data pulled: 2023-11-28
website: http://rpubs.com/nandnisharma/rtms-mdd_tracking


This report is meant to provide an overview of the baseline results for the Repetitive Transcranial Magnetic Stimulation for Depression in Young Adults with Autism (rTMS-MDD) study. All data summarized here derives from the rTMS-MDD project on CAMH’s REDCap database and CAMH’s XNAT database. This summary is only as accurate as the data captured there.

For each of the plots, you can hover over selected areas to see more metadata. Dragging a rectangle over a specific area of the plot will zoom in and double clicking will reset to the original view.

Demographics

As part of the study design, one of the goals is to collect cognitive and MR imaging data from 80 participants with autism-spectrum disorders. Participants who either drop out, are withdrawn prior to completing the study, or whose MRI data cannot be used will be replaced until this goal is achieved.

Thus far, 19 participants have consented to be in the study. A table summarizing their demographics as well as a histogram of their age distribution is shown below.

Female
(N=5)
Male
(N=14)
Overall
(N=19)
Age (years)
Mean (SD) 25 (± 6.4) 24 (± 5.6) 24 (± 5.7)
Median [Min, Max] 24 [18, 34] 23 [16, 35] 23 [16, 35]
Ethnicity
Not Hispanic or Latino 5 (100 %) 12 (86 %) 17 (89 %)
Hispanic, of Spanish Origin or Latino 0 (0 %) 2 (14 %) 2 (11 %)
Education (years)
Mean (SD) 15 (± 2.9) 15 (± 3.0) 15 (± 2.9)
Median [Min, Max] 16 [11, 18] 15 [10, 20] 15 [10, 20]

Assessment Completion Status

Below is a heatmap depicting which assessments have been completed for each participant in rTMS-MDD. The Assessment is shown in the x axis and the Subject ID is shown in the y axis. Green indicates ‘complete’, red indicates ‘incomplete’ and yellow indicates a ‘partial complete’. Blank rectangles indicate that the assessment either hasn’t been attempted yet or that the data hasn’t been entered. You can hover over each square to get more details on the reason for an assessment being incomplete.

Baseline Behaviour

Autism

Depression and Anxiety Severity

---
title: "rTMS-MDD Study Tracking"
description: |
  This report is meant to provide a quick overview of the rTMS-MDD study.
output:
  html_document:
    theme: flatly
    toc: true
    toc_float:
      collapsed: false
      smooth_scroll: false
    toc_depth: 3
    code_download: true
    fig_width: 8
---

data pulled: `r Sys.Date()`  
website: http://rpubs.com/nandnisharma/rtms-mdd_tracking

---

```{r setup, include=FALSE}
knitr::opts_chunk$set(
	message = FALSE,
	warning = FALSE,
	comment = "##",
	include = TRUE,
	R.options = list(width = 60)
)
today_date = Sys.Date()
study = "RMA01"

ggplot2::theme_set(ggplot2::theme_minimal())

t <- list(
  family = "helvetica",
  size = 14
)
```

```{r load_libraries, include=FALSE}
library(dplyr)
library(ggplot2)
library(glue)
library(here)
library(plotly)
library(readr)
library(stringr)
library(table1)
library(tidyr)
```

```{r export_redcap, include=FALSE}
source(here("R/get_redcap.R"))

settings_cfg <- here("metadata/settings.yaml")

data_path <- glue(here("data/clinical/redcap_export_{study}_{today_date}.csv"))
if (!file.exists(data_path)){
  get_redcap("RMA01", settings_cfg, data_path)
}
```

```{r import_data, include=FALSE}
redcap_df <-
  read_csv(
    here("data/clinical", glue("redcap_export_{study}_{today_date}.csv")),
    na = c("", "NA", "NASK", "NI")
  ) %>%
  filter(redcap_event_name == "screening_visit_arm_1")
```

```{r include=FALSE}
  #Removed subjects with NA
excluded_subjects <-c("RMA01_CMH_0002", "RMA01_CMH_0010", "RMA01_CMH_0020", "Test","RMA01_CMH_0023", "RMA01_CMH_0024")

redcap_df <-
 redcap_df %>%
  filter(!record_id %in% excluded_subjects)
```

This report is meant to provide an overview of the baseline results for the **Repetitive Transcranial Magnetic Stimulation for Depression in Young Adults with Autism (rTMS-MDD)** study. All data summarized here derives from the rTMS-MDD project on CAMH's REDCap database and CAMH's XNAT database. This summary is only as accurate as the data captured there.

