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1.
Bioinformatics ; 40(Suppl 1): i357-i368, 2024 06 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.
Aust N Z J Obstet Gynaecol ; 64(4): 375-382, 2024 08.
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.


Subject(s)
Clinical Competence , Colposcopy , Early Detection of Cancer , Papillomavirus Infections , Uterine Cervical Dysplasia , Uterine Cervical Neoplasms , Humans , Female , Retrospective Studies , Adult , Papillomavirus Infections/diagnosis , Uterine Cervical Neoplasms/virology , Uterine Cervical Neoplasms/diagnosis , Uterine Cervical Neoplasms/pathology , Australia , Early Detection of Cancer/methods , Middle Aged , Uterine Cervical Dysplasia/diagnosis , Uterine Cervical Dysplasia/virology , Uterine Cervical Dysplasia/pathology , Biopsy , Mass Screening , Predictive Value of Tests
3.
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
4.
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
5.
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
6.
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
7.
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
8.
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
9.
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
10.
Int J Cancer ; 141(12): 2410-2422, 2017 12 15.
Article in English | MEDLINE | ID: mdl-28801947

ABSTRACT

Primary HPV screening enables earlier diagnosis of cervical lesions compared to cytology, however, its effect on the risk of treatment and adverse obstetric outcomes has not been extensively investigated. We estimated the cumulative lifetime risk (CLR) of cervical cancer and excisional treatment, and change in adverse obstetric outcomes in HPV unvaccinated women and cohorts offered vaccination (>70% coverage in 12-13 years) for the Australian cervical screening program. Two-yearly cytology screening (ages 18-69 years) was compared to 5-yearly primary HPV screening with partial genotyping for HPV16/18 (ages 25-74 years). A dynamic model of HPV transmission, vaccination, cervical screening and treatment for precancerous lesions was coupled with an individual-based simulation of obstetric complications. For cytology screening, the CLR of cervical cancer diagnosis, death and treatment was estimated to be 0.649%, 0.198% and 13.4% without vaccination and 0.182%, 0.056% and 6.8%, in vaccinated women, respectively. For HPV screening, relative reductions of 33% and 22% in cancer risk for unvaccinated and vaccinated women are predicted, respectively, compared to cytology. Without the implementation of vaccination, a 4% increase in treatment risk for HPV versus cytology screening would have been expected, implying a possible increase in pre-term delivery (PTD) and low birth weight (LBW) events of 19 to 35 and 14 to 37, respectively, per 100,000 unvaccinated women. However, in vaccinated women, treatment risk will decrease by 13%, potentially leading to 4 to 41 fewer PTD events and from 2 more to 52 fewer LBW events per 100,000 vaccinated women. In unvaccinated women in cohorts offered vaccination as 12-13 year olds, no change to lifetime treatment risk is expected with HPV screening. In unvaccinated women in cohorts offered vaccination as 12-13 year olds, no change to lifetime treatment risk is expected with HPV screening. HPV screening starting at age 25 in populations with high vaccination coverage, is therefore expected to both improve the benefits (further decrease risk of cervical cancer) and reduce the harms (reduce treatments and possible obstetric complications) associated with cervical cancer screening.


Subject(s)
Early Detection of Cancer/methods , Papillomaviridae/isolation & purification , Papillomavirus Infections/diagnosis , Papillomavirus Vaccines/administration & dosage , Uterine Cervical Neoplasms/epidemiology , Adult , Aged , Australia , Cytodiagnosis , DNA, Viral/analysis , Female , Genotyping Techniques , Humans , Mass Screening/methods , Middle Aged , Papillomaviridae/genetics , Pregnancy , Uterine Cervical Neoplasms/virology , Young Adult
11.
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
12.
Exp Lung Res ; 43(3): 120-133, 2017 04.
Article in English | MEDLINE | ID: mdl-28409646

