papillomaviridae , Papillomavirus Infections/complications , Reflex
8.
Aust N Z J Obstet Gynaecol ; 61(5): 750-758, 2021 10.
Article in English | MEDLINE | ID: mdl-33963546

ABSTRACT

BACKGROUND: Primary human papillomavirus (HPV) screening was introduced in Australia in December 2017. AIMS: Outcomes for women after positive HPV in their cervical screening test (CST). MATERIALS AND METHODS: A retrospective observational study of 4458 women seen at the Royal Women's Hospital Colposcopy Clinic from 1 January 2018 to 31 July 2020. RESULTS: HPV16/18 was positive (considered higher-risk CST) in 42.2% of women in the study, 16.6% with reflex possible with high-grade squamous intraepithelial lesions (pHSIL) or worse and 54.9% with normal cytology. There were 24.8% of women with positive HPV16/18 who had histological confirmed cervical intraepithelial neoplasia grade 2 or worse (CIN2+), 10.3% CIN2+ (including six cancers) among women with reflex negative cytology and 87.7% CIN2+ among women with reflex HSIL cytology. In women with positive HPV (not 16/18), CIN2+ was found in 60.2% with reflex pHSIL or worse cytology (higher risk) and 10.2% with reflex low-grade SIL (LSIL) or normal cytology (intermediate risk). Median waiting time to colposcopy with the intermediate-risk group went up to 181 days. Our colposcopists were able to achieve a positive predictive value (PPV) for CIN2+ of 69.9%, higher than 57.8% PPV in the National Cervical Screening Program (NCSP) 2020 monitoring report. Women with type 3 transformation zone on colposcopy could be followed up with CST if no HSIL was suspected on screening or at colposcopy as their risk of CIN2+ was only 2.5%. CONCLUSIONS: Our findings support direct referral to colposcopy for women with higher-risk CST, with all cancers confined to this group. The NCSP recommendation to refer for colposcopy only after three intermediate-risk CST will need monitoring with the LSIL triage group.


Subject(s)
Papillomavirus Infections , Uterine Cervical Dysplasia , Uterine Cervical Neoplasms , Clinical Audit , Colposcopy , Early Detection of Cancer , Female , Human papillomavirus 16 , Human papillomavirus 18 , Humans , Papillomaviridae , Papillomavirus Infections/diagnosis , Pregnancy , Tertiary Care Centers , Uterine Cervical Neoplasms/diagnosis , Vaginal Smears , Uterine Cervical Dysplasia/diagnosis
9.
Colorectal Dis ; 23(7): 1755-1764, 2021 07.
Article in English | MEDLINE | ID: mdl-33714237

ABSTRACT

AIM: Effective colonoscopy relies on meeting rigorous quality control thresholds. Some earlier studies evaluating colonoscopy key performance indicators (KPIs) have excluded patients who have previously undergone colonic resection (i.e., they have a nonintact colon); such patients also deserve high-quality colonoscopy. This study aimed to compare colonoscopy KPIs between patients with nonintact and intact colons. METHOD: Consecutive colonoscopies performed at Whanganui Hospital (New Zealand) between September 2016 and March 2020 were included. The primary outcome was the caecal or ileal intubation rate (CIIR). Secondary outcomes were the adenoma detection rate (ADR), polyp detection rate (PDR), colonoscope withdrawal time (CWT) and caecal or ileal intubation time (CIIT). RESULTS: In total, 3017 colonoscopies were performed: 322 in nonintact colons and 2695 in intact colons. CIIR was significantly higher in nonintact than in intact colons (98.4% vs. 95.0%; P = 0.0086). When all colonoscopies were included, the CIIR was 95.4%; this value decreased to 95.0% when nonintact colonoscopies were excluded. However, the ADR (39.9% vs. 38.8%; P = 0.77) and PDR (58.4% vs. 59.1%; P = 0.86) were similar for both nonintact and intact colons. CWT (P < 0.0001) and CIIT (P < 0.0001) were significantly shorter in participants with nonintact colons. CONCLUSION: The CIIR exceeded recommended targets and was 3.4% higher in patients with nonintact than intact colons. Patients with nonintact colons comprise a small proportion of the overall colonoscopy cohort and it is unlikely that this small difference is relevant for most endoscopists or endoscopy units. The ADR and PDR were similar among patients with nonintact and intact colons, despite nonintact colonoscopies being significantly quicker. Patients with nonintact colons deserve high-quality colonoscopy and therefore their KPIs should be included in colonoscopy performance reports.