For each of the plots, you can hover over selected areas to see more metadata. Dragging a rectangle over a specific area of the plot will zoom in and double clicking will reset to the original view.

## Demographics

As part of the study design, one of the goals is to collect cognitive and MR imaging data from **80** participants with autism-spectrum disorders. Participants who either drop out, are withdrawn prior to completing the study, or whose MRI data cannot be used will be replaced until this goal is achieved.

```{r include=FALSE}
demo_df <-
  redcap_df %>%
  select(record_id, starts_with("demo")) %>%
  mutate(sex = factor(demo_sex_birth,
                      levels = c(1, 2),
                      labels = c("Female", "Male")),
         demo_ethnicity = factor(demo_ethnicity,
                                 levels = c(1, 2),
                                 labels = c("Not Hispanic or Latino", "Hispanic, of Spanish Origin or Latino"))) %>%
  select(record_id, sex, demo_age_study_entry, demo_ethnicity, demo_highest_grade_self) %>%
  droplevels()

```

Thus far, **`r nrow(demo_df)`** participants have consented to be in the study. A table summarizing their demographics as well as a histogram of their age distribution is shown below.

```{r demo_table, include=FALSE}
label(demo_df$demo_age_study_entry) <- "Age (years)"
label(demo_df$demo_ethnicity) <- "Ethnicity"
label(demo_df$demo_highest_grade_self) <-"Education (years)"

#na.omit(demo_df$demo_age_study_entry, na.rm=TRUE)
#na.omit(demo_df$demo_ethnicity, na.rm=TRUE)
#na.omit(demo_df$demo_highest_grade_self, na.rm=TRUE)


my.render.cont <- function(x) {
    with(stats.apply.rounding(stats.default(x), digits=2), c("",
        "Mean (SD)"=sprintf("%s (&plusmn; %s)", MEAN, SD),
        "Median [Min, Max]"=sprintf("%s [%s, %s]", MEDIAN, MIN, MAX)))
}
my.render.cat <- function(x) {
    c("", sapply(stats.default(x), function(y) with(y,
        sprintf("%d (%0.0f %%)", FREQ, PCT))))
}
```


```{r echo=FALSE}
demo_table <-
  table1(~ demo_age_study_entry + demo_ethnicity + demo_highest_grade_self | sex,
        data = demo_df,
        render.continuous = my.render.cont, render.categorical = my.render.cat)

demo_table
```

```{r spasd_demo_distributions, echo=FALSE}
male_age <- demo_df %>% filter(sex == "Male") 
female_age <- demo_df %>% filter(sex == "Female")

age_distribution <-
  plot_ly(alpha = 0.6, autobinx = FALSE,
          xbins = list(start = 16, end = 30, size = 2)) %>%
  add_histogram(x = ~male_age$demo_age_study_entry, name = "Male") %>%
  add_histogram(x = ~female_age$demo_age_study_entry, name = "Female") %>%
  layout(barmode = "overlay",
         font = t,
         xaxis = list(title = "Age (years)"),
         yaxis = list(title = "Count", dtick = 1)) %>%
  config(displayModeBar = FALSE)

age_distribution
```