ABSTRACT

Purpose/Aim: Intravitreal bevacizumab (Avastin) is an irreversible vascular endothelial growth factor (VEGF) inhibitor used off-label to treat severe retinopathy of prematurity in extremely low gestational age neonates. VEGF and matrix metalloproteinases (MMPs) and the tissue inhibitors of metalloproteinases (TIMPs) participate in lung maturation. We tested the hypothesis that intravitreal bevacizumab enters the systemic circulation and has long-lasting effects on lung MMPs. MATERIALS AND METHODS: Neonatal rats were exposed to: (1) hyperoxia (50% O2); (2) intermittent hypoxia (IH) (50% O2 with brief episodes of 12% O2); or (3) room air (RA) from birth (P0) to P14. At P14, the time of eye opening in rats, a single dose of Avastin (0.125 mg) was injected into the vitreous cavity of the left eye. A control group received equivalent volume saline. At P23 and P45, lung MMP-2 and MMP-9, and TIMP-1, and TIMP-2 were assessed in the lungs. RESULTS: At P23, Avastin increased MMP-2, MMP-9, and TIMP-1 levels in the hyperoxia group but decreased TIMP-1 levels in the IH group. The ratios of MMP-2/TIMP-1 and MMP-9/TIMP-1 were significantly elevated at P23 in the IH group treated with Avastin. At P45, the levels of MMP-2 and MMP-9 remained elevated in the hyperoxia and IH groups treated with Avastin, while a rebound increase in TIMP-1 levels was noted in the IH group. CONCLUSIONS: Avastin treatment in IH has lasting alterations in the balance between MMPs and their tissue inhibitors. These changes may lead to impaired alveologenesis and tissue damage consistent with bronchopulmonary dysplasia/chronic lung disease.


Subject(s)
Bevacizumab/pharmacology , Collagenases/metabolism , Lung/growth & development , Pulmonary Alveoli/growth & development , Animals , Animals, Newborn , Bronchopulmonary Dysplasia , Collagen Type IV/metabolism , Hyperoxia/metabolism , Hypoxia/metabolism , Lung/enzymology , Matrix Metalloproteinases/analysis , Matrix Metalloproteinases/drug effects , Rats , Tissue Inhibitor of Metalloproteinase-1/analysis , Tissue Inhibitor of Metalloproteinase-1/drug effects , Tissue Inhibitor of Metalloproteinase-2/analysis , Tissue Inhibitor of Metalloproteinase-2/drug effects , Vascular Endothelial Growth Factor A
13.
Angew Chem Int Ed Engl ; 56(18): 4991-4995, 2017 04 24.
Article in English | MEDLINE | ID: mdl-28371057

ABSTRACT

Wet chemical screening reveals the very high reactivity of Mo(NMe2 )4 with H2 S for the low-temperature synthesis of MoS2 . This observation motivated an investigation of Mo(NMe2 )4 as a volatile precursor for the atomic layer deposition (ALD) of MoS2 thin films. Herein we report that Mo(NMe2 )4 enables MoS2 film growth at record low temperatures-as low as 60 °C. The as-deposited films are amorphous but can be readily crystallized by annealing. Importantly, the low ALD growth temperature is compatible with photolithographic and lift-off patterning for the straightforward fabrication of diverse device structures.