Subject(s)
Colonic Polyps , Colorectal Neoplasms , Colonic Polyps/diagnosis , Colonic Polyps/surgery , Colonoscopy , Early Detection of Cancer , Humans , Ileum , Prospective Studies , Quality Indicators, Health Care
10.
Aust N Z J Obstet Gynaecol ; 60(6): 952-958, 2020 12.
Article in English | MEDLINE | ID: mdl-32914426

ABSTRACT

BACKGROUND: Colposcopy has been recommended for all women with recurrent post-coital bleeding (PCB) even if their cervical cytology or co-test (involving oncogenic human papillomavirus (HPV) DNA testing and cytology) are negative. AIMS: To determine the risk of cervical cancer and its precursors among women with recurrent PCB with negative cytology or co-test. MATERIALS AND METHODS: A retrospective analysis of two cohorts of women with PCB referred to a tertiary colposcopy clinic. Cohort (1) (n = 1846) between 1 January 2000 and 31 December 2016 (cytology-based screening) and Cohort (2) (n = 215) from 1 January 2018 to 31 December 2019 after introduction of primary HPV screening. RESULTS: In 1217 (65.9%) women in Cohort (1) referred with negative cytology, there was one cancer (0.08%) and 22 high-grade squamous intraepithelial lesions (HSIL (cervical intraepithelial neoplasia 2/3)) on histopathology. In Cohort (2), there was no cancer or HSIL in 83 women with negative co-tests (negative for oncogenic HPV and cytology). False-negative cytology after a negative referral cytology or co-test was low with 2% of repeat cytology at initial colposcopy showing possible HSIL or worse. CONCLUSIONS: Women presenting with PCB and negative cytology alone have a low risk of cancer and could have HPV testing before being triaged to colposcopy. We showed that with the assurance of a negative co-test and the low likelihood of false-negative cytology, these women could avoid colposcopy unless cervical cancer is clinically suspected. There is a need for a larger cohort study to substantiate our findings with more precision.


Subject(s)
Coitus , Colposcopy/methods , Hemorrhage/etiology , Papillomavirus Infections/diagnosis , Adult , Aged , Cohort Studies , Early Detection of Cancer , Female , Humans , Incidence , Middle Aged , Papillomavirus Infections/epidemiology , Pregnancy , Recurrence , Retrospective Studies , Uterine Cervical Neoplasms/diagnosis , Uterine Cervical Neoplasms/epidemiology , Vaginal Smears , Uterine Cervical Dysplasia/diagnosis , Uterine Cervical Dysplasia/epidemiology
11.
Aust N Z J Obstet Gynaecol ; 60(3): 433-437, 2020 06.
Article in English | MEDLINE | ID: mdl-31950488

ABSTRACT

BACKGROUND: Test of Cure (ToC), a combination of testing for oncogenic human papillomavirus (HPV) and cytology, at 12 months post-treatment and annually thereafter, was approved in Australia in 2005 for follow-up of women treated for high-grade squamous intraepithelial lesions (HSIL) of the cervix. AIMS: To determine among women resident in Victoria, Australia, the compliance with ToC and the incidence of recurrence up to five years after successful ToC. MATERIALS AND METHODS: A retrospective analysis of women with HSIL (diagnosed at pre-treatment punch biopsy or at excision) who had excisional treatment between 1 January 2007 and 31 December 2011. De-identified data were retrieved from the Victorian Cervical Cytology Registry in Melbourne as at 24 April, 2015. Successful ToC is defined as the occurrence of two consecutive normal (negative) co-tests. Recurrence after treatment is defined by histologically detected HSIL or greater. RESULTS: There were 8478 women who had excisional treatment for HSIL, with 448 (5.5%) experiencing recurrence. Only 2253 (26.6%) women successfully completed ToC, with a decreasing likelihood of ToC completion by time since year of treatment (32.0% in 2007 compared with 20.9% in 2011). Only one (0.08%) woman had HSIL on histology after successful ToC. From the 2007 cohort, 555 (32.0%) women completed ToC successfully and no HSIL recurrence occurred thereafter (median subsequent follow-up period of 4.7 years). CONCLUSIONS: Our study confirmed that women who successfully complete ToC can be returned to five-year routine screening. However, more concerted efforts are needed to ensure that all women treated complete ToC.