## Assessment Completion Status

Below is a heatmap depicting which assessments have been completed for each participant in rTMS-MDD. The `Assessment` is shown in the x axis and the `Subject ID` is shown in the y axis. **<span style="color:#238823">Green</span>** indicates 'complete', **<span style="color:#D2222D">red</span>** indicates 'incomplete' and **<span style="color:#FFBF00">yellow</span>** indicates a 'partial complete'. Blank rectangles indicate that the assessment either hasn't been attempted yet or that the data hasn't been entered. You can hover over each square to get more details on the reason for an assessment being incomplete.

```{r assessment_complete, include=FALSE}
assessment_status <-
  redcap_df %>%
  select(record_id,
         contains("form_complete"),
         sbqr_complete, bdiii_complete, generalized_anxiety_disorder_7_item_gad7_scale_sco_complete,
         rrs_complete, personal_attributes_questionnaire_paq_complete, gidyq_aa_complete, pittsburgh_sleep_quality_index_psqi_complete, qids16_aad2_complete,
         ends_with("_explain"),
         ends_with("_other_reason_nc")) %>%
  mutate(record_id = str_remove(record_id, "RMA01_CMH_"),
         brief_self_report_form_complete = briefa_self_report_form_complete + brief2_self_report_form_complete,
         brief_informant_form_complete = briefa_informant_form_complete + brief2_informant_form_complete) %>%
mutate_at(vars(c("srssf_self_report_form_complete", "srssf_informant_form_complete", "sbqr_complete", "bdiii_complete", "generalized_anxiety_disorder_7_item_gad7_scale_sco_complete", "rrs_complete", "personal_attributes_questionnaire_paq_complete", "gidyq_aa_complete", "pittsburgh_sleep_quality_index_psqi_complete", "qids16_aad2_complete", "brief_self_report_form_complete", "brief_informant_form_complete")),
          funs(recode(., `2` = 1, `0` = as.numeric(NA)))) #%>%
  #select(record_id:tms_form_complete, srssf_self_report_form_complete, srssf_informant_form_complete, sbqr_complete, bdiii_complete, generalized_anxiety_disorder_7_item_gad7_scale_sco_complete,rrs_complete, personal_attributes_questionnaire_paq_complete, gidyq_aa_complete, pittsburgh_sleep_quality_index_psqi_complete, qids16_aad2_complete, brief_self_report_form_complete, brief_informant_form_complete, mt_form_complete, term_form_complete, elg_p_explain:tx_other_reason_nc)


assessment_complete <-
  assessment_status %>%
  select(record_id, contains("complete")) %>%
  gather(key = "assessment", value = "complete", -c(record_id)) %>%
  filter(!is.na(complete)) %>%
  mutate(assessment = str_remove(assessment, "_form_complete") %>%
           str_remove(., "_complete"))

assessment_explain <-
  assessment_status %>%
  select(record_id, ends_with("_explain")) %>%
  gather(key = "assessment", value = "reason", -c(record_id)) %>%
  filter(!is.na(reason)) %>%
  mutate(assessment = str_remove(assessment, "_explain")) %>%
  filter(assessment != "np_validity_issues") %>%
  mutate(reason = factor(reason,
                         levels = c(88, 89, 90, 91,
                                    92, 93, 94, 95,
                                    96, 97, 98, 99),
                         labels = c("Other",
                                    "Terminated from study",
                                    "Missed appointment",
                                    "Rater forgot to administer",
                                    "Time constraints",
                                    "Withdrew consent",
                                    "Deceased",
                                    "Unable to be contacted",
                                    "Completed but with less than best effort",
                                    "Refused to begin/finish",
                                    "Physical impairment",
                                    "Cognitive impairment")))

assessment_explain_other <-
  assessment_status %>%
  select(record_id, ends_with("_other_reason_nc")) %>%
  gather(key = "assessment", value = "reason_other", -c(record_id)) %>%
  filter(!is.na(reason_other)) %>%
  mutate(assessment = str_remove(assessment, "_other_reason_nc"))

assessment_df <-
  assessment_complete %>%
  left_join(assessment_explain) %>%
  left_join(assessment_explain_other) %>%
  mutate(reason = ifelse(reason == "Other", reason_other, as.character(reason)),
         complete_text = case_when(complete == 1 ~ "Complete",
                                   complete == 2 ~ "Not complete",
                                   complete == 3 ~ "Partial"))
```



```{r case_assessment_complete, echo=FALSE}
assessment_df <-
  assessment_df %>%
  mutate(assessment = factor(assessment,
                             levels = c("elg_p", "maccat", "demo", "scid5", "wasi", "ahh", "pmed", "npmed",
                                        "hamd", "gaf", "cgis", "cgis_sa", "cssrs", "ados",
                                        "pre", "tms", "srssf_self_report", "srssf_informant", "sbqr", "bdiii",
                                        "generalized_anxiety_disorder_7_item_gad7_scale_sco", "rrs", "personal_attributes_questionnaire_paq",
                                        "gidyq_aa", "pittsburgh_sleep_quality_index_psqi", "qids16_aad2",
                                        "brief_self_report", "brief_informant", 
                                        "mt", "term"),
                             labels = c("Eligibility",
                                        "MacCAT",
                                        "Demographics",
                                        "SCID-5-RV",
                                        "WASI-II",
                                        "Medical History",
                                        "Psychotropic Medications",
                                        "Nonpsychotropic Medications",
                                        "HAMD-17",
                                        "GAF",
                                        "CGI RA",
                                        "CGI Clinician",
                                        "CSSRS",
                                        "ADOS-2",
                                        "Pre-rTMS Questionnaire",
                                        "TMS Safety Screen",
                                        "SRS-SF Self-Report",
                                        "SRS-SF Informant",
                                        "SBQ-R",
                                        "BDI-II",
                                        "GAD7",
                                        "RRS",
                                        "PAQ",
                                        "GIDYQ-AA",
                                        "PSQI",
                                        "QIDS-16",
                                        "BRIEF Self-Report",
                                        "BRIEF Informant",
                                        "Motor Threshold",
                                        "Termination Checklist")))

complete_plot <-
  assessment_df %>%
  plot_ly(x = ~assessment, y = ~record_id, z = ~complete,
          xgap = 2, ygap = 2,
          colors = c("#238823", "#D2222D", "#FFBF00"),
          #colors = c("#FFBF00", "#D2222D", "#238823"),
          type = "heatmap",
          height=700,
          hoverinfo = 'text',
          text = ~paste(' Subject ID: ', record_id,
                        '<br> Assessment: ', assessment,
                        '<br> Status: ', complete_text,
                        '<br> Reason: ', reason)) %>%
  layout(font = t,
         xaxis = list(title = "Assessment",
                      ticks = "",
                      tickangle= 45,
                      showgrid = FALSE),
         yaxis = list(title = "Subject ID",
                      autorange = TRUE,
                      type = "category",
                      categoryorder = "category descending",
                      ticks = "",
                      tickvals=~record_id,
                      showgrid = FALSE)) %>%
  hide_colorbar() %>%
  config(displayModeBar = FALSE)

complete_plot
```