14.
Ophthalmic Plast Reconstr Surg ; 32(6): 458-461, 2016.
Article in English | MEDLINE | ID: mdl-26561955

ABSTRACT

PURPOSE: To report on the presentation, radiography, histology, and treatment of 8 cases of extranodal Rosai-Dorfman disease involving the orbit. METHODS: Multicenter retrospective case series. RESULTS: Five males and 3 females had a median age of 10 years (range 2-78 years). Presenting signs and symptoms included proptosis, periorbital pain, palpable mass, blepharoptosis, decreased vision, diplopia, impaired extraocular motility, and afferent pupillary defect. Four patients had bilateral orbital disease, while 4 had unilateral disease. Six cases were extraconal, 1 was intraconal, and 1 was both intra- and extra-conal. Four cases had only extranodal disease without lymphadenopathy (3 of which had localized orbital disease). Diagnosis was confirmed by exam, orbital, and/or systemic radiography, and biopsy in all cases. Treatment strategies included excision or debulking, systemic corticosteroids, chemotherapy, radiotherapy, observation or a combination thereof. At last follow up, 4 patients were disease free, while 4 had residual improved disease. CONCLUSIONS: Rosai-Dorfman disease of the orbit is a rare clinical entity. Purely extranodal disease is rare, with isolated orbital disease being exceedingly rare. This study is unique in that 4 of 8 patients had strictly isolated extranodal disease of the orbit. A large majority of the cases had disease in the extraconal space, contrasting with previous reports. In addition, lacrimal gland disease, particularly bilateral involvement, was prominent in the current study. Although there is no consensus on treatment, surgical excision should be attempted if plausible in symptomatic patients especially if the orbit represents a localized site of disease.


Subject(s)
Histiocytosis, Sinus/diagnosis , Orbit/diagnostic imaging , Orbital Diseases/diagnosis , Adolescent , Adult , Aged , Biopsy , Child , Child, Preschool , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Retrospective Studies , Tomography, X-Ray Computed , Young Adult
15.
J Low Genit Tract Dis ; 20(3): 224-9, 2016 Jul.
Article in English | MEDLINE | ID: mdl-27195779

ABSTRACT

OBJECTIVE: To describe clinical presentation and treatment in women younger than 25 years referred to the Royal Women's Hospital colposcopy clinic, before implementation of the National Human Papillomavirus Vaccination Program. METHODS: Retrospective cohort analysis of women younger than 25 years referred to a tertiary hospital colposcopy clinic between 1998 and 2007. Clinical presentation and correlation between cervical cytology, biopsy, and histology at treatment was examined. RESULTS: Approximately 14,635 colposcopies were undertaken in 4104 women (median age, 22 years); 3051 had abnormal referral cytology, of whom, 23.8% had high-grade disease on punch biopsy. High-grade disease was found in 15.1% of those with possible low-grade or low-grade cytology (293/1932), 42.4% of those with possible high-grade or high-grade cytology (474/1119). Sensitivity and specificity of colposcopy for high-grade disease (high-grade epithelial abnormality, adenocarcinoma in situ, cervical cancer up to 2 years follow-up) was 60.0% and 82.3%, respectively. Thirty-nine percent (n = 1180) with abnormal cytology had treatment, of which, 66.6% was ablative. Histological CIN3+ was found in 53.8% of those with a previous high-grade punch biopsy (126/234) at excisional treatment, and 23.0% of those with a previous low-grade punch biopsy (20/87) (relative risk, 2.3 [CI, 1.6-3.5]). Four cancers were detected (0.1% of the total cohort, 0.5% of those with a high-grade biopsy, and 1.7% of those with a high-grade biopsy who underwent excisional treatment.) CONCLUSIONS: Before vaccination, young women experienced a high real-time burden of high-grade disease and high rates of intervention. These baseline data contribute to monitoring of HPV vaccination and revised cervical screening strategies.


Subject(s)
Uterine Cervical Neoplasms/epidemiology , Uterine Cervical Neoplasms/pathology , Adolescent , Biopsy , Colposcopy , Cytological Techniques , Diagnostic Tests, Routine , Female , Histocytochemistry , Humans , Neoplasm Grading , Retrospective Studies , Tertiary Care Centers , Treatment Outcome , Uterine Cervical Neoplasms/therapy , Young Adult
16.
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
17.
BMC Cancer ; 13: 296, 2013 Jun 19.
Article in English | MEDLINE | ID: mdl-23777549