Subject(s)
Papillomavirus Infections/diagnosis , Uterine Cervical Dysplasia/pathology , Uterine Cervical Neoplasms/pathology , Cervix Uteri/pathology , Cohort Studies , Female , Follow-Up Studies , Humans , Mass Screening , Neoplasm Recurrence, Local , Papanicolaou Test , Papillomaviridae , Retrospective Studies , Vaginal Smears , Victoria
12.
Aust N Z J Obstet Gynaecol ; 60(1): 123-129, 2020 02.
Article in English | MEDLINE | ID: mdl-31578727

ABSTRACT

BACKGROUND: Adenocarcinoma in situ of cervix is increasingly managed by local excision rather than hysterectomy and this study will ascertain if conservative management by excision alone is adequate. AIMS: To evaluate the long-term outcomes of conservative management of adenocarcinoma in situ of cervix, particularly in relation to excisional margin status. MATERIALS AND METHODS: Retrospective analysis of women diagnosed with adenocarcinoma in situ and their management between 1992 and 2010 retrieved from the Victorian Cervical Cytology Registry, Australia. Failure of conservative treatment is defined by histologically proven adenocarcinoma in situ or adenocarcinoma at follow-up after negative excisional margins. RESULTS: adenocarcinoma in situ of the cervix was managed primarily with cold knife cone biopsy or loop electrosurgical excision of the cervix. Most excisions were in one piece (83.4%) with average depth of 16.1 mm and 21.9% had involved excisional margins. Women with adenocarcinoma in situ on any excisional margin were more likely to have residual or recurrent disease (28.7%) compared with negative excisional margins (4.3%). Residual adenocarcinoma in situ was twice as common if adenocarcinoma in situ was present at endocervical (29.6%) and stromal (23.1%) margins compared with an ectocervical margin (13.6%). Cancer incidence at follow-up was 2.3% for women with positive excisional margins compared to 1.3% with negative margins. CONCLUSIONS: Women with adenocarcinoma in situ of cervix can be managed with local excisional procedures, best in single pieces to provide the important information on excisional margins. Adenocarcinoma in situ at endocervical and stromal excisional margins needs re-excision or where appropriate, hysterectomy, while negative excisional margins have a low rate of recurrence and can be followed up with test of cure.


Subject(s)
Adenocarcinoma in Situ/surgery , Cervix Uteri/surgery , Neoplasm Recurrence, Local/epidemiology , Uterine Cervical Neoplasms/surgery , Adenocarcinoma in Situ/pathology , Adult , Australia , Cervix Uteri/pathology , Conization , Electrosurgery , Female , Humans , Incidence , Neoplasm Recurrence, Local/pathology , Retrospective Studies , Treatment Outcome , Uterine Cervical Neoplasms/pathology
13.
NPJ Digit Med ; 2: 25, 2019.
Article in English | MEDLINE | ID: mdl-31304372

ABSTRACT

Deep learning algorithms have been used to detect diabetic retinopathy (DR) with specialist-level accuracy. This study aims to validate one such algorithm on a large-scale clinical population, and compare the algorithm performance with that of human graders. A total of 25,326 gradable retinal images of patients with diabetes from the community-based, nationwide screening program of DR in Thailand were analyzed for DR severity and referable diabetic macular edema (DME). Grades adjudicated by a panel of international retinal specialists served as the reference standard. Relative to human graders, for detecting referable DR (moderate NPDR or worse), the deep learning algorithm had significantly higher sensitivity (0.97 vs. 0.74, p < 0.001), and a slightly lower specificity (0.96 vs. 0.98, p < 0.001). Higher sensitivity of the algorithm was also observed for each of the categories of severe or worse NPDR, PDR, and DME (p < 0.001 for all comparisons). The quadratic-weighted kappa for determination of DR severity levels by the algorithm and human graders was 0.85 and 0.78 respectively (p < 0.001 for the difference). Across different severity levels of DR for determining referable disease, deep learning significantly reduced the false negative rate (by 23%) at the cost of slightly higher false positive rates (2%). Deep learning algorithms may serve as a valuable tool for DR screening.