## Baseline Behaviour {.tabset}

### Autism

```{r echo=FALSE}
redcap_df %>%
  select(record_id, ados_comm_total, ados_rsi_total, ados_sbri_total) %>%
  pivot_longer(ados_comm_total:ados_sbri_total, names_to = "subscale", values_to = "score") %>%
  mutate(subscale = recode(subscale,
         `ados_comm_total` = "Communication",
         `ados_rsi_total` = "Social Interaction",
         `ados_sbri_total` = "Stereotyped Behaviors and Restricted Interests")) %>%
  ggplot(aes(x=subscale, y=score)) + 
    geom_boxplot() +
    geom_jitter(color="black", size=1, alpha=0.9) +
    xlab("Subscale") +
    ylab("Score")
```

### Depression and Anxiety Severity

```{r echo=FALSE}
redcap_df %>%
  select(record_id, total_score_adaf6c, hamd_total, gaf_rating, sbq_totalscore, sc_tot_score, rrs_reflection_total, rrs_brooding_total) %>%
  pivot_longer(total_score_adaf6c:rrs_brooding_total, names_to = "assessment", values_to = "score") %>%
  mutate(assessment = recode(assessment,
                             `total_score_adaf6c` = "BDI-II",
                             `gaf_rating` = "GAF",
                             `hamd_total` = "HAMD-17",
                             `sbq_totalscore` = "SBQ-R",
                             `sc_tot_score` = "GAD7",
                             `rrs_reflection_total` = "RRS - Reflection",
                             `rrs_brooding_total` = "RRS - Brooding")) %>%
  ggplot(aes(x=assessment, y=score)) + 
    geom_boxplot() +
    geom_jitter(color="black", size=1, alpha=0.9) +
    xlab("Assessment") +
    ylab("Score")
```