ABSTRACT

BACKGROUND: The quadrivalent human papillomavirus vaccine has been provided in Australia through the National Human Papillomavirus Vaccination Program since April 2007. National registry data demonstrates good coverage of the vaccine, with 73% of school-aged girls having received all three doses. To evaluate the effectiveness of the program, we propose a two-pronged approach. In one (sub study A), the prevalence of the vaccine-targeted human papillomavirus genotypes in a population cohort is being estimated, and will be analysed in relation to vaccination status, cervical cytology screening status, demographic, social, behavioural, medical and clinical factors. In sub study B, the distribution of human papillomavirus genotypes detected in high grade cervical intraepithelial neoplastic lesions from vaccine eligible women is being assessed. METHODS/DESIGN: Sub Study A involves the recruitment of 1569 women aged 18-25, residing in Victoria, Australia, through Facebook advertising. Women who are sexually active are being asked to provide a self-collected vaginal swab, collected at home and posted into the study centre, where human papillomavirus DNA detection and genotyping is performed. Participants also complete an online questionnaire regarding sexual history, experience with, knowledge of, and attitudes towards human papillomavirus, the human papillomavirus vaccine, and cervical screening.Sub Study B will involve the collection of 500 cervical biopsies, positively identified as containing high grade cervical intraepithelial neoplastic lesions and/or adenocarcinoma in situ. Five serial sections are being taken from each case: sections 1 and 5 are being assessed to confirm the presence of the high grade cervical intraepithelial neoplastic lesions or adenocarcinoma in situ; human papillomavirus genotyping is performed on sections 2 and 3; single lesions are excised from section 4 using laser capture microdissection to specifically define causality of a human papillomavirus genotyping of each specific lesion. DISCUSSION: Australia is well placed to gain a clear and early insight into the effectiveness of the human papillomavirus vaccine in reducing the prevalence of human papillomavirus infection in young women, and any subsequent reduction in the prevalence of pre-cancerous cervical lesions, specifically high grade cervical intraepithelial neoplasia lesions, particularly of vaccine related types. The findings of a successful population based human papillomavirus program will have wide-reaching translational benefits across the globe.


Subject(s)
Papillomaviridae/genetics , Papillomavirus Infections/prevention & control , Papillomavirus Vaccines/therapeutic use , Uterine Cervical Dysplasia/prevention & control , Uterine Cervical Dysplasia/virology , Uterine Cervical Neoplasms/prevention & control , Uterine Cervical Neoplasms/virology , Adolescent , Adult , Australia , Female , Genotype , Humans , Young Adult
18.
Skeletal Radiol ; 42(12): 1727-37, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24085470

ABSTRACT

OBJECTIVE: To demonstrate the anatomy of the extensor retinaculum (ER) of the wrist using gross anatomical correlation with magnetic resonance (MR) imaging before and after ultrasound-guided tenography in four different positions, emphasizing the morphological appearance of the ER that occurs with dorsiflexion of the wrist to define the nature of extensor tendon impingement in athletes who perform repetitive wrist dorsiflexion. MATERIALS AND METHODS: Institutional policies were followed regarding cadaver use. Ten upper extremities were harvested from fresh cadavers. MR imaging before and after ultrasound-guided tenography of the wrist was performed, followed by gross anatomical correlation. Two radiologists interpreted the MR images and sections by consensus for the anatomical landmarks of the ER, and morphological changes occurring during dorsiflexion of the wrist were analyzed and measured. RESULTS: The ER of the wrist appeared as a band of low signal intensity on T1- and PD-weighted images. Because of its orientation, axial images were best suited to depict the ER anatomy; specifically, localization of the bony landmarks and the septal attachments. On sagittal images, a consistent appearance of the ER was seen: appearing with fusiform morphology in the neutral position, and becoming shortened and thickened at the abutment point where the extensor tendons of the fourth compartment had a curved excursion during dorsiflexion. The width and thickness of the ER in neutral position averaged 13.56 mm and 1.67 mm respectively. In wrist dorsiflexion, the average width and thickness changed to 8.68 mm and 2.15 mm respectively. CONCLUSION: Magnetic resonance imaging is a useful technique to demonstrate the ER of the wrist, the septal attachments, and morphological changes that occur during dorsiflexion of the wrist, which potentially can lead to impingement of the extensor tendons.