15.
J Pharm Sci ; 108(8): 2621-2634, 2019 08.
Article in English | MEDLINE | ID: mdl-30905703

ABSTRACT

In an effort to reduce development time and costs associated with active pharmaceutical ingredient process solvent selection and crystallization design, a tiered approach to crystallization solvent selection was developed that leverages different solubility modeling tools selected on the basis of available data and the intended use of the prediction. To facilitate easy access to routine solubility modeling functionality with a high level of automation and parallelization, a web-based in silico solvent-screening tool was also developed as well as a user interface to visualize and interpret the large number of predicted results. Examples are presented to illustrate the utility of the workflow and solvent-screening tool at various stages of development for a diverse range of crystallization processes. Implementation of the in silico solvent selection workflow has led to a ∼10× reduction in active pharmaceutical ingredient usage and 20% reduction in full-time employee time per project based on average after the first year.


Subject(s)
Crystallization/methods , Pharmaceutical Preparations/chemistry , Solvents/chemistry , Computer Simulation , Drug Development/methods , Models, Chemical , Solubility
16.
Strategies Trauma Limb Reconstr ; 14(1): 53-56, 2019.
Article in English | MEDLINE | ID: mdl-32559268

ABSTRACT

INTRODUCTION: Subtalar dislocations are a rare injury, comprising 1-2% of all large joint dislocations and 15% of all peri-talar injuries. Most subtalar dislocations are managed acutely, with the documented reconstruction of chronic dislocations rare. This case report aims to present our experience with the first documented use of an Ilizarov frame for bony and soft tissue reconstruction in a case of chronic subtalar dislocation. MATERIALS AND METHODS: A single patient surgically treated for chronic subtalar dislocation was followed over a 2-year period, and retrospectively reviewed. RESULTS: A 67-year-old lady presented with an over 10-year history of worsening ankle pain and significant varus deformity with skin contractures, limiting ambulation over the past 6 months. Computed tomography confirmed medial dislocations of the subtalar and talonavicular joints with head and neck fractures of the talus and generalized osteoarthritis. A two-stage reconstruction involving an Ilizarov frame and subsequent arthrodesis allowed for correction of soft tissue and bone with the return of independent ambulation. CONCLUSION: Although the correction of bony deformities is important in reconstruction, soft tissue management is crucial and must not be overlooked. An Ilizarov frame is ideal for correction of both the bony deformity and soft tissue contractures. Arthrodesis can be performed when the overlying soft tissue is able to accommodate correction of the varus deformity and reduction of the dislocations. While an Ilizarov frame requires both an experienced surgeon and a motivated patient, in the right hands, good functional recovery can be returned. HOW TO CITE THIS ARTICLE: Chan MC, Khan SA, Tan JGM. Reconstruction of Chronic Subtalar Dislocation. Strategies Trauma Limb Reconstr 2019;14(1):53-56.

17.
J Chem Phys ; 149(7): 072310, 2018 Aug 21.
Article in English | MEDLINE | ID: mdl-30134730

ABSTRACT

Estimating the permeability coefficient of small molecules through lipid bilayer membranes plays an important role in the development of effective drug candidates. In silico simulations can produce acceptable relative permeability coefficients for a series of small molecules; however, the absolute permeability coefficients from simulations are usually off by orders of magnitude. In addition to differences between the lipid bilayers used in vitro and in silico, the poor convergence of permeation free energy profiles and over-simplified diffusion models have contributed to these discrepancies. In this paper, we present a multidimensional inhomogeneous solubility-diffusion model to study the permeability of a small molecule drug (trimethoprim) passing through a POPC (1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine) lipid bilayer. Our approach improves the permeation model in three ways: First, the free energy profile (potential of mean force, PMF) is two-dimensional in two key coordinates rather than simply one-dimensional along the direction normal to the bilayer. Second, the 2-D PMF calculation has improved convergence due to application of the recently developed transition-tempered metadynamics with randomly initialized replicas, while third, the local diffusivity coefficient was calculated along the direction of the minimum free energy path on the two-dimensional PMF. The permeability is then calculated as a line integral along the minimum free energy path of the PMF. With this approach, we report a considerably more accurate permeability coefficient (only 2-5 times larger than the experimental value). We also compare our approach with the common practice of computing permeability coefficients based only on the translation of the center of mass of the drug molecule. Our paper concludes with a discussion of approaches for minimizing the computational cost for the purpose of more rapidly screening a large number of drug candidate molecules.


Subject(s)
Lipid Bilayers/chemistry , Phosphatidylcholines/chemistry , Trimethoprim/chemistry , Biological Transport , Diffusion , Models, Chemical , Molecular Dynamics Simulation , Permeability , Thermodynamics
18.
Papillomavirus Res ; 4: 79-84, 2017 12.
Article in English | MEDLINE | ID: mdl-29179874

ABSTRACT

PURPOSE: To compare human papillomavirus genotype-specific performance of two genotyping assays, Anyplex II HPV28 (Seegene) and EuroArray HPV (EuroImmun), with Linear Array HPV (Roche). METHODS: DNA extracted from clinican-collected cervical brush specimens in PreservCyt medium (Hologic), from 403 women undergoing management for detected cytological abnormalities, was tested on the three assays. Genotype-specific agreement were assessed by Cohen's kappa statistic and Fisher's z-test of significance between proportions. RESULTS: Agreement between Linear Array and the other 2 assays was substantial to almost perfect (κ = 0.60 - 1.00) for most genotypes, and was almost perfect (κ = 0.81 - 0.98) for almost all high-risk genotypes. Linear Array overall detected most genotypes more frequently, however this was only statistically significant for HPV51 (EuroArray; p = 0.0497), HPV52 (Anyplex II; p = 0.039) and HPV61 (Anyplex II; p=0.047). EuroArray detected signficantly more HPV26 (p = 0.002) and Anyplex II detected more HPV42 (p = 0.035) than Linear Array. Each assay performed differently for HPV68 detection: EuroArray and LA were in moderate to substantial agreement with Anyplex II (κ = 0.46 and 0.62, respectively), but were in poor disagreement with each other (κ = -0.01). CONCLUSIONS: EuroArray and Anyplex II had similar sensitivity to Linear Array for most high-risk genotypes, with slightly lower sensitivity for HPV 51 or 52.


Subject(s)
Cervix Uteri/virology , Genotype , Genotyping Techniques/methods , Papillomaviridae/genetics , Papillomavirus Infections/diagnosis , Australia/epidemiology , DNA, Viral/genetics , Female , Humans , Molecular Diagnostic Techniques/methods , Papillomaviridae/isolation & purification , Papillomavirus Infections/epidemiology , Papillomavirus Infections/virology , Polymerase Chain Reaction , Reagent Kits, Diagnostic , Sensitivity and Specificity
19.
PLoS Med ; 14(9): e1002388, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28926579

ABSTRACT

BACKGROUND: Using primary human papillomavirus (HPV) testing for cervical screening increases detection of high-grade cervical intraepithelial neoplastic lesions and invasive cancer (cervical intraepithelial neoplasia grade 2+ [CIN2+]) compared to cytology, but no evaluation has been conducted in a population previously offered HPV vaccination. We aimed to assess colposcopy referral and CIN2+ detection rates for HPV-screened versus cytology-screened women in Australia's HPV-vaccinated population (by 2014, resident women ≤33 years had been age-eligible for HPV vaccination, with 3-dose uptake across age cohorts being about 50%-77%). METHODS AND FINDINGS: Compass is an open-label randomised trial of 5-yearly HPV screening versus 2.5-yearly liquid-based cytology (LBC) screening. In the first phase, consenting women aged 25-64 years presenting for routine screening at 47 primary practices in Victoria, Australia, provided a cervical sample and were randomised at a central laboratory at a 1:2:2 allocation to (i) image-read LBC screening with HPV triage of low-grade cytology ('LBC screening'), (ii) HPV screening with those HPV16/18 positive referred to colposcopy and with LBC triage for other oncogenic (OHR) types ('HPV+LBC triage'), or (iii) HPV screening with those HPV16/18 positive referred to colposcopy and with dual-stained cytology triage for OHR types ('HPV+DS triage'). A total of 5,006 eligible women were recruited from 29 October 2013 to 7 November 2014 (recruitment rate 58%); of these, 22% were in the group age-eligible for vaccination. Data on 4,995 participants were analysed after 11 withdrawals; 998 were assigned to, and 995 analysed (99.7%) in, the LBC-screened group; 1,996 assigned to and 1,992 analysed (99.8%) in the HPV+LBC triage group; and 2,012 assigned to and 2,008 analysed (99.8%) in the HPV+DS triage group. No serious trial-related adverse events were reported. The main outcomes were colposcopy referral and detected CIN2+ rates at baseline screening, assessed on an intention-to-treat basis after follow-up of the subgroup of triage-negative women in each arm referred to 12 months of surveillance, and after a further 6 months of follow-up for histological outcomes (dataset closed 31 August 2016). Analysis was adjusted for whether women had been age-eligible for HPV vaccination or not. For the LBC-screened group, the overall referral and detected CIN2+ rates were 27/995 (2.7% [95% CI 1.8%-3.9%]) and 1/995 (0.1% [95% CI 0.0%-0.6%]), respectively; for HPV+LBC triage, these were 75/1,992 (3.8% [95% CI 3.0%-4.7%]) and 20/1,992 (1.0% [95% CI 0.6%-1.5%]); and for HPV+DS triage, these were 79/2,008 (3.9% [95% CI 3.1%-4.9%]) and 24/2,008 (1.2% [95% CI 0.8%-1.6%]) (p = 0.09 for difference in referral rate in LBC versus all HPV-screened women; p = 0.003 for difference in CIN2+ detection rate in LBC versus all HPV-screened women, with p = 0.62 between HPV screening groups). Limitations include that the study population involved a relatively low risk group in a previously well-screened and treated population, that individual women's vaccination status was unknown, and that long-term follow-up data on disease detection in screen-negative women are not yet available. CONCLUSIONS: In this study, primary HPV screening was associated with significantly increased detection of high-grade precancerous cervical lesions compared to cytology, in a population where high vaccine uptake was reported in women aged 33 years or younger who were offered vaccination. It had been predicted that increased disease detection might be associated with a transient increase in colposcopy referral rates in the first round of HPV screening, possibly dampened by HPV vaccine effect; in this study, although the point estimates for referral rates in women in each HPV-screened group were 41%-44% higher than in cytology-screened women, the difference in referral rate between cytology- and HPV-screened women was not significant. These findings provide initial support for the implementation of primary HPV screening in vaccinated populations. TRIAL REGISTRATION: Australian New Zealand Clinical Trials Registry ACTRN12613001207707.