Subject(s)
Athletic Injuries/pathology , Cumulative Trauma Disorders/pathology , Magnetic Resonance Imaging/methods , Tendon Injuries/pathology , Tendons/pathology , Wrist Injuries/pathology , Wrist Joint/pathology , Aged , Aged, 80 and over , Athletic Injuries/diagnostic imaging , Cadaver , Cumulative Trauma Disorders/diagnostic imaging , Female , Humans , Male , Middle Aged , Models, Anatomic , Range of Motion, Articular , Reproducibility of Results , Sensitivity and Specificity , Statistics as Topic , Tendon Injuries/diagnostic imaging , Tendons/diagnostic imaging , Ultrasonography/methods , Wrist Injuries/diagnostic imaging , Wrist Joint/diagnostic imaging
19.
J Low Genit Tract Dis ; 17(3): 308-14, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23552206

ABSTRACT

OBJECTIVE: This study aimed to estimate and compare the validity of high-risk human papillomavirus DNA (HR-HPV DNA) testing using Hybrid Capture II with and without Pap cytological examination in the detection of incident high-grade cervical intraepithelial neoplasia (CIN 2+) after treatment. MATERIALS AND METHODS: A total of 1,608 women undergoing ablative or excisional treatment were recruited to the study between May 2001 and June 2005, of whom 985 women were treated for CIN 2+. High-risk HPV DNA tests and Pap smears were performed once in every 6 months for 24 months after treatment. RESULTS: A total of 888 women were eligible for analysis. High-grade cervical intraepithelial neoplasia was detected in 22 women (2.5%) for the 24 months after treatment. The sensitivity for CIN 2+ detection with cytological diagnosis ranged from 43% to 100%, from 67% to 100% for HR-HPV DNA test, and from 67% to 100% for both tests combined. The specificity of cytological diagnosis ranged from 94% to 97%, from 75% to 84% for HR-HPV DNA test, and from 80% to 82% for both tests combined. The positive predictive value for cytological diagnosis ranged from 8% to 30%, from 4% to 14% for HR-HPV DNA test, and from 4% to 11% for both tests combined. The negative predictive value was 99% or greater for cytological diagnosis alone, HR-HPV DNA test alone, or for both tests combined. CONCLUSIONS: As histologically proven CIN 2+ after treatment for this group of women was low, adding HR-HPV DNA testing to Pap smear did not increase the detection of CIN 2+ or enhance the negative predictive value of cytological diagnosis alone.


Subject(s)
Molecular Diagnostic Techniques/methods , Nucleic Acid Hybridization/methods , Papillomaviridae/isolation & purification , Papillomavirus Infections/diagnosis , Uterine Cervical Dysplasia/surgery , Adolescent , Adult , DNA, Viral/genetics , DNA, Viral/isolation & purification , Female , Humans , Middle Aged , Papanicolaou Test , Papillomaviridae/genetics , Papillomavirus Infections/virology , Predictive Value of Tests , Sensitivity and Specificity , Young Adult
20.
J Comput Chem ; 33(9): 950-7, 2012 Apr 05.
Article in English | MEDLINE | ID: mdl-22302735

ABSTRACT

The present work details the development of a core-shell model for the purposes of obtaining potential-derived point charges from the ab initio molecular electrostatic potential. In contrast to atomic point charge models, the core-shell model decomposes all atoms into a core with static charge located at a fixed atomic position and a shell with variable charge and position. The optimization of shell charges and positions is discussed. The core-shell model was found to significantly improve description of the ab initio electrostatic potential when compared to potential-derived net atomic point charge models as well as distributed multipoles with contributions up to atomic quadrupole moments. The core-shell model was found to produce similar results as the Weller-Williams lone-pair model and differences in the implementation of the models are discussed.


Subject(s)
Benzene/chemistry , Heterocyclic Compounds, 1-Ring/chemistry , Static Electricity , Computer Simulation , Models, Chemical , Models, Molecular , Pyridazines/chemistry , Pyridines/chemistry , Pyrimidines/chemistry , Triazines/chemistry
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