Subject(s)
Cervix Uteri/pathology , Early Detection of Cancer/methods , Human papillomavirus 16/isolation & purification , Human papillomavirus 18/isolation & purification , Referral and Consultation/statistics & numerical data , Uterine Cervical Dysplasia/diagnosis , Uterine Cervical Neoplasms/diagnosis , Adult , Atypical Squamous Cells of the Cervix/pathology , Atypical Squamous Cells of the Cervix/virology , Biopsy/methods , Colposcopy , Female , Humans , Middle Aged , Papillomavirus Vaccines , Pilot Projects , Squamous Intraepithelial Lesions of the Cervix/diagnosis , Squamous Intraepithelial Lesions of the Cervix/pathology , Squamous Intraepithelial Lesions of the Cervix/virology , Triage , Uterine Cervical Neoplasms/pathology , Uterine Cervical Neoplasms/virology , Vaccination , Uterine Cervical Dysplasia/pathology , Uterine Cervical Dysplasia/virology
20.
J Ophthalmol ; 2017: 4353129, 2017.
Article in English | MEDLINE | ID: mdl-28770109

ABSTRACT

Intravitreal bevacizumab (Avastin) use in preterm infants with retinopathy of prematurity is associated with severe neurological disabilities, suggesting vascular leakage. We examined the hypothesis that intermittent hypoxia (IH) potentiates intravitreal Avastin leakage. Neonatal rats at birth were exposed to IH from birth (P0)-P14. At P14, the time of eye opening in rats, a single dose of Avastin (0.125 mg) was injected intravitreally into the left eye. Animals were placed in room air (RA) until P23 or P45 for recovery (IHR). Hyperoxia-exposed and RA littermates served as oxygen controls, and equivalent volume saline served as the placebo controls. At P23 and P45 ocular angiogenesis, retinal pathology and ocular and systemic biomarkers of angiogenesis were examined. Retinal flatmounts showed poor peripheral vascularization in Avastin-treated and fellow eyes at P23, with numerous punctate hemorrhages and dilated, tortuous vessels with anastomoses at P45 in the rats exposed to IH. These adverse effects were associated with robust increases in systemic VEGF and in both treated and untreated fellow eyes. Histological analysis showed severe damage in the inner plexiform and inner nuclear layers. Exposure of IH/IHR-induced injured retinal microvasculature to anti-VEGF substances can result in vascular leakage and adverse effects in the developing neonate.

